id sid tid token lemma pos fbem-19580 1 1 frontiers frontier NOUN fbem-19580 1 2 in in ADP fbem-19580 1 3 business business NOUN fbem-19580 1 4 , , PUNCT fbem-19580 1 5 economics economic NOUN fbem-19580 1 6 and and CCONJ fbem-19580 1 7 management management NOUN fbem-19580 1 8 issn issn PROPN fbem-19580 1 9 : : PUNCT fbem-19580 1 10 2766 2766 NUM fbem-19580 1 11 - - PUNCT fbem-19580 1 12 824x 824x NUM fbem-19580 1 13 | | ADJ fbem-19580 1 14 vol vol NOUN fbem-19580 1 15 . . PUNCT fbem-19580 2 1 14 14 NUM fbem-19580 2 2 , , PUNCT fbem-19580 2 3 no no INTJ fbem-19580 2 4 . . NOUN fbem-19580 2 5 2 2 NUM fbem-19580 2 6 , , PUNCT fbem-19580 2 7 2024 2024 NUM fbem-19580 2 8 13 13 NUM fbem-19580 2 9 the the DET fbem-19580 2 10 impact impact NOUN fbem-19580 2 11 of of ADP fbem-19580 2 12 agricultural agricultural ADJ fbem-19580 2 13 mechanization mechanization NOUN fbem-19580 2 14 on on ADP fbem-19580 2 15 agricultural agricultural ADJ fbem-19580 2 16 green green ADJ fbem-19580 2 17 total total ADJ fbem-19580 2 18 factor factor NOUN fbem-19580 2 19 productivity productivity NOUN fbem-19580 2 20 and and CCONJ fbem-19580 2 21 its its PRON fbem-19580 2 22 promotion promotion NOUN fbem-19580 2 23 prospect prospect NOUN fbem-19580 2 24 -based -base VERB fbem-19580 2 25 on on ADP fbem-19580 2 26 the the DET fbem-19580 2 27 survey survey NOUN fbem-19580 2 28 data datum NOUN fbem-19580 2 29 of of ADP fbem-19580 2 30 six six NUM fbem-19580 2 31 cities city NOUN fbem-19580 2 32 in in ADP fbem-19580 2 33 northern northern ADJ fbem-19580 2 34 anhui anhui PROPN fbem-19580 2 35 yu yu PROPN fbem-19580 2 36 shi1 shi1 PROPN fbem-19580 2 37 , , PUNCT fbem-19580 2 38 * * PUNCT fbem-19580 2 39 , , PUNCT fbem-19580 2 40 ying ying PROPN fbem-19580 2 41 kong1 kong1 PROPN fbem-19580 2 42 , , PUNCT fbem-19580 2 43 jie jie PROPN fbem-19580 2 44 ren1 ren1 PROPN fbem-19580 2 45 , , PUNCT fbem-19580 2 46 zejiong zejiong PROPN fbem-19580 2 47 zhou2 zhou2 PROPN fbem-19580 3 1 1school 1school NUM fbem-19580 3 2 of of ADP fbem-19580 3 3 finance finance NOUN fbem-19580 3 4 and and CCONJ fbem-19580 3 5 public public ADJ fbem-19580 3 6 administration administration NOUN fbem-19580 3 7 , , PUNCT fbem-19580 3 8 anhui anhui PROPN fbem-19580 3 9 university university PROPN fbem-19580 3 10 of of ADP fbem-19580 3 11 finance finance NOUN fbem-19580 3 12 and and CCONJ fbem-19580 3 13 economics economic NOUN fbem-19580 3 14 , , PUNCT fbem-19580 3 15 bengbu bengbu NOUN fbem-19580 3 16 , , PUNCT fbem-19580 3 17 china china PROPN fbem-19580 3 18 2school 2school NUM fbem-19580 3 19 of of ADP fbem-19580 3 20 economics economic NOUN fbem-19580 3 21 , , PUNCT fbem-19580 3 22 anhui anhui PROPN fbem-19580 3 23 university university PROPN fbem-19580 3 24 of of ADP fbem-19580 3 25 finance finance NOUN fbem-19580 3 26 and and CCONJ fbem-19580 3 27 economics economic NOUN fbem-19580 3 28 , , PUNCT fbem-19580 3 29 bengbu bengbu NOUN fbem-19580 3 30 , , PUNCT fbem-19580 3 31 china china PROPN fbem-19580 3 32 * * PUNCT fbem-19580 3 33 corresponding correspond VERB fbem-19580 3 34 author author NOUN fbem-19580 3 35 : : PUNCT fbem-19580 3 36 3511844382@qq.com 3511844382@qq.com NUM fbem-19580 3 37 abstract abstract NOUN fbem-19580 3 38 : : PUNCT fbem-19580 3 39 from from ADP fbem-19580 3 40 the the DET fbem-19580 3 41 perspective perspective NOUN fbem-19580 3 42 of of ADP fbem-19580 3 43 rural rural ADJ fbem-19580 3 44 revitalization revitalization NOUN fbem-19580 3 45 , , PUNCT fbem-19580 3 46 efforts effort NOUN fbem-19580 3 47 to to PART fbem-19580 3 48 improve improve VERB fbem-19580 3 49 agricultural agricultural ADJ fbem-19580 3 50 green green ADJ fbem-19580 3 51 total total ADJ fbem-19580 3 52 factor factor NOUN fbem-19580 3 53 productivity productivity NOUN fbem-19580 3 54 is be AUX fbem-19580 3 55 the the DET fbem-19580 3 56 key key NOUN fbem-19580 3 57 to to PART fbem-19580 3 58 achieve achieve VERB fbem-19580 3 59 high high ADJ fbem-19580 3 60 - - PUNCT fbem-19580 3 61 quality quality NOUN fbem-19580 3 62 and and CCONJ fbem-19580 3 63 efficient efficient ADJ fbem-19580 3 64 development development NOUN fbem-19580 3 65 of of ADP fbem-19580 3 66 agricultural agricultural ADJ fbem-19580 3 67 economy economy NOUN fbem-19580 3 68 , , PUNCT fbem-19580 3 69 and and CCONJ fbem-19580 3 70 also also ADV fbem-19580 3 71 an an DET fbem-19580 3 72 important important ADJ fbem-19580 3 73 starting starting NOUN fbem-19580 3 74 point point NOUN fbem-19580 3 75 for for ADP fbem-19580 3 76 building build VERB fbem-19580 3 77 a a DET fbem-19580 3 78 modern modern ADJ fbem-19580 3 79 agricultural agricultural ADJ fbem-19580 3 80 power power NOUN fbem-19580 3 81 and and CCONJ fbem-19580 3 82 promoting promote VERB fbem-19580 3 83 rural rural ADJ fbem-19580 3 84 revitalization revitalization NOUN fbem-19580 3 85 strategy strategy NOUN fbem-19580 3 86 . . PUNCT fbem-19580 4 1 based base VERB fbem-19580 4 2 on on ADP fbem-19580 4 3 the the DET fbem-19580 4 4 survey survey NOUN fbem-19580 4 5 data datum NOUN fbem-19580 4 6 of of ADP fbem-19580 4 7 six six NUM fbem-19580 4 8 cities city NOUN fbem-19580 4 9 in in ADP fbem-19580 4 10 northern northern ADJ fbem-19580 4 11 anhui anhui PROPN fbem-19580 4 12 , , PUNCT fbem-19580 4 13 combined combine VERB fbem-19580 4 14 with with ADP fbem-19580 4 15 the the DET fbem-19580 4 16 needs need NOUN fbem-19580 4 17 of of ADP fbem-19580 4 18 green green ADJ fbem-19580 4 19 sustainable sustainable ADJ fbem-19580 4 20 agricultural agricultural ADJ fbem-19580 4 21 development development NOUN fbem-19580 4 22 and and CCONJ fbem-19580 4 23 ecological ecological ADJ fbem-19580 4 24 civilization civilization NOUN fbem-19580 4 25 construction construction NOUN fbem-19580 4 26 , , PUNCT fbem-19580 4 27 sem sem NOUN fbem-19580 4 28 model model NOUN fbem-19580 4 29 and and CCONJ fbem-19580 4 30 decision decision NOUN fbem-19580 4 31 tree tree NOUN fbem-19580 4 32 model model NOUN fbem-19580 4 33 were be AUX fbem-19580 4 34 established establish VERB fbem-19580 4 35 to to PART fbem-19580 4 36 analyze analyze VERB fbem-19580 4 37 the the DET fbem-19580 4 38 factors factor NOUN fbem-19580 4 39 affecting affect VERB fbem-19580 4 40 the the DET fbem-19580 4 41 improvement improvement NOUN fbem-19580 4 42 of of ADP fbem-19580 4 43 agricultural agricultural ADJ fbem-19580 4 44 green green ADJ fbem-19580 4 45 total total ADJ fbem-19580 4 46 factor factor NOUN fbem-19580 4 47 productivity productivity NOUN fbem-19580 4 48 , , PUNCT fbem-19580 4 49 and and CCONJ fbem-19580 4 50 explore explore VERB fbem-19580 4 51 the the DET fbem-19580 4 52 prospect prospect NOUN fbem-19580 4 53 and and CCONJ fbem-19580 4 54 attitude attitude NOUN fbem-19580 4 55 of of ADP fbem-19580 4 56 residents resident NOUN fbem-19580 4 57 in in ADP fbem-19580 4 58 six six NUM fbem-19580 4 59 cities city NOUN fbem-19580 4 60 in in ADP fbem-19580 4 61 northern northern ADJ fbem-19580 4 62 anhui anhui PROPN fbem-19580 4 63 to to ADP fbem-19580 4 64 the the DET fbem-19580 4 65 improvement improvement NOUN fbem-19580 4 66 of of ADP fbem-19580 4 67 agricultural agricultural ADJ fbem-19580 4 68 green green ADJ fbem-19580 4 69 total total ADJ fbem-19580 4 70 factor factor NOUN fbem-19580 4 71 productivity productivity NOUN fbem-19580 4 72 . . PUNCT fbem-19580 5 1 finally finally ADV fbem-19580 5 2 , , PUNCT fbem-19580 5 3 the the DET fbem-19580 5 4 paper paper NOUN fbem-19580 5 5 puts put VERB fbem-19580 5 6 forward forward ADV fbem-19580 5 7 targeted target VERB fbem-19580 5 8 policy policy NOUN fbem-19580 5 9 suggestions suggestion NOUN fbem-19580 5 10 from from ADP fbem-19580 5 11 six six NUM fbem-19580 5 12 aspects aspect NOUN fbem-19580 5 13 of of ADP fbem-19580 5 14 policy policy NOUN fbem-19580 5 15 support support NOUN fbem-19580 5 16 , , PUNCT fbem-19580 5 17 resource resource NOUN fbem-19580 5 18 integration integration NOUN fbem-19580 5 19 , , PUNCT fbem-19580 5 20 technology technology NOUN fbem-19580 5 21 transformation transformation NOUN fbem-19580 5 22 , , PUNCT fbem-19580 5 23 public public ADJ fbem-19580 5 24 participation participation NOUN fbem-19580 5 25 , , PUNCT fbem-19580 5 26 environmental environmental ADJ fbem-19580 5 27 protection protection NOUN fbem-19580 5 28 and and CCONJ fbem-19580 5 29 market market NOUN fbem-19580 5 30 guidance guidance NOUN fbem-19580 5 31 , , PUNCT fbem-19580 5 32 aiming aim VERB fbem-19580 5 33 to to PART fbem-19580 5 34 explore explore VERB fbem-19580 5 35 the the DET fbem-19580 5 36 feasible feasible ADJ fbem-19580 5 37 path path NOUN fbem-19580 5 38 for for ADP fbem-19580 5 39 improving improve VERB fbem-19580 5 40 agricultural agricultural ADJ fbem-19580 5 41 green green ADJ fbem-19580 5 42 total total ADJ fbem-19580 5 43 factor factor NOUN fbem-19580 5 44 productivity productivity NOUN fbem-19580 5 45 in in ADP fbem-19580 5 46 the the DET fbem-19580 5 47 six six NUM fbem-19580 5 48 cities city NOUN fbem-19580 5 49 in in ADP fbem-19580 5 50 northern northern ADJ fbem-19580 5 51 anhui anhui PROPN fbem-19580 5 52 . . PUNCT fbem-19580 6 1 keywords keyword NOUN fbem-19580 6 2 : : PUNCT fbem-19580 6 3 agricultural agricultural ADJ fbem-19580 6 4 mechanization mechanization NOUN fbem-19580 6 5 ; ; PUNCT fbem-19580 6 6 agricultural agricultural ADJ fbem-19580 6 7 green green ADJ fbem-19580 6 8 total total ADJ fbem-19580 6 9 factor factor NOUN fbem-19580 6 10 productivity productivity NOUN fbem-19580 6 11 ; ; PUNCT fbem-19580 6 12 six six NUM fbem-19580 6 13 cities city NOUN fbem-19580 6 14 in in ADP fbem-19580 6 15 northern northern ADJ fbem-19580 6 16 anhui anhui PROPN fbem-19580 6 17 ; ; PUNCT fbem-19580 6 18 promotion promotion NOUN fbem-19580 6 19 path path NOUN fbem-19580 6 20 . . PUNCT fbem-19580 7 1 1 1 X fbem-19580 7 2 . . X fbem-19580 7 3 introduction introduction NOUN fbem-19580 7 4 in in ADP fbem-19580 7 5 the the DET fbem-19580 7 6 context context NOUN fbem-19580 7 7 of of ADP fbem-19580 7 8 the the DET fbem-19580 7 9 implementation implementation NOUN fbem-19580 7 10 of of ADP fbem-19580 7 11 the the DET fbem-19580 7 12 rural rural ADJ fbem-19580 7 13 revitalization revitalization NOUN fbem-19580 7 14 strategy strategy NOUN fbem-19580 7 15 , , PUNCT fbem-19580 7 16 efforts effort NOUN fbem-19580 7 17 to to PART fbem-19580 7 18 improve improve VERB fbem-19580 7 19 agricultural agricultural ADJ fbem-19580 7 20 green green ADJ fbem-19580 7 21 total total ADJ fbem-19580 7 22 factor factor NOUN fbem-19580 7 23 productivity productivity NOUN fbem-19580 7 24 is be AUX fbem-19580 7 25 the the DET fbem-19580 7 26 key key NOUN fbem-19580 7 27 to to ADP fbem-19580 7 28 the the DET fbem-19580 7 29 revitalization revitalization NOUN fbem-19580 7 30 of of ADP fbem-19580 7 31 the the DET fbem-19580 7 32 agricultural agricultural ADJ fbem-19580 7 33 industry industry NOUN fbem-19580 7 34 , , PUNCT fbem-19580 7 35 and and CCONJ fbem-19580 7 36 it it PRON fbem-19580 7 37 is be AUX fbem-19580 7 38 also also ADV fbem-19580 7 39 an an DET fbem-19580 7 40 important important ADJ fbem-19580 7 41 starting starting NOUN fbem-19580 7 42 point point NOUN fbem-19580 7 43 to to PART fbem-19580 7 44 realize realize VERB fbem-19580 7 45 the the DET fbem-19580 7 46 construction construction NOUN fbem-19580 7 47 of of ADP fbem-19580 7 48 a a DET fbem-19580 7 49 powerful powerful ADJ fbem-19580 7 50 agricultural agricultural ADJ fbem-19580 7 51 modernization modernization NOUN fbem-19580 7 52 country country NOUN fbem-19580 7 53 and and CCONJ fbem-19580 7 54 promote promote VERB fbem-19580 7 55 the the DET fbem-19580 7 56 high high ADJ fbem-19580 7 57 - - PUNCT fbem-19580 7 58 quality quality NOUN fbem-19580 7 59 development development NOUN fbem-19580 7 60 of of ADP fbem-19580 7 61 agriculture[1 agriculture[1 NOUN fbem-19580 7 62 ] ] PUNCT fbem-19580 7 63 . . PUNCT fbem-19580 8 1 in in ADP fbem-19580 8 2 recent recent ADJ fbem-19580 8 3 years year NOUN fbem-19580 8 4 , , PUNCT fbem-19580 8 5 with with ADP fbem-19580 8 6 the the DET fbem-19580 8 7 introduction introduction NOUN fbem-19580 8 8 of of ADP fbem-19580 8 9 china china PROPN fbem-19580 8 10 's 's PART fbem-19580 8 11 " " PUNCT fbem-19580 8 12 14th 14th ADJ fbem-19580 8 13 five five NUM fbem-19580 8 14 year year NOUN fbem-19580 8 15 plan plan NOUN fbem-19580 8 16 " " PUNCT fbem-19580 8 17 and and CCONJ fbem-19580 8 18 the the DET fbem-19580 8 19 formulation formulation NOUN fbem-19580 8 20 of of ADP fbem-19580 8 21 the the DET fbem-19580 8 22 long long ADJ fbem-19580 8 23 - - PUNCT fbem-19580 8 24 term term NOUN fbem-19580 8 25 goal goal NOUN fbem-19580 8 26 of of ADP fbem-19580 8 27 2035 2035 NUM fbem-19580 8 28 , , PUNCT fbem-19580 8 29 the the DET fbem-19580 8 30 construction construction NOUN fbem-19580 8 31 of of ADP fbem-19580 8 32 a a DET fbem-19580 8 33 powerful powerful ADJ fbem-19580 8 34 country country NOUN fbem-19580 8 35 with with ADP fbem-19580 8 36 agricultural agricultural ADJ fbem-19580 8 37 modernization modernization NOUN fbem-19580 8 38 has have AUX fbem-19580 8 39 become become VERB fbem-19580 8 40 an an DET fbem-19580 8 41 important important ADJ fbem-19580 8 42 part part NOUN fbem-19580 8 43 of of ADP fbem-19580 8 44 the the DET fbem-19580 8 45 national national ADJ fbem-19580 8 46 strategy strategy NOUN fbem-19580 8 47 . . PUNCT fbem-19580 9 1 in in ADP fbem-19580 9 2 october october PROPN fbem-19580 9 3 2022 2022 NUM fbem-19580 9 4 , , PUNCT fbem-19580 9 5 the the DET fbem-19580 9 6 report report NOUN fbem-19580 9 7 of of ADP fbem-19580 9 8 the the DET fbem-19580 9 9 20th 20th ADJ fbem-19580 9 10 national national ADJ fbem-19580 9 11 congress congress PROPN fbem-19580 9 12 of of ADP fbem-19580 9 13 the the DET fbem-19580 9 14 communist communist PROPN fbem-19580 9 15 party party PROPN fbem-19580 9 16 of of ADP fbem-19580 9 17 china china PROPN fbem-19580 9 18 first first ADV fbem-19580 9 19 proposed propose VERB fbem-19580 9 20 to to PART fbem-19580 9 21 accelerate accelerate VERB fbem-19580 9 22 the the DET fbem-19580 9 23 construction construction NOUN fbem-19580 9 24 of of ADP fbem-19580 9 25 an an DET fbem-19580 9 26 agricultural agricultural ADJ fbem-19580 9 27 power power NOUN fbem-19580 9 28 . . PUNCT fbem-19580 10 1 in in ADP fbem-19580 10 2 february february PROPN fbem-19580 10 3 2023 2023 NUM fbem-19580 10 4 , , PUNCT fbem-19580 10 5 the the DET fbem-19580 10 6 no no NOUN fbem-19580 10 7 . . NOUN fbem-19580 10 8 1 1 NUM fbem-19580 10 9 document document NOUN fbem-19580 10 10 of of ADP fbem-19580 10 11 the the DET fbem-19580 10 12 central central ADJ fbem-19580 10 13 committee committee NOUN fbem-19580 10 14 focused focus VERB fbem-19580 10 15 on on ADP fbem-19580 10 16 comprehensively comprehensively ADV fbem-19580 10 17 promoting promote VERB fbem-19580 10 18 the the DET fbem-19580 10 19 theme theme NOUN fbem-19580 10 20 of of ADP fbem-19580 10 21 rural rural ADJ fbem-19580 10 22 revitalization revitalization NOUN fbem-19580 10 23 and and CCONJ fbem-19580 10 24 anchored anchor VERB fbem-19580 10 25 the the DET fbem-19580 10 26 goal goal NOUN fbem-19580 10 27 of of ADP fbem-19580 10 28 building build VERB fbem-19580 10 29 an an DET fbem-19580 10 30 agricultural agricultural ADJ fbem-19580 10 31 power power NOUN fbem-19580 10 32 . . PUNCT fbem-19580 11 1 in in ADP fbem-19580 11 2 february february PROPN fbem-19580 11 3 2024 2024 NUM fbem-19580 11 4 , , PUNCT fbem-19580 11 5 the the DET fbem-19580 11 6 no no NOUN fbem-19580 11 7 . . NOUN fbem-19580 11 8 1 1 NUM fbem-19580 11 9 document document NOUN fbem-19580 11 10 of of ADP fbem-19580 11 11 the the DET fbem-19580 11 12 central central ADJ fbem-19580 11 13 committee committee NOUN fbem-19580 11 14 proposed propose VERB fbem-19580 11 15 to to PART fbem-19580 11 16 adhere adhere VERB fbem-19580 11 17 to to ADP fbem-19580 11 18 and and CCONJ fbem-19580 11 19 strengthen strengthen VERB fbem-19580 11 20 the the DET fbem-19580 11 21 party party NOUN fbem-19580 11 22 's 's PART fbem-19580 11 23 comprehensive comprehensive ADJ fbem-19580 11 24 leadership leadership NOUN fbem-19580 11 25 over over ADP fbem-19580 11 26 the the DET fbem-19580 11 27 work work NOUN fbem-19580 11 28 of of ADP fbem-19580 11 29 " " PUNCT fbem-19580 11 30 agriculture agriculture NOUN fbem-19580 11 31 , , PUNCT fbem-19580 11 32 rural rural ADJ fbem-19580 11 33 areas area NOUN fbem-19580 11 34 and and CCONJ fbem-19580 11 35 farmers farmer NOUN fbem-19580 11 36 " " PUNCT fbem-19580 11 37 , , PUNCT fbem-19580 11 38 once once ADV fbem-19580 11 39 again again ADV fbem-19580 11 40 anchored anchor VERB fbem-19580 11 41 the the DET fbem-19580 11 42 strategic strategic ADJ fbem-19580 11 43 goal goal NOUN fbem-19580 11 44 of of ADP fbem-19580 11 45 building build VERB fbem-19580 11 46 an an DET fbem-19580 11 47 agricultural agricultural ADJ fbem-19580 11 48 power power NOUN fbem-19580 11 49 , , PUNCT fbem-19580 11 50 and and CCONJ fbem-19580 11 51 raised raise VERB fbem-19580 11 52 the the DET fbem-19580 11 53 task task NOUN fbem-19580 11 54 of of ADP fbem-19580 11 55 building build VERB fbem-19580 11 56 an an DET fbem-19580 11 57 agricultural agricultural ADJ fbem-19580 11 58 power power NOUN fbem-19580 11 59 to to ADP fbem-19580 11 60 an an DET fbem-19580 11 61 unprecedented unprecedented ADJ fbem-19580 11 62 height height NOUN fbem-19580 11 63 . . PUNCT fbem-19580 12 1 nowadays nowadays ADV fbem-19580 12 2 , , PUNCT fbem-19580 12 3 with with ADP fbem-19580 12 4 the the DET fbem-19580 12 5 continuous continuous ADJ fbem-19580 12 6 progress progress NOUN fbem-19580 12 7 of of ADP fbem-19580 12 8 science science NOUN fbem-19580 12 9 and and CCONJ fbem-19580 12 10 technology technology NOUN fbem-19580 12 11 , , PUNCT fbem-19580 12 12 agricultural agricultural ADJ fbem-19580 12 13 mechanization mechanization NOUN fbem-19580 12 14 has have AUX fbem-19580 12 15 become become VERB fbem-19580 12 16 an an DET fbem-19580 12 17 important important ADJ fbem-19580 12 18 support support NOUN fbem-19580 12 19 for for ADP fbem-19580 12 20 building build VERB fbem-19580 12 21 an an DET fbem-19580 12 22 agricultural agricultural ADJ fbem-19580 12 23 power power NOUN fbem-19580 12 24 and and CCONJ fbem-19580 12 25 the the DET fbem-19580 12 26 key key NOUN fbem-19580 12 27 to to ADP fbem-19580 12 28 the the DET fbem-19580 12 29 high high ADJ fbem-19580 12 30 - - PUNCT fbem-19580 12 31 quality quality NOUN fbem-19580 12 32 development development NOUN fbem-19580 12 33 of of ADP fbem-19580 12 34 agriculture agriculture NOUN fbem-19580 12 35 . . PUNCT fbem-19580 13 1 since since SCONJ fbem-19580 13 2 the the DET fbem-19580 13 3 implementation implementation NOUN fbem-19580 13 4 of of ADP fbem-19580 13 5 the the DET fbem-19580 13 6 agricultural agricultural ADJ fbem-19580 13 7 mechanization mechanization NOUN fbem-19580 13 8 promotion promotion NOUN fbem-19580 13 9 law law NOUN fbem-19580 13 10 in in ADP fbem-19580 13 11 2004 2004 NUM fbem-19580 13 12 , , PUNCT fbem-19580 13 13 china china PROPN fbem-19580 13 14 's 's PART fbem-19580 13 15 agricultural agricultural ADJ fbem-19580 13 16 mechanization mechanization NOUN fbem-19580 13 17 has have AUX fbem-19580 13 18 entered enter VERB fbem-19580 13 19 a a DET fbem-19580 13 20 period period NOUN fbem-19580 13 21 of of ADP fbem-19580 13 22 rapid rapid ADJ fbem-19580 13 23 development development NOUN fbem-19580 13 24 [ [ X fbem-19580 13 25 2 2 NUM fbem-19580 13 26 ] ] PUNCT fbem-19580 13 27 . . PUNCT fbem-19580 14 1 it it PRON fbem-19580 14 2 is be AUX fbem-19580 14 3 worth worth ADJ fbem-19580 14 4 noting note VERB fbem-19580 14 5 that that SCONJ fbem-19580 14 6 with with ADP fbem-19580 14 7 the the DET fbem-19580 14 8 acceleration acceleration NOUN fbem-19580 14 9 of of ADP fbem-19580 14 10 urbanization urbanization NOUN fbem-19580 14 11 , , PUNCT fbem-19580 14 12 more more ADJ fbem-19580 14 13 and and CCONJ fbem-19580 14 14 more more ADV fbem-19580 14 15 young young ADJ fbem-19580 14 16 rural rural ADJ fbem-19580 14 17 labor labor NOUN fbem-19580 14 18 force force NOUN fbem-19580 14 19 choose choose VERB fbem-19580 14 20 to to PART fbem-19580 14 21 leave leave VERB fbem-19580 14 22 the the DET fbem-19580 14 23 countryside countryside NOUN fbem-19580 14 24 , , PUNCT fbem-19580 14 25 leading lead VERB fbem-19580 14 26 to to ADP fbem-19580 14 27 the the DET fbem-19580 14 28 aging aging NOUN fbem-19580 14 29 of of ADP fbem-19580 14 30 rural rural ADJ fbem-19580 14 31 population population NOUN fbem-19580 14 32 . . PUNCT fbem-19580 15 1 in in ADP fbem-19580 15 2 this this DET fbem-19580 15 3 context context NOUN fbem-19580 15 4 , , PUNCT fbem-19580 15 5 the the DET fbem-19580 15 6 traditional traditional ADJ fbem-19580 15 7 mode mode NOUN fbem-19580 15 8 of of ADP fbem-19580 15 9 agricultural agricultural ADJ fbem-19580 15 10 production production NOUN fbem-19580 15 11 has have AUX fbem-19580 15 12 been be AUX fbem-19580 15 13 impacted impact VERB fbem-19580 15 14 to to ADP fbem-19580 15 15 a a DET fbem-19580 15 16 certain certain ADJ fbem-19580 15 17 extent extent NOUN fbem-19580 15 18 , , PUNCT fbem-19580 15 19 " " PUNCT fbem-19580 15 20 elderly elderly ADJ fbem-19580 15 21 agriculture agriculture NOUN fbem-19580 15 22 " " PUNCT fbem-19580 15 23 has have AUX fbem-19580 15 24 become become VERB fbem-19580 15 25 one one NUM fbem-19580 