id sid eid entity type cana-1221 1 1 1074 CARDINAL cana-1221 2 1 6s CARDINAL cana-1221 2 2 2024 CARDINAL cana-1221 2 3 268 CARDINAL cana-1221 2 4 gis ORG cana-1221 2 5 dr c. sudha1 PERSON cana-1221 2 6 ali bostani2 PERSON cana-1221 2 7 s.a.sudha3 GPE cana-1221 2 8 c. nandhini5 GPE cana-1221 3 1 hyderabad GPE cana-1221 3 2 india GPE cana-1221 4 1 2assistant PERSON cana-1221 4 2 american university of kuwait ORG cana-1221 4 3 salmiya NORP cana-1221 4 4 kuwait GPE cana-1221 5 1 eamil PERSON cana-1221 5 2 abostani@auk.edu.kw 3assistant ORG cana-1221 5 3 tamilnadu NORP cana-1221 5 4 india GPE cana-1221 5 5 4assistant CARDINAL cana-1221 5 6 department of computer science ORG cana-1221 5 7 tamilnadu NORP cana-1221 5 8 india GPE cana-1221 5 9 5research DATE cana-1221 5 10 department of computer science ORG cana-1221 5 11 tamilnadu NORP cana-1221 5 12 india GPE cana-1221 6 1 6the CARDINAL cana-1221 6 2 karshi state university ORG cana-1221 6 3 karshi GPE cana-1221 6 4 uzbekistan GPE cana-1221 7 1 urbonov.zm@qarshidu.uz NORP cana-1221 7 2 05-06-2024 CARDINAL cana-1221 7 3 07-07-2024 CARDINAL cana-1221 7 4 27-07-2024 CARDINAL cana-1221 10 1 shannon PERSON cana-1221 11 1 98.5% PERCENT cana-1221 11 2 90.4% PERCENT cana-1221 11 3 92% PERCENT cana-1221 12 1 geospatial data ORG cana-1221 13 1 1 CARDINAL cana-1221 14 1 gis ORG cana-1221 15 1 1 CARDINAL cana-1221 18 1 1074 CARDINAL cana-1221 19 1 6s CARDINAL cana-1221 19 2 2024 CARDINAL cana-1221 19 3 269 CARDINAL cana-1221 19 4 2 CARDINAL cana-1221 22 1 3 CARDINAL cana-1221 26 1 gis ORG cana-1221 26 2 4 CARDINAL cana-1221 28 1 gis PERSON cana-1221 29 1 gis PERSON cana-1221 29 2 5 CARDINAL cana-1221 30 1 gis ORG cana-1221 30 2 6 CARDINAL cana-1221 31 1 gis ORG cana-1221 32 1 7 CARDINAL cana-1221 33 1 gis ORG cana-1221 35 1 8 CARDINAL cana-1221 39 1 9 CARDINAL cana-1221 41 1 10 CARDINAL cana-1221 44 1 1074 CARDINAL cana-1221 45 1 6s CARDINAL cana-1221 45 2 2024 CARDINAL cana-1221 45 3 270 CARDINAL cana-1221 48 1 earth LOC cana-1221 50 1 two CARDINAL cana-1221 50 2 earth LOC cana-1221 50 3 11 CARDINAL cana-1221 52 1 12 CARDINAL cana-1221 54 1 earth LOC cana-1221 56 1 2 CARDINAL cana-1221 56 2 geospatial data analysis ORG cana-1221 58 1 iran GPE cana-1221 59 1 fourteen CARDINAL cana-1221 62 1 13 CARDINAL cana-1221 64 1 india GPE cana-1221 64 2 bayes ORG cana-1221 65 1 twelve CARDINAL cana-1221 65 2 1074 CARDINAL cana-1221 66 1 6s CARDINAL cana-1221 66 2 2024 CARDINAL cana-1221 66 3 271 CARDINAL cana-1221 66 4 five CARDINAL cana-1221 68 1 14 CARDINAL cana-1221 69 1 quetta valley FAC cana-1221 69 2 pakistan GPE cana-1221 69 3 six CARDINAL cana-1221 69 4 16 CARDINAL cana-1221 70 1 xgboost PERSON cana-1221 70 2 ann PERSON cana-1221 71 1 gwpp ORG cana-1221 73 1 15 CARDINAL cana-1221 75 1 2008 DATE cana-1221 75 2 2020 DATE cana-1221 78 1 16 