id	sid	eid	entity	type
esrj-85531	2	1	palabras clave:	ORG
esrj-85531	2	2	geología ambiental	PERSON
esrj-85531	2	3	de alta resolución	ORG
esrj-85531	2	4	punto de muestreo	PERSON
esrj-85531	2	5	algoritmo de búsqueda selectiva	ORG
esrj-85531	3	1	2020	DATE
esrj-85531	5	1	earth sciences research journal	ORG
esrj-85531	5	2	24(1	CARDINAL
esrj-85531	5	3	105	CARDINAL
esrj-85531	8	1	firstly	ORDINAL
esrj-85531	8	2	three	CARDINAL
esrj-85531	16	1	algoritmo de asignación óptima de puntos de muestreo de monitoreo de detección	ORG
esrj-85531	16	2	remota	GPE
esrj-85531	16	3	y ecológica de alta resolución issn 1794-6190 e-issn 2339-3459	ORG
esrj-85531	16	4	el propósito de este estudio es resolver el problema de la representación de imagen insatisfactoria de los puntos de muestreo de monitoreo en la teledetección de alta resolución debido	ORG
esrj-85531	17	1	tres algoritmos	PERSON
esrj-85531	17	2	utilizados en la tecnología de detección remota	ORG
esrj-85531	17	3	el algoritmo de extracción	ORG
esrj-85531	17	4	del punto de muestreo de monitoreo	PERSON
esrj-85531	17	5	algoritmo de búsqueda selectiva	ORG
esrj-85531	17	6	el algoritmo discriminante	PERSON
esrj-85531	17	7	máquina de vectores de soporte	ORG
esrj-85531	18	1	y el algoritmo bing	PERSON
esrj-85531	19	1	luego de esto el algoritmo bing	ORG
esrj-85531	19	2	fue mejorado	ORG
esrj-85531	20	1	la superioridad	GPE
esrj-85531	20	2	en un conjunto de datos	ORG
esrj-85531	21	1	los resultados	GPE
esrj-85531	21	2	que el algoritmo de búsqueda selectiva	ORG
esrj-85531	21	3	podía generar un	PERSON
esrj-85531	21	4	número de ventanas	PERSON
esrj-85531	21	5	y tenía una mejor adaptabilidad	PERSON
esrj-85531	22	1	el algoritmo mejorado tenía	ORG
esrj-85531	22	2	calidad de ventanas	PERSON
esrj-85531	22	3	de imágenes de teledetección	ORG
esrj-85531	23	1	aunque el algoritmo ibing podría mejorar en gran medida la velocidad de extracción de la	PERSON
esrj-85531	23	2	el tiempo de detección de cada imagen se hizo	ORG
esrj-85531	24	1	tiempos de prueba	ORG
esrj-85531	24	2	eran aceptables	PERSON
esrj-85531	25	1	por lo tanto	ORG
esrj-85531	25	2	el algoritmo de asignación de puntos de muestreo de monitoreo de detección	ORG
esrj-85531	25	3	remota	GPE
esrj-85531	25	4	y ecológica de alta resolución	ORG
esrj-85531	25	5	que tenía una alta importancia orientadora para la aplicación de la tecnología de detección remota en la investigación	ORG
esrj-85531	26	1	earth sciences research journal	ORG
esrj-85531	26	2	sci.	ORG
esrj-85531	28	1	j. vol.	PERSON
esrj-85531	29	1	24	CARDINAL
esrj-85531	29	2	1	CARDINAL
esrj-85531	29	3	2020	DATE
esrj-85531	29	4	105	CARDINAL
esrj-85531	29	5	taifu	ORG
esrj-85531	29	6	1key	CARDINAL
esrj-85531	29	7	shenyang university	ORG
esrj-85531	29	8	shenyang	GPE
esrj-85531	29	9	liaoning	GPE
esrj-85531	29	10	110044	DATE
esrj-85531	29	11	china	GPE
esrj-85531	30	1	s ci en ce ap pl ie d t o	PERSON
esrj-85531	30	2	ge ol og y	PERSON
esrj-85531	30	3	106	CARDINAL
esrj-85531	32	1	217	CARDINAL
esrj-85531	35	1	gao et al.	PERSON
esrj-85531	35	2	2017	DATE
esrj-85531	37	1	2017	DATE
esrj-85531	43	1	silva et al.	PERSON
esrj-85531	43	2	2017	DATE
esrj-85531	45	1	recent years	DATE
esrj-85531	50	1	firstly	ORDINAL
esrj-85531	52	1	2017	DATE
esrj-85531	54	1	two	CARDINAL
esrj-85531	55	1	first	ORDINAL
esrj-85531	55	2	first	ORDINAL
esrj-85531	56	1	8	CARDINAL
esrj-85531	56	2	8	CARDINAL
esrj-85531	57	1	1	CARDINAL
esrj-85531	57	2	2	CARDINAL
esrj-85531	57	3	3	CARDINAL
esrj-85531	58	1	64	CARDINAL
esrj-85531	58	2	1	CARDINAL
esrj-85531	58	3	2	CARDINAL
esrj-85531	59	1	3	CARDINAL