15 26 of of ADP fbem-19580 15 27 the the DET fbem-19580 15 28 important important ADJ fbem-19580 15 29 factors factor NOUN fbem-19580 15 30 hindering hinder VERB fbem-19580 15 31 the the DET fbem-19580 15 32 improvement improvement NOUN fbem-19580 15 33 of of ADP fbem-19580 15 34 agricultural agricultural ADJ fbem-19580 15 35 production production NOUN fbem-19580 15 36 efficiency efficiency NOUN fbem-19580 15 37 and and CCONJ fbem-19580 15 38 agricultural agricultural ADJ fbem-19580 15 39 development development NOUN fbem-19580 15 40 , , PUNCT fbem-19580 15 41 " " PUNCT fbem-19580 15 42 who who PRON fbem-19580 15 43 will will AUX fbem-19580 15 44 farm farm VERB fbem-19580 15 45 the the DET fbem-19580 15 46 land land NOUN fbem-19580 15 47 " " PUNCT fbem-19580 15 48 , , PUNCT fbem-19580 15 49 " " PUNCT fbem-19580 15 50 where where SCONJ fbem-19580 15 51 will will AUX fbem-19580 15 52 the the DET fbem-19580 15 53 grain grain NOUN fbem-19580 15 54 come come VERB fbem-19580 15 55 from from ADP fbem-19580 15 56 " " PUNCT fbem-19580 15 57 and and CCONJ fbem-19580 15 58 other other ADJ fbem-19580 15 59 practical practical ADJ fbem-19580 15 60 issues issue NOUN fbem-19580 15 61 have have AUX fbem-19580 15 62 gradually gradually ADV fbem-19580 15 63 become become VERB fbem-19580 15 64 the the DET fbem-19580 15 65 focus focus NOUN fbem-19580 15 66 of of ADP fbem-19580 15 67 the the DET fbem-19580 15 68 government government NOUN fbem-19580 15 69 . . PUNCT fbem-19580 16 1 according accord VERB fbem-19580 16 2 to to ADP fbem-19580 16 3 the the DET fbem-19580 16 4 data datum NOUN fbem-19580 16 5 of of ADP fbem-19580 16 6 the the DET fbem-19580 16 7 national national PROPN fbem-19580 16 8 bureau bureau PROPN fbem-19580 16 9 of of ADP fbem-19580 16 10 statistics statistic NOUN fbem-19580 16 11 , , PUNCT fbem-19580 16 12 the the DET fbem-19580 16 13 total total ADJ fbem-19580 16 14 investment investment NOUN fbem-19580 16 15 in in ADP fbem-19580 16 16 china china PROPN fbem-19580 16 17 's 's PART fbem-19580 16 18 primary primary ADJ fbem-19580 16 19 industry industry NOUN fbem-19580 16 20 from from ADP fbem-19580 16 21 january january PROPN fbem-19580 16 22 to to ADP fbem-19580 16 23 november november PROPN fbem-19580 16 24 2023 2023 NUM fbem-19580 16 25 was be AUX fbem-19580 16 26 964.7 964.7 NUM fbem-19580 16 27 billion billion NUM fbem-19580 16 28 yuan yuan NOUN fbem-19580 16 29 , , PUNCT fbem-19580 16 30 with with ADP fbem-19580 16 31 agricultural agricultural ADJ fbem-19580 16 32 investment investment NOUN fbem-19580 16 33 accounting account VERB fbem-19580 16 34 for for ADP fbem-19580 16 35 2.1 2.1 NUM fbem-19580 16 36 % % NOUN fbem-19580 16 37 of of ADP fbem-19580 16 38 the the DET fbem-19580 16 39 total total ADJ fbem-19580 16 40 investment investment NOUN fbem-19580 16 41 in in ADP fbem-19580 16 42 the the DET fbem-19580 16 43 whole whole ADJ fbem-19580 16 44 industry industry NOUN fbem-19580 16 45 , , PUNCT fbem-19580 16 46 and and CCONJ fbem-19580 16 47 the the DET fbem-19580 16 48 statistical statistical ADJ fbem-19580 16 49 investment investment NOUN fbem-19580 16 50 decreased decrease VERB fbem-19580 16 51 by by ADP fbem-19580 16 52 0.2 0.2 NUM fbem-19580 16 53 % % NOUN fbem-19580 16 54 year year NOUN fbem-19580 16 55 on on ADP fbem-19580 16 56 year year NOUN fbem-19580 16 57 . . PUNCT fbem-19580 17 1 under under ADP fbem-19580 17 2 this this DET fbem-19580 17 3 unfavorable unfavorable ADJ fbem-19580 17 4 situation situation NOUN fbem-19580 17 5 , , PUNCT fbem-19580 17 6 the the DET fbem-19580 17 7 traditional traditional ADJ fbem-19580 17 8 agriculture agriculture NOUN fbem-19580 17 9 that that PRON fbem-19580 17 10 only only ADV fbem-19580 17 11 depends depend VERB fbem-19580 17 12 on on ADP fbem-19580 17 13 production production NOUN fbem-19580 17 14 " " PUNCT fbem-19580 17 15 relying rely VERB fbem-19580 17 16 on on ADP fbem-19580 17 17 the the DET fbem-19580 17 18 harvest harvest NOUN fbem-19580 17 19 of of ADP fbem-19580 17 20 heaven heaven PROPN fbem-19580 17 21 " " PUNCT fbem-19580 17 22 , , PUNCT fbem-19580 17 23 labor labor NOUN fbem-19580 17 24 relying rely VERB fbem-19580 17 25 on on ADP fbem-19580 17 26 manpower manpower NOUN fbem-19580 17 27 , , PUNCT fbem-19580 17 28 and and CCONJ fbem-19580 17 29 unsustainable unsustainable ADJ fbem-19580 17 30 development development NOUN fbem-19580 17 31 is be AUX fbem-19580 17 32 no no ADV fbem-19580 17 33 longer long ADV fbem-19580 17 34 feasible feasible ADJ fbem-19580 17 35 . . PUNCT fbem-19580 18 1 it it PRON fbem-19580 18 2 is be AUX fbem-19580 18 3 necessary necessary ADJ fbem-19580 18 4 to to PART fbem-19580 18 5 seek seek VERB fbem-19580 18 6 a a DET fbem-19580 18 7 more more ADV fbem-19580 18 8 efficient efficient ADJ fbem-19580 18 9 , , PUNCT fbem-19580 18 10 high high ADJ fbem-19580 18 11 - - PUNCT fbem-19580 18 12 yield yield NOUN fbem-19580 18 13 , , PUNCT fbem-19580 18 14 environmentfriendly environmentfriendly ADV fbem-19580 18 15 , , PUNCT fbem-19580 18 16 green green ADJ fbem-19580 18 17 and and CCONJ fbem-19580 18 18 sustainable sustainable ADJ fbem-19580 18 19 agricultural agricultural ADJ fbem-19580 18 20 development development NOUN fbem-19580 18 21 model model NOUN fbem-19580 18 22 . . PUNCT fbem-19580 19 1 therefore therefore ADV fbem-19580 19 2 , , PUNCT fbem-19580 19 3 analyzing analyze VERB fbem-19580 19 4 the the DET fbem-19580 19 5 factors factor NOUN fbem-19580 19 6 affecting affect VERB fbem-19580 19 7 the the DET fbem-19580 19 8 improvement improvement NOUN fbem-19580 19 9 of of ADP fbem-19580 19 10 agricultural agricultural ADJ fbem-19580 19 11 green green ADJ fbem-19580 19 12 total total ADJ fbem-19580 19 13 factor factor NOUN fbem-19580 19 14 productivity productivity NOUN fbem-19580 19 15 , , PUNCT fbem-19580 19 16 exploring explore VERB fbem-19580 19 17 the the DET fbem-19580 19 18 prospect prospect NOUN fbem-19580 19 19 and and CCONJ fbem-19580 19 20 attitude attitude NOUN fbem-19580 19 21 of of ADP fbem-19580 19 22 residents resident NOUN fbem-19580 19 23 towards towards ADP fbem-19580 19 24 the the DET fbem-19580 19 25 improvement improvement NOUN fbem-19580 19 26 of of ADP fbem-19580 19 27 agricultural agricultural ADJ fbem-19580 19 28 green green ADJ fbem-19580 19 29 total total ADJ fbem-19580 19 30 factor factor NOUN fbem-19580 19 31 productivity productivity NOUN fbem-19580 19 32 , , PUNCT fbem-19580 19 33 and and CCONJ fbem-19580 19 34 summarizing summarize VERB fbem-19580 19 35 a a DET fbem-19580 19 36 set set NOUN fbem-19580 19 37 of of ADP fbem-19580 19 38 innovative innovative ADJ fbem-19580 19 39 improvement improvement NOUN fbem-19580 19 40 paths path NOUN fbem-19580 19 41 suitable suitable ADJ fbem-19580 19 42 for for ADP fbem-19580 19 43 the the DET fbem-19580 19 44 six six NUM fbem-19580 19 45 cities city NOUN fbem-19580 19 46 in in ADP fbem-19580 19 47 northern northern ADJ fbem-19580 19 48 anhui anhui PROPN fbem-19580 19 49 and and CCONJ fbem-19580 19 50 even even ADV fbem-19580 19 51 similar similar ADJ fbem-19580 19 52 agricultural agricultural ADJ fbem-19580 19 53 regions region NOUN fbem-19580 19 54 have have VERB fbem-19580 19 55 important important ADJ fbem-19580 19 56 research research NOUN fbem-19580 19 57 value value NOUN fbem-19580 19 58 for for ADP fbem-19580 19 59 promoting promote VERB fbem-19580 19 60 rural rural ADJ fbem-19580 19 61 revitalization revitalization NOUN fbem-19580 19 62 , , PUNCT fbem-19580 19 63 maintaining maintain VERB fbem-19580 19 64 food food NOUN fbem-19580 19 65 security security NOUN fbem-19580 19 66 , , PUNCT fbem-19580 19 67 protecting protect VERB fbem-19580 19 68 the the DET fbem-19580 19 69 ecological ecological ADJ fbem-19580 19 70 environment environment NOUN fbem-19580 19 71 , , PUNCT fbem-19580 19 72 and and CCONJ fbem-19580 19 73 answering answer VERB fbem-19580 19 74 the the DET fbem-19580 19 75 practical practical ADJ fbem-19580 19 76 problems problem NOUN fbem-19580 19 77 of of ADP fbem-19580 19 78 " " PUNCT fbem-19580 19 79 who who PRON fbem-19580 19 80 will will AUX fbem-19580 19 81 grow grow VERB fbem-19580 19 82 grain grain NOUN fbem-19580 19 83 " " PUNCT fbem-19580 19 84 and and CCONJ fbem-19580 19 85 " " PUNCT fbem-19580 19 86 where where SCONJ fbem-19580 19 87 will will AUX fbem-19580 19 88 grain grain VERB fbem-19580 19 89 come come VERB fbem-19580 19 90 from from ADP fbem-19580 19 91 " " PUNCT fbem-19580 19 92 in in ADP fbem-19580 19 93 the the DET fbem-19580 19 94 new new ADJ fbem-19580 19 95 era era NOUN fbem-19580 19 96 . . PUNCT fbem-19580 20 1 14 14 NUM fbem-19580 20 2 2 2 NUM fbem-19580 20 3 . . PUNCT fbem-19580 20 4 literature literature NOUN fbem-19580 20 5 review review PROPN fbem-19580 20 6 as as SCONJ fbem-19580 20 7 the the DET fbem-19580 20 8 key key ADJ fbem-19580 20 9 factor factor NOUN fbem-19580 20 10 to to PART fbem-19580 20 11 improve improve VERB fbem-19580 20 12 agricultural agricultural ADJ fbem-19580 20 13 productivity productivity NOUN fbem-19580 20 14 and and CCONJ fbem-19580 20 15 promote promote VERB fbem-19580 20 16 agricultural agricultural ADJ fbem-19580 20 17 modernization modernization NOUN fbem-19580 20 18 , , PUNCT fbem-19580 20 19 agricultural agricultural ADJ fbem-19580 20 20 mechanization mechanization NOUN fbem-19580 20 21 has have AUX fbem-19580 20 22 always always ADV fbem-19580 20 23 been be AUX fbem-19580 20 24 the the DET fbem-19580 20 25 core core NOUN fbem-19580 20 26 issue issue NOUN fbem-19580 20 27 in in ADP fbem-19580 20 28 the the DET fbem-19580 20 29 field field NOUN fbem-19580 20 30 of of ADP fbem-19580 20 31 agricultural agricultural ADJ fbem-19580 20 32 economy economy NOUN fbem-19580 20 33 . . PUNCT fbem-19580 21 1 domestic domestic ADJ fbem-19580 21 2 literature literature NOUN fbem-19580 21 3 has have AUX fbem-19580 21 4 conducted conduct VERB fbem-19580 21 5 a a DET fbem-19580 21 6 large large ADJ fbem-19580 21 7 number number NOUN fbem-19580 21 8 of of ADP fbem-19580 21 9 studies study NOUN fbem-19580 21 10 on on ADP fbem-19580 21 11 the the DET fbem-19580 21 12 international international ADJ fbem-19580 21 13 differences difference NOUN fbem-19580 21 14 of of ADP fbem-19580 21 15 agricultural agricultural ADJ fbem-19580 21 16 total total ADJ fbem-19580 21 17 factor factor NOUN fbem-19580 21 18 productivity productivity NOUN fbem-19580 21 19 from from ADP fbem-19580 21 20 different different ADJ fbem-19580 21 21 angles angle NOUN fbem-19580 21 22 . . PUNCT fbem-19580 22 1 in in ADP fbem-19580 22 2 terms term NOUN fbem-19580 22 3 of of ADP fbem-19580 22 4 measuring measure VERB fbem-19580 22 5 methods method NOUN fbem-19580 22 6 of of ADP fbem-19580 22 7 agricultural agricultural ADJ fbem-19580 22 8 total total ADJ fbem-19580 22 9 factor factor NOUN fbem-19580 22 10 productivity productivity NOUN fbem-19580 22 11 , , PUNCT fbem-19580 22 12 zhaozhe[3 zhaozhe[3 SYM fbem-19580 22 13 ] ] X fbem-19580 22 14 used use VERB fbem-19580 22 15 sbm sbm PROPN fbem-19580 22 16 - - PUNCT fbem-19580 22 17 ddf ddf PROPN fbem-19580 22 18 model model NOUN fbem-19580 22 19 to to PART fbem-19580 22 20 measure measure VERB fbem-19580 22 21 agricultural agricultural ADJ fbem-19580 22 22 green green ADJ fbem-19580 22 23 total total ADJ fbem-19580 22 24 factor factor NOUN fbem-19580 22 25 productivity productivity NOUN fbem-19580 22 26 , , PUNCT fbem-19580 22 27 and and CCONJ fbem-19580 22 28 used use VERB fbem-19580 22 29 gml gml NOUN fbem-19580 22 30 index index NOUN fbem-19580 22 31 and and CCONJ fbem-19580 22 32 threshold threshold NOUN fbem-19580 22 33 regression regression NOUN fbem-19580 22 34 model model NOUN fbem-19580 22 35 to to PART fbem-19580 22 36 explore explore VERB fbem-19580 22 37 the the DET fbem-19580 22 38 impact impact NOUN fbem-19580 22 39 of of ADP fbem-19580 22 40 agricultural agricultural ADJ fbem-19580 22 41 green green ADJ fbem-19580 22 42 total total ADJ fbem-19580 22 43 factor factor NOUN fbem-19580 22 44 productivity productivity NOUN fbem-19580 22 45 on on ADP fbem-19580 22 46 urban urban ADJ fbem-19580 22 47 - - PUNCT fbem-19580 22 48 rural rural ADJ fbem-19580 22 49 income income NOUN fbem-19580 22 50 gap gap NOUN fbem-19580 22 51 . . PUNCT fbem-19580 23 1 wangchaohui wangchaohui PROPN fbem-19580 23 2 et et PROPN fbem-19580 23 3 al al PROPN fbem-19580 24 1 [ [ X fbem-19580 24 2 4 4 X fbem-19580 24 3 ] ] PUNCT fbem-19580 24 4 comprehensively comprehensively ADV fbem-19580 24 5 used use VERB fbem-19580 24 6 dea dea PROPN fbem-19580 24 7 malmquist malmquist PROPN fbem-19580 24 8 , , PUNCT fbem-19580 24 9 spatial spatial ADJ fbem-19580 24 10 autocorrelation autocorrelation NOUN fbem-19580 24 11 method method NOUN fbem-19580 24 12 and and CCONJ fbem-19580 24 13 spatial spatial ADJ fbem-19580 24 14 lag lag NOUN fbem-19580 24 15 model model NOUN fbem-19580 24 16 to to PART fbem-19580 24 17 analyze analyze VERB fbem-19580 24 18 the the DET fbem-19580 24 19 spatial spatial ADJ fbem-19580 24 20 differentiation differentiation NOUN fbem-19580 24 21 pattern pattern NOUN fbem-19580 24 22 of of ADP fbem-19580 24 23 rural rural ADJ fbem-19580 24 24 labor labor NOUN fbem-19580 24 25 non non ADJ fbem-19580 24 26 - - ADJ fbem-19580 24 27 agricultural agricultural ADJ fbem-19580 24 28 transfer transfer NOUN fbem-19580 24 29 , , PUNCT fbem-19580 24 30 and and CCONJ fbem-19580 24 31 discussed discuss VERB fbem-19580 24 32 the the DET fbem-19580 24 33 impact impact NOUN fbem-19580 24 34 of of ADP fbem-19580 24 35 agricultural agricultural ADJ fbem-19580 24 36 total total ADJ fbem-19580 24 37 factor factor NOUN fbem-19580 24 38 productivity productivity NOUN fbem-19580 24 39 on on ADP fbem-19580 24 40 rural rural ADJ fbem-19580 24 41 labor labor NOUN fbem-19580 24 42 nonagricultural nonagricultural ADJ fbem-19580 24 43 transfer transfer NOUN fbem-19580 24 44 and and CCONJ fbem-19580 24 45 its its PRON fbem-19580 24 46 spatial spatial ADJ fbem-19580 24 47 effect effect NOUN fbem-19580 24 48 . . PUNCT fbem-19580 25 1 in in ADP fbem-19580 25 2 terms term NOUN fbem-19580 25 3 of of ADP fbem-19580 25 4 exploring explore VERB fbem-19580 25 5 the the DET fbem-19580 25 6 influencing influence VERB fbem-19580 25 7 factors factor NOUN fbem-19580 25 8 of of ADP fbem-19580 25 9 agricultural agricultural ADJ fbem-19580 25 10 total total ADJ fbem-19580 25 11 factor factor NOUN fbem-19580 25 12 productivity productivity NOUN fbem-19580 25 13 , , PUNCT fbem-19580 25 14 lishimei lishimei PROPN fbem-19580 25 15 et et PROPN fbem-19580 25 16 al al PROPN fbem-19580 26 1 [ [ X fbem-19580 26 2 5 5 NUM fbem-19580 26 3 ] ] PUNCT fbem-19580 26 4 believed believe VERB fbem-19580 26 5 that that SCONJ fbem-19580 26 6 the the DET fbem-19580 26 7 impact impact NOUN fbem-19580 26 8 of of ADP fbem-19580 26 9 rural rural ADJ fbem-19580 26 10 labor labor NOUN fbem-19580 26 11 transfer transfer NOUN fbem-19580 26 12 on on ADP fbem-19580 26 13 the the DET fbem-19580 26 14 eastern eastern ADJ fbem-19580 26 15 , , PUNCT fbem-19580 26 16 central central ADJ fbem-19580 26 17 and and CCONJ fbem-19580 26 18 western western ADJ fbem-19580 26 19 regions region NOUN fbem-19580 26 20 was be AUX fbem-19580 26 21 heterogeneous heterogeneous ADJ fbem-19580 26 22 , , PUNCT fbem-19580 26 23 which which PRON fbem-19580 26 24 hindered hinder VERB fbem-19580 26 25 the the DET fbem-19580 26 26 improvement improvement NOUN fbem-19580 26 27 of of ADP fbem-19580 26 28 agricultural agricultural ADJ fbem-19580 26 29 total total ADJ fbem-19580 26 30 factor factor NOUN fbem-19580 26 31 productivity productivity NOUN fbem-19580 26 32 . . PUNCT fbem-19580 27 1 dengxiaolan dengxiaolan PROPN fbem-19580 27 2 and and CCONJ fbem-19580 27 3 others other NOUN fbem-19580 28 1 [ [ X fbem-19580 28 2 6 6 NUM fbem-19580 28 3 ] ] PUNCT fbem-19580 28 4 believe believe VERB fbem-19580 28 5 that that SCONJ fbem-19580 28 6 the the DET fbem-19580 28 7 degree degree NOUN fbem-19580 28 8 of of ADP fbem-19580 28 9 agricultural agricultural ADJ fbem-19580 28 10 mechanization mechanization NOUN fbem-19580 28 11 has have VERB fbem-19580 28 12 a a DET fbem-19580 28 13 positive positive ADJ fbem-19580 28 14 role role NOUN fbem-19580 28 15 in in ADP fbem-19580 28 16 promoting promote VERB fbem-19580 28 17 agricultural agricultural ADJ fbem-19580 28 18 total total ADJ fbem-19580 28 19 factor factor NOUN fbem-19580 28 20 productivity productivity NOUN fbem-19580 28 21 . . PUNCT fbem-19580 29 1 according accord VERB fbem-19580 29 2 to to ADP fbem-19580 29 3 the the DET fbem-19580 29 4 existing exist VERB fbem-19580 29 5 domestic domestic ADJ fbem-19580 29 6 studies study NOUN fbem-19580 29 7 , , PUNCT fbem-19580 29 8 the the DET fbem-19580 29 9 academic academic ADJ fbem-19580 29 10 circle circle NOUN fbem-19580 29 11 has have AUX fbem-19580 29 12 made make VERB fbem-19580 29 13 a a DET fbem-19580 29 14 more more ADJ fbem-19580 29 15 in in ADP fbem-19580 29 16 - - PUNCT fbem-19580 29 17 depth depth NOUN fbem-19580 29 18 analysis analysis NOUN fbem-19580 29 19 of of ADP fbem-19580 29 20 the the DET fbem-19580 29 21 impact impact NOUN fbem-19580 29 22 of of ADP fbem-19580 29 23 agricultural agricultural ADJ fbem-19580 29 24 mechanization mechanization NOUN fbem-19580 29 25 and and CCONJ fbem-19580 29 26 rural rural ADJ fbem-19580 29 27 labor labor NOUN fbem-19580 29 28 transfer transfer NOUN fbem-19580 29 29 on on ADP fbem-19580 29 30 agricultural agricultural ADJ fbem-19580 29 31 total total ADJ fbem-19580 29 32 factor factor NOUN fbem-19580 29 33 productivity productivity NOUN fbem-19580 29 34 [ [ X fbem-19580 29 35 7 7 NUM fbem-19580 29 36 ] ] PUNCT fbem-19580 29 37 , , PUNCT fbem-19580 29 38 but but CCONJ fbem-19580 29 39 there there PRON fbem-19580 29 40 are be VERB fbem-19580 29 41 still still ADV fbem-19580 29 42 shortcomings shortcoming NOUN fbem-19580 29 43 : : PUNCT fbem-19580 29 44 first first ADV fbem-19580 29 45 , , PUNCT fbem-19580 29 46 the the DET fbem-19580 29 47 existing exist VERB fbem-19580 29 48 studies study NOUN fbem-19580 29 49 have have AUX fbem-19580 29 50 mostly mostly ADV fbem-19580 29 51 analyzed analyze VERB fbem-19580 29 52 the the DET fbem-19580 29 53 impact impact NOUN fbem-19580 29 54 mechanism mechanism NOUN fbem-19580 29 55 of of ADP fbem-19580 29 56 agricultural agricultural ADJ fbem-19580 29 57 mechanization mechanization NOUN fbem-19580 29 58 and and CCONJ fbem-19580 29 59 agricultural agricultural ADJ fbem-19580 29 60 total total ADJ fbem-19580 29 61 factor factor NOUN fbem-19580 29 62 productivity productivity NOUN fbem-19580 29 63 in in ADP fbem-19580 29 64 theory theory NOUN fbem-19580 29 65 , , PUNCT fbem-19580 29 66 or or CCONJ fbem-19580 29 67 obtained obtain VERB fbem-19580 29 68 relevant relevant ADJ fbem-19580 29 69 panel panel NOUN fbem-19580 29 70 data datum NOUN fbem-19580 29 71 from from ADP fbem-19580 29 72 the the DET fbem-19580 29 73 macro macro ADJ fbem-19580 29 74 level level NOUN fbem-19580 29 75 for for ADP fbem-19580 29 76 empirical empirical ADJ fbem-19580 29 77 test test NOUN fbem-19580 29 78 , , PUNCT fbem-19580 29 79 it it PRON fbem-19580 29 80 is be AUX fbem-19580 29 81 easy easy ADJ fbem-19580 29 82 to to PART fbem-19580 29 83 ignore ignore VERB fbem-19580 29 84 the the DET fbem-19580 29 85 actual actual ADJ fbem-19580 29 86 problems problem NOUN fbem-19580 29 87 and and CCONJ fbem-19580 29 88 real real ADJ fbem-19580 29 89 situations situation NOUN fbem-19580 29 90 at at ADP fbem-19580 29 91 the the DET fbem-19580 29 92 micro micro ADJ fbem-19580 29 93 level level NOUN fbem-19580 29 94 . . PUNCT fbem-19580 30 1 second second ADV fbem-19580 30 2 , , PUNCT fbem-19580 30 3 there there PRON fbem-19580 30 4 are be VERB fbem-19580 30 5 few few ADJ fbem-19580 30 6 studies study NOUN fbem-19580 30 7 on on ADP fbem-19580 30 8 the the DET fbem-19580 30 9 impact impact NOUN fbem-19580 30 10 path path NOUN fbem-19580 30 11 of of ADP fbem-19580 30 12 agricultural agricultural ADJ fbem-19580 30 13 mechanization mechanization NOUN fbem-19580 30 14 on on ADP fbem-19580 30 15 the the DET fbem-19580 30 16 improvement improvement NOUN fbem-19580 30 17 of of ADP fbem-19580 30 18 agricultural agricultural ADJ fbem-19580 30 19 total total ADJ fbem-19580 30 20 factor factor NOUN fbem-19580 30 21 productivity productivity NOUN fbem-19580 30 22 . . PUNCT fbem-19580 31 1 the the DET fbem-19580 31 2 impact impact NOUN fbem-19580 31 3 mechanism mechanism NOUN fbem-19580 31 4 of of ADP fbem-19580 31 5 agricultural agricultural ADJ fbem-19580 31 6 mechanization mechanization NOUN fbem-19580 31 7 on on ADP fbem-19580 31 8 agricultural agricultural ADJ fbem-19580 31 9 total total ADJ fbem-19580 31 10 factor factor NOUN fbem-19580 31 11 productivity productivity NOUN fbem-19580 31 12 and and CCONJ fbem-19580 31 13 the the DET fbem-19580 31 14 improvement improvement NOUN fbem-19580 31 15 path path NOUN fbem-19580 31 16 of of ADP fbem-19580 31 17 agricultural agricultural ADJ fbem-19580 31 18 total total ADJ fbem-19580 31 19 factor factor NOUN fbem-19580 31 20 productivity productivity NOUN fbem-19580 31 21 are be AUX fbem-19580 31 22 still still ADV fbem-19580 31 23 worth worth ADJ fbem-19580 31 24 further further ADJ fbem-19580 31 25 discussion discussion NOUN fbem-19580 31 26 . . PUNCT fbem-19580 32 1 therefore therefore ADV