CARDINAL cana-1221 80 1 europe LOC cana-1221 82 1 europe LOC cana-1221 83 1 european NORP cana-1221 84 1 17 CARDINAL cana-1221 86 1 ten CARDINAL cana-1221 87 1 perceptron GPE cana-1221 87 2 roc)-area ORG cana-1221 88 1 18 CARDINAL cana-1221 92 1 1074 CARDINAL cana-1221 93 1 6s CARDINAL cana-1221 93 2 2024 CARDINAL cana-1221 93 3 272 CARDINAL cana-1221 96 1 27,000 CARDINAL cana-1221 96 2 13 CARDINAL cana-1221 96 3 europe LOC cana-1221 99 1 19 CARDINAL cana-1221 100 1 1 CARDINAL cana-1221 100 2 annual DATE cana-1221 100 3 1 CARDINAL cana-1221 100 4 3 CARDINAL cana-1221 100 5 ga ORG cana-1221 100 6 shannon PERSON cana-1221 101 1 ga ORG cana-1221 101 2 shannon PERSON cana-1221 102 1 1074 CARDINAL cana-1221 103 1 6s CARDINAL cana-1221 103 2 2024 CARDINAL cana-1221 103 3 273 CARDINAL cana-1221 104 1 shannon PERSON cana-1221 109 1 ga ORG cana-1221 109 2 pca GPE cana-1221 111 1 shannon PERSON cana-1221 111 2 stephan boltzmann PERSON cana-1221 114 1 firstly ORDINAL cana-1221 114 2 1 CARDINAL cana-1221 116 1 π‘“π‘Ÿπ‘’π‘žπ‘’π‘’π‘›π‘π‘¦ ORG cana-1221 121 1 2 CARDINAL cana-1221 121 2 1 CARDINAL cana-1221 121 3 1074 CARDINAL cana-1221 122 1 6s CARDINAL cana-1221 122 2 2024 CARDINAL cana-1221 122 3 274 CARDINAL cana-1221 122 4 β„΅π‘Žπ‘£π‘” ORG cana-1221 123 1 𝑀𝑗 βˆ‘ β„΅ 𝑀𝑗 𝑗=1 ---------(7 PERSON cana-1221 124 1 β„΅π‘Žπ‘£π‘” NORP cana-1221 129 1 cth PERSON cana-1221 129 2 1 ≀ QUANTITY cana-1221 129 3 8 CARDINAL cana-1221 130 1 π‘π‘œ.π‘œπ‘“ NORP cana-1221 130 2 πΊπ‘Š ORG cana-1221 130 3 𝑓(𝐹𝑖)πœ–π‘ 𝑖,𝑒,(π‘π‘šπ‘–π‘›β‰€π‘“(𝐹𝑖)β‰€π‘π‘šπ‘Žπ‘₯ π‘‘π‘œπ‘‘π‘Žπ‘™ LOC cana-1221 130 4 π‘›π‘’π‘šπ‘π‘’π‘Ÿ GPE cana-1221 130 5 π‘‘π‘œπ‘‘π‘Žπ‘™ π‘›π‘’π‘šπ‘π‘’π‘“π‘Ÿ PERSON cana-1221 130 6 π‘›π‘’π‘šπ‘π‘’π‘Ÿ GPE cana-1221 130 7 9 CARDINAL cana-1221 131 1 πΊπ‘Š ORG cana-1221 131 2 𝐹𝑅𝑖𝑁 𝑖=1 ---------(9 GPE cana-1221 133 1 𝑀𝑖𝑗 GPE cana-1221 134 1 un ORG cana-1221 135 1 un ORG cana-1221 136 1 first ORDINAL cana-1221 136 2 second ORDINAL cana-1221 136 3 second ORDINAL cana-1221 137 1 1074 CARDINAL cana-1221 138 1 6s CARDINAL cana-1221 138 2 2024 CARDINAL cana-1221 138 3 275 CARDINAL cana-1221 138 4 un ORG cana-1221 140 1 1 CARDINAL cana-1221 140 2 1 CARDINAL cana-1221 140 3 1 CARDINAL cana-1221 140 4 2 DATE cana-1221 140 5 2 CARDINAL cana-1221 140 6 2 CARDINAL cana-1221 140 7 2 CARDINAL cana-1221 140 8 𝑦𝑀)))}---------(11 GPE cana-1221 140 9 m. w={w1,w2,w3, PERSON cana-1221 141 1 z2=wtx2,y2 ORG cana-1221 141 2 …… PRODUCT cana-1221 141 3 …… PRODUCT cana-1221 142 1 1 𝑀 βˆ‘ 𝑧𝑖𝑀 𝑖=1 QUANTITY cana-1221 142 2 1 CARDINAL cana-1221 142 3 𝑋𝑖𝑀 DATE cana-1221 142 4 𝑖=1 GPE cana-1221 143 1 1 CARDINAL cana-1221 144 1 1 CARDINAL cana-1221 145 1 12 CARDINAL cana-1221 146 1 13 CARDINAL cana-1221 147 1 1 𝑀 βˆ‘ QUANTITY cana-1221 147 2 π‘Šπ‘‡π‘† ORG cana-1221 147 3 w GPE cana-1221 148 1 β†’βˆ ORG cana-1221 148 2 1 CARDINAL cana-1221 