esrj-85531	60	1	first	ORDINAL
esrj-85531	61	1	second	ORDINAL
esrj-85531	63	1	first	ORDINAL
esrj-85531	63	2	4	CARDINAL
esrj-85531	66	1	• +	DATE
esrj-85531	66	2	4	CARDINAL
esrj-85531	66	3	vi	PERSON
esrj-85531	69	1	two	CARDINAL
esrj-85531	69	2	5	CARDINAL
esrj-85531	70	1	w j	PERSON
esrj-85531	71	1	jj nw ≈	PERSON
esrj-85531	72	1	1 (	CARDINAL
esrj-85531	72	2	5	CARDINAL
esrj-85531	73	1	6	CARDINAL
esrj-85531	74	1	−αj	PERSON
esrj-85531	75	1	6	CARDINAL
esrj-85531	75	2	∈j	GPE
esrj-85531	76	1	0 1 64	DATE
esrj-85531	77	1	6	CARDINAL
esrj-85531	77	2	7	CARDINAL
esrj-85531	78	1	jj nw	PERSON
esrj-85531	78	2	7	CARDINAL
esrj-85531	79	1	k k lk ng ≈ −2	PERSON
esrj-85531	79	2	9	CARDINAL
esrj-85531	79	3	bl l j	ORG
esrj-85531	80	1	k k	PERSON
esrj-85531	82	1	k lj n	PERSON
esrj-85531	83	1	≈	CARDINAL
esrj-85531	83	2	2 21	DATE
esrj-85531	83	3	9	CARDINAL
esrj-85531	83	4	2 2b	CARDINAL
esrj-85531	83	5	k j k	PERSON
esrj-85531	86	1	1	CARDINAL
esrj-85531	87	1	svr	ORG
esrj-85531	87	2	ellis & coppins	ORG
esrj-85531	87	3	2017	DATE
esrj-85531	88	1	first	ORDINAL
esrj-85531	89	1	li	PERSON
esrj-85531	89	2	1 2	CARDINAL
esrj-85531	89	3	ri d	PERSON
esrj-85531	89	4	y ri 	PERSON
esrj-85531	91	1	107optimal	CARDINAL
esrj-85531	99	1	2	CARDINAL
esrj-85531	99	2	k(x2,x	GPE
esrj-85531	99	3	x=[x1,x2,	GPE
esrj-85531	101	1	2	CARDINAL
esrj-85531	101	2	svr	ORG
esrj-85531	102	1	firstly	ORDINAL
esrj-85531	105	1	17	CARDINAL
esrj-85531	105	2	18	CARDINAL
esrj-85531	107	1	k kl=	PERSON
esrj-85531	107	2	17	CARDINAL
esrj-85531	108	1	18	CARDINAL
esrj-85531	108	2	skl	PERSON
esrj-85531	108	3	1	CARDINAL
esrj-85531	109	1	first	ORDINAL
esrj-85531	109	2	19	CARDINAL
esrj-85531	110	1	g sk kln = ∑ 	PERSON
esrj-85531	110	2	19	CARDINAL
esrj-85531	111	1	second	ORDINAL
esrj-85531	111	2	20	CARDINAL
esrj-85531	112	1	o	DATE
esrj-85531	113	1	k kl	PERSON
esrj-85531	113	2	20	CARDINAL
esrj-85531	114	1	10	CARDINAL
esrj-85531	114	2	w	ORG
esrj-85531	115	1	11	CARDINAL
esrj-85531	117	1	ε − ≤ ε	ORG
esrj-85531	119	1	11	CARDINAL
esrj-85531	119	2	f(x	ORG
esrj-85531	119	3		GPE
esrj-85531	120	1	secondly	ORDINAL
esrj-85531	121	1	12	CARDINAL
esrj-85531	122	1	1 2 2w	QUANTITY
esrj-85531	125	1	12	CARDINAL
esrj-85531	134	1	1 2	CARDINAL
esrj-85531	134	2	13	CARDINAL
esrj-85531	134	3	0	CARDINAL
esrj-85531	135	1	lagrange	GPE
esrj-85531	135	2	13	CARDINAL
esrj-85531	135	3	14	CARDINAL
esrj-85531	135	4	15	CARDINAL
esrj-85531	137	1	1 2	CARDINAL
esrj-85531	148	1	∑	ORG
esrj-85531	148	2	    	ORG
esrj-85531	148	3	14	CARDINAL
esrj-85531	154	1	0	CARDINAL
esrj-85531	154	2	0 1 (15	DATE
esrj-85531	154	3	j i j	WORK_OF_ART
esrj-85531	157	1	fourthly	ORDINAL
esrj-85531	157	2	15	CARDINAL
esrj-85531	157	3	16	CARDINAL
esrj-85531	165	1	1	CARDINAL
esrj-85531	166	1	svr	ORG
esrj-85531	166	2	108	CARDINAL
esrj-85531	166	3	taifu	ORG
esrj-85531	172	1	21)~(23	CARDINAL
esrj-85531	173	1	  	ORG
esrj-85531	173	2	⊗	LAW
esrj-85531	173	3	1	CARDINAL
esrj-85531	174	1	  	ORG
esrj-85531	174	2	⊗ 1	LAW
esrj-85531	174	3	0	CARDINAL
esrj-85531	174	4	22	CARDINAL
esrj-85531	174	5	23	CARDINAL
esrj-85531	174	6	gx	ORG
esrj-85531	175	1	21	CARDINAL
esrj-85531	175	2	3	CARDINAL
esrj-85531	175	3	3	CARDINAL
esrj-85531	177	1	lbp	PERSON
esrj-85531	177	2	yavad	ORG
esrj-85531	177	3	congalton	PERSON
esrj-85531	177	4	2017	CARDINAL
esrj-85531	179	1	lbp	ORG
esrj-85531	179	2	3	CARDINAL
esrj-85531	179	3	two	CARDINAL
esrj-85531	180	1	two	CARDINAL
esrj-85531	180	2	g x y x y σ	PERSON
esrj-85531	181	1		LAW
esrj-85531	181	2		PERSON
esrj-85531	182	1	24	CARDINAL
esrj-85531	182	2	25	CARDINAL
esrj-85531	182	3	26	CARDINAL
esrj-85531	182