fbem-19580 32 2 , , PUNCT fbem-19580 32 3 based base VERB fbem-19580 32 4 on on ADP fbem-19580 32 5 the the DET fbem-19580 32 6 survey survey NOUN fbem-19580 32 7 data datum NOUN fbem-19580 32 8 of of ADP fbem-19580 32 9 the the DET fbem-19580 32 10 six six NUM fbem-19580 32 11 cities city NOUN fbem-19580 32 12 in in ADP fbem-19580 32 13 northern northern ADJ fbem-19580 32 14 anhui anhui PROPN fbem-19580 32 15 , , PUNCT fbem-19580 32 16 this this DET fbem-19580 32 17 study study NOUN fbem-19580 32 18 analyzes analyze VERB fbem-19580 32 19 the the DET fbem-19580 32 20 factors factor NOUN fbem-19580 32 21 affecting affect VERB fbem-19580 32 22 the the DET fbem-19580 32 23 improvement improvement NOUN fbem-19580 32 24 of of ADP fbem-19580 32 25 agricultural agricultural ADJ fbem-19580 32 26 green green ADJ fbem-19580 32 27 total total ADJ fbem-19580 32 28 factor factor NOUN fbem-19580 32 29 productivity productivity NOUN fbem-19580 32 30 by by ADP fbem-19580 32 31 establishing establish VERB fbem-19580 32 32 sem sem ADJ fbem-19580 32 33 model model NOUN fbem-19580 32 34 and and CCONJ fbem-19580 32 35 decision decision NOUN fbem-19580 32 36 tree tree NOUN fbem-19580 32 37 model model NOUN fbem-19580 32 38 , , PUNCT fbem-19580 32 39 and and CCONJ fbem-19580 32 40 explores explore VERB fbem-19580 32 41 the the DET fbem-19580 32 42 prospect prospect NOUN fbem-19580 32 43 and and CCONJ fbem-19580 32 44 attitude attitude NOUN fbem-19580 32 45 of of ADP fbem-19580 32 46 residents resident NOUN fbem-19580 32 47 in in ADP fbem-19580 32 48 the the DET fbem-19580 32 49 six six NUM fbem-19580 32 50 cities city NOUN fbem-19580 32 51 in in ADP fbem-19580 32 52 northern northern ADJ fbem-19580 32 53 anhui anhui PROPN fbem-19580 32 54 on on ADP fbem-19580 32 55 the the DET fbem-19580 32 56 improvement improvement NOUN fbem-19580 32 57 of of ADP fbem-19580 32 58 agricultural agricultural ADJ fbem-19580 32 59 green green ADJ fbem-19580 32 60 total total ADJ fbem-19580 32 61 factor factor NOUN fbem-19580 32 62 productivity productivity NOUN fbem-19580 32 63 , , PUNCT fbem-19580 32 64 so so SCONJ fbem-19580 32 65 as as SCONJ fbem-19580 32 66 to to PART fbem-19580 32 67 explore explore VERB fbem-19580 32 68 the the DET fbem-19580 32 69 feasible feasible ADJ fbem-19580 32 70 path path NOUN fbem-19580 32 71 for for ADP fbem-19580 32 72 the the DET fbem-19580 32 73 improvement improvement NOUN fbem-19580 32 74 of of ADP fbem-19580 32 75 agricultural agricultural ADJ fbem-19580 32 76 green green ADJ fbem-19580 32 77 total total ADJ fbem-19580 32 78 factor factor NOUN fbem-19580 32 79 productivity productivity NOUN fbem-19580 32 80 in in ADP fbem-19580 32 81 the the DET fbem-19580 32 82 six six NUM fbem-19580 32 83 cities city NOUN fbem-19580 32 84 in in ADP fbem-19580 32 85 northern northern ADJ fbem-19580 32 86 anhui anhui PROPN fbem-19580 32 87 to to PART fbem-19580 32 88 realize realize VERB fbem-19580 32 89 the the DET fbem-19580 32 90 high high ADJ fbem-19580 32 91 - - PUNCT fbem-19580 32 92 quality quality NOUN fbem-19580 32 93 development development NOUN fbem-19580 32 94 of of ADP fbem-19580 32 95 agriculture agriculture NOUN fbem-19580 32 96 and and CCONJ fbem-19580 32 97 rural rural ADJ fbem-19580 32 98 areas area NOUN fbem-19580 32 99 , , PUNCT fbem-19580 32 100 this this DET fbem-19580 32 101 paper paper NOUN fbem-19580 32 102 puts put VERB fbem-19580 32 103 forward forward ADV fbem-19580 32 104 targeted target VERB fbem-19580 32 105 policy policy NOUN fbem-19580 32 106 suggestions suggestion NOUN fbem-19580 32 107 and and CCONJ fbem-19580 32 108 reference reference NOUN fbem-19580 32 109 basis basis NOUN fbem-19580 32 110 . . PUNCT fbem-19580 33 1 3 3 X fbem-19580 33 2 . . X fbem-19580 33 3 data datum NOUN fbem-19580 33 4 and and CCONJ fbem-19580 33 5 methods method NOUN fbem-19580 33 6 3.1 3.1 NUM fbem-19580 33 7 . . PUNCT fbem-19580 34 1 data datum NOUN fbem-19580 34 2 sources source NOUN fbem-19580 34 3 the the DET fbem-19580 34 4 data datum NOUN fbem-19580 34 5 used use VERB fbem-19580 34 6 in in ADP fbem-19580 34 7 this this DET fbem-19580 34 8 study study NOUN fbem-19580 34 9 are be AUX fbem-19580 34 10 from from ADP fbem-19580 34 11 the the DET fbem-19580 34 12 social social ADJ fbem-19580 34 13 practice practice NOUN fbem-19580 34 14 survey survey NOUN fbem-19580 34 15 conducted conduct VERB fbem-19580 34 16 by by ADP fbem-19580 34 17 the the DET fbem-19580 34 18 team team NOUN fbem-19580 34 19 in in ADP fbem-19580 34 20 six six NUM fbem-19580 34 21 cities city NOUN fbem-19580 34 22 in in ADP fbem-19580 34 23 northern northern ADJ fbem-19580 34 24 anhui anhui PROPN fbem-19580 34 25 in in ADP fbem-19580 34 26 january january PROPN fbem-19580 34 27 2024 2024 NUM fbem-19580 34 28 . . PUNCT fbem-19580 35 1 in in ADP fbem-19580 35 2 order order NOUN fbem-19580 35 3 to to PART fbem-19580 35 4 select select VERB fbem-19580 35 5 a a DET fbem-19580 35 6 small small ADJ fbem-19580 35 7 number number NOUN fbem-19580 35 8 of of ADP fbem-19580 35 9 representative representative ADJ fbem-19580 35 10 research research NOUN fbem-19580 35 11 areas area NOUN fbem-19580 35 12 , , PUNCT fbem-19580 35 13 this this DET fbem-19580 35 14 survey survey NOUN fbem-19580 35 15 used use VERB fbem-19580 35 16 the the DET fbem-19580 35 17 pps pps NOUN fbem-19580 35 18 sampling sampling NOUN fbem-19580 35 19 method method NOUN fbem-19580 35 20 to to PART fbem-19580 35 21 conduct conduct VERB fbem-19580 35 22 a a DET fbem-19580 35 23 questionnaire questionnaire NOUN fbem-19580 35 24 survey survey NOUN fbem-19580 35 25 on on ADP fbem-19580 35 26 the the DET fbem-19580 35 27 residents resident NOUN fbem-19580 35 28 of of ADP fbem-19580 35 29 six six NUM fbem-19580 35 30 cities city NOUN fbem-19580 35 31 in in ADP fbem-19580 35 32 northern northern ADJ fbem-19580 35 33 anhui anhui PROPN fbem-19580 35 34 . . PUNCT fbem-19580 36 1 by by ADP fbem-19580 36 2 consulting consult VERB fbem-19580 36 3 the the DET fbem-19580 36 4 statistical statistical ADJ fbem-19580 36 5 yearbook yearbook NOUN fbem-19580 36 6 of of ADP fbem-19580 36 7 anhui anhui PROPN fbem-19580 36 8 province province PROPN fbem-19580 36 9 in in ADP fbem-19580 36 10 2023 2023 NUM fbem-19580 36 11 , , PUNCT fbem-19580 36 12 the the DET fbem-19580 36 13 population population NOUN fbem-19580 36 14 distribution distribution NOUN fbem-19580 36 15 of of ADP fbem-19580 36 16 six six NUM fbem-19580 36 17 cities city NOUN fbem-19580 36 18 in in ADP fbem-19580 36 19 northern northern ADJ fbem-19580 36 20 anhui anhui PROPN fbem-19580 36 21 was be AUX fbem-19580 36 22 investigated investigate VERB fbem-19580 36 23 , , PUNCT fbem-19580 36 24 and and CCONJ fbem-19580 36 25 four four NUM fbem-19580 36 26 rounds round NOUN fbem-19580 36 27 of of ADP fbem-19580 36 28 stratified stratified ADJ fbem-19580 36 29 sampling sampling NOUN fbem-19580 36 30 were be AUX fbem-19580 36 31 conducted conduct VERB fbem-19580 36 32 according accord VERB fbem-19580 36 33 to to ADP fbem-19580 36 34 the the DET fbem-19580 36 35 proportion proportion NOUN fbem-19580 36 36 of of ADP fbem-19580 36 37 permanent permanent ADJ fbem-19580 36 38 residents resident NOUN fbem-19580 36 39 in in ADP fbem-19580 36 40 the the DET fbem-19580 36 41 six six NUM fbem-19580 36 42 cities city NOUN fbem-19580 36 43 . . PUNCT fbem-19580 37 1 in in ADP fbem-19580 37 2 the the DET fbem-19580 37 3 survey survey NOUN fbem-19580 37 4 sample sample NOUN fbem-19580 37 5 , , PUNCT fbem-19580 37 6 men man NOUN fbem-19580 37 7 accounted account VERB fbem-19580 37 8 for for ADP fbem-19580 37 9 52.74 52.74 NUM fbem-19580 37 10 % % NOUN fbem-19580 37 11 , , PUNCT fbem-19580 37 12 indicating indicate VERB fbem-19580 37 13 that that SCONJ fbem-19580 37 14 the the DET fbem-19580 37 15 respondents respondent NOUN fbem-19580 37 16 were be AUX fbem-19580 37 17 mainly mainly ADV fbem-19580 37 18 men man NOUN fbem-19580 37 19 ; ; PUNCT fbem-19580 37 20 34.25 34.25 NUM fbem-19580 37 21 % % NOUN fbem-19580 37 22 of of ADP fbem-19580 37 23 the the DET fbem-19580 37 24 respondents respondent NOUN fbem-19580 37 25 were be AUX fbem-19580 37 26 aged age VERB fbem-19580 37 27 from from ADP fbem-19580 37 28 18 18 NUM fbem-19580 37 29 to to PART fbem-19580 37 30 30 30 NUM fbem-19580 37 31 , , PUNCT fbem-19580 37 32 indicating indicate VERB fbem-19580 37 33 that that SCONJ fbem-19580 37 34 the the DET fbem-19580 37 35 respondents respondent NOUN fbem-19580 37 36 were be AUX fbem-19580 37 37 mainly mainly ADV fbem-19580 37 38 young young ADJ fbem-19580 37 39 and and CCONJ fbem-19580 37 40 middle middle ADJ fbem-19580 37 41 - - PUNCT fbem-19580 37 42 aged aged ADJ fbem-19580 37 43 ; ; PUNCT fbem-19580 37 44 36.99 36.99 NUM fbem-19580 37 45 % % NOUN fbem-19580 37 46 of of ADP fbem-19580 37 47 the the DET fbem-19580 37 48 respondents respondent NOUN fbem-19580 37 49 had have VERB fbem-19580 37 50 a a DET fbem-19580 37 51 higher high ADJ fbem-19580 37 52 education education NOUN fbem-19580 37 53 level level NOUN fbem-19580 37 54 than than ADP fbem-19580 37 55 the the DET fbem-19580 37 56 respondents respondent NOUN fbem-19580 37 57 in in ADP fbem-19580 37 58 the the DET fbem-19580 37 59 table table NOUN fbem-19580 37 60 ; ; PUNCT fbem-19580 37 61 the the DET fbem-19580 37 62 monthly monthly ADJ fbem-19580 37 63 income income NOUN fbem-19580 37 64 of of ADP fbem-19580 37 65 5001 5001 NUM fbem-19580 37 66 - - SYM fbem-19580 37 67 10000 10000 NUM fbem-19580 37 68 yuan yuan NOUN fbem-19580 37 69 accounted account VERB fbem-19580 37 70 for for ADP fbem-19580 37 71 30.14 30.14 NUM fbem-19580 37 72 % % NOUN fbem-19580 37 73 , , PUNCT fbem-19580 37 74 indicating indicate VERB fbem-19580 37 75 that that SCONJ fbem-19580 37 76 the the DET fbem-19580 37 77 respondents respondent NOUN fbem-19580 37 78 were be AUX fbem-19580 37 79 mainly mainly ADV fbem-19580 37 80 middle middle ADJ fbem-19580 37 81 - - PUNCT fbem-19580 37 82 income income NOUN fbem-19580 37 83 groups group NOUN fbem-19580 37 84 . . PUNCT fbem-19580 38 1 overall overall ADV fbem-19580 38 2 , , PUNCT fbem-19580 38 3 the the DET fbem-19580 38 4 survey survey NOUN fbem-19580 38 5 sample sample NOUN fbem-19580 38 6 shows show VERB fbem-19580 38 7 the the DET fbem-19580 38 8 basic basic ADJ fbem-19580 38 9 characteristics characteristic NOUN fbem-19580 38 10 of of ADP fbem-19580 38 11 male male NOUN fbem-19580 38 12 dominated dominate VERB fbem-19580 38 13 , , PUNCT fbem-19580 38 14 moderate moderate ADJ fbem-19580 38 15 age age NOUN fbem-19580 38 16 , , PUNCT fbem-19580 38 17 high high ADJ fbem-19580 38 18 education education NOUN fbem-19580 38 19 level level NOUN fbem-19580 38 20 and and CCONJ fbem-19580 38 21 medium medium ADJ fbem-19580 38 22 monthly monthly ADJ fbem-19580 38 23 income income NOUN fbem-19580 38 24 level level NOUN fbem-19580 38 25 . . PUNCT fbem-19580 39 1 3.2 3.2 NUM fbem-19580 39 2 . . PUNCT fbem-19580 39 3 model model NOUN fbem-19580 39 4 establishment establishment NOUN fbem-19580 39 5 3.2.1 3.2.1 NUM fbem-19580 39 6 . . PUNCT fbem-19580 40 1 sem sem PROPN fbem-19580 40 2 model model PROPN fbem-19580 40 3 sem sem PROPN fbem-19580 40 4 model model PROPN fbem-19580 40 5 , , PUNCT fbem-19580 40 6 namely namely ADV fbem-19580 40 7 structural structural ADJ fbem-19580 40 8 equation equation NOUN fbem-19580 40 9 model model NOUN fbem-19580 40 10 , , PUNCT fbem-19580 40 11 is be AUX fbem-19580 40 12 a a DET fbem-19580 40 13 framework framework NOUN fbem-19580 40 14 model model NOUN fbem-19580 40 15 for for ADP fbem-19580 40 16 constructing construct VERB fbem-19580 40 17 , , PUNCT fbem-19580 40 18 evaluating evaluate VERB fbem-19580 40 19 and and CCONJ fbem-19580 40 20 quantifying quantify VERB fbem-19580 40 21 the the DET fbem-19580 40 22 direct direct ADJ fbem-19580 40 23 and and CCONJ fbem-19580 40 24 indirect indirect ADJ fbem-19580 40 25 effects effect NOUN fbem-19580 40 26 in in ADP fbem-19580 40 27 causal causal ADJ fbem-19580 40 28 network network NOUN fbem-19580 40 29 , , PUNCT fbem-19580 40 30 including include VERB fbem-19580 40 31 two two NUM fbem-19580 40 32 basic basic ADJ fbem-19580 40 33 models model NOUN fbem-19580 40 34 : : PUNCT fbem-19580 40 35 measurement measurement NOUN fbem-19580 40 36 model model NOUN fbem-19580 40 37 and and CCONJ fbem-19580 40 38 structural structural ADJ fbem-19580 40 39 model model NOUN fbem-19580 40 40 . . PUNCT fbem-19580 41 1 the the DET fbem-19580 41 2 measurement measurement NOUN fbem-19580 41 3 model model NOUN fbem-19580 41 4 represents represent VERB fbem-19580 41 5 the the DET fbem-19580 41 6 covariant covariant ADJ fbem-19580 41 7 relationship relationship NOUN fbem-19580 41 8 between between ADP fbem-19580 41 9 potential potential ADJ fbem-19580 41 10 variables variable NOUN fbem-19580 41 11 and and CCONJ fbem-19580 41 12 observation observation NOUN fbem-19580 41 13 variables variable NOUN fbem-19580 41 14 , , PUNCT fbem-19580 41 15 and and CCONJ fbem-19580 41 16 can can AUX fbem-19580 41 17 be be AUX fbem-19580 41 18 regarded regard VERB fbem-19580 41 19 as as ADP fbem-19580 41 20 a a DET fbem-19580 41 21 regression regression NOUN fbem-19580 41 22 model model NOUN fbem-19580 41 23 , , PUNCT fbem-19580 41 24 regression regression NOUN fbem-19580 41 25 from from ADP fbem-19580 41 26 observation observation NOUN fbem-19580 41 27 variables variable NOUN fbem-19580 41 28 to to ADP fbem-19580 41 29 potential potential ADJ fbem-19580 41 30 variables variable NOUN fbem-19580 41 31 . . PUNCT fbem-19580 42 1 the the DET fbem-19580 42 2 equation equation NOUN fbem-19580 42 3 can can AUX fbem-19580 42 4 be be AUX fbem-19580 42 5 expressed express VERB fbem-19580 42 6 as as ADP fbem-19580 42 7 : : PUNCT fbem-19580 42 8 𝑦 𝑦 NOUN fbem-19580 42 9 λ𝑀 λ𝑀 PROPN fbem-19580 42 10 πœ€ πœ€ PROPN fbem-19580 42 11 , , PUNCT fbem-19580 42 12 𝑖 𝑖 NOUN fbem-19580 42 13 1,2 1,2 NUM fbem-19580 42 14 , , PUNCT fbem-19580 42 15 … … PUNCT fbem-19580 42 16 , , PUNCT fbem-19580 42 17 𝑛 𝑛 X fbem-19580 42 18 ( ( PUNCT fbem-19580 42 19 1 1 NUM fbem-19580 42 20 ) ) PUNCT fbem-19580 42 21 where where SCONJ fbem-19580 42 22 , , PUNCT fbem-19580 42 23 y y PROPN fbem-19580 42 24 is be AUX fbem-19580 42 25 the the DET fbem-19580 42 26 observation observation NOUN fbem-19580 42 27 variable variable NOUN fbem-19580 42 28 of of ADP fbem-19580 42 29 1 1 NUM fbem-19580 42 30 and and CCONJ fbem-19580 42 31 Ξ» Ξ» PROPN fbem-19580 42 32 is be AUX fbem-19580 42 33 the the DET fbem-19580 42 34 factor factor NOUN fbem-19580 42 35 matrix matrix NOUN fbem-19580 42 36 of of ADP fbem-19580 42 37 p p X fbem-19580 42 38 q q NOUN fbem-19580 42 39 corresponding correspond VERB fbem-19580 42 40 to to ADP fbem-19580 42 41 the the DET fbem-19580 42 42 observation observation NOUN fbem-19580 42 43 vector vector NOUN fbem-19580 42 44 ; ; PUNCT fbem-19580 42 45 w w NOUN fbem-19580 42 46 is be AUX fbem-19580 42 47 the the DET fbem-19580 42 48 factor factor NOUN fbem-19580 42 49 score score NOUN fbem-19580 42 50 vector vector NOUN fbem-19580 42 51 of of ADP fbem-19580 42 52 p p NOUN fbem-19580 42 53 1 1 NUM fbem-19580 42 54 . . PUNCT fbem-19580 43 1 the the DET fbem-19580 43 2 structural structural ADJ fbem-19580 43 3 model model NOUN fbem-19580 43 4 part part NOUN fbem-19580 43 5 represents represent VERB fbem-19580 43 6 the the DET fbem-19580 43 7 structural structural ADJ fbem-19580 43 8 relationship relationship NOUN fbem-19580 43 9 between between ADP fbem-19580 43 10 potential potential ADJ fbem-19580 43 11 variables variable NOUN fbem-19580 43 12 . . PUNCT fbem-19580 44 1 it it PRON fbem-19580 44 2 can can AUX fbem-19580 44 3 also also ADV fbem-19580 44 4 be be AUX fbem-19580 44 5 used use VERB fbem-19580 44 6 as as ADP fbem-19580 44 7 a a DET fbem-19580 44 8 regression regression NOUN fbem-19580 44 9 model model NOUN fbem-19580 44 10 to to ADP fbem-19580 44 11 regress regress VERB fbem-19580 44 12 the the DET fbem-19580 44 13 linear linear ADJ fbem-19580 44 14 terms term NOUN fbem-19580 44 15 of of ADP fbem-19580 44 16 several several ADJ fbem-19580 44 17 endogenous endogenous ADJ fbem-19580 44 18 and and CCONJ fbem-19580 44 19 exogenous exogenous ADJ fbem-19580 44 20 potential potential ADJ fbem-19580 44 21 variables variable NOUN fbem-19580 44 22 from from ADP fbem-19580 44 23 endogenous endogenous ADJ fbem-19580 44 24 potential potential ADJ fbem-19580 44 25 variables variable NOUN fbem-19580 44 26 . . PUNCT fbem-19580 45 1 expressed express VERB fbem-19580 45 2 by by ADP fbem-19580 45 3 equation equation NOUN fbem-19580 45 4 : : PUNCT fbem-19580 45 5 πœ‚ πœ‚ NOUN fbem-19580 45 6 πœ‹πœ‚ πœ‹πœ‚ ADV fbem-19580 45 7 Ξ³πœ‰ Ξ³πœ‰ ADP fbem-19580 45 8 𝛿 𝛿 NOUN fbem-19580 45 9 , , PUNCT fbem-19580 45 10 𝑖 𝑖 NOUN fbem-19580 45 11 1,2 1,2 NUM fbem-19580 45 12 , , PUNCT fbem-19580 45 13 … … PUNCT fbem-19580 45 14 , , PUNCT fbem-19580 45 15 𝑛 𝑛 X fbem-19580 45 16 ( ( PUNCT fbem-19580 45 17 2 2 NUM fbem-19580 45 18 ) ) PUNCT fbem-19580 45 19 where where SCONJ fbem-19580 45 20 , , PUNCT fbem-19580 45 21 Ξ· Ξ· PROPN fbem-19580 45 22 and and CCONJ fbem-19580 45 23 ΞΎ ΞΎ PROPN fbem-19580 45 24 are be AUX fbem-19580 45 25 potential potential ADJ fbem-19580 45 26 variables variable NOUN fbem-19580 45 27 of of ADP fbem-19580 45 28 q q NOUN fbem-19580 45 29 1 1 NUM fbem-19580 45 30 and and CCONJ fbem-19580 45 31 q q NOUN fbem-19580 45 32 1 1 NUM fbem-19580 45 33 respectively respectively ADV fbem-19580 45 34 ; ; PUNCT fbem-19580 45 35 Ο€ Ο€ NOUN fbem-19580 45 36 and and CCONJ fbem-19580 45 37 Ξ³ Ξ³ PROPN fbem-19580 45 38 denote denote VERB fbem-19580 45 39 unknown unknown ADJ fbem-19580 45 40 correlation correlation NOUN fbem-19580 45 41 parameter parameter NOUN fbem-19580 45 42 matrix matrix NOUN fbem-19580 45 43 . . PUNCT fbem-19580 46 1 due due ADP fbem-19580 46 2 to to ADP fbem-19580 46 3 the the DET fbem-19580 46 4 unmeasurable unmeasurable ADJ fbem-19580 46 5 nature nature NOUN fbem-19580 46 6 of of ADP fbem-19580 46 7 the the DET fbem-19580 46 8 latent latent NOUN fbem-19580 46 9 variable variable NOUN fbem-19580 46 10 , , PUNCT fbem-19580 46 11 this this DET fbem-19580 46 12 paper paper NOUN fbem-19580 46 13 uses use VERB fbem-19580 46 14 several several ADJ fbem-19580 46 15 measurable measurable ADJ fbem-19580 46 16 variables variable NOUN fbem-19580 46 17 to to PART fbem-19580 46 18 measure measure VERB fbem-19580 46 19 the the DET fbem-19580 46 20 latent latent NOUN fbem-19580 46 21 variable variable NOUN fbem-19580 46 22 . . PUNCT fbem-19580 47 1 among among ADP fbem-19580 47 2 them they PRON fbem-19580 47 3 , , PUNCT fbem-19580 47 4 the the DET fbem-19580 47 5 cognitive cognitive ADJ fbem-19580 47 6 situation situation NOUN fbem-19580 47 7 includes include VERB fbem-19580 47 8 three three NUM fbem-19580 47 9 variables variable NOUN fbem-19580 47 10 : : PUNCT fbem-19580 47 11 the the DET fbem-19580 47 12 low low ADJ fbem-19580 47 13 level level NOUN fbem-19580 47 14 of of ADP fbem-19580 47 15 agricultural agricultural ADJ fbem-19580 47 16 mechanization mechanization NOUN fbem-19580 47 17 , , PUNCT fbem-19580 47 18 the the DET fbem-19580 47 19 unreasonable unreasonable ADJ fbem-19580 47 20 allocation allocation NOUN fbem-19580 47 21 of of ADP fbem-19580 47 22 resources resource NOUN fbem-19580 47 23 , , PUNCT fbem-19580 47 24 and and CCONJ fbem-19580 47 25 the the DET fbem-19580 47 26 low low ADJ fbem-19580 47 27 level level NOUN fbem-19580 47 28 of of ADP fbem-19580 47 29 agricultural agricultural ADJ fbem-19580 47 30 technology technology NOUN fbem-19580 47 31 training training NOUN fbem-19580 47 32 and and CCONJ fbem-19580 47 33 popularization popularization NOUN fbem-19580 47 34 ; ; PUNCT fbem-19580 47 35 the the DET fbem-19580 47 36 external external ADJ fbem-19580 47 37 environment environment NOUN fbem-19580 47 38 includes include VERB fbem-19580 47 39 three three NUM fbem-19580 47 40 variables variable NOUN fbem-19580 47 41 : : PUNCT fbem-19580 47 42 insufficient insufficient ADJ fbem-19580 47 43 agricultural agricultural ADJ fbem-19580 47 44 policy policy NOUN fbem-19580 47 45 support support NOUN fbem-19580 47 46 , , PUNCT fbem-19580 47 47 small small ADJ fbem-19580 47 48 and and CCONJ fbem-19580 47 49 scattered scatter VERB fbem-19580 47 50 agricultural agricultural ADJ fbem-19580 47 51 planting planting NOUN fbem-19580 47 52 scale scale NOUN fbem-19580 47 53 , , PUNCT fbem-19580 47 54 and and CCONJ fbem-19580 47 55 environmental environmental ADJ fbem-19580 47 56 pollution pollution NOUN fbem-19580 47 57 and and CCONJ fbem-19580 47 58 ecological ecological ADJ fbem-19580 47 59 destruction destruction NOUN fbem-19580 47 60 ; ; PUNCT fbem-19580 47 61 science science NOUN fbem-19580 47 62 and and CCONJ fbem-19580 47 63 technology technology NOUN fbem-19580 47 64 include include VERB fbem-19580 47 65 two two NUM fbem-19580 47 66 variables variable NOUN fbem-19580 47 67 : : PUNCT fbem-19580 47 68 backward backward ADJ fbem-19580 47 69 infrastructure infrastructure NOUN fbem-19580 47 70 and and CCONJ fbem-19580 47 71 backward backward ADJ fbem-19580 47 72 agricultural agricultural ADJ fbem-19580 47 73 production production NOUN fbem-19580 47 74 technology technology NOUN fbem-19580 47 75 ; ; PUNCT fbem-19580 47 76 agricultural agricultural ADJ fbem-19580 47 77 structure structure NOUN fbem-19580 