149 1 14 CARDINAL cana-1221 149 2 lagrange GPE cana-1221 150 1 max PERSON cana-1221 150 2 βˆ’ π‘Šπ‘‡π‘Š)}---------(14 ORG cana-1221 150 3 14 CARDINAL cana-1221 150 4 w ORG cana-1221 150 5 zero CARDINAL cana-1221 151 1 w ORG cana-1221 154 1 𝑦𝑖)}𝑖=1 GPE cana-1221 156 1 15 CARDINAL cana-1221 157 1 1074 CARDINAL cana-1221 158 1 6s CARDINAL cana-1221 158 2 2024 CARDINAL cana-1221 158 3 276 CARDINAL cana-1221 160 1 16 CARDINAL cana-1221 162 1 17 CARDINAL cana-1221 165 1 mse ORG cana-1221 165 2 18 CARDINAL cana-1221 166 1 𝐿(𝑦𝑖 ORG cana-1221 166 2 𝐹(π‘₯𝑖 ORG cana-1221 168 1 βˆ’ 𝑝𝑖)]---------(18 PERSON cana-1221 169 1 19 CARDINAL cana-1221 169 2 20 CARDINAL cana-1221 170 1 βˆ‘ πœˆπ›Όπ‘šβ„Žπ‘š(π‘₯)𝑀 π‘š=1 ---------(20 PERSON cana-1221 172 1 ga ORG cana-1221 174 1 1st ORDINAL cana-1221 174 2 greater than 0.5 CARDINAL cana-1221 175 1 0s CARDINAL cana-1221 175 2 1s CARDINAL cana-1221 175 3 1 CARDINAL cana-1221 175 4 0.5 CARDINAL cana-1221 177 1 10-fold CARDINAL cana-1221 181 1 50 CARDINAL cana-1221 183 1 1074 CARDINAL cana-1221 184 1 6s CARDINAL cana-1221 184 2 2024 CARDINAL cana-1221 184 3 277 CARDINAL cana-1221 185 1 one-fourth CARDINAL cana-1221 187 1 2 CARDINAL cana-1221 188 1 three CARDINAL cana-1221 190 1 4. CARDINAL cana-1221 194 1 one CARDINAL cana-1221 200 1 1 CARDINAL cana-1221 201 1 100 CARDINAL cana-1221 201 2 96.5 97 CARDINAL cana-1221 201 3 97.5 CARDINAL cana-1221 201 4 97.8 98 CARDINAL cana-1221 201 5 95.2 CARDINAL cana-1221 201 6 96.5 CARDINAL cana-1221 201 7 97.5 CARDINAL cana-1221 202 1 93.8 CARDINAL cana-1221 202 2 97 CARDINAL cana-1221 202 3 98.1 CARDINAL cana-1221 202 4 98.3 98.5 CARDINAL cana-1221 202 5 85.5 86 PERCENT cana-1221 202 6 84 86 PERCENT cana-1221 202 7 90.4 CARDINAL cana-1221 202 8 89.5 90 CARDINAL cana-1221 202 9 87.2 87.5 PERCENT cana-1221 202 10 88.5 89 TIME cana-1221 202 11 89.5 CARDINAL cana-1221 202 12 89.8 90 CARDINAL cana-1221 202 13 1074 CARDINAL cana-1221 203 1 6s CARDINAL cana-1221 203 2 2024 CARDINAL cana-1221 203 3 278 CARDINAL cana-1221 203 4 89 89.7 DATE cana-1221 203 5 91.21 92 CARDINAL cana-1221 203 6 2 CARDINAL cana-1221 203 7 3 CARDINAL cana-1221 203 8 4 CARDINAL cana-1221 203 9 xgboost PERSON cana-1221 204 1 ann PERSON cana-1221 204 2 96.5% to 98% PERCENT cana-1221 205 1 97.5% PERCENT cana-1221 205 2 up to 96% PERCENT cana-1221 206 1 98.5% PERCENT cana-1221 208 1 90.4% PERCENT cana-1221 209 1 92% PERCENT cana-1221 211 1 1074 CARDINAL cana-1221 212 1 6s CARDINAL cana-1221 212 2 2024 CARDINAL cana-1221 212 3 279 CARDINAL cana-1221 212 4 5 CARDINAL cana-1221 212 5 98.5% PERCENT cana-1221 212 6 90.4% PERCENT cana-1221 212 7 92% PERCENT cana-1221 218 1 1 CARDINAL cana-1221 218 2 bai ORG cana-1221 218 3 z., liu PERSON cana-1221 218 4 & liu PERSON cana-1221 218 5 2022 CARDINAL cana-1221 219 1 hubei GPE cana-1221 219 2 china GPE