47 78 includes include VERB fbem-19580 47 79 two two NUM fbem-19580 47 80 variables variable NOUN fbem-19580 47 81 : : PUNCT fbem-19580 47 82 single single ADJ fbem-19580 47 83 agricultural agricultural ADJ fbem-19580 47 84 planting planting NOUN fbem-19580 47 85 structure structure NOUN fbem-19580 47 86 and and CCONJ fbem-19580 47 87 lack lack NOUN fbem-19580 47 88 of of ADP fbem-19580 47 89 agricultural agricultural ADJ fbem-19580 47 90 funds fund NOUN fbem-19580 47 91 . . PUNCT fbem-19580 48 1 the the DET fbem-19580 48 2 variables variable NOUN fbem-19580 48 3 contained contain VERB fbem-19580 48 4 in in ADP fbem-19580 48 5 potential potential ADJ fbem-19580 48 6 variables variable NOUN fbem-19580 48 7 are be AUX fbem-19580 48 8 shown show VERB fbem-19580 48 9 in in ADP fbem-19580 48 10 table table NOUN fbem-19580 48 11 1 1 NUM fbem-19580 48 12 . . PUNCT fbem-19580 49 1 according accord VERB fbem-19580 49 2 to to ADP fbem-19580 49 3 the the DET fbem-19580 49 4 likert likert ADJ fbem-19580 49 5 scale scale NOUN fbem-19580 49 6 , , PUNCT fbem-19580 49 7 the the DET fbem-19580 49 8 following following ADJ fbem-19580 49 9 scale scale NOUN fbem-19580 49 10 with with ADP fbem-19580 49 11 variable variable ADJ fbem-19580 49 12 values value NOUN fbem-19580 49 13 of of ADP fbem-19580 49 14 1 1 NUM fbem-19580 49 15 - - SYM fbem-19580 49 16 5 5 NUM fbem-19580 49 17 is be AUX fbem-19580 49 18 designed design VERB fbem-19580 49 19 . . PUNCT fbem-19580 50 1 15 15 NUM fbem-19580 50 2 finally finally ADV fbem-19580 50 3 , , PUNCT fbem-19580 50 4 the the DET fbem-19580 50 5 proposed propose VERB fbem-19580 50 6 model model NOUN fbem-19580 50 7 is be AUX fbem-19580 50 8 verified verify VERB fbem-19580 50 9 and and CCONJ fbem-19580 50 10 analyzed analyze VERB fbem-19580 50 11 . . PUNCT fbem-19580 51 1 table table NOUN fbem-19580 51 2 1 1 NUM fbem-19580 51 3 . . PUNCT fbem-19580 52 1 observation observation NOUN fbem-19580 52 2 variables variable NOUN fbem-19580 52 3 corresponding correspond VERB fbem-19580 52 4 to to ADP fbem-19580 52 5 latent latent PROPN fbem-19580 52 6 variables variable NOUN fbem-19580 52 7 latent latent ADJ fbem-19580 52 8 variable variable ADJ fbem-19580 52 9 variable variable ADJ fbem-19580 52 10 symbol symbol NOUN fbem-19580 52 11 observational observational ADJ fbem-19580 52 12 factors factor NOUN fbem-19580 52 13 cognitive cognitive ADJ fbem-19580 52 14 situation situation NOUN fbem-19580 52 15 π‘Ž π‘Ž DET fbem-19580 52 16 low low ADJ fbem-19580 52 17 level level NOUN fbem-19580 52 18 of of ADP fbem-19580 52 19 agricultural agricultural ADJ fbem-19580 52 20 mechanization mechanization NOUN fbem-19580 52 21 π‘Ž π‘Ž DET fbem-19580 52 22 improper improper ADJ fbem-19580 52 23 resource resource NOUN fbem-19580 52 24 allocation allocation NOUN fbem-19580 52 25 π‘Ž π‘Ž PRON fbem-19580 52 26 agricultural agricultural ADJ fbem-19580 52 27 technical technical ADJ fbem-19580 52 28 training training NOUN fbem-19580 52 29 and and CCONJ fbem-19580 52 30 popularization popularization NOUN fbem-19580 52 31 strength strength NOUN fbem-19580 52 32 is be AUX fbem-19580 52 33 not not PART fbem-19580 52 34 high high ADJ fbem-19580 52 35 exotic exotic ADJ fbem-19580 52 36 environment environment NOUN fbem-19580 52 37 π‘Ž π‘Ž PRON fbem-19580 52 38 insufficient insufficient ADJ fbem-19580 52 39 agricultural agricultural ADJ fbem-19580 52 40 policy policy NOUN fbem-19580 52 41 support support NOUN fbem-19580 52 42 π‘Ž π‘Ž DET fbem-19580 52 43 agricultural agricultural ADJ fbem-19580 52 44 cultivation cultivation NOUN fbem-19580 52 45 scale scale NOUN fbem-19580 52 46 is be AUX fbem-19580 52 47 small small ADJ fbem-19580 52 48 and and CCONJ fbem-19580 52 49 scattered scatter VERB fbem-19580 52 50 π‘Ž π‘Ž PRON fbem-19580 52 51 environmental environmental ADJ fbem-19580 52 52 pollution pollution NOUN fbem-19580 52 53 and and CCONJ fbem-19580 52 54 ecological ecological ADJ fbem-19580 52 55 destruction destruction NOUN fbem-19580 52 56 technology technology NOUN fbem-19580 52 57 π‘Ž π‘Ž NOUN fbem-19580 52 58 the the DET fbem-19580 52 59 infrastructure infrastructure NOUN fbem-19580 52 60 is be AUX fbem-19580 52 61 backward backward ADJ fbem-19580 52 62 π‘Ž π‘Ž DET fbem-19580 52 63 agricultural agricultural ADJ fbem-19580 52 64 production production NOUN fbem-19580 52 65 technology technology NOUN fbem-19580 52 66 is be AUX fbem-19580 52 67 backward backward ADJ fbem-19580 52 68 agricultural agricultural ADJ fbem-19580 52 69 structure structure NOUN fbem-19580 52 70 π‘Ž π‘Ž DET fbem-19580 52 71 agricultural agricultural ADJ fbem-19580 52 72 planting planting NOUN fbem-19580 52 73 structure structure NOUN fbem-19580 52 74 is be AUX fbem-19580 52 75 single single ADJ fbem-19580 52 76 π‘Ž π‘Ž NOUN fbem-19580 52 77 lack lack NOUN fbem-19580 52 78 of of ADP fbem-19580 52 79 agricultural agricultural ADJ fbem-19580 52 80 funds fund NOUN fbem-19580 52 81 for for ADP fbem-19580 52 82 this this DET fbem-19580 52 83 purpose purpose NOUN fbem-19580 52 84 , , PUNCT fbem-19580 52 85 this this DET fbem-19580 52 86 paper paper NOUN fbem-19580 52 87 establishes establish VERB fbem-19580 52 88 the the DET fbem-19580 52 89 following follow VERB fbem-19580 52 90 assumptions assumption NOUN fbem-19580 52 91 : : PUNCT fbem-19580 52 92 h h NOUN fbem-19580 52 93 : : PUNCT fbem-19580 52 94 the the DET fbem-19580 52 95 external external ADJ fbem-19580 52 96 environment environment NOUN fbem-19580 52 97 has have VERB fbem-19580 52 98 a a DET fbem-19580 52 99 significant significant ADJ fbem-19580 52 100 and and CCONJ fbem-19580 52 101 positive positive ADJ fbem-19580 52 102 impact impact NOUN fbem-19580 52 103 on on ADP fbem-19580 52 104 cognitive cognitive ADJ fbem-19580 52 105 situations situation NOUN fbem-19580 52 106 . . PUNCT fbem-19580 53 1 h h NOUN fbem-19580 53 2 : : PUNCT fbem-19580 54 1 tcience tcience NOUN fbem-19580 54 2 and and CCONJ fbem-19580 54 3 technology technology NOUN fbem-19580 54 4 have have VERB fbem-19580 54 5 a a DET fbem-19580 54 6 significant significant ADJ fbem-19580 54 7 positive positive ADJ fbem-19580 54 8 impact impact NOUN fbem-19580 54 9 on on ADP fbem-19580 54 10 cognitive cognitive ADJ fbem-19580 54 11 conditions condition NOUN fbem-19580 54 12 . . PUNCT fbem-19580 55 1 h h NOUN fbem-19580 55 2 : : PUNCT fbem-19580 55 3 agricultural agricultural ADJ fbem-19580 55 4 structure structure NOUN fbem-19580 55 5 has have VERB fbem-19580 55 6 a a DET fbem-19580 55 7 significant significant ADJ fbem-19580 55 8 and and CCONJ fbem-19580 55 9 positive positive ADJ fbem-19580 55 10 impact impact NOUN fbem-19580 55 11 on on ADP fbem-19580 55 12 cognitive cognitive ADJ fbem-19580 55 13 conditions condition NOUN fbem-19580 55 14 . . PUNCT fbem-19580 56 1 3.2.2 3.2.2 X fbem-19580 56 2 . . PUNCT fbem-19580 56 3 decision decision NOUN fbem-19580 56 4 tree tree NOUN fbem-19580 56 5 model model NOUN fbem-19580 56 6 decision decision NOUN fbem-19580 56 7 treeis treeis ADP fbem-19580 56 8 a a DET fbem-19580 56 9 non non ADJ fbem-19580 56 10 - - ADJ fbem-19580 56 11 parametric parametric ADJ fbem-19580 56 12 effective effective ADJ fbem-19580 56 13 supervised supervised ADJ fbem-19580 56 14 learning learning NOUN fbem-19580 56 15 method method NOUN fbem-19580 56 16 , , PUNCT fbem-19580 56 17 which which PRON fbem-19580 56 18 can can AUX fbem-19580 56 19 summarize summarize VERB fbem-19580 56 20 decision decision NOUN fbem-19580 56 21 rules rule NOUN fbem-19580 56 22 from from ADP fbem-19580 56 23 a a DET fbem-19580 56 24 series series NOUN fbem-19580 56 25 of of ADP fbem-19580 56 26 characteristic characteristic ADJ fbem-19580 56 27 and and CCONJ fbem-19580 56 28 labeled label VERB fbem-19580 56 29 data datum NOUN fbem-19580 56 30 , , PUNCT fbem-19580 56 31 and and CCONJ fbem-19580 56 32 present present VERB fbem-19580 56 33 these these DET fbem-19580 56 34 rules rule NOUN fbem-19580 56 35 with with ADP fbem-19580 56 36 the the DET fbem-19580 56 37 structure structure NOUN fbem-19580 56 38 of of ADP fbem-19580 56 39 the the DET fbem-19580 56 40 dendrogram dendrogram NOUN fbem-19580 56 41 to to PART fbem-19580 56 42 solve solve VERB fbem-19580 56 43 the the DET fbem-19580 56 44 classification classification NOUN fbem-19580 56 45 and and CCONJ fbem-19580 56 46 regression regression NOUN fbem-19580 56 47 problems problem NOUN fbem-19580 56 48 . . PUNCT fbem-19580 57 1 python python PROPN fbem-19580 57 2 the the DET fbem-19580 57 3 sklearn sklearn PROPN fbem-19580 57 4 library library NOUN fbem-19580 57 5 for for ADP fbem-19580 57 6 machine machine NOUN fbem-19580 57 7 learning learning NOUN fbem-19580 57 8 provides provide VERB fbem-19580 57 9 two two NUM fbem-19580 57 10 kinds kind NOUN fbem-19580 57 11 of of ADP fbem-19580 57 12 algorithms algorithm NOUN fbem-19580 57 13 : : PUNCT fbem-19580 57 14 information information NOUN fbem-19580 57 15 entropy entropy PROPN fbem-19580 57 16 and and CCONJ fbem-19580 57 17 gini gini PROPN fbem-19580 57 18 coefficient coefficient NOUN fbem-19580 57 19 . . PUNCT fbem-19580 58 1 πΈπ‘›π‘‘π‘Ÿπ‘œπ‘π‘¦ πΈπ‘›π‘‘π‘Ÿπ‘œπ‘π‘¦ NOUN fbem-19580 58 2 𝑑 𝑑 PROPN fbem-19580 58 3 βˆ‘ βˆ‘ PROPN fbem-19580 58 4 𝑝 𝑝 PROPN fbem-19580 58 5 𝑖|𝑑 𝑖|𝑑 NOUN fbem-19580 58 6 log log VERB fbem-19580 58 7 𝑝 𝑝 PROPN fbem-19580 58 8 𝑖|𝑑 𝑖|𝑑 NOUN fbem-19580 58 9 ( ( PUNCT fbem-19580 58 10 3 3 X fbem-19580 58 11 ) ) PUNCT fbem-19580 58 12 𝐺𝑖𝑛𝑖 𝐺𝑖𝑛𝑖 VERB fbem-19580 58 13 𝑑 𝑑 VERB fbem-19580 58 14 1 1 NUM fbem-19580 58 15 βˆ‘ βˆ‘ PROPN fbem-19580 58 16 𝑝 𝑝 PROPN fbem-19580 58 17 𝑖|𝑑 𝑖|𝑑 NOUN fbem-19580 58 18 ( ( PUNCT fbem-19580 58 19 4 4 NUM fbem-19580 58 20 ) ) PUNCT fbem-19580 58 21 where where SCONJ fbem-19580 58 22 , , PUNCT fbem-19580 58 23 t t PROPN fbem-19580 58 24 represents represent VERB fbem-19580 58 25 a a DET fbem-19580 58 26 given give VERB fbem-19580 58 27 node node NOUN fbem-19580 58 28 , , PUNCT fbem-19580 58 29 i i PRON fbem-19580 58 30 represents represent VERB fbem-19580 58 31 the the DET fbem-19580 58 32 arbitrary arbitrary ADJ fbem-19580 58 33 classification classification NOUN fbem-19580 58 34 of of ADP fbem-19580 58 35 the the DET fbem-19580 58 36 label label NOUN fbem-19580 58 37 , , PUNCT fbem-19580 58 38 and and CCONJ fbem-19580 58 39 p p X fbem-19580 58 40 ( ( PUNCT fbem-19580 58 41 i i PRON fbem-19580 58 42 | | NOUN fbem-19580 58 43 t t PROPN fbem-19580 58 44 ) ) PUNCT fbem-19580 58 45 represents represent VERB fbem-19580 58 46 the the DET fbem-19580 58 47 proportion proportion NOUN fbem-19580 58 48 of of ADP fbem-19580 58 49 the the DET fbem-19580 58 50 label label NOUN fbem-19580 58 51 classification classification NOUN fbem-19580 58 52 i i PRON fbem-19580 58 53 on on ADP fbem-19580 58 54 the the DET fbem-19580 58 55 node node NOUN fbem-19580 58 56 t. t. NOUN fbem-19580 58 57 when when SCONJ fbem-19580 58 58 using use VERB fbem-19580 58 59 information information NOUN fbem-19580 58 60 entropy entropy NOUN fbem-19580 58 61 , , PUNCT fbem-19580 58 62 sklearn sklearn PROPN fbem-19580 58 63 actually actually ADV fbem-19580 58 64 calculates calculate VERB fbem-19580 58 65 the the DET fbem-19580 58 66 information information NOUN fbem-19580 58 67 gain gain NOUN fbem-19580 58 68 based base VERB fbem-19580 58 69 on on ADP fbem-19580 58 70 information information NOUN fbem-19580 58 71 entropy entropy PROPN fbem-19580 58 72 , , PUNCT fbem-19580 58 73 that that ADV fbem-19580 58 74 is is ADV fbem-19580 58 75 , , PUNCT fbem-19580 58 76 the the DET fbem-19580 58 77 difference difference NOUN fbem-19580 58 78 between between ADP fbem-19580 58 79 the the DET fbem-19580 58 80 information information NOUN fbem-19580 58 81 entropy entropy NOUN fbem-19580 58 82 of of ADP fbem-19580 58 83 the the DET fbem-19580 58 84 parent parent NOUN fbem-19580 58 85 node node NOUN fbem-19580 58 86 and and CCONJ fbem-19580 58 87 the the DET fbem-19580 58 88 information information NOUN fbem-19580 58 89 entropy entropy NOUN fbem-19580 58 90 of of ADP fbem-19580 58 91 the the DET fbem-19580 58 92 child child NOUN fbem-19580 58 93 node node NOUN fbem-19580 58 94 . . PUNCT fbem-19580 59 1 in in ADP fbem-19580 59 2 order order NOUN fbem-19580 59 3 to to PART fbem-19580 59 4 make make VERB fbem-19580 59 5 the the DET fbem-19580 59 6 decision decision NOUN fbem-19580 59 7 tree tree NOUN fbem-19580 59 8 better well ADJ fbem-19580 59 9 generalization generalization NOUN fbem-19580 59 10 , , PUNCT fbem-19580 59 11 this this DET fbem-19580 59 12 paper paper NOUN fbem-19580 59 13 is be AUX fbem-19580 59 14 pruning prune VERB fbem-19580 59 15 the the DET fbem-19580 59 16 decision decision NOUN fbem-19580 59 17 tree tree NOUN fbem-19580 59 18 . . PUNCT fbem-19580 60 1 the the DET fbem-19580 60 2 pruning prune VERB fbem-19580 60 3 strategy strategy NOUN fbem-19580 60 4 has have VERB fbem-19580 60 5 a a DET fbem-19580 60 6 great great ADJ fbem-19580 60 7 influence influence NOUN fbem-19580 60 8 on on ADP fbem-19580 60 9 the the DET fbem-19580 60 10 decision decision NOUN fbem-19580 60 11 tree tree NOUN fbem-19580 60 12 , , PUNCT fbem-19580 60 13 and and CCONJ fbem-19580 60 14 the the DET fbem-19580 60 15 correct correct ADJ fbem-19580 60 16 pruning pruning NOUN fbem-19580 60 17 strategy strategy NOUN fbem-19580 60 18 is be AUX fbem-19580 60 19 the the DET fbem-19580 60 20 core core NOUN fbem-19580 60 21 of of ADP fbem-19580 60 22 optimizing optimize VERB fbem-19580 60 23 the the DET fbem-19580 60 24 decision decision NOUN fbem-19580 60 25 tree tree NOUN fbem-19580 60 26 algorithm algorithm NOUN fbem-19580 60 27 . . PUNCT fbem-19580 61 1 according accord VERB fbem-19580 61 2 to to ADP fbem-19580 61 3 the the DET fbem-19580 61 4 question question NOUN fbem-19580 61 5 " " PUNCT fbem-19580 61 6 the the DET fbem-19580 61 7 prospect prospect NOUN fbem-19580 61 8 of of ADP fbem-19580 61 9 agricultural agricultural ADJ fbem-19580 61 10 mechanization mechanization NOUN fbem-19580 61 11 to to PART fbem-19580 61 12 improve improve VERB fbem-19580 61 13 agricultural agricultural ADJ fbem-19580 61 14 green green ADJ fbem-19580 61 15 total total ADJ fbem-19580 61 16 factor factor NOUN fbem-19580 61 17 productivity productivity NOUN fbem-19580 61 18 in in ADP fbem-19580 61 19 six six NUM fbem-19580 61 20 cities city NOUN fbem-19580 61 21 in in ADP fbem-19580 61 22 northern northern ADJ fbem-19580 61 23 anhui anhui PROPN fbem-19580 61 24 " " PUNCT fbem-19580 61 25 , , PUNCT fbem-19580 61 26 four four NUM fbem-19580 61 27 options option NOUN fbem-19580 61 28 are be AUX fbem-19580 61 29 designed design VERB fbem-19580 61 30 , , PUNCT fbem-19580 61 31 as as SCONJ fbem-19580 61 32 shown show VERB fbem-19580 61 33 in in ADP fbem-19580 61 34 table table NOUN fbem-19580 61 35 2 2 NUM fbem-19580 61 36 : : PUNCT fbem-19580 61 37 table table NOUN fbem-19580 61 38 2 2 NUM fbem-19580 61 39 . . NOUN fbem-19580 61 40 five five NUM fbem-19580 61 41 options option NOUN fbem-19580 61 42 for for ADP fbem-19580 61 43 the the DET fbem-19580 61 44 prospect prospect NOUN fbem-19580 61 45 and and CCONJ fbem-19580 61 46 attitude attitude NOUN fbem-19580 61 47 design design NOUN fbem-19580 61 48 of of ADP fbem-19580 61 49 agricultural agricultural ADJ fbem-19580 61 50 green green ADJ fbem-19580 61 51 total total ADJ fbem-19580 61 52 factor factor NOUN fbem-19580 61 53 productivity productivity NOUN fbem-19580 61 54 option option NOUN fbem-19580 61 55 content content NOUN fbem-19580 61 56 option1 option1 VERB fbem-19580 61 57 very very ADV fbem-19580 61 58 optimistic optimistic ADJ fbem-19580 61 59 , , PUNCT fbem-19580 61 60 in in ADP fbem-19580 61 61 line line NOUN fbem-19580 61 62 with with ADP fbem-19580 61 63 the the DET fbem-19580 61 64 green green PROPN fbem-19580 61 65 development development NOUN fbem-19580 61 66 trend trend NOUN fbem-19580 61 67 option2 option2 NOUN fbem-19580 61 68 more more ADV fbem-19580 61 69 optimistic optimistic ADJ fbem-19580 61 70 , , PUNCT fbem-19580 61 71 but but CCONJ fbem-19580 61 72 there there PRON fbem-19580 61 73 is be VERB fbem-19580 61 74 room room NOUN fbem-19580 61 75 for for ADP fbem-19580 61 76 progress progress NOUN fbem-19580 61 77 option3 option3 PROPN fbem-19580 61 78 not not PART fbem-19580 61 79 too too ADV fbem-19580 61 80 optimistic optimistic ADJ fbem-19580 61 81 , , PUNCT fbem-19580 61 82 more more ADV fbem-19580 61 83 restrictive restrictive ADJ fbem-19580 61 84 factors factor NOUN fbem-19580 61 85 option4 option4 VERB fbem-19580 61 86 not not PART fbem-19580 61 87 optimistic optimistic ADJ fbem-19580 61 88 and and CCONJ fbem-19580 61 89 not not PART fbem-19580 61 90 concerned concerned ADJ fbem-19580 61 91 questionnaire questionnaire NOUN fbem-19580 61 92 respondents respondent NOUN fbem-19580 61 93 to to ADP fbem-19580 61 94 the the DET fbem-19580 61 95 five five NUM fbem-19580 61 96 options option NOUN fbem-19580 61 97 is be AUX fbem-19580 61 98 divided divide VERB fbem-19580 61 99 into into ADP fbem-19580 61 100 four four NUM fbem-19580 61 101 levels level NOUN fbem-19580 61 102 , , PUNCT fbem-19580 61 103 1 1 NUM fbem-19580 61 104 points point NOUN fbem-19580 61 105 , , PUNCT fbem-19580 61 106 2 2 NUM fbem-19580 61 107 points point NOUN fbem-19580 61 108 , , PUNCT fbem-19580 61 109 3 3 NUM fbem-19580 61 110 points point NOUN fbem-19580 61 111 and and CCONJ fbem-19580 61 112 4 4 NUM fbem-19580 61 113 points point NOUN fbem-19580 61 114 , , PUNCT fbem-19580 61 115 as as ADP fbem-19580 61 116 the the DET fbem-19580 61 117 respondents respondent NOUN fbem-19580 61 118 of of ADP fbem-19580 61 119 agricultural agricultural ADJ fbem-19580 61 120 mechanization mechanization NOUN fbem-19580 61 121 of of ADP fbem-19580 61 122 agricultural agricultural ADJ fbem-19580 61 123 green green ADJ fbem-19580 61 124 total total ADJ fbem-19580 61 125 factor factor NOUN fbem-19580 61 126 productivity productivity NOUN fbem-19580 61 127 prospects prospect NOUN fbem-19580 61 128 of of ADP fbem-19580 61 129 positive positive ADJ fbem-19580 61 130 quantitative quantitative ADJ fbem-19580 61 131 attitude attitude NOUN fbem-19580 61 132 , , PUNCT fbem-19580 61 133 the the PRON fbem-19580 61 134 higher high ADJ fbem-19580 61 135 the the DET fbem-19580 61 136 score score NOUN fbem-19580 61 137 shows show VERB fbem-19580 61 138 that that SCONJ fbem-19580 61 139 its its PRON fbem-19580 61 140 outlook outlook NOUN fbem-19580 61 141 towards towards ADP fbem-19580 61 142 agricultural agricultural ADJ fbem-19580 61 143 mechanization mechanization NOUN fbem-19580 61 144 and and CCONJ fbem-19580 61 145 the the DET fbem-19580 61 146 more more ADV fbem-19580 61 147 positive positive ADJ fbem-19580 61 148 . . PUNCT fbem-19580 62 1 this this DET fbem-19580 62 2 paper paper NOUN fbem-19580 62 3 encodes encode VERB fbem-19580 62 4 the the DET fbem-19580 62 5 relevant relevant ADJ fbem-19580 62 6 element element NOUN fbem-19580 62 7 data datum NOUN fbem-19580 62 8 , , PUNCT fbem-19580 62 9 as as SCONJ fbem-19580 62 10 shown show VERB fbem-19580 62 11 in in ADP fbem-19580 62 12 table table NOUN fbem-19580 62 13 3 3 NUM fbem-19580 62 14 : : SYM fbem-19580 62 15 4 4 NUM fbem-19580 62 16 . . NOUN fbem-19580 62 17 results result NOUN fbem-19580 62 18 and and CCONJ fbem-19580 62 19 analysis analysis NOUN fbem-19580 62 20 4.1 4.1 NUM fbem-19580 62 21 . . PUNCT fbem-19580 63 1 analysis analysis NOUN fbem-19580 63 2 of of ADP fbem-19580 63 3 the the DET fbem-19580 63 4 factors factor NOUN fbem-19580 63 5 affecting affect VERB fbem-19580 63 6 the the DET fbem-19580 63 7 increase increase NOUN fbem-19580 63 8 of of ADP fbem-19580 63 9 agricultural agricultural ADJ fbem-19580 63 10 green green ADJ fbem-19580 63 11 total total ADJ fbem-19580 63 12 factor factor NOUN fbem-19580 63 13 productivity productivity NOUN fbem-19580 63 14 using use VERB fbem-19580 63 15 spss spss PROPN fbem-19580 63 16 software software NOUN fbem-19580 63 17 , , PUNCT fbem-19580 63 18 according accord VERB fbem-19580 63 19 to to ADP fbem-19580 63 20 the the DET fbem-19580 63 21 symbol symbol NOUN fbem-19580 63 22 of of ADP fbem-19580 63 23 the the DET fbem-19580 63 24 structural structural ADJ fbem-19580 63 25 equation equation NOUN fbem-19580 63 26 model model NOUN fbem-19580 63 27 path path PROPN fbem-19580 63 28 diagram diagram NOUN fbem-19580 63 29 rules rule NOUN fbem-19580 63 30 , , PUNCT fbem-19580 63 31 draw draw VERB fbem-19580 63 32 the the DET fbem-19580 63 33 path path NOUN fbem-19580 63 34 diagram diagram NOUN fbem-19580 63 35 of of ADP fbem-19580 63 36 the the DET fbem-19580 63 37 model model NOUN fbem-19580 63 38 , , PUNCT fbem-19580 63 39 the the DET fbem-19580 63 40 first first ADJ fbem-19580 63 41 potential potential ADJ fbem-19580 63 42 variable variable NOUN fbem-19580 63 43 in in ADP fbem-19580 63 44 the the DET fbem-19580 63 45 model model NOUN fbem-19580 63 46 of of ADP fbem-19580 63 47 the the DET fbem-19580 63 48 coefficient coefficient NOUN fbem-19580 63 49 of of ADP fbem-19580 63 50 the the DET fbem-19580 63 51 measurement measurement NOUN fbem-19580 63 52 index index NOUN fbem-19580 63 53 is be AUX fbem-19580 63 54 1 1 NUM fbem-19580 63 55 , , PUNCT fbem-19580 63 56 exogenous exogenous ADJ fbem-19580 63 57 potential potential ADJ fbem-19580 63 58 variables variable NOUN fbem-19580 63 59 , , PUNCT fbem-19580 63 60 endogenous endogenous ADJ fbem-19580 63 61 potential potential ADJ fbem-19580 63 62 variables variable NOUN fbem-19580 63 63 of of ADP fbem-19580 63 64 measuring measure VERB fbem-19580 63 65 error error NOUN fbem-19580 63 66 coefficient coefficient NOUN fbem-19580 63 67 is be AUX fbem-19580 63 68 1 1 NUM fbem-19580 63 69 . . PUNCT fbem-19580 63 70 according accord VERB fbem-19580 63 71 to to ADP fbem-19580 63 72 the the DET fbem-19580 63 73 model model NOUN fbem-19580 63 74 path path NOUN fbem-19580 63 75 coefficient coefficient NOUN fbem-19580 63 76 table table NOUN fbem-19580 63 77 ( ( PUNCT fbem-19580 63 78 table4 table4 NOUN fbem-19580 63 79 ): ): PUNCT fbem-19580 63 80 based base VERB fbem-19580 63 81 on on ADP fbem-19580 63 82 the the DET fbem-19580 63 83 external external ADJ fbem-19580 63 84 environment- environment- X fbem-19580 63 85 > > X fbem-19580 63 86 cognitive cognitive ADJ fbem-19580 63 87 situation situation NOUN fbem-19580 63 88 of of ADP fbem-19580 63 89 the the DET fbem-19580 63 90 paired pair VERB fbem-19580 63 91 term term NOUN fbem-19580 63 92 , , PUNCT fbem-19580 63 93 the the DET fbem-19580 63 94 significance significance NOUN fbem-19580 63 95 p p NOUN fbem-19580 63 96 - - PUNCT fbem-19580 63 97 value value NOUN fbem-19580 63 98 is be AUX fbem-19580 63 99 0.001 0.001 NUM fbem-19580 63 100 which which PRON fbem-19580 63 101 shows show VERB fbem-19580 63 102 significance significance NOUN fbem-19580 63 103 at at ADP fbem-19580 63 104 the the DET fbem-19580 63 105 level level NOUN fbem-19580 63 106 , , PUNCT fbem-19580 63 107 the the DET fbem-19580 63 108 null null ADJ fbem-19580 63 109 hypothesis hypothesis NOUN fbem-19580 63 110 is be AUX fbem-19580 63 111 rejected reject VERB fbem-19580 63 112 , , PUNCT fbem-19580 63 113 so so SCONJ fbem-19580 63 114 this this DET fbem-19580 63 115 path path NOUN fbem-19580 63 116 is be AUX fbem-19580 63 117 valid valid ADJ fbem-19580 63 118 , , PUNCT fbem-19580 63 119 and and CCONJ fbem-19580 63 120 the the DET fbem-19580 63 121 coefficient coefficient NOUN fbem-19580 63 122 of of ADP fbem-19580 63 123 influence influence NOUN fbem-19580 63 124 is be AUX fbem-19580 63 125 0.879 0.879 NUM fbem-19580 63 126 . . PUNCT fbem-19580 64 1 based base VERB fbem-19580 64 2 on on ADP fbem-19580 64 3 the the DET fbem-19580 64 4 matching matching NOUN fbem-19580 64 5 science science NOUN fbem-19580 64 6 and and CCONJ fbem-19580 64 7 technology- technology- NOUN fbem-19580 64 8 > > X fbem-19580 64 9 cognitive cognitive ADJ fbem-19580 64 10 situation situation NOUN fbem-19580 64 11 , , PUNCT fbem-19580 64 12 the the DET fbem-19580 64 13 significance significance NOUN fbem-19580 64 14 p p NOUN fbem-19580 64 15 value value NOUN fbem-19580 64 16 is be AUX fbem-19580 64 17 0.003 0.003 NUM fbem-19580 64 18 , , PUNCT fbem-19580 64 19 and and CCONJ fbem-19580 64 20 the the DET fbem-19580 64 21 level level NOUN fbem-19580 64 22 is be AUX fbem-19580 64 23 significant significant ADJ fbem-19580 64 24 , , PUNCT fbem-19580 64 25 the the DET fbem-19580 64 26 null null ADJ fbem-19580 64 27 hypothesis hypothesis NOUN fbem-19580 64 28 is be AUX fbem-19580 64 29 rejected reject VERB fbem-19580 64 30 , , PUNCT fbem-19580 64 31 so so SCONJ fbem-19580 64 32 this this DET fbem-19580 64 33 path path NOUN fbem-19580 64 34 is be AUX fbem-19580 64 35 valid valid ADJ fbem-19580 64 36 and and CCONJ fbem-19580 64 37 its its PRON fbem-19580 64 38 influence influence NOUN fbem-19580 64 39 coefficient coefficient NOUN fbem-19580 64 40 is be AUX fbem-19580 64 41 0.425 0.425 NUM fbem-19580 64 42 . . PUNCT fbem-19580 64 43 based base VERB fbem-19580 64 44 on on ADP fbem-19580 64 45 the the DET fbem-19580 64 46 paired pair VERB fbem-19580 64 47 agricultural agricultural ADJ fbem-19580 64 48 structure- structure- NOUN fbem-19580 64 49 > > X fbem-19580 64 50 cognitive cognitive ADJ fbem-19580 64 51 situation situation NOUN fbem-19580 64 52 , , PUNCT fbem-19580 64 53 the the DET fbem-19580 64 54 significance significance NOUN fbem-19580 64 55 p p NOUN fbem-19580 64 56 - - PUNCT fbem-19580 64 57 value value NOUN fbem-19580 64 58 is be AUX fbem-19580 64 59 0.091 0.091 NUM fbem-19580 64 60 without without ADP fbem-19580 64 61 significance significance NOUN fbem-19580 64 62 at at ADP fbem-19580 64 63 the the DET fbem-19580 64 64 level level NOUN fbem-19580 64 65 , , PUNCT fbem-19580 64 66 the the DET fbem-19580 64 67 null null ADJ fbem-19580 64 68 hypothesis hypothesis NOUN fbem-19580 64 69 can can AUX fbem-19580 64 70 not not PART fbem-19580 64 71 be be AUX fbem-19580 64 72 rejected reject VERB fbem-19580 64 73 , , PUNCT fbem-19580 64 74 and and CCONJ fbem-19580 64 75 this this DET fbem-19580 64 76 path path NOUN fbem-19580 64 77 is be AUX fbem-19580 64 78 invalid invalid ADJ fbem-19580 64 79 . . PUNCT fbem-19580 65 1 16 16 NUM fbem-19580 65 2 table table NOUN fbem-19580 65 3 3 3 NUM fbem-19580 65 4 . . PUNCT fbem-19580 66 1 data datum NOUN fbem-19580 66 2 encoding encode VERB fbem-19580 66 3 variable variable ADJ fbem-19580 66 4 code code NOUN fbem-19580 66 5 sex sex NOUN fbem-19580 66 6 male-1 male-1 NOUN fbem-19580 66 7 , , PUNCT fbem-19580 66 8 female-2 female-2 NUM fbem-19580 66 9 age age NOUN fbem-19580 66 10 under under ADP fbem-19580 66 11 18 18 NUM fbem-19580 66 12 years-1 years-1 NOUN fbem-19580 66 13 ; ; PUNCT fbem-19580 66 14 18 18 NUM fbem-19580 66 15 - - SYM fbem-19580 66 16 30 30 NUM fbem-19580 66 17 - - SYM fbem-19580 66 18 2 2 NUM fbem-19580 66 19 ; ; PUNCT fbem-19580 66 20 31 31 NUM fbem-19580 66 21 - - SYM fbem-19580 66 22 40 40 NUM fbem-19580 66 23 - - SYM fbem-19580 66 24 3 3 NUM fbem-19580 66 25 ; ; PUNCT fbem-19580 66 26 41 41 NUM fbem-19580 66 27 - - SYM fbem-19580 66 28 50 50 NUM fbem-19580 66 29 - - PUNCT fbem-19580 66 30 4 4 NUM fbem-19580 66 31 ; ; PUNCT fbem-19580 66 32 51 51 NUM fbem-19580 66 33 - - SYM fbem-19580 66 34 60 60 NUM fbem-19580 66 35 - - SYM fbem-19580 66 36 5 5 NUM fbem-19580 66 37 ; ; PUNCT fbem-19580 66 38 over over ADP fbem-19580 66 39 60 60 NUM fbem-19580 66 40 - - SYM fbem-19580 66 41 6 6 NUM fbem-19580 66 42 education education NOUN fbem-19580 66 43 level level NOUN fbem-19580 66 44 primary primary ADJ fbem-19580 66 45 school school NOUN fbem-19580 66 46 and and CCONJ fbem-19580 66 47 below-1 below-1 PROPN fbem-19580 66 48 ; ; PUNCT fbem-19580 66 49 middle middle PROPN fbem-19580 66 50 school-2 school-2 PROPN fbem-19580 66 51 ; ; PUNCT fbem-19580 66 52 high high ADJ fbem-19580 66 53 school school NOUN fbem-19580 66 54 ( ( PUNCT fbem-19580 66 55 including include VERB fbem-19580 66 56 technical technical ADJ fbem-19580 66 57 secondary secondary ADJ fbem-19580 66 58 school school NOUN fbem-19580 66 59 , , PUNCT fbem-19580 66 60 vocational vocational ADJ fbem-19580 66 61 high high ADJ fbem-19580 66 62 school school NOUN fbem-19580 66 63 , , PUNCT fbem-19580 66 64 technical technical ADJ fbem-19580 66 65 school school NOUN fbem-19580 66 66 ) ) PUNCT fbem-19580 66 67 -3 -3 PUNCT fbem-19580 66 68 ; ; PUNCT fbem-19580 66 69 junior junior ADJ fbem-19580 66 70 college-4 college-4 PROPN fbem-19580 66 71 ; ; PUNCT fbem-19580 66 72 undergraduate-5 undergraduate-5 NUM fbem-19580 66 73 ; ; PUNCT fbem-19580 66 74 master master NOUN fbem-19580 66 75 's 's PART fbem-19580 66 76 degree degree NOUN fbem-19580 66 77 and and CCONJ fbem-19580 66 78 above-6 above-6 DET fbem-19580 66 79 monthly monthly ADJ fbem-19580 66 80 income income NOUN fbem-19580 66 81 level level NOUN fbem-19580 66 82 under under ADP fbem-19580 66 83 3000 3000 NUM fbem-19580 66 84 yuan-1 yuan-1 NUM fbem-19580 66 85 ; ; PUNCT fbem-19580 66 86 3000 3000 NUM fbem-19580 66 87 - - SYM fbem-19580 66 88 5000 5000 NUM fbem-19580 66 89 - - SYM fbem-19580 66 90 2 2 NUM fbem-19580 66 91 ; ; PUNCT fbem-19580 66 92 5001 5001 NUM fbem-19580 66 93 - - SYM fbem-19580 66 94 10000 10000 NUM fbem-19580 66 95 - - SYM fbem-19580 66 96 3 3 NUM fbem-19580 66 97 ; ; PUNCT fbem-19580 66 98 10001 10001 NUM fbem-19580 66 99 - - SYM fbem-19580 66 100 50000 50000 NUM fbem-19580 66 101 - - SYM fbem-19580 66 102 4 4 NUM fbem-19580 66 103 ; ; PUNCT fbem-19580 66 104 over over ADP fbem-19580 66 105 50000 50000 NUM fbem-19580 66 106 - - SYM fbem-19580 66 107 5 5 NUM fbem-19580 66 108 full full ADJ fbem-19580 66 109 - - PUNCT fbem-19580 66 110 time time NOUN fbem-19580 66 111 equivalence equivalence NOUN fbem-19580 66 112 full full ADJ fbem-19580 66 113 - - PUNCT fbem-19580 66 114 time time NOUN fbem-19580 66 115 equivalence-1 equivalence-1 NUM fbem-19580 66 116 ; ; PUNCT fbem-19580 66 117 other-0 other-0 NUM fbem-19580 66 118 commercial commercial ADJ fbem-19580 66 119 / / SYM fbem-19580 66 120 service service NOUN fbem-19580 66 121 industry industry NOUN fbem-19580 66 122 general general ADJ fbem-19580 66 123 worker worker NOUN fbem-19580 66 124 commercial commercial ADJ fbem-19580 66 125 / / SYM fbem-19580 66 126 service service NOUN fbem-19580 66 127 industry industry NOUN fbem-19580 66 128 worker-1 worker-1 NUM fbem-19580 66 129 ; ; PUNCT fbem-19580 66 130 other-0 other-0 NUM fbem-19580 66 131 enterprise enterprise NOUN fbem-19580 66 132 managers manager NOUN fbem-19580 66 133 enterprise enterprise NOUN fbem-19580 66 134 managers-1 managers-1 PROPN fbem-19580 66 135 ; ; PUNCT fbem-19580 66 136 other-0 other-0 NUM fbem-19580 66 137 agricultural agricultural ADJ fbem-19580 66 138 workers worker NOUN fbem-19580 66 139 agricultural agricultural ADJ fbem-19580 66 140 workers-1 workers-1 NUM fbem-19580 66 141 ; ; PUNCT fbem-19580 66 142 other-0 other-0 NUM fbem-19580 66 143 cadres cadre NOUN fbem-19580 66 144 / / SYM fbem-19580 66 145 staff staff NOUN fbem-19580 66 146 of of ADP fbem-19580 66 147 the the DET fbem-19580 66 148 government government NOUN fbem-19580 66 149 and and CCONJ fbem-19580 66 150 public public ADJ fbem-19580 66 151 institutions institution NOUN fbem-19580 66 152 cadres cadre NOUN fbem-19580 66 153 / / SYM fbem-19580 66 154 staff staff NOUN fbem-19580 66 155 of of ADP fbem-19580 66 156 government government NOUN fbem-19580 66 157 and and CCONJ fbem-19580 66 158 public public ADJ fbem-19580 66 159 institutions-1 institutions-1 NUM fbem-19580 66 160 ; ; PUNCT fbem-19580 66 161 other-0 other-0 NUM fbem-19580 66 162 ordinary ordinary ADJ fbem-19580 66 163 worker worker NOUN fbem-19580 66 164 ordinary ordinary ADJ fbem-19580 66 165 worker-1 worker-1 NUM fbem-19580 66 166 ; ; PUNCT fbem-19580 66 167 other-0 other-0 NUM fbem-19580 66 168 self self NOUN fbem-19580 66 169 - - PUNCT fbem-19580 66 170 employed employ VERB fbem-19580 66 171 / / SYM fbem-19580 66 172 contractor contractor NOUN fbem-19580 66 173 self self NOUN fbem-19580 66 174 - - PUNCT fbem-19580 66 175 employed employ VERB fbem-19580 66 176 / / PUNCT fbem-19580 66 177 contractor-1 contractor-1 NUM fbem-19580 66 178 ; ; PUNCT fbem-19580 66 179 other-0 other-0 NUM fbem-19580 66 180 freelancer freelancer NOUN fbem-19580 66 181 freelancer-1 freelancer-1 PROPN fbem-19580 66 182 ; ; PUNCT fbem-19580 66 183 other-0 other-0 NUM fbem-19580 66 184 retirement retirement NOUN fbem-19580 66 185 retirement-1 retirement-1 PROPN fbem-19580 66 186 ; ; PUNCT fbem-19580 66 187 other-0 other-0 NUM fbem-19580 66 188 domicile domicile NOUN fbem-19580 66 189 fuyang-1 fuyang-1 NUM fbem-19580 66 190 ; ; PUNCT fbem-19580 66 191 bozhou-2 bozhou-2 NUM fbem-19580 66 192 ; ; PUNCT fbem-19580 66 193 huaibei-3 huaibei-3 PROPN fbem-19580 66 194 ; ; PUNCT fbem-19580 66 195 suzhou-4 suzhou-4 NUM fbem-19580 66 196 ; ; PUNCT fbem-19580 66 197 bengbu-5 bengbu-5 NUM fbem-19580 66 198 ; ; PUNCT fbem-19580 66 199 huainan-6 huainan-6 NUM fbem-19580 66 200 years year NOUN fbem-19580 66 201 of of ADP fbem-19580 66 202 work work NOUN fbem-19580 66 203 in in ADP fbem-19580 66 204 agriculture agriculture NOUN fbem-19580 66 205 1 1 NUM fbem-19580 66 206 year-1 year-1 NUM fbem-19580 66 207 ; ; PUNCT fbem-19580 66 208 1 1 NUM fbem-19580 66 209 - - SYM fbem-19580 66 210 3 3 NUM fbem-19580 66 211 years-2 years-2 NUM fbem-19580 66 212 ; ; PUNCT fbem-19580 66 213 4 4 NUM fbem-19580 66 214 - - SYM fbem-19580 66 215 6 6 NUM fbem-19580 66 216 years-3 years-3 NUM fbem-19580 66 217 ; ; PUNCT fbem-19580 66 218 7 7 NUM fbem-19580 66 219 - - SYM fbem-19580 66 220 9 9 NUM fbem-19580 66 221 years-4 years-4 NOUN fbem-19580 66 222 ; ; PUNCT fbem-19580 66 223 10 10 NUM fbem-19580 66 224 - - SYM fbem-19580 66 225 15 15 NUM fbem-19580 66 226 - - SYM fbem-19580 66 227 5 5 NUM fbem-19580 66 228 ; ; PUNCT fbem-19580 66 229 16 16 NUM fbem-19580 66 230 - - SYM fbem-19580 66 231 20 20 NUM fbem-19580 66 232 - - SYM fbem-19580 66 233 6 6 NUM fbem-19580 66 234 ; ; PUNCT fbem-19580 66 235 20 20 NUM fbem-19580 66 236 years-7 years-7 NUM fbem-19580 66 237 mechanical mechanical ADJ fbem-19580 66 238 quantity quantity NOUN fbem-19580 66 239 no no DET fbem-19580 66 240 purchase-1 purchase-1 NOUN fbem-19580 66 241 ; ; PUNCT fbem-19580 66 242 1 1 NUM fbem-19580 66 243 - - SYM fbem-19580 66 244 2 2 NUM fbem-19580 66 245 - - SYM fbem-19580 66 246 2 2 NUM fbem-19580 66 247 ; ; PUNCT fbem-19580 66 248 3 3 NUM fbem-19580 66 249 - - SYM fbem-19580 66 250 5 5 NUM fbem-19580 66 251 - - SYM fbem-19580 66 252 3 3 NUM fbem-19580 66 253 ; ; PUNCT fbem-19580 66 254 6 6 NUM fbem-19580 66 255 - - SYM fbem-19580 66 256 10 10 NUM fbem-19580 66 257 - - SYM fbem-19580 66 258 4 4 NUM fbem-19580 66 259 ; ; PUNCT fbem-19580 66 260 11 11 NUM fbem-19580 66 261 - - SYM fbem-19580 66 262 15 15 NUM fbem-19580 66 263 - - SYM fbem-19580 66 264 5 5 NUM fbem-19580 66 265 ; ; PUNCT fbem-19580 66 266 16 16 NUM fbem-19580 66 267 over-6 over-6 NUM fbem-19580 66 268 table table NOUN fbem-19580 66 269 4 4 NUM fbem-19580 66 270 . . PUNCT fbem-19580 66 271 table table NOUN fbem-19580 66 272 of of ADP fbem-19580 66 273 model model NOUN fbem-19580 66 274 path path PROPN fbem-19580 66 275 coefficient coefficient PROPN fbem-19580 66 276 subactive subactive NOUN fbem-19580 66 277 variables variable NOUN fbem-19580 66 278 explicit explicit ADJ fbem-19580 66 279 variables variable NOUN fbem-19580 66 280 nonstandardized nonstandardize VERB fbem-19580 66 281 coefficients coefficient NOUN fbem-19580 66 282 standardization standardization NOUN fbem-19580 66 283 coefficient coefficient NOUN fbem-19580 66 284 standard standard ADJ fbem-19580 66 285 error error NOUN fbem-19580 66 286 z z NOUN fbem-19580 66 287 p p NOUN fbem-19580 66 288 exotic exotic ADJ fbem-19580 66 289 environment environment NOUN fbem-19580 66 290 cognitive cognitive ADJ fbem-19580 66 291 situation situation NOUN fbem-19580 66 292 0.575 0.575 NUM fbem-19580 66 293 0.879 0.879 NUM fbem-19580 66 294 0.173 0.173 NUM fbem-19580 66 295 3.328 3.328 NUM fbem-19580 66 296 0.001 0.001 NUM fbem-19580 66 297 * * PUNCT fbem-19580 66 298 * * PUNCT fbem-19580 66 299 * * PUNCT fbem-19580 66 300 technology technology NOUN fbem-19580 66 301 cognitive cognitive ADJ fbem-19580 66 302 situation situation NOUN fbem-19580 66 303 0.346 0.346 NUM fbem-19580 66 304 0.425 0.425 NUM fbem-19580 66 305 0.116 0.116 NUM fbem-19580 66 306 2.978 2.978 NUM fbem-19580 66 307 0.003 0.003 NUM fbem-19580 66 308 * * PUNCT fbem-19580 66 309 * * PUNCT fbem-19580 66 310 * * PUNCT fbem-19580 66 311 agricultural agricultural ADJ fbem-19580 66 312 structure structure NOUN fbem-19580 66 313 cognitive cognitive ADJ fbem-19580 66 314 situation situation NOUN fbem-19580 66 315 -0.232 -0.232 PUNCT fbem-19580 66 316 -0.319 -0.319 ADP fbem-19580 66 317 0.137 0.137 NUM fbem-19580 66 318 -1.692 -1.692 SYM fbem-19580 66 319 0.091 0.091 NUM fbem-19580 66 320 * * PUNCT fbem-19580 66 321 note note NOUN fbem-19580 66 322 : : PUNCT fbem-19580 66 323 * * PUNCT fbem-19580 66 324 * * PUNCT fbem-19580 66 325 * * PUNCT fbem-19580 66 326 , , PUNCT fbem-19580 66 327 * * PUNCT fbem-19580 66 328 * * PUNCT fbem-19580 66 329 and and CCONJ fbem-19580 66 330 * * AUX fbem-19580 66 331 represent represent VERB fbem-19580 66 332 the the DET fbem-19580 66 333 significance significance NOUN fbem-19580 66 334 levels level NOUN fbem-19580 66 335 of of ADP fbem-19580 66 336 1 1 NUM fbem-19580 66 337 % % NOUN fbem-19580 66 338 , , PUNCT fbem-19580 66 339 5 5 NUM fbem-19580 66 340 % % NOUN fbem-19580 66 341 and and CCONJ fbem-19580 66 342 10 10 NUM fbem-19580 66 343 % % NOUN fbem-19580 66 344 , , PUNCT fbem-19580 66 345 respectively respectively ADV fbem-19580 66 346 combined combine VERB fbem-19580 66 347 with with ADP fbem-19580 66 348 the the DET fbem-19580 66 349 sem sem PROPN fbem-19580 66 350 model model NOUN fbem-19580 66 351 of of ADP fbem-19580 66 352 the the DET fbem-19580 66 353 operation operation NOUN fbem-19580 66 354 results result NOUN fbem-19580 66 355 and and CCONJ fbem-19580 66 356 path path NOUN fbem-19580 66 357 coefficient coefficient NOUN fbem-19580 66 358 , , PUNCT fbem-19580 66 359 the the DET fbem-19580 66 360 following follow VERB fbem-19580 66 361 conclusion conclusion NOUN fbem-19580 66 362 : : PUNCT fbem-19580 66 363 the the DET fbem-19580 66 364 external external ADJ fbem-19580 66 365 environment environment NOUN fbem-19580 66 366 and and CCONJ fbem-19580 66 367 science science NOUN fbem-19580 66 368 and and CCONJ fbem-19580 66 369 technology technology NOUN fbem-19580 66 370 have have VERB fbem-19580 66 371 significant significant ADJ fbem-19580 66 372 positive positive ADJ fbem-19580 66 373 influence influence NOUN fbem-19580 66 374 on on ADP fbem-19580 66 375 cognitive cognitive ADJ fbem-19580 66 376 understanding understanding NOUN fbem-19580 66 377 , , PUNCT fbem-19580 66 378 the the DET fbem-19580 66 379 path path NOUN fbem-19580 66 380 coefficient coefficient NOUN fbem-19580 66 381 is be AUX fbem-19580 66 382 0.879 0.879 NUM fbem-19580 66 383 , , PUNCT fbem-19580 66 384 that that SCONJ fbem-19580 66 385 the the DET fbem-19580 66 386 improvement improvement NOUN fbem-19580 66 387 of of ADP fbem-19580 66 388 the the DET fbem-19580 66 389 external external ADJ fbem-19580 66 390 environment environment NOUN fbem-19580 66 391 will will AUX fbem-19580 66 392 promote promote VERB fbem-19580 66 393 the the DET fbem-19580 66 394 cognitive cognitive ADJ fbem-19580 66 395 understanding understanding NOUN fbem-19580 66 396 of of ADP fbem-19580 66 397 respondents respondent NOUN fbem-19580 66 398 , , PUNCT fbem-19580 66 399 if if SCONJ fbem-19580 66 400 the the DET fbem-19580 66 401 government government NOUN fbem-19580 66 402 to to PART fbem-19580 66 403 strengthen strengthen VERB fbem-19580 66 404 guidance guidance NOUN fbem-19580 66 405 , , PUNCT fbem-19580 66 406 actively actively ADV fbem-19580 66 407 promote promote VERB fbem-19580 66 408 the the DET fbem-19580 66 409 policy policy NOUN fbem-19580 66 410 , , PUNCT fbem-19580 66 411 is be AUX fbem-19580 66 412 beneficial beneficial ADJ fbem-19580 66 413 to to PART fbem-19580 66 414 promote promote VERB fbem-19580 66 415 respondents respondent NOUN fbem-19580 66 416 to to ADP fbem-19580 66 417 agricultural agricultural ADJ fbem-19580 66 418 green green ADJ fbem-19580 66 419 total total ADJ fbem-19580 66 420 factor factor NOUN fbem-19580 66 421 productivity productivity NOUN fbem-19580 66 422 and and CCONJ fbem-19580 66 423 related related ADJ fbem-19580 66 424 policies policy NOUN fbem-19580 66 425 ; ; PUNCT fbem-19580 66 426 science science NOUN fbem-19580 66 427 and and CCONJ fbem-19580 66 428 technology technology NOUN fbem-19580 66 429 has have VERB fbem-19580 66 430 a a DET fbem-19580 66 431 significant significant ADJ fbem-19580 66 432 positive positive ADJ fbem-19580 66 433 impact impact NOUN fbem-19580 66 434 on on ADP fbem-19580 66 435 the the DET fbem-19580 66 436 degree degree NOUN fbem-19580 66 437 of of ADP fbem-19580 66 438 cognition cognition NOUN fbem-19580 66 439 , , PUNCT fbem-19580 66 440 and and CCONJ fbem-19580 66 441 its its PRON fbem-19580 66 442 path path NOUN fbem-19580 66 443 coefficient coefficient NOUN fbem-19580 66 444 is be AUX fbem-19580 66 445 0.425 0.425 NUM fbem-19580 66 446 , , PUNCT fbem-19580 66 447 indicating indicate VERB fbem-19580 66 448 that that SCONJ fbem-19580 66 449 to to PART fbem-19580 66 450 further far ADV fbem-19580 66 451 enhance enhance VERB fbem-19580 66 452 the the DET fbem-19580 66 453 respondents respondent NOUN fbem-19580 66 454 ' ' PART fbem-19580 66 455 awareness awareness NOUN fbem-19580 66 456 of of ADP fbem-19580 66 457 green green ADJ fbem-19580 66 458 agricultural agricultural ADJ fbem-19580 66 459 total total ADJ fbem-19580 66 460 factor factor NOUN fbem-19580 66 461 productivity productivity NOUN fbem-19580 66 462 and and CCONJ fbem-19580 66 463 related related ADJ fbem-19580 66 464 policies policy NOUN fbem-19580 66 465 , , PUNCT fbem-19580 66 466 it it PRON fbem-19580 66 467 is be AUX fbem-19580 66 468 necessary necessary ADJ fbem-19580 66 469 to to PART fbem-19580 66 470 actively actively ADV fbem-19580 66 471 introduce introduce VERB fbem-19580 66 472 new new ADJ fbem-19580 66 473 production production NOUN fbem-19580 66 474 technologies technology NOUN fbem-19580 66 475 and and CCONJ fbem-19580 66 476 replace replace VERB fbem-19580 66 477 advanced advanced ADJ fbem-19580 66 478 infrastructure infrastructure NOUN fbem-19580 66 479 . . PUNCT fbem-19580 67 1 4.2 4.2 NUM fbem-19580 67 2 . . PUNCT fbem-19580 68 1 analysis analysis NOUN fbem-19580 68 2 of of ADP fbem-19580 68 3 the the DET fbem-19580 68 4 prospect prospect NOUN fbem-19580 68 5 and and CCONJ fbem-19580 68 6 attitude