cana-1221 220 1 2549-2569 CARDINAL cana-1221 221 1 2 CARDINAL cana-1221 221 2 mandal PERSON cana-1221 221 3 m. h. PERSON cana-1221 221 4 hasnine PERSON cana-1221 221 5 m., & shit ORG cana-1221 221 6 p. k. PERSON cana-1221 222 1 2022 CARDINAL cana-1221 223 1 chota nagpur plateau ORG cana-1221 223 2 india GPE cana-1221 223 3 12(4 CARDINAL cana-1221 223 4 58 DATE cana-1221 224 1 3 CARDINAL cana-1221 224 2 avand GPE cana-1221 224 3 m. PERSON cana-1221 224 4 e., pham ORG cana-1221 224 5 q. b. PERSON cana-1221 224 6 n. t. t., & tiefenbacher PERSON cana-1221 224 7 j. p. PERSON cana-1221 224 8 2022 CARDINAL cana-1221 226 1 38773911 DATE cana-1221 227 1 4 CARDINAL cana-1221 227 2 2022 CARDINAL cana-1221 228 1 bamako GPE cana-1221 229 1 26(2 CARDINAL cana-1221 229 2 221 CARDINAL cana-1221 230 1 5 CARDINAL cana-1221 230 2 m. m. PERSON cana-1221 230 3 h. a. PERSON cana-1221 230 4 zounemat-kermani ORG cana-1221 230 5 m., heddam PERSON cana-1221 230 6 s. PERSON cana-1221 230 7 kim PERSON cana-1221 230 8 s. PERSON cana-1221 230 9 z. m. PERSON cana-1221 230 10 2022 CARDINAL cana-1221 232 1 489 CARDINAL cana-1221 232 2 271 CARDINAL cana-1221 233 1 6 CARDINAL cana-1221 233 2 r. NORP cana-1221 233 3 li PERSON cana-1221 233 4 wei PERSON cana-1221 233 5 xu PERSON cana-1221 233 6 gou NORP cana-1221 233 7 x. GPE cana-1221 233 8 luo GPE cana-1221 233 9 s., & yang ORG cana-1221 233 10 x. GPE cana-1221 233 11 2022 CARDINAL cana-1221 235 1 610 CARDINAL cana-1221 235 2 127977 DATE cana-1221 236 1 7 CARDINAL cana-1221 236 2 l. PERSON cana-1221 236 3 i. PERSON cana-1221 236 4 pataki PERSON cana-1221 236 5 a. GPE cana-1221 236 6 nΓ©gyesi GPE cana-1221 236 7 szabΓ³ PERSON cana-1221 236 8 g. PERSON cana-1221 236 9 a. k. PERSON cana-1221 236 10 s. PERSON cana-1221 236 11 2022 CARDINAL cana-1221 237 1 uav ORG cana-1221 238 1 200 CARDINAL cana-1221 238 2 107262 DATE cana-1221 239 1 8 CARDINAL cana-1221 239 2 j., araya PERSON cana-1221 239 3 d., & berg ORG cana-1221 239 4 m. PERSON cana-1221 239 5 2022 CARDINAL cana-1221 240 1 geogenic manganese PERSON cana-1221 240 2 southeast asia LOC cana-1221 240 3 bangladesh GPE cana-1221 241 1 833 CARDINAL cana-1221 241 2 155131 DATE cana-1221 242 1 m. h. PERSON cana-1221 242 2 m., tamma, a. a. PERSON cana-1221 242 3 gad ORG cana-1221 242 4 m. GPE cana-1221 242 5 s. PERSON cana-1221 242 6 hussein, h., ... & pΓ©ter ORG cana-1221 242 7 s. PERSON cana-1221 242 8 2023 CARDINAL cana-1221 243 1 gis ORG cana-1221 243 2 souf valley LOC cana-1221 243 3 algeria GPE cana-1221 244 1 15(1 CARDINAL cana-1221 244 2 182 CARDINAL cana-1221 245 1 10 CARDINAL cana-1221 245 2 h. e. PERSON cana-1221 245 3 chung GPE cana-1221 245 4 s. y. PERSON cana-1221 245 5 sekar PERSON cana-1221 245 6 s. PERSON cana-1221 245 7 lee PERSON cana-1221 245 8 s. y. PERSON cana-1221 245 9 roy GPE cana-1221 