attitude NOUN fbem-19580 68 7 of of ADP fbem-19580 68 8 agricultural agricultural ADJ fbem-19580 68 9 green green ADJ fbem-19580 68 10 total total ADJ fbem-19580 68 11 factor factor NOUN fbem-19580 68 12 productivity productivity NOUN fbem-19580 68 13 increase increase NOUN fbem-19580 68 14 on on ADP fbem-19580 68 15 the the DET fbem-19580 68 16 basis basis NOUN fbem-19580 68 17 of of ADP fbem-19580 68 18 python python NOUN fbem-19580 68 19 machine machine NOUN fbem-19580 68 20 learning learning NOUN fbem-19580 68 21 , , PUNCT fbem-19580 68 22 this this DET fbem-19580 68 23 paper paper NOUN fbem-19580 68 24 introduces introduce VERB fbem-19580 68 25 the the DET fbem-19580 68 26 decision decision NOUN fbem-19580 68 27 tree tree NOUN fbem-19580 68 28 to to PART fbem-19580 68 29 study study VERB fbem-19580 68 30 the the DET fbem-19580 68 31 relationship relationship NOUN fbem-19580 68 32 between between ADP fbem-19580 68 33 the the DET fbem-19580 68 34 respondents respondent NOUN fbem-19580 68 35 ' ' PART fbem-19580 68 36 attitude attitude NOUN fbem-19580 68 37 towards towards ADP fbem-19580 68 38 the the DET fbem-19580 68 39 improvement improvement NOUN fbem-19580 68 40 of of ADP fbem-19580 68 41 agricultural agricultural ADJ fbem-19580 68 42 green green ADJ fbem-19580 68 43 total total ADJ fbem-19580 68 44 factor factor NOUN fbem-19580 68 45 productivity productivity NOUN fbem-19580 68 46 in in ADP fbem-19580 68 47 the the DET fbem-19580 68 48 six six NUM fbem-19580 68 49 cities city NOUN fbem-19580 68 50 of of ADP fbem-19580 68 51 northern northern ADJ fbem-19580 68 52 anhui anhui PROPN fbem-19580 68 53 and and CCONJ fbem-19580 68 54 the the DET fbem-19580 68 55 relationship relationship NOUN fbem-19580 68 56 between between ADP fbem-19580 68 57 gender gender NOUN fbem-19580 68 58 , , PUNCT fbem-19580 68 59 age age NOUN fbem-19580 68 60 , , PUNCT fbem-19580 68 61 education education NOUN fbem-19580 68 62 level level NOUN fbem-19580 68 63 , , PUNCT fbem-19580 68 64 monthly monthly ADJ fbem-19580 68 65 income income NOUN fbem-19580 68 66 level level NOUN fbem-19580 68 67 , , PUNCT fbem-19580 68 68 occupation occupation NOUN fbem-19580 68 69 , , PUNCT fbem-19580 68 70 residence residence NOUN fbem-19580 68 71 , , PUNCT fbem-19580 68 72 working working NOUN fbem-19580 68 73 years year NOUN fbem-19580 68 74 and and CCONJ fbem-19580 68 75 number number NOUN fbem-19580 68 76 of of ADP fbem-19580 68 77 machinery machinery NOUN fbem-19580 68 78 . . PUNCT fbem-19580 69 1 on on ADP fbem-19580 69 2 the the DET fbem-19580 69 3 feature feature NOUN fbem-19580 69 4 selection selection NOUN fbem-19580 69 5 , , PUNCT fbem-19580 69 6 this this DET fbem-19580 69 7 paper paper NOUN fbem-19580 69 8 adopts adopt VERB fbem-19580 69 9 the the DET fbem-19580 69 10 information information NOUN fbem-19580 69 11 gain gain VERB fbem-19580 69 12 criterion criterion NOUN fbem-19580 69 13 , , PUNCT fbem-19580 69 14 takes take VERB fbem-19580 69 15 the the DET fbem-19580 69 16 feature feature NOUN fbem-19580 69 17 with with ADP fbem-19580 69 18 the the DET fbem-19580 69 19 largest large ADJ fbem-19580 69 20 information information NOUN fbem-19580 69 21 gain gain NOUN fbem-19580 69 22 as as ADP fbem-19580 69 23 the the DET fbem-19580 69 24 node node ADJ fbem-19580 69 25 feature feature NOUN fbem-19580 69 26 of of ADP fbem-19580 69 27 the the DET fbem-19580 69 28 decision decision NOUN fbem-19580 69 29 tree tree NOUN fbem-19580 69 30 , , PUNCT fbem-19580 69 31 and and CCONJ fbem-19580 69 32 constructs construct VERB fbem-19580 69 33 the the DET fbem-19580 69 34 subnodes subnode NOUN fbem-19580 69 35 according accord VERB fbem-19580 69 36 to to ADP fbem-19580 69 37 the the DET fbem-19580 69 38 different different ADJ fbem-19580 69 39 values value NOUN fbem-19580 69 40 of of ADP fbem-19580 69 41 the the DET fbem-19580 69 42 feature feature NOUN fbem-19580 69 43 . . PUNCT fbem-19580 70 1 call call VERB fbem-19580 70 2 this this DET fbem-19580 70 3 method method NOUN fbem-19580 70 4 recursively recursively ADV fbem-19580 70 5 to to PART fbem-19580 70 6 construct construct VERB fbem-19580 70 7 decision decision NOUN fbem-19580 70 8 trees tree NOUN fbem-19580 70 9 on on ADP fbem-19580 70 10 subnodes subnode NOUN fbem-19580 70 11 until until SCONJ fbem-19580 70 12 all all DET fbem-19580 70 13 features feature NOUN fbem-19580 70 14 have have VERB fbem-19580 70 15 small small ADJ fbem-19580 70 16 information information NOUN fbem-19580 70 17 gain gain NOUN fbem-19580 70 18 or or CCONJ fbem-19580 70 19 no no DET fbem-19580 70 20 features feature NOUN fbem-19580 70 21 can can AUX fbem-19580 70 22 be be AUX fbem-19580 70 23 selected select VERB fbem-19580 70 24 . . PUNCT fbem-19580 71 1 the the DET fbem-19580 71 2 decision decision NOUN fbem-19580 71 3 tree tree NOUN fbem-19580 71 4 model model NOUN fbem-19580 71 5 was be AUX fbem-19580 71 6 constructed construct VERB fbem-19580 71 7 based base VERB fbem-19580 71 8 on on ADP fbem-19580 71 9 the the DET fbem-19580 71 10 id3 id3 NOUN fbem-19580 71 11 algorithm algorithm NOUN fbem-19580 71 12 and and CCONJ fbem-19580 71 13 used use VERB fbem-19580 71 14 to to PART fbem-19580 71 15 classify classify VERB fbem-19580 71 16 the the DET fbem-19580 71 17 prospect prospect NOUN fbem-19580 71 18 and and CCONJ fbem-19580 71 19 attitude attitude NOUN fbem-19580 71 20 of of ADP fbem-19580 71 21 agricultural agricultural ADJ fbem-19580 71 22 green green ADJ fbem-19580 71 23 total total ADJ fbem-19580 71 24 factor factor NOUN fbem-19580 71 25 productivity productivity NOUN fbem-19580 71 26 in in ADP fbem-19580 71 27 six six NUM fbem-19580 71 28 cities city NOUN fbem-19580 71 29 in in ADP fbem-19580 71 30 northern northern ADJ fbem-19580 71 31 anhui anhui PROPN fbem-19580 71 32 . . PUNCT fbem-19580 72 1 to to PART fbem-19580 72 2 optimize optimize VERB fbem-19580 72 3 the the DET fbem-19580 72 4 accuracy accuracy NOUN fbem-19580 72 5 of of ADP fbem-19580 72 6 the the DET fbem-19580 72 7 model model NOUN fbem-19580 72 8 , , PUNCT fbem-19580 72 9 the the DET fbem-19580 72 10 model model NOUN fbem-19580 72 11 with with ADP fbem-19580 72 12 the the DET fbem-19580 72 13 maximum maximum ADJ fbem-19580 72 14 depth depth NOUN fbem-19580 72 15 is be AUX fbem-19580 72 16 3 3 NUM fbem-19580 72 17 - - SYM fbem-19580 72 18 20 20 NUM fbem-19580 72 19 , , PUNCT fbem-19580 72 20 and and CCONJ fbem-19580 72 21 the the DET fbem-19580 72 22 training training NOUN fbem-19580 72 23 procedure procedure NOUN fbem-19580 72 24 is be AUX fbem-19580 72 25 shown show VERB fbem-19580 72 26 in in ADP fbem-19580 72 27 figure figure NOUN fbem-19580 72 28 2 2 NUM fbem-19580 72 29 . . SYM fbem-19580 72 30 17 17 NUM fbem-19580 72 31 figure figure NOUN fbem-19580 72 32 1 1 NUM fbem-19580 72 33 . . PUNCT fbem-19580 73 1 accuracy accuracy NOUN fbem-19580 73 2 of of ADP fbem-19580 73 3 the the DET fbem-19580 73 4 different different ADJ fbem-19580 73 5 maximum maximum ADJ fbem-19580 73 6 depth depth NOUN fbem-19580 73 7 of of ADP fbem-19580 73 8 the the DET fbem-19580 73 9 decision decision NOUN fbem-19580 73 10 tree tree NOUN fbem-19580 73 11 it it PRON fbem-19580 73 12 can can AUX fbem-19580 73 13 be be AUX fbem-19580 73 14 observed observe VERB fbem-19580 73 15 from from ADP fbem-19580 73 16 figure figure NOUN fbem-19580 73 17 2 2 NUM fbem-19580 73 18 that that SCONJ fbem-19580 73 19 the the DET fbem-19580 73 20 accuracy accuracy NOUN fbem-19580 73 21 of of ADP fbem-19580 73 22 the the DET fbem-19580 73 23 model model NOUN fbem-19580 73 24 also also ADV fbem-19580 73 25 improves improve VERB fbem-19580 73 26 as as ADP fbem-19580 73 27 the the DET fbem-19580 73 28 maximum maximum ADJ fbem-19580 73 29 depth depth NOUN fbem-19580 73 30 of of ADP fbem-19580 73 31 the the DET fbem-19580 73 32 decision decision NOUN fbem-19580 73 33 tree tree NOUN fbem-19580 73 34 increases increase NOUN fbem-19580 73 35 . . PUNCT fbem-19580 74 1 the the DET fbem-19580 74 2 accuracy accuracy NOUN fbem-19580 74 3 of of ADP fbem-19580 74 4 the the DET fbem-19580 74 5 test test NOUN fbem-19580 74 6 set set VERB fbem-19580 74 7 peaks peak NOUN fbem-19580 74 8 when when SCONJ fbem-19580 74 9 the the DET fbem-19580 74 10 maximum maximum ADJ fbem-19580 74 11 depth depth NOUN fbem-19580 74 12 reaches reach VERB fbem-19580 74 13 6 6 NUM fbem-19580 74 14 . . PUNCT fbem-19580 75 1 however however ADV fbem-19580 75 2 , , PUNCT fbem-19580 75 3 when when SCONJ fbem-19580 75 4 the the DET fbem-19580 75 5 maximum maximum ADJ fbem-19580 75 6 depth depth NOUN fbem-19580 75 7 exceeds exceed VERB fbem-19580 75 8 6 6 NUM fbem-19580 75 9 , , PUNCT fbem-19580 75 10 the the DET fbem-19580 75 11 accuracy accuracy NOUN fbem-19580 75 12 of of ADP fbem-19580 75 13 the the DET fbem-19580 75 14 training training NOUN fbem-19580 75 15 set set NOUN fbem-19580 75 16 already already ADV fbem-19580 75 17 stabilizes stabilize VERB fbem-19580 75 18 , , PUNCT fbem-19580 75 19 but but CCONJ fbem-19580 75 20 the the DET fbem-19580 75 21 accuracy accuracy NOUN fbem-19580 75 22 of of ADP fbem-19580 75 23 the the DET fbem-19580 75 24 test test NOUN fbem-19580 75 25 set set NOUN fbem-19580 75 26 begins begin VERB fbem-19580 75 27 to to PART fbem-19580 75 28 decrease decrease VERB fbem-19580 75 29 . . PUNCT fbem-19580 76 1 therefore therefore ADV fbem-19580 76 2 , , PUNCT fbem-19580 76 3 we we PRON fbem-19580 76 4 chose choose VERB fbem-19580 76 5 the the DET fbem-19580 76 6 decision decision NOUN fbem-19580 76 7 tree tree NOUN fbem-19580 76 8 model model NOUN fbem-19580 76 9 with with ADP fbem-19580 76 10 a a DET fbem-19580 76 11 maximum maximum ADJ fbem-19580 76 12 depth depth NOUN fbem-19580 76 13 of of ADP fbem-19580 76 14 6 6 NUM fbem-19580 76 15 . . PUNCT fbem-19580 76 16 by by ADP fbem-19580 76 17 observing observe VERB fbem-19580 76 18 the the DET fbem-19580 76 19 confusion confusion NOUN fbem-19580 76 20 matrix matrix NOUN fbem-19580 76 21 of of ADP fbem-19580 76 22 the the DET fbem-19580 76 23 prospect prospect NOUN fbem-19580 76 24 attitude attitude NOUN fbem-19580 76 25 , , PUNCT fbem-19580 76 26 it it PRON fbem-19580 76 27 is be AUX fbem-19580 76 28 found find VERB fbem-19580 76 29 that that SCONJ fbem-19580 76 30 the the DET fbem-19580 76 31 number number NOUN fbem-19580 76 32 of of ADP fbem-19580 76 33 samples sample NOUN fbem-19580 76 34 is be AUX fbem-19580 76 35 the the DET fbem-19580 76 36 most most ADJ fbem-19580 76 37 , , PUNCT fbem-19580 76 38 the the DET fbem-19580 76 39 least least ADJ fbem-19580 76 40 number number NOUN fbem-19580 76 41 of of ADP fbem-19580 76 42 samples sample NOUN fbem-19580 76 43 is be AUX fbem-19580 76 44 observed observe VERB fbem-19580 76 45 , , PUNCT fbem-19580 76 46 and and CCONJ fbem-19580 76 47 the the DET fbem-19580 76 48 accuracy accuracy NOUN fbem-19580 76 49 of of ADP fbem-19580 76 50 the the DET fbem-19580 76 51 classification classification NOUN fbem-19580 76 52 model model NOUN fbem-19580 76 53 is be AUX fbem-19580 76 54 relatively relatively ADV fbem-19580 76 55 high high ADJ fbem-19580 76 56 , , PUNCT fbem-19580 76 57 and and CCONJ fbem-19580 76 58 the the DET fbem-19580 76 59 number number NOUN fbem-19580 76 60 of of ADP fbem-19580 76 61 samples sample NOUN fbem-19580 76 62 is be AUX fbem-19580 76 63 very very ADV fbem-19580 76 64 small small ADJ fbem-19580 76 65 , , PUNCT fbem-19580 76 66 which which PRON fbem-19580 76 67 shows show VERB fbem-19580 76 68 that that SCONJ fbem-19580 76 69 the the DET fbem-19580 76 70 decision decision NOUN fbem-19580 76 71 tree tree NOUN fbem-19580 76 72 model model NOUN fbem-19580 76 73 constructed construct VERB fbem-19580 76 74 in in ADP fbem-19580 76 75 this this DET fbem-19580 76 76 paper paper NOUN fbem-19580 76 77 has have VERB fbem-19580 76 78 high high ADJ fbem-19580 76 79 classification classification NOUN fbem-19580 76 80 accuracy accuracy NOUN fbem-19580 76 81 . . PUNCT fbem-19580 77 1 the the DET fbem-19580 77 2 importance importance NOUN fbem-19580 77 3 of of ADP fbem-19580 77 4 each each DET fbem-19580 77 5 feature feature NOUN fbem-19580 77 6 is be AUX fbem-19580 77 7 understood understand VERB fbem-19580 77 8 from from ADP fbem-19580 77 9 figure figure NOUN fbem-19580 77 10 3 3 NUM fbem-19580 77 11 . . PUNCT fbem-19580 78 1 through through ADP fbem-19580 78 2 the the DET fbem-19580 78 3 information information NOUN fbem-19580 78 4 gain gain VERB fbem-19580 78 5 calculation calculation NOUN fbem-19580 78 6 of of ADP fbem-19580 78 7 id3 id3 NOUN fbem-19580 78 8 algorithm algorithm NOUN fbem-19580 78 9 , , PUNCT fbem-19580 78 10 this this DET fbem-19580 78 11 paper paper NOUN fbem-19580 78 12 finds find VERB fbem-19580 78 13 that that SCONJ fbem-19580 78 14 the the DET fbem-19580 78 15 residence residence NOUN fbem-19580 78 16 of of ADP fbem-19580 78 17 x14 x14 PROPN fbem-19580 78 18 is be AUX fbem-19580 78 19 the the DET fbem-19580 78 20 feature feature NOUN fbem-19580 78 21 with with ADP fbem-19580 78 22 the the DET fbem-19580 78 23 largest large ADJ fbem-19580 78 24 information information NOUN fbem-19580 78 25 gain gain NOUN fbem-19580 78 26 , , PUNCT fbem-19580 78 27 so so CCONJ fbem-19580 78 28 it it PRON fbem-19580 78 29 is be AUX fbem-19580 78 30 selected select VERB fbem-19580 78 31 as as ADP fbem-19580 78 32 the the DET fbem-19580 78 33 node node ADJ fbem-19580 78 34 feature feature NOUN fbem-19580 78 35 . . PUNCT fbem-19580 79 1 figure figure NOUN fbem-19580 79 2 2 2 NUM fbem-19580 79 3 . . PUNCT fbem-19580 79 4 importance importance NOUN fbem-19580 79 5 of of ADP fbem-19580 79 6 each each DET fbem-19580 79 7 indicator indicator NOUN fbem-19580 79 8 including include VERB fbem-19580 79 9 : : PUNCT fbem-19580 79 10 x1 x1 PROPN fbem-19580 79 11 for for ADP fbem-19580 79 12 gender gender NOUN fbem-19580 79 13 , , PUNCT fbem-19580 79 14 x2 x2 NOUN fbem-19580 79 15 for for ADP fbem-19580 79 16 age age NOUN fbem-19580 79 17 , , PUNCT fbem-19580 79 18 x3 x3 VERB fbem-19580 79 19 for for ADP fbem-19580 79 20 education education NOUN fbem-19580 79 21 , , PUNCT fbem-19580 79 22 x4 x4 PROPN fbem-19580 79 23 for for ADP fbem-19580 79 24 monthly monthly ADJ fbem-19580 79 25 income income NOUN fbem-19580 79 26 level level NOUN fbem-19580 79 27 , , PUNCT fbem-19580 79 28 x5 x5 NOUN fbem-19580 79 29 for for ADP fbem-19580 79 30 students student NOUN fbem-19580 79 31 , , PUNCT fbem-19580 79 32 x6 x6 NOUN fbem-19580 79 33 for for ADP fbem-19580 79 34 business business NOUN fbem-19580 79 35 / / SYM fbem-19580 79 36 service service NOUN fbem-19580 79 37 ordinary ordinary ADJ fbem-19580 79 38 worker worker NOUN fbem-19580 79 39 , , PUNCT fbem-19580 79 40 x7 x7 NOUN fbem-19580 79 41 for for ADP fbem-19580 79 42 enterprise enterprise NOUN fbem-19580 79 43 managers manager NOUN fbem-19580 79 44 , , PUNCT fbem-19580 79 45 x8 x8 PROPN fbem-19580 79 46 for for ADP fbem-19580 79 47 agricultural agricultural ADJ fbem-19580 79 48 workers worker NOUN fbem-19580 79 49 , , PUNCT fbem-19580 79 50 x9 x9 NOUN fbem-19580 79 51 for for ADP fbem-19580 79 52 the the DET fbem-19580 79 53 government government NOUN fbem-19580 79 54 , , PUNCT fbem-19580 79 55 institution institution NOUN fbem-19580 79 56 cadres cadre NOUN fbem-19580 79 57 / / SYM fbem-19580 79 58 staff staff NOUN fbem-19580 79 59 , , PUNCT fbem-19580 79 60 x10 x10 NOUN fbem-19580 79 61 for for ADP fbem-19580 79 62 ordinary ordinary ADJ fbem-19580 79 63 workers worker NOUN fbem-19580 79 64 , , PUNCT fbem-19580 79 65 x11 x11 PROPN fbem-19580 79 66 for for ADP fbem-19580 79 67 selfemployed selfemployed ADJ fbem-19580 79 68 / / SYM fbem-19580 79 69 contractor contractor NOUN fbem-19580 79 70 , , PUNCT fbem-19580 79 71 x12 x12 NUM fbem-19580 79 72 for for ADP fbem-19580 79 73 freelance freelance NOUN fbem-19580 79 74 , , PUNCT fbem-19580 79 75 x13 x13 PROPN fbem-19580 79 76 for for ADP fbem-19580 79 77 retirement retirement NOUN fbem-19580 79 78 , , PUNCT fbem-19580 79 79 x14 x14 PROPN fbem-19580 79 80 for for ADP fbem-19580 79 81 residence residence NOUN fbem-19580 79 82 , , PUNCT fbem-19580 79 83 x15 x15 NUM fbem-19580 79 84 for for ADP fbem-19580 79 85 working work VERB fbem-19580 79 86 fixed fix VERB fbem-19580 79 87 number number NOUN fbem-19580 79 88 of of ADP fbem-19580 79 89 year year NOUN fbem-19580 79 90 , , PUNCT fbem-19580 79 91 x16 x16 PROPN fbem-19580 79 92 for for ADP fbem-19580 79 93 mechanical mechanical ADJ fbem-19580 79 94 quantity quantity NOUN fbem-19580 79 95 . . PUNCT fbem-19580 80 1 as as SCONJ fbem-19580 80 2 can can AUX fbem-19580 80 3 be be AUX fbem-19580 80 4 seen see VERB fbem-19580 80 5 from from ADP fbem-19580 80 6 figure figure NOUN fbem-19580 80 7 2 2 NUM fbem-19580 80 8 , , PUNCT fbem-19580 80 9 five five NUM fbem-19580 80 10 factors factor NOUN fbem-19580 80 11 : : PUNCT fbem-19580 80 12 residence residence NOUN fbem-19580 80 13 ( ( PUNCT fbem-19580 80 14 x14 x14 PROPN fbem-19580 80 15 ) ) PUNCT fbem-19580 80 16 , , PUNCT fbem-19580 80 17 working work VERB fbem-19580 80 18 years year NOUN fbem-19580 80 19 in in ADP fbem-19580 80 20 the the DET fbem-19580 80 21 agricultural agricultural ADJ fbem-19580 80 22 field field NOUN fbem-19580 80 23 ( ( PUNCT fbem-19580 80 24 x15 x15 NUM fbem-19580 80 25 ) ) PUNCT fbem-19580 80 26 , , PUNCT fbem-19580 80 27 machinery machinery NOUN fbem-19580 80 28 quantity quantity NOUN fbem-19580 80 29 ( ( PUNCT fbem-19580 80 30 x16 x16 PROPN fbem-19580 80 31 ) ) PUNCT fbem-19580 80 32 , , PUNCT fbem-19580 80 33 gender gender NOUN fbem-19580 80 34 ( ( PUNCT fbem-19580 80 35 x2 x2 PROPN fbem-19580 80 36 ) ) PUNCT fbem-19580 80 37 and and CCONJ fbem-19580 80 38 education education NOUN fbem-19580 80 39 level level NOUN fbem-19580 80 40 ( ( PUNCT fbem-19580 80 41 x3 x3 ADJ fbem-19580 80 42 ) ) PUNCT fbem-19580 80 43 play play VERB fbem-19580 80 44 a a DET fbem-19580 80 45 major major ADJ fbem-19580 80 46 role role NOUN fbem-19580 80 47 in in ADP fbem-19580 80 48 the the DET fbem-19580 80 49 respondents respondent NOUN fbem-19580 80 50 ' ' PART fbem-19580 80 51 attitude attitude NOUN fbem-19580 80 52 to to ADP fbem-19580 80 53 the the DET fbem-19580 80 54 improvement improvement NOUN fbem-19580 80 55 of of ADP fbem-19580 80 56 agricultural agricultural ADJ fbem-19580 80 57 green green ADJ fbem-19580 80 58 total total ADJ fbem-19580 80 59 factor factor NOUN fbem-19580 80 60 productivity productivity NOUN fbem-19580 80 61 in in ADP fbem-19580 80 62 the the DET fbem-19580 80 63 six six NUM fbem-19580 80 64 cities city NOUN fbem-19580 80 65 in in ADP fbem-19580 80 66 northern northern ADJ fbem-19580 80 67 anhui anhui PROPN fbem-19580 80 68 . . PUNCT fbem-19580 81 1 among among ADP fbem-19580 81 2 them they PRON fbem-19580 81 3 , , PUNCT fbem-19580 81 4 the the DET fbem-19580 81 5 prospect prospect NOUN fbem-19580 81 6 and and CCONJ fbem-19580 81 7 attitude attitude NOUN fbem-19580 81 8 to to ADP fbem-19580 81 9 the the DET fbem-19580 81 10 improvement improvement NOUN fbem-19580 81 11 of of ADP fbem-19580 81 12 agricultural agricultural ADJ fbem-19580 81 13 green green ADJ fbem-19580 81 14 total total ADJ fbem-19580 81 15 factor factor NOUN fbem-19580 81 16 productivity productivity NOUN fbem-19580 81 17 in in ADP fbem-19580 81 18 the the DET fbem-19580 81 19 six six NUM fbem-19580 81 20 cities city NOUN fbem-19580 81 21 in in ADP fbem-19580 81 22 northern northern ADJ fbem-19580 81 23 anhui anhui PROPN fbem-19580 81 24 is be AUX fbem-19580 81 25 relatively relatively ADV fbem-19580 81 26 high high ADJ fbem-19580 81 27 and and CCONJ fbem-19580 81 28 related relate VERB fbem-19580 81 29 to to ADP fbem-19580 81 30 its its PRON fbem-19580 81 31 living living NOUN fbem-19580 81 32 area area NOUN fbem-19580 81 33 and and CCONJ fbem-19580 81 34 education education NOUN fbem-19580 81 35 level level NOUN fbem-19580 81 36 , , PUNCT fbem-19580 81 37 followed follow VERB fbem-19580 81 38 by by ADP fbem-19580 81 39 its its PRON fbem-19580 81 40 working working NOUN fbem-19580 81 41 years year NOUN fbem-19580 81 42 and and CCONJ fbem-19580 81 43 number number NOUN fbem-19580 81 44 of of ADP fbem-19580 81 45 machinery machinery NOUN fbem-19580 81 46 . . PUNCT fbem-19580 82 1 this this PRON fbem-19580 82 2 shows show VERB fbem-19580 82 3 that that SCONJ fbem-19580 82 4 the the DET fbem-19580 82 5 local local ADJ fbem-19580 82 6 residents resident NOUN fbem-19580 82 7 of of ADP fbem-19580 82 8 the the DET fbem-19580 82 9 six six NUM fbem-19580 82 10 cities city NOUN fbem-19580 82 11 in in ADP fbem-19580 82 12 northern northern ADJ fbem-19580 82 13 anhui anhui PROPN fbem-19580 82 14 and and CCONJ fbem-19580 82 15 the the DET fbem-19580 82 16 residents resident NOUN fbem-19580 82 17 with with ADP fbem-19580 82 18 high high ADJ fbem-19580 82 19 working working NOUN fbem-19580 82 20 years year NOUN fbem-19580 82 21 in in ADP fbem-19580 82 22 the the DET fbem-19580 82 23 agricultural agricultural ADJ fbem-19580 82 24 field field NOUN fbem-19580 82 25 have have VERB fbem-19580 82 26 a a DET fbem-19580 82 27 deeper deep ADJ fbem-19580 82 28 understanding understanding NOUN fbem-19580 82 29 of of ADP fbem-19580 82 30 agricultural agricultural ADJ fbem-19580 82 31 mechanization mechanization NOUN fbem-19580 82 32 , , PUNCT fbem-19580 82 33 and and CCONJ fbem-19580 82 34 the the DET fbem-19580 82 35 more more ADV fbem-19580 82 36 