245 10 d. NORP cana-1221 245 11 ... & sabarathinam ORG cana-1221 245 12 2022 CARDINAL cana-1221 247 1 229 CARDINAL cana-1221 247 2 113061 DATE cana-1221 248 1 11 CARDINAL cana-1221 248 2 wang ORG cana-1221 248 3 d. NORP cana-1221 248 4 qian PERSON cana-1221 248 5 j., ma PERSON cana-1221 248 6 zhao PERSON cana-1221 248 7 w. PERSON cana-1221 248 8 gao PERSON cana-1221 248 9 d. NORP cana-1221 248 10 hou GPE cana-1221 248 11 x. GPE cana-1221 248 12 2022 CARDINAL cana-1221 249 1 gis ORG cana-1221 249 2 chihe river basin LOC cana-1221 249 3 china GPE cana-1221 250 1 environmental earth sciences ORG cana-1221 250 2 324 CARDINAL cana-1221 251 1 12 CARDINAL cana-1221 251 2 s., & pati ORG cana-1221 251 3 j. PERSON cana-1221 251 4 2022 CARDINAL cana-1221 252 1 jharkhand GPE cana-1221 252 2 india GPE cana-1221 253 1 63 DATE cana-1221 253 2 101779 DATE cana-1221 254 1 1074 CARDINAL cana-1221 255 1 6s CARDINAL cana-1221 255 2 2024 CARDINAL cana-1221 255 3 280 CARDINAL cana-1221 256 1 13 CARDINAL cana-1221 256 2 chen PERSON cana-1221 256 3 chen PERSON cana-1221 256 4 w. PERSON cana-1221 256 5 chandra pal PERSON cana-1221 256 6 s., saha, a. ORG cana-1221 256 7 chowdhuri ORG cana-1221 256 8 i. PERSON cana-1221 256 9 2022 CARDINAL cana-1221 258 1 37(19 CARDINAL cana-1221 258 2 5564-5584 DATE cana-1221 259 1 14 CARDINAL cana-1221 259 2 mandal PERSON cana-1221 259 3 m. h. PERSON cana-1221 259 4 hasnine PERSON cana-1221 259 5 m., & shit ORG cana-1221 259 6 p. k. PERSON cana-1221 260 1 2022 CARDINAL cana-1221 261 1 chota nagpur plateau ORG cana-1221 261 2 india GPE cana-1221 261 3 12(4 CARDINAL cana-1221 261 4 58 DATE cana-1221 262 1 15 CARDINAL cana-1221 262 2 m. m. PERSON cana-1221 262 3 h. a. PERSON cana-1221 262 4 zounemat-kermani ORG cana-1221 262 5 m., heddam PERSON cana-1221 262 6 s. PERSON cana-1221 262 7 kim PERSON cana-1221 262 8 s. PERSON cana-1221 262 9 z. m. PERSON cana-1221 262 10 2022 CARDINAL cana-1221 264 1 489 CARDINAL cana-1221 264 2 271 CARDINAL cana-1221 265 1 16 CARDINAL cana-1221 265 2 koch PERSON cana-1221 265 3 j. PERSON cana-1221 265 4 a. j. PERSON cana-1221 265 5 mansour GPE cana-1221 265 6 s. PERSON cana-1221 265 7 2022 CARDINAL cana-1221 266 1 pan-european NORP cana-1221 267 1 822 CARDINAL cana-1221 267 2 153464 DATE cana-1221 268 1 17 CARDINAL cana-1221 268 2 hssaisoune PERSON cana-1221 268 3 m. s. PERSON cana-1221 268 4 ... & bouchaou ORG cana-1221 268 5 2023 CARDINAL cana-1221 269 1 southeast morocco LOC cana-1221 270 1 15(5 CARDINAL cana-1221 270 2 3874 CARDINAL cana-1221 271 1 18 CARDINAL cana-1221 271 2 madani NORP cana-1221 271 3 a., & niyazi ORG cana-1221 271 4 b. PERSON cana-1221 271 5 2023 CARDINAL cana-1221 272 1 wadi yalamlam GPE cana-1221 272 2 saudi arabia GPE cana-1221 273 1 15(3 CARDINAL cana-1221 273 2 2772 CARDINAL cana-1221 274 1 19 CARDINAL