optimistic optimistic ADJ fbem-19580 82 37 about about ADP fbem-19580 82 38 the the DET fbem-19580 82 39 prospect prospect NOUN fbem-19580 82 40 of of ADP fbem-19580 82 41 agricultural agricultural ADJ fbem-19580 82 42 green green ADJ fbem-19580 82 43 total total ADJ fbem-19580 82 44 factor factor NOUN fbem-19580 82 45 18 18 NUM fbem-19580 82 46 productivity productivity NOUN fbem-19580 82 47 improvement improvement NOUN fbem-19580 82 48 in in ADP fbem-19580 82 49 the the DET fbem-19580 82 50 six six NUM fbem-19580 82 51 cities city NOUN fbem-19580 82 52 in in ADP fbem-19580 82 53 northern northern ADJ fbem-19580 82 54 anhui anhui PROPN fbem-19580 82 55 . . PUNCT fbem-19580 83 1 5 5 NUM fbem-19580 83 2 . . X fbem-19580 83 3 conclusions conclusion NOUN fbem-19580 83 4 and and CCONJ fbem-19580 83 5 suggestions suggestion NOUN fbem-19580 83 6 5.1 5.1 NUM fbem-19580 83 7 . . PUNCT fbem-19580 84 1 conclusions conclusion NOUN fbem-19580 84 2 the the DET fbem-19580 84 3 research research NOUN fbem-19580 84 4 shows show VERB fbem-19580 84 5 that that SCONJ fbem-19580 84 6 the the DET fbem-19580 84 7 external external ADJ fbem-19580 84 8 environment environment NOUN fbem-19580 84 9 and and CCONJ fbem-19580 84 10 science science NOUN fbem-19580 84 11 and and CCONJ fbem-19580 84 12 technology technology NOUN fbem-19580 84 13 have have VERB fbem-19580 84 14 a a DET fbem-19580 84 15 significant significant ADJ fbem-19580 84 16 positive positive ADJ fbem-19580 84 17 impact impact NOUN fbem-19580 84 18 on on ADP fbem-19580 84 19 the the DET fbem-19580 84 20 cognition cognition NOUN fbem-19580 84 21 degree degree NOUN fbem-19580 84 22 of of ADP fbem-19580 84 23 agricultural agricultural ADJ fbem-19580 84 24 green green ADJ fbem-19580 84 25 total total ADJ fbem-19580 84 26 factor factor NOUN fbem-19580 84 27 productivity productivity NOUN fbem-19580 84 28 . . PUNCT fbem-19580 85 1 according accord VERB fbem-19580 85 2 to to ADP fbem-19580 85 3 the the DET fbem-19580 85 4 path path NOUN fbem-19580 85 5 coefficient coefficient NOUN fbem-19580 85 6 analysis analysis NOUN fbem-19580 85 7 , , PUNCT fbem-19580 85 8 the the DET fbem-19580 85 9 improvement improvement NOUN fbem-19580 85 10 of of ADP fbem-19580 85 11 external external ADJ fbem-19580 85 12 environment environment NOUN fbem-19580 85 13 can can AUX fbem-19580 85 14 improve improve VERB fbem-19580 85 15 the the DET fbem-19580 85 16 cognition cognition NOUN fbem-19580 85 17 of of ADP fbem-19580 85 18 agricultural agricultural ADJ fbem-19580 85 19 green green ADJ fbem-19580 85 20 total total ADJ fbem-19580 85 21 factor factor NOUN fbem-19580 85 22 productivity productivity NOUN fbem-19580 85 23 , , PUNCT fbem-19580 85 24 so so ADV fbem-19580 85 25 the the DET fbem-19580 85 26 government government NOUN fbem-19580 85 27 should should AUX fbem-19580 85 28 strengthen strengthen VERB fbem-19580 85 29 guidance guidance NOUN fbem-19580 85 30 and and CCONJ fbem-19580 85 31 improve improve VERB fbem-19580 85 32 residents resident NOUN fbem-19580 85 33 ' ' PART fbem-19580 85 34 understanding understanding NOUN fbem-19580 85 35 of of ADP fbem-19580 85 36 agricultural agricultural ADJ fbem-19580 85 37 green green ADJ fbem-19580 85 38 total total ADJ fbem-19580 85 39 factor factor NOUN fbem-19580 85 40 productivity productivity NOUN fbem-19580 85 41 and and CCONJ fbem-19580 85 42 related related ADJ fbem-19580 85 43 policies policy NOUN fbem-19580 85 44 ; ; PUNCT fbem-19580 85 45 science science NOUN fbem-19580 85 46 and and CCONJ fbem-19580 85 47 technology technology NOUN fbem-19580 85 48 have have VERB fbem-19580 85 49 a a DET fbem-19580 85 50 significant significant ADJ fbem-19580 85 51 positive positive ADJ fbem-19580 85 52 impact impact NOUN fbem-19580 85 53 on on ADP fbem-19580 85 54 improving improve VERB fbem-19580 85 55 the the DET fbem-19580 85 56 cognition cognition NOUN fbem-19580 85 57 of of ADP fbem-19580 85 58 agricultural agricultural ADJ fbem-19580 85 59 green green ADJ fbem-19580 85 60 total total ADJ fbem-19580 85 61 factor factor NOUN fbem-19580 85 62 productivity productivity NOUN fbem-19580 85 63 , , PUNCT fbem-19580 85 64 so so ADV fbem-19580 85 65 the the DET fbem-19580 85 66 government government NOUN fbem-19580 85 67 should should AUX fbem-19580 85 68 actively actively ADV fbem-19580 85 69 introduce introduce VERB fbem-19580 85 70 new new ADJ fbem-19580 85 71 production production NOUN fbem-19580 85 72 technology technology NOUN fbem-19580 85 73 and and CCONJ fbem-19580 85 74 improve improve VERB fbem-19580 85 75 infrastructure infrastructure NOUN fbem-19580 85 76 to to PART fbem-19580 85 77 further far ADV fbem-19580 85 78 enhance enhance VERB fbem-19580 85 79 residents resident NOUN fbem-19580 85 80 ' ' PART fbem-19580 85 81 cognition cognition NOUN fbem-19580 85 82 of of ADP fbem-19580 85 83 agricultural agricultural ADJ fbem-19580 85 84 green green ADJ fbem-19580 85 85 total total ADJ fbem-19580 85 86 factor factor NOUN fbem-19580 85 87 productivity productivity NOUN fbem-19580 85 88 . . PUNCT fbem-19580 86 1 the the DET fbem-19580 86 2 characteristics characteristic NOUN fbem-19580 86 3 of of ADP fbem-19580 86 4 residents resident NOUN fbem-19580 86 5 themselves themselves PRON fbem-19580 86 6 are be AUX fbem-19580 86 7 an an DET fbem-19580 86 8 important important ADJ fbem-19580 86 9 factor factor NOUN fbem-19580 86 10 affecting affect VERB fbem-19580 86 11 the the DET fbem-19580 86 12 prospect prospect NOUN fbem-19580 86 13 and and CCONJ fbem-19580 86 14 attitude attitude NOUN fbem-19580 86 15 of of ADP fbem-19580 86 16 agricultural agricultural ADJ fbem-19580 86 17 green green ADJ fbem-19580 86 18 total total ADJ fbem-19580 86 19 factor factor NOUN fbem-19580 86 20 productivity productivity NOUN fbem-19580 86 21 . . PUNCT fbem-19580 87 1 the the DET fbem-19580 87 2 five five NUM fbem-19580 87 3 factors factor NOUN fbem-19580 87 4 of of ADP fbem-19580 87 5 gender gender NOUN fbem-19580 87 6 , , PUNCT fbem-19580 87 7 residence residence NOUN fbem-19580 87 8 , , PUNCT fbem-19580 87 9 education education NOUN fbem-19580 87 10 level level NOUN fbem-19580 87 11 , , PUNCT fbem-19580 87 12 working working NOUN fbem-19580 87 13 years year NOUN fbem-19580 87 14 and and CCONJ fbem-19580 87 15 number number NOUN fbem-19580 87 16 of of ADP fbem-19580 87 17 machinery machinery NOUN fbem-19580 87 18 play play VERB fbem-19580 87 19 a a DET fbem-19580 87 20 major major ADJ fbem-19580 87 21 role role NOUN fbem-19580 87 22 in in ADP fbem-19580 87 23 the the DET fbem-19580 87 24 residents resident NOUN fbem-19580 87 25 ' ' PART fbem-19580 87 26 attitude attitude NOUN fbem-19580 87 27 towards towards ADP fbem-19580 87 28 the the DET fbem-19580 87 29 improvement improvement NOUN fbem-19580 87 30 of of ADP fbem-19580 87 31 agricultural agricultural ADJ fbem-19580 87 32 green green ADJ fbem-19580 87 33 total total ADJ fbem-19580 87 34 factor factor NOUN fbem-19580 87 35 productivity productivity NOUN fbem-19580 87 36 in in ADP fbem-19580 87 37 the the DET fbem-19580 87 38 six six NUM fbem-19580 87 39 cities city NOUN fbem-19580 87 40 in in ADP fbem-19580 87 41 northern northern ADJ fbem-19580 87 42 anhui anhui PROPN fbem-19580 87 43 . . PUNCT fbem-19580 88 1 among among ADP fbem-19580 88 2 them they PRON fbem-19580 88 3 , , PUNCT fbem-19580 88 4 the the DET fbem-19580 88 5 prospect prospect NOUN fbem-19580 88 6 and and CCONJ fbem-19580 88 7 attitude attitude NOUN fbem-19580 88 8 of of ADP fbem-19580 88 9 agricultural agricultural ADJ fbem-19580 88 10 green green ADJ fbem-19580 88 11 total total ADJ fbem-19580 88 12 factor factor NOUN fbem-19580 88 13 productivity productivity NOUN fbem-19580 88 14 of of ADP fbem-19580 88 15 the the DET fbem-19580 88 16 six six NUM fbem-19580 88 17 cities city NOUN fbem-19580 88 18 in in ADP fbem-19580 88 19 northern northern ADJ fbem-19580 88 20 anhui anhui PROPN fbem-19580 88 21 has have VERB fbem-19580 88 22 a a DET fbem-19580 88 23 higher high ADJ fbem-19580 88 24 connection connection NOUN fbem-19580 88 25 with with ADP fbem-19580 88 26 its its PRON fbem-19580 88 27 residence residence NOUN fbem-19580 88 28 area area NOUN fbem-19580 88 29 and and CCONJ fbem-19580 88 30 education education NOUN fbem-19580 88 31 level level NOUN fbem-19580 88 32 , , PUNCT fbem-19580 88 33 which which PRON fbem-19580 88 34 is be AUX fbem-19580 88 35 followed follow VERB fbem-19580 88 36 by by ADP fbem-19580 88 37 its its PRON fbem-19580 88 38 working working NOUN fbem-19580 88 39 years year NOUN fbem-19580 88 40 and and CCONJ fbem-19580 88 41 the the DET fbem-19580 88 42 number number NOUN fbem-19580 88 43 of of ADP fbem-19580 88 44 machinery machinery NOUN fbem-19580 88 45 . . PUNCT fbem-19580 89 1 it it PRON fbem-19580 89 2 shows show VERB fbem-19580 89 3 that that SCONJ fbem-19580 89 4 the the DET fbem-19580 89 5 local local ADJ fbem-19580 89 6 residents resident NOUN fbem-19580 89 7 of of ADP fbem-19580 89 8 the the DET fbem-19580 89 9 six six NUM fbem-19580 89 10 cities city NOUN fbem-19580 89 11 in in ADP fbem-19580 89 12 northern northern ADJ fbem-19580 89 13 anhui anhui PROPN fbem-19580 89 14 and and CCONJ fbem-19580 89 15 the the DET fbem-19580 89 16 residents resident NOUN fbem-19580 89 17 with with ADP fbem-19580 89 18 high high ADJ fbem-19580 89 19 working working NOUN fbem-19580 89 20 years year NOUN fbem-19580 89 21 in in ADP fbem-19580 89 22 the the DET fbem-19580 89 23 agricultural agricultural ADJ fbem-19580 89 24 field field NOUN fbem-19580 89 25 have have VERB fbem-19580 89 26 a a DET fbem-19580 89 27 deeper deep ADJ fbem-19580 89 28 understanding understanding NOUN fbem-19580 89 29 of of ADP fbem-19580 89 30 agricultural agricultural ADJ fbem-19580 89 31 mechanization mechanization NOUN fbem-19580 89 32 , , PUNCT fbem-19580 89 33 and and CCONJ fbem-19580 89 34 the the DET fbem-19580 89 35 more more ADV fbem-19580 89 36 optimistic optimistic ADJ fbem-19580 89 37 the the DET fbem-19580 89 38 attitude attitude NOUN fbem-19580 89 39 towards towards ADP fbem-19580 89 40 the the DET fbem-19580 89 41 improvement improvement NOUN fbem-19580 89 42 of of ADP fbem-19580 89 43 agricultural agricultural ADJ fbem-19580 89 44 green green ADJ fbem-19580 89 45 total total ADJ fbem-19580 89 46 factor factor NOUN fbem-19580 89 47 productivity productivity NOUN fbem-19580 89 48 in in ADP fbem-19580 89 49 the the DET fbem-19580 89 50 six six NUM fbem-19580 89 51 cities city NOUN fbem-19580 89 52 in in ADP fbem-19580 89 53 northern northern ADJ fbem-19580 89 54 anhui anhui NOUN fbem-19580 89 55 . . PUNCT fbem-19580 90 1 5.2 5.2 NUM fbem-19580 90 2 . . PUNCT fbem-19580 90 3 suggestions suggestion NOUN fbem-19580 90 4 ( ( PUNCT fbem-19580 90 5 1 1 NUM fbem-19580 90 6 ) ) PUNCT fbem-19580 90 7 policy policy NOUN fbem-19580 90 8 support support NOUN fbem-19580 90 9 to to PART fbem-19580 90 10 accelerate accelerate VERB fbem-19580 90 11 the the DET fbem-19580 90 12 process process NOUN fbem-19580 90 13 of of ADP fbem-19580 90 14 agricultural agricultural ADJ fbem-19580 90 15 mechanization mechanization NOUN fbem-19580 90 16 . . PUNCT fbem-19580 91 1 in in ADP fbem-19580 91 2 order order NOUN fbem-19580 91 3 to to PART fbem-19580 91 4 make make VERB fbem-19580 91 5 agricultural agricultural ADJ fbem-19580 91 6 mechanization mechanization NOUN fbem-19580 91 7 play play VERB fbem-19580 91 8 a a DET fbem-19580 91 9 key key ADJ fbem-19580 91 10 role role NOUN fbem-19580 91 11 in in ADP fbem-19580 91 12 improving improve VERB fbem-19580 91 13 agricultural agricultural ADJ fbem-19580 91 14 production production NOUN fbem-19580 91 15 efficiency efficiency NOUN fbem-19580 91 16 , , PUNCT fbem-19580 91 17 protecting protect VERB fbem-19580 91 18 the the DET fbem-19580 91 19 environment environment NOUN fbem-19580 91 20 and and CCONJ fbem-19580 91 21 promoting promote VERB fbem-19580 91 22 sustainable sustainable ADJ fbem-19580 91 23 agricultural agricultural ADJ fbem-19580 91 24 development development NOUN fbem-19580 91 25 , , PUNCT fbem-19580 91 26 agricultural agricultural ADJ fbem-19580 91 27 mechanization mechanization NOUN fbem-19580 91 28 related relate VERB fbem-19580 91 29 policies policy NOUN fbem-19580 91 30 combined combine VERB fbem-19580 91 31 with with ADP fbem-19580 91 32 agricultural agricultural ADJ fbem-19580 91 33 green green ADJ fbem-19580 91 34 development development NOUN fbem-19580 91 35 should should AUX fbem-19580 91 36 be be AUX fbem-19580 91 37 formulated formulate VERB fbem-19580 91 38 , , PUNCT fbem-19580 91 39 and and CCONJ fbem-19580 91 40 agricultural agricultural ADJ fbem-19580 91 41 mechanization mechanization NOUN fbem-19580 91 42 should should AUX fbem-19580 91 43 be be AUX fbem-19580 91 44 taken take VERB fbem-19580 91 45 as as ADP fbem-19580 91 46 an an DET fbem-19580 91 47 important important ADJ fbem-19580 91 48 means mean NOUN fbem-19580 91 49 to to PART fbem-19580 91 50 promote promote VERB fbem-19580 91 51 agricultural agricultural ADJ fbem-19580 91 52 modernization modernization NOUN fbem-19580 91 53 and and CCONJ fbem-19580 91 54 improve improve VERB fbem-19580 91 55 agricultural agricultural ADJ fbem-19580 91 56 production production NOUN fbem-19580 91 57 efficiency efficiency NOUN fbem-19580 91 58 . . PUNCT fbem-19580 92 1 at at ADP fbem-19580 92 2 the the DET fbem-19580 92 3 same same ADJ fbem-19580 92 4 time time NOUN fbem-19580 92 5 , , PUNCT fbem-19580 92 6 we we PRON fbem-19580 92 7 will will AUX fbem-19580 92 8 strengthen strengthen VERB fbem-19580 92 9 the the DET fbem-19580 92 10 implementation implementation NOUN fbem-19580 92 11 of of ADP fbem-19580 92 12 agricultural agricultural ADJ fbem-19580 92 13 subsidies subsidy NOUN fbem-19580 92 14 , , PUNCT fbem-19580 92 15 encourage encourage VERB fbem-19580 92 16 farmers farmer NOUN fbem-19580 92 17 and and CCONJ fbem-19580 92 18 enterprises enterprise NOUN fbem-19580 92 19 to to PART fbem-19580 92 20 adopt adopt VERB fbem-19580 92 21 these these DET fbem-19580 92 22 technologies technology NOUN fbem-19580 92 23 through through ADP fbem-19580 92 24 policy policy NOUN fbem-19580 92 25 subsidies subsidy NOUN fbem-19580 92 26 and and CCONJ fbem-19580 92 27 tax tax NOUN fbem-19580 92 28 incentives incentive NOUN fbem-19580 92 29 , , PUNCT fbem-19580 92 30 and and CCONJ fbem-19580 92 31 introduce introduce VERB fbem-19580 92 32 incentive incentive NOUN fbem-19580 92 33 policies policy NOUN fbem-19580 92 34 for for ADP fbem-19580 92 35 agricultural agricultural ADJ fbem-19580 92 36 mechanization mechanization NOUN fbem-19580 92 37 to to PART fbem-19580 92 38 reduce reduce VERB fbem-19580 92 39 the the DET fbem-19580 92 40 economic economic ADJ fbem-19580 92 41 burden burden NOUN fbem-19580 92 42 that that PRON fbem-19580 92 43 farmers farmer NOUN fbem-19580 92 44 may may AUX fbem-19580 92 45 face face VERB fbem-19580 92 46 in in ADP fbem-19580 92 47 the the DET fbem-19580 92 48 process process NOUN fbem-19580 92 49 of of ADP fbem-19580 92 50 mechanized mechanized ADJ fbem-19580 92 51 operations operation NOUN fbem-19580 92 52 . . PUNCT fbem-19580 93 1 finally finally ADV fbem-19580 93 2 , , PUNCT fbem-19580 93 3 the the DET fbem-19580 93 4 government government NOUN fbem-19580 93 5 should should AUX fbem-19580 93 6 formulate formulate VERB fbem-19580 93 7 a a DET fbem-19580 93 8 long long ADJ fbem-19580 93 9 - - PUNCT fbem-19580 93 10 term term NOUN fbem-19580 93 11 development development NOUN fbem-19580 93 12 plan plan NOUN fbem-19580 93 13 for for ADP fbem-19580 93 14 agricultural agricultural ADJ fbem-19580 93 15 mechanization mechanization NOUN fbem-19580 93 16 to to PART fbem-19580 93 17 ensure ensure VERB fbem-19580 93 18 that that SCONJ fbem-19580 93 19 agricultural agricultural ADJ fbem-19580 93 20 mechanization mechanization NOUN fbem-19580 93 21 develops develop VERB fbem-19580 93 22 in in ADP fbem-19580 93 23 the the DET fbem-19580 93 24 right right ADJ fbem-19580 93 25 direction direction NOUN fbem-19580 93 26 , , PUNCT fbem-19580 93 27 which which PRON fbem-19580 93 28 is be AUX fbem-19580 93 29 of of ADP fbem-19580 93 30 great great ADJ fbem-19580 93 31 significance significance NOUN fbem-19580 93 32 for for ADP fbem-19580 93 33 ensuring ensure VERB fbem-19580 93 34 the the DET fbem-19580 93 35 sustainable sustainable ADJ fbem-19580 93 36 agricultural agricultural ADJ fbem-19580 93 37 development development NOUN fbem-19580 93 38 and and CCONJ fbem-19580 93 39 national national ADJ fbem-19580 93 40 food food NOUN fbem-19580 93 41 security security NOUN fbem-19580 93 42 . . PUNCT fbem-19580 94 1 ( ( PUNCT fbem-19580 94 2 2 2 NUM fbem-19580 94 3 ) ) PUNCT fbem-19580 94 4 resource resource NOUN fbem-19580 94 5 integration integration NOUN fbem-19580 94 6 and and CCONJ fbem-19580 94 7 optimize optimize VERB fbem-19580 94 8 the the DET fbem-19580 94 9 efficiency efficiency NOUN fbem-19580 94 10 of of ADP fbem-19580 94 11 resource resource NOUN fbem-19580 94 12 allocation allocation NOUN fbem-19580 94 13 . . PUNCT fbem-19580 95 1 in in ADP fbem-19580 95 2 order order NOUN fbem-19580 95 3 to to PART fbem-19580 95 4 further far ADV fbem-19580 95 5 improve improve VERB fbem-19580 95 6 the the DET fbem-19580 95 7 efficiency efficiency NOUN fbem-19580 95 8 of of ADP fbem-19580 95 9 agricultural agricultural ADJ fbem-19580 95 10 production production NOUN fbem-19580 95 11 , , PUNCT fbem-19580 95 12 the the DET fbem-19580 95 13 primary primary ADJ fbem-19580 95 14 task task NOUN fbem-19580 95 15 is be AUX fbem-19580 95 16 to to PART fbem-19580 95 17 promote promote VERB fbem-19580 95 18 the the DET fbem-19580 95 19 large large ADJ fbem-19580 95 20 - - PUNCT fbem-19580 95 21 scale scale NOUN fbem-19580 95 22 land land NOUN fbem-19580 95 23 management management NOUN fbem-19580 95 24 and and CCONJ fbem-19580 95 25 land land NOUN fbem-19580 95 26 transfer transfer NOUN fbem-19580 95 27 work work NOUN fbem-19580 95 28 , , PUNCT fbem-19580 95 29 so so SCONJ fbem-19580 95 30 as as SCONJ fbem-19580 95 31 to to PART fbem-19580 95 32 help help VERB fbem-19580 95 33 improve improve VERB fbem-19580 95 34 the the DET fbem-19580 95 35 utilization utilization NOUN fbem-19580 95 36 rate rate NOUN fbem-19580 95 37 of of ADP fbem-19580 95 38 land land NOUN fbem-19580 95 39 and and CCONJ fbem-19580 95 40 the the DET fbem-19580 95 41 efficiency efficiency NOUN fbem-19580 95 42 of of ADP fbem-19580 95 43 agricultural agricultural ADJ fbem-19580 95 44 machinery machinery NOUN fbem-19580 95 45 operation operation NOUN fbem-19580 95 46 , , PUNCT fbem-19580 95 47 and and CCONJ fbem-19580 95 48 lay lie VERB fbem-19580 95 49 a a DET fbem-19580 95 50 good good ADJ fbem-19580 95 51 foundation foundation NOUN fbem-19580 95 52 for for ADP fbem-19580 95 53 the the DET fbem-19580 95 54 subsequent subsequent ADJ fbem-19580 95 55 resource resource NOUN fbem-19580 95 56 sharing sharing NOUN fbem-19580 95 57 . . PUNCT fbem-19580 96 1 secondly secondly ADV fbem-19580 96 2 , , PUNCT fbem-19580 96 3 cross cross ADJ fbem-19580 96 4 - - ADJ fbem-19580 96 5 regional regional ADJ fbem-19580 96 6 and and CCONJ fbem-19580 96 7 cross cross ADJ fbem-19580 96 8 - - ADJ fbem-19580 96 9 industry industry ADJ fbem-19580 96 10 cooperation cooperation NOUN fbem-19580 96 11 should should AUX fbem-19580 96 12 be be AUX fbem-19580 96 13 encouraged encourage VERB fbem-19580 96 14 , , PUNCT fbem-19580 96 15 such such ADJ fbem-19580 96 16 as as ADP fbem-19580 96 17 the the DET fbem-19580 96 18 establishment establishment NOUN fbem-19580 96 19 of of ADP fbem-19580 96 20 agricultural agricultural ADJ fbem-19580 96 21 machinery machinery NOUN fbem-19580 96 22 cooperatives cooperative NOUN fbem-19580 96 23 or or CCONJ fbem-19580 96 24 agricultural agricultural ADJ fbem-19580 96 25 and and CCONJ fbem-19580 96 26 enterprise enterprise NOUN fbem-19580 96 27 cooperation cooperation NOUN fbem-19580 96 28 associations association NOUN fbem-19580 96 29 , , PUNCT fbem-19580 96 30 so so SCONJ fbem-19580 96 31 as as SCONJ fbem-19580 96 32 to to PART fbem-19580 96 33 achieve achieve VERB fbem-19580 96 34 the the DET fbem-19580 96 35 efficient efficient ADJ fbem-19580 96 36 sharing sharing NOUN fbem-19580 96 37 of of ADP fbem-19580 96 38 resources resource NOUN fbem-19580 96 39 . . PUNCT fbem-19580 97 1 by by ADP fbem-19580 97 2 establishing establish VERB fbem-19580 97 3 agricultural agricultural ADJ fbem-19580 97 4 machinery machinery NOUN fbem-19580 97 5 sharing sharing NOUN fbem-19580 97 6 platform platform NOUN fbem-19580 97 7 , , PUNCT fbem-19580 97 8 the the DET fbem-19580 97 9 use use NOUN fbem-19580 97 10 cost cost NOUN fbem-19580 97 11 of of ADP fbem-19580 97 12 agricultural agricultural ADJ fbem-19580 97 13 machinery machinery NOUN fbem-19580 97 14 can can AUX fbem-19580 97 15 be be AUX fbem-19580 97 16 reduced reduce VERB fbem-19580 97 17 and and CCONJ fbem-19580 97 18 the the DET fbem-19580 97 19 utilization utilization NOUN fbem-19580 97 20 efficiency efficiency NOUN fbem-19580 97 21 of of ADP fbem-19580 97 22 resources resource NOUN fbem-19580 97 23 can can AUX fbem-19580 97 24 be be AUX fbem-19580 97 25 further far ADV fbem-19580 97 26 improved improve VERB fbem-19580 97 27 . . PUNCT fbem-19580 98 1 at at ADP fbem-19580 98 2 the the DET fbem-19580 98 3 same same ADJ fbem-19580 98 4 time time NOUN fbem-19580 98 5 , , PUNCT fbem-19580 98 6 to to PART fbem-19580 98 7 optimize optimize VERB fbem-19580 98 8 the the DET fbem-19580 98 9 efficiency efficiency NOUN fbem-19580 98 10 of of ADP fbem-19580 98 11 resource resource NOUN fbem-19580 98 12 allocation allocation NOUN fbem-19580 98 13 , , PUNCT fbem-19580 98 14 the the DET fbem-19580 98 15 agricultural agricultural ADJ fbem-19580 98 16 sector sector NOUN fbem-19580 98 17 should should AUX fbem-19580 98 18 build build VERB fbem-19580 98 19 agricultural agricultural ADJ fbem-19580 98 20 informatization informatization NOUN fbem-19580 98 21 platform platform NOUN fbem-19580 98 22 , , PUNCT fbem-19580 98 23 with with ADP fbem-19580 98 24 the the DET fbem-19580 98 25 platform platform NOUN fbem-19580 98 26 of of ADP fbem-19580 98 27 big big ADJ fbem-19580 98 28 data datum NOUN fbem-19580 98 29 and and CCONJ fbem-19580 98 30 cloud cloud NOUN fbem-19580 98 31 computing computing NOUN fbem-19580 98 32 and and CCONJ fbem-19580 98 33 other other ADJ fbem-19580 98 34 advanced advanced ADJ fbem-19580 98 35 technology technology NOUN fbem-19580 98 36 , , PUNCT fbem-19580 98 37 effectively effectively ADV fbem-19580 98 38 promote promote VERB fbem-19580 98 39 the the DET fbem-19580 98 40 development development NOUN fbem-19580 98 41 of of ADP fbem-19580 98 42 agricultural agricultural ADJ fbem-19580 98 43 mechanization mechanization NOUN fbem-19580 98 44 , , PUNCT fbem-19580 98 45 make make VERB fbem-19580 98 46 the the DET fbem-19580 98 47 allocation allocation NOUN fbem-19580 98 48 of of ADP fbem-19580 98 49 resources resource NOUN fbem-19580 98 50 more more ADV fbem-19580 98 51 intelligent intelligent ADJ fbem-19580 98 52 , , PUNCT fbem-19580 98 53 ensure ensure VERB fbem-19580 98 54 that that SCONJ fbem-19580 98 55 agricultural agricultural ADJ fbem-19580 98 56 machinery machinery NOUN fbem-19580 98 57 in in ADP fbem-19580 98 58 the the DET fbem-19580 98 59 best good ADJ fbem-19580 98 60 time time NOUN fbem-19580 98 61 and and CCONJ fbem-19580 98 62 place place NOUN fbem-19580 98 63 , , PUNCT fbem-19580 98 64 improve improve VERB fbem-19580 98 65 the the DET fbem-19580 98 66 overall overall ADJ fbem-19580 98 67 operation operation NOUN fbem-19580 98 68 efficiency efficiency NOUN fbem-19580 98 69 . . PUNCT fbem-19580 99 1 ( ( PUNCT fbem-19580 99 2 3 3 X fbem-19580 99 3 ) ) PUNCT fbem-19580 99 4 develop develop VERB fbem-19580 99 5 and and CCONJ fbem-19580 99 6 transform transform VERB fbem-19580 99 7 , , PUNCT fbem-19580 99 8 and and CCONJ fbem-19580 99 9 vigorously vigorously ADV fbem-19580 99 10 popularize popularize VERB fbem-19580 99 11 smart smart ADJ fbem-19580 99 12 agriculture agriculture NOUN fbem-19580 99 13 . . PUNCT fbem-19580 100 1 in in ADP fbem-19580 100 2 order order NOUN fbem-19580 100 3 to to PART fbem-19580 100 4 strengthen strengthen VERB fbem-19580 100 5 the the DET fbem-19580 100 6 infrastructure infrastructure NOUN fbem-19580 100 7 construction construction NOUN fbem-19580 100 8 of of ADP fbem-19580 100 9 smart smart ADJ fbem-19580 100 10 agriculture agriculture NOUN fbem-19580 100 11 , , PUNCT fbem-19580 100 12 farmers farmer NOUN fbem-19580 100 13 or or CCONJ fbem-19580 100 14 enterprises enterprise NOUN fbem-19580 100 15 where where SCONJ fbem-19580 100 16 conditions condition NOUN fbem-19580 100 17 permit permit NOUN fbem-19580 100 18 can can AUX fbem-19580 100 19 use use VERB fbem-19580 100 20 remote remote ADJ fbem-19580 100 21 monitoring monitoring NOUN fbem-19580 100 22 and and CCONJ fbem-19580 100 23 information information NOUN fbem-19580 100 24 collection collection NOUN fbem-19580 100 25 systems system NOUN fbem-19580 100 26 to to PART fbem-19580 100 27 help help VERB fbem-19580 100 28 monitor monitor VERB fbem-19580 100 29 farmland farmland NOUN fbem-19580 100 30 conditions condition NOUN fbem-19580 100 31 in in ADP fbem-19580 100 32 real real ADJ fbem-19580 100 33 time time NOUN fbem-19580 100 34 and and CCONJ fbem-19580 100 35 collect collect VERB fbem-19580 100 36 crop crop NOUN fbem-19580 100 37 growth growth NOUN fbem-19580 100 38 data datum NOUN fbem-19580 100 39 , , PUNCT fbem-19580 100 40 so so SCONJ fbem-19580 100 41 as as SCONJ fbem-19580 100 42 to to PART fbem-19580 100 43 promote promote VERB fbem-19580 100 44 the the DET fbem-19580 100 45 development development NOUN fbem-19580 100 46 of of ADP fbem-19580 100 47 smart smart ADJ fbem-19580 100 48 agriculture agriculture NOUN fbem-19580 100 49 . . PUNCT fbem-19580 101 1 secondly secondly ADV fbem-19580 101 2 , , PUNCT fbem-19580 101 3 the the DET fbem-19580 101 4 integration integration NOUN fbem-19580 101 5 of of ADP fbem-19580 101 6 artificial artificial ADJ fbem-19580 101 7 intelligence intelligence NOUN fbem-19580 101 8 technology technology NOUN fbem-19580 101 9 , , PUNCT fbem-19580 101 10 internet internet NOUN fbem-19580 101 11 , , PUNCT fbem-19580 101 12 internet internet NOUN fbem-19580 101 13 of of ADP fbem-19580 101 14 things thing NOUN fbem-19580 101 15 and and CCONJ fbem-19580 101 16 other other ADJ fbem-19580 101 17 information information NOUN fbem-19580 101 18 technologies technology NOUN fbem-19580 101 19 into into ADP fbem-19580 101 20 the the DET fbem-19580 101 21 process process NOUN fbem-19580 101 22 of of ADP fbem-19580 101 23 agricultural agricultural ADJ fbem-19580 101 24 mechanization mechanization NOUN fbem-19580 101 25 can can AUX fbem-19580 101 26 help help VERB fbem-19580 101 27 us we PRON fbem-19580 101 28 manage manage VERB fbem-19580 101 29 farmland farmland NOUN fbem-19580 101 30 more more ADV fbem-19580 101 31 effectively effectively ADV fbem-19580 101 32 and and CCONJ fbem-19580 101 33 improve improve VERB fbem-19580 101 34 agricultural agricultural ADJ fbem-19580 101 35 production production NOUN fbem-19580 101 36 efficiency efficiency NOUN fbem-19580 101 37 . . PUNCT fbem-19580 102 1 at at ADP fbem-19580 102 2 the the DET fbem-19580 102 3 same same ADJ fbem-19580 102 4 time time NOUN fbem-19580 102 5 , , PUNCT fbem-19580 102 6 the the DET fbem-19580 102 7 use use NOUN fbem-19580 102 8 of of ADP fbem-19580 102 9 intelligent intelligent ADJ fbem-19580 102 10 agricultural agricultural ADJ fbem-19580 102 11 machinery machinery NOUN fbem-19580 102 12 and and CCONJ fbem-19580 102 13 precision precision NOUN fbem-19580 102 14 agricultural agricultural ADJ fbem-19580 102 15 technologies technology NOUN fbem-19580 102 16 , , PUNCT fbem-19580 102 17 such such ADJ fbem-19580 102 18 as as ADP fbem-19580 102 19 spraying spray VERB fbem-19580 102 20 with with ADP fbem-19580 102 21 drones drone NOUN fbem-19580 102 22 and and CCONJ fbem-19580 102 23 intelligent intelligent ADJ fbem-19580 102 24 irrigation irrigation NOUN fbem-19580 102 25 systems system NOUN fbem-19580 102 26 , , PUNCT fbem-19580 102 27 should should AUX fbem-19580 102 28 also also ADV fbem-19580 102 29 be be AUX fbem-19580 102 30 promoted promote VERB fbem-19580 102 31 to to PART fbem-19580 102 32 improve improve VERB fbem-19580 102 33 the the DET fbem-19580 102 34 efficiency efficiency NOUN fbem-19580 102 35 of of ADP fbem-19580 102 36 agricultural agricultural ADJ fbem-19580 102 37 production production NOUN fbem-19580 102 38 . . PUNCT fbem-19580 103 1 in in ADP fbem-19580 103 2 addition addition NOUN fbem-19580 103 3 , , PUNCT fbem-19580 103 4 in in ADP fbem-19580 103 5 order order NOUN fbem-19580 103 6 to to PART fbem-19580 103 7 better well ADV fbem-19580 103 8 help help VERB fbem-19580 103 9 farmers farmer NOUN fbem-19580 103 10 use use VERB fbem-19580 103 11 smart smart ADJ fbem-19580 103 12 agricultural agricultural ADJ fbem-19580 103 13 technology technology NOUN fbem-19580 103 14 and and CCONJ fbem-19580 103 15 improve improve VERB fbem-19580 103 16 their their PRON fbem-19580 103 17 agricultural agricultural ADJ fbem-19580 103 18 production production NOUN fbem-19580 103 19 efficiency efficiency NOUN fbem-19580 103 20 , , PUNCT fbem-19580 103 21 it it PRON fbem-19580 103 22 is be AUX fbem-19580 103 23 necessary necessary ADJ fbem-19580 103 24 to to PART fbem-19580 103 25 build build VERB fbem-19580 103 26 an an DET fbem-19580 103 27 agricultural agricultural ADJ fbem-19580 103 28 mechanization mechanization NOUN fbem-19580 103 29 service service NOUN fbem-19580 103 30 system system NOUN fbem-19580 103 31 at at ADP fbem-19580 103 32 the the DET fbem-19580 103 33 government government NOUN fbem-19580 103 34 level level NOUN fbem-19580 103 35 , , PUNCT fbem-19580 103 36 provide provide VERB fbem-19580 103 37 farmers farmer NOUN fbem-19580 103 38 with with ADP fbem-19580 103 39 agricultural agricultural ADJ fbem-19580 103 40 machinery machinery NOUN fbem-19580 103 41 training training NOUN fbem-19580 103 42 and and CCONJ fbem-19580 103 43 technical technical ADJ fbem-19580 103 44 guidance guidance NOUN fbem-19580 103 45 for for ADP fbem-19580 103 46 farmers farmer NOUN fbem-19580 103 47 , , PUNCT fbem-19580 103 48 and and CCONJ fbem-19580 103 49 improve improve VERB fbem-19580 103 50 their their PRON fbem-19580 103 51 operational operational ADJ fbem-19580 103 52 skills skill NOUN fbem-19580 103 53 . . PUNCT fbem-19580 104 1 acknowledgment acknowledgment NOUN fbem-19580 104 2 this this DET fbem-19580 104 3 work work NOUN fbem-19580 104 4 is be AUX fbem-19580 104 5 supported support VERB fbem-19580 104 6 by by ADP fbem-19580 104 7 anhui anhui PROPN fbem-19580 104 8 university university PROPN fbem-19580 104 9 of of ADP fbem-19580 104 10 finance finance PROPN fbem-19580 104 11 and and CCONJ fbem-19580 104 12 economics economic NOUN fbem-19580 104 13 undergraduate undergraduate NOUN fbem-19580 104 14 scientific scientific ADJ fbem-19580 104 15 research research NOUN fbem-19580 104 16 innovation innovation NOUN fbem-19580 104 17 fund fund NOUN fbem-19580 104 18 ( ( PUNCT fbem-19580 104 19 project project NOUN fbem-19580 104 20 number number NOUN fbem-19580 104 21 : : PUNCT fbem-19580 104 22 xsky23203 xsky23203 PROPN fbem-19580 104 23 ) ) PUNCT fbem-19580 104 24 ; ; PUNCT fbem-19580 104 25 anhui anhui PROPN fbem-19580 104 26 university university PROPN fbem-19580 104 27 of of ADP fbem-19580 104 28 finance finance PROPN fbem-19580 104 29 and and CCONJ fbem-19580 104 30 economics economic NOUN fbem-19580 104 31 college college NOUN fbem-19580 104 32 student student NOUN fbem-19580 104 33 innovation innovation NOUN fbem-19580 104 34 and and CCONJ fbem-19580 104 35 entrepreneurship entrepreneurship NOUN fbem-19580 104 36 training training NOUN fbem-19580 104 37 program program NOUN fbem-19580 104 38 . . PUNCT fbem-19580 105 1 ( ( PUNCT fbem-19580 105 2 project project NOUN fbem-19580 105 3 number number NOUN fbem-19580 105 4 : : PUNCT fbem-19580 105 5 202310378110 202310378110 NUM fbem-19580 105 6 ) ) PUNCT fbem-19580 105 7 . . PUNCT fbem-19580 106 1 references reference NOUN fbem-19580 106 2 [ [ X fbem-19580 106 3 1 1 X fbem-19580 106 4 ] ] PUNCT fbem-19580 106 5 hong hong PROPN fbem-19580 106 6 yinxing yinxing NOUN fbem-19580 106 7 , , PUNCT fbem-19580 106 8 liu liu PROPN fbem-19580 106 9 wei wei PROPN fbem-19580 106 10 , , PUNCT fbem-19580 106 11 gao gao PROPN fbem-19580 106 12 peiyong peiyong PROPN fbem-19580 106 13 , , PUNCT fbem-19580 106 14 etc etc X fbem-19580 106 15 . . X fbem-19580 107 1 " " PUNCT fbem-19580 107 2 xi xi ADP fbem-19580 107 3 jinping jinping NOUN fbem-19580 107 4 's 's PART fbem-19580 107 5 economic economic ADJ fbem-19580 107 6 thought thought NOUN fbem-19580 107 7 on on ADP fbem-19580 107 8 socialism socialism NOUN fbem-19580 107 9 with with ADP fbem-19580 107 10 chinese chinese ADJ fbem-19580 107 11 characteristics characteristic NOUN fbem-19580 107 12 for for ADP fbem-19580 107 13 a a DET fbem-19580 107 14 new new ADJ fbem-19580 107 15 era era NOUN fbem-19580 107 16 " " PUNCT fbem-19580 107 17 : : PUNCT fbem-19580 108 1 [ [ X fbem-19580 108 2 j j X fbem-19580 108 3 ] ] X fbem-19580 108 4 . . PUNCT fbem-19580 109 1 the the DET fbem-19580 109 2 chinese chinese ADJ fbem-19580 109 3 social social ADJ fbem-19580 109 4 sciences,2018(09):473 sciences,2018(09):473 PROPN fbem-19580 109 5 + + PROPN fbem-19580 109 6 204 204 NUM fbem-19580 109 7 - - SYM fbem-19580 109 8 205 205 NUM fbem-19580 109 9 . . PUNCT fbem-19580 110 1 [ [ X fbem-19580 110 2 2 2 X fbem-19580 110 3 ] ] X fbem-19580 110 4 wang wang PROPN fbem-19580 110 5 yiqiu yiqiu PROPN fbem-19580 110 6 , , PUNCT fbem-19580 110 7 xu xu PROPN fbem-19580 110 8 li li PROPN fbem-19580 110 9 , , PUNCT fbem-19580 110 10 cao cao PROPN fbem-19580 110 11 lei lei PROPN fbem-19580 110 12 . . PROPN fbem-19580 110 13 agricultural agricultural ADJ fbem-19580 110 14 mechanization mechanization NOUN fbem-19580 110 15 and and CCONJ fbem-19580 110 16 agricultural agricultural ADJ fbem-19580 110 17 green green ADJ fbem-19580 110 18 development development NOUN fbem-19580 110 19 under under ADP fbem-19580 110 20 the the DET fbem-19580 110 21 goal goal NOUN fbem-19580 110 22 of of ADP fbem-19580 110 23 " " PUNCT fbem-19580 110 24 doublecarbon"-based doublecarbon"-base VERB fbem-19580 110 25 on on ADP fbem-19580 110 26 the the DET fbem-19580 110 27 perspective perspective NOUN fbem-19580 110 28 of of ADP fbem-19580 110 29 green green ADJ fbem-19580 110 30 total total ADJ fbem-19580 110 31 factor factor NOUN fbem-19580 110 32 productivity productivity NOUN fbem-19580 111 1 [ [ X fbem-19580 111 2 j j X fbem-19580 111 3 ] ] X fbem-19580 111 4 . . PUNCT fbem-19580 112 1 journal journal PROPN fbem-19580 112 2 of of ADP fbem-19580 112 3 huazhong huazhong PROPN fbem-19580 112 4 agricultural agricultural PROPN fbem-19580 112 5 university university PROPN fbem-19580 112 6 ( ( PUNCT fbem-19580 112 7 social social ADJ fbem-19580 112 8 science science NOUN fbem-19580 112 9 edition),2023(06):56 edition),2023(06):56 NOUN fbem-19580 112 10 - - PUNCT fbem-19580 112 11 69 69 NUM fbem-19580 112 12 . . PUNCT fbem-19580 113 1 [ [ X fbem-19580 113 2 3 3 X fbem-19580 113 3 ] ] X fbem-19580 113 4 zhao zhao PROPN fbem-19580 113 5 zhe zhe PROPN fbem-19580 113 6 , , PUNCT fbem-19580 113 7 du du PROPN fbem-19580 113 8 yixuan yixuan PROPN fbem-19580 113 9 , , PUNCT fbem-19580 113 10 zhang zhang PROPN fbem-19580 113 11 xuanchang xuanchang PROPN fbem-19580 113 12 . . PROPN fbem-19580 114 1 will will AUX fbem-19580 114 2 green green VERB fbem-19580 114 3 total total ADJ fbem-19580 114 4 factor factor NOUN fbem-19580 114 5 productivity productivity NOUN fbem-19580 114 6 narrow narrow VERB fbem-19580 114 7 the the DET fbem-19580 114 8 income income NOUN fbem-19580 114 9 gap gap NOUN fbem-19580 114 10 between between ADP fbem-19580 114 11 urban urban ADJ fbem-19580 114 12 and and CCONJ fbem-19580 114 13 rural rural ADJ fbem-19580 114 14 areas?-evidence areas?-evidence NOUN fbem-19580 114 15 from from ADP fbem-19580 114 16 the the DET fbem-19580 114 17 three three NUM fbem-19580 114 18 northeastern northeastern ADJ fbem-19580 114 19 provinces province NOUN fbem-19580 114 20 [ [ X fbem-19580 114 21 j j X fbem-19580 114 22 / / SYM fbem-19580 114 23 ol ol PROPN fbem-19580 114 24 ] ] PUNCT fbem-19580 114 25 . . PUNCT fbem-19580 115 1 china china PROPN fbem-19580 115 2 's 's PART fbem-19580 115 3 agricultural agricultural ADJ fbem-19580 115 4 resources resource NOUN fbem-19580 115 5 and and CCONJ fbem-19580 115 6 regionalization:112[2024 regionalization:112[2024 NUM fbem-19580 115 7 - - PUNCT fbem-19580 115 8 03 03 NUM fbem-19580 115 9 - - PUNCT fbem-19580 115 10 04 04 NUM fbem-19580 115 11 ] ] PUNCT fbem-19580 115 12 . . PUNCT fbem-19580 116 1 19 19 NUM fbem-19580 117 1 [ [ SYM fbem-19580 117 2 4 4 NUM fbem-19580 117 3 ] ] PUNCT fbem-19580 117 4 wang wang PROPN fbem-19580 117 5 zhaohui zhaohui PROPN fbem-19580 117 6 , , PUNCT fbem-19580 117 7 song song PROPN fbem-19580 117 8 qin qin PROPN fbem-19580 117 9 , , PUNCT fbem-19580 117 10 yang yang PROPN fbem-19580 117 11 guoyong guoyong PROPN fbem-19580 117 12 . . PUNCT fbem-19580 118 1 the the DET fbem-19580 118 2 influence influence NOUN fbem-19580 118 3 of of ADP fbem-19580 118 4 agricultural agricultural ADJ fbem-19580 118 5 total total ADJ fbem-19580 118 6 factor factor NOUN fbem-19580 118 7 productivity productivity NOUN fbem-19580 118 8 on on ADP fbem-19580 118 9 the the DET fbem-19580 118 10 non non ADJ fbem-19580 118 11 - - ADJ fbem-19580 118 12 agricultural agricultural ADJ fbem-19580 118 13 transfer transfer NOUN fbem-19580 118 14 of of ADP fbem-19580 118 15 rural rural ADJ fbem-19580 118 16 labor labor NOUN fbem-19580 118 17 force force NOUN fbem-19580 118 18 -local -local ADJ fbem-19580 118 19 effect effect NOUN fbem-19580 118 20 and and CCONJ fbem-19580 118 21 adjacent adjacent ADJ fbem-19580 118 22 land land NOUN fbem-19580 118 23 effect effect NOUN fbem-19580 119 1 [ [ X fbem-19580 119 2 j j X fbem-19580 119 3 ] ] X fbem-19580 119 4 . . PUNCT fbem-19580 120 1 research research NOUN fbem-19580 120 2 on on ADP fbem-19580 120 3 agricultural agricultural ADJ fbem-19580 120 4 modernization modernization NOUN fbem-19580 120 5 , , PUNCT fbem-19580 120 6 2023 2023 NUM fbem-19580 120 7 , , PUNCT fbem-19580 120 8 44(06 44(06 NUM fbem-19580 120 9 ): ): PUNCT fbem-19580 120 10 1036 1036 NUM fbem-19580 120 11 - - SYM fbem-19580 120 12 1046 1046 NUM fbem-19580 120 13 . . PUNCT fbem-19580 121 1 [ [ X fbem-19580 121 2 5 5 NUM fbem-19580 121 3 ] ] PUNCT fbem-19580 121 4 li li PROPN fbem-19580 121 5 shimei shimei PROPN fbem-19580 121 6 , , PUNCT fbem-19580 121 7 yin yin PROPN fbem-19580 121 8 xiwen xiwen PROPN fbem-19580 121 9 . . PUNCT fbem-19580 122 1 analysis analysis NOUN fbem-19580 122 2 of of ADP fbem-19580 122 3 the the DET fbem-19580 122 4 influence influence NOUN fbem-19580 122 5 of of ADP fbem-19580 122 6 rural rural ADJ fbem-19580 122 7 labor labor NOUN fbem-19580 122 8 transfer transfer NOUN fbem-19580 122 9 on on ADP fbem-19580 122 10 agricultural agricultural ADJ fbem-19580 122 11 total total ADJ fbem-19580 122 12 factor factor NOUN fbem-19580 122 13 productivity productivity NOUN fbem-19580 122 14 in in ADP fbem-19580 122 15 china china PROPN fbem-19580 123 1 [ [ X fbem-19580 123 2 j j X fbem-19580 123 3 ] ] X fbem-19580 123 4 . . PUNCT fbem-19580 124 1 agricultural agricultural ADJ fbem-19580 124 2 technical technical ADJ fbem-19580 124 3 economy,2017(09):4 economy,2017(09):4 PROPN fbem-19580 124 4 - - PUNCT fbem-19580 124 5 13 13 NUM fbem-19580 124 6 . . PUNCT fbem-19580 125 1 [ [ X fbem-19580 125 2 6 6 NUM fbem-19580 125 3 ] ] X fbem-19580 125 4 deng deng PROPN fbem-19580 125 5 xiaolan xiaolan PROPN fbem-19580 125 6 , , PUNCT fbem-19580 125 7 yan yan PROPN fbem-19580 125 8 weibo weibo PROPN fbem-19580 125 9 . . PUNCT fbem-19580 126 1 impact impact NOUN fbem-19580 126 2 of of ADP fbem-19580 126 3 rural rural ADJ fbem-19580 126 4 infrastructure infrastructure NOUN fbem-19580 126 5 on on ADP fbem-19580 126 6 agricultural agricultural ADJ fbem-19580 126 7 total total ADJ fbem-19580 126 8 factor factor NOUN fbem-19580 126 9 productivity productivity NOUN fbem-19580 126 10 [ [ X fbem-19580 126 11 j j X fbem-19580 126 12 ] ] X fbem-19580 126 13 . . PUNCT fbem-19580 127 1 finance finance NOUN fbem-19580 127 2 and and CCONJ fbem-19580 127 3 trade trade NOUN fbem-19580 127 4 research research NOUN fbem-19580 127 5 , , PUNCT fbem-19580 127 6 2018,29(04):36 2018,29(04):36 NUM fbem-19580 127 7 - - SYM fbem-19580 127 8 45 45 NUM fbem-19580 127 9 . . PUNCT fbem-19580 128 1 [ [ X fbem-19580 128 2 7 7 X fbem-19580 128 3 ] ] X fbem-19580 128 4 zheng zheng PROPN fbem-19580 128 5 jing jing PROPN fbem-19580 128 6 , , PUNCT fbem-19580 128 7 gao gao PROPN fbem-19580 128 8 mengfei mengfei PROPN fbem-19580 128 9 . . PUNCT fbem-19580 129 1 research research NOUN fbem-19580 129 2 on on ADP fbem-19580 129 3 the the DET fbem-19580 129 4 influence influence NOUN fbem-19580 129 5 of of ADP fbem-19580 129 6 agricultural agricultural ADJ fbem-19580 129 7 mechanization mechanization NOUN fbem-19580 129 8 and and CCONJ fbem-19580 129 9 rural rural ADJ fbem-19580 129 10 labor labor NOUN fbem-19580 129 11 transfer transfer NOUN fbem-19580 129 12 on on ADP fbem-19580 129 13 agricultural agricultural ADJ fbem-19580 129 14 total total ADJ fbem-19580 129 15 factor factor NOUN fbem-19580 129 16 productivity productivity NOUN fbem-19580 129 17 -empirical -empirical ADJ fbem-19580 129 18 test test NOUN fbem-19580 129 19 based base VERB fbem-19580 129 20 on on ADP fbem-19580 129 21 the the DET fbem-19580 129 22 panel panel NOUN fbem-19580 129 23 data datum NOUN fbem-19580 129 24 of of ADP fbem-19580 129 25 chinese chinese ADJ fbem-19580 129 26 mainland mainland NOUN fbem-19580 129 27 31 31 NUM fbem-19580 129 28 provinces province NOUN fbem-19580 129 29 ( ( PUNCT fbem-19580 129 30 municipalities municipality NOUN fbem-19580 129 31 and and CCONJ fbem-19580 129 32 autonomous autonomous ADJ fbem-19580 129 33 regions region NOUN fbem-19580 129 34 ) ) PUNCT fbem-19580 130 1 [ [ X fbem-19580 130 2 j j X fbem-19580 130 3 ] ] X fbem-19580 130 4 . . PUNCT fbem-19580 131 1 fujian fujian PROPN fbem-19580 131 2 forum forum PROPN fbem-19580 131 3 ( ( PUNCT fbem-19580 131 4 humanities humanity NOUN fbem-19580 131 5 and and CCONJ fbem-19580 131 6 social social ADJ fbem-19580 131 7 sciences science NOUN fbem-19580 131 8 edition),2021(08):59 edition),2021(08):59 NOUN fbem-19580 131 9 - - PUNCT fbem-19580 131 10 71 71 NUM fbem-19580 131 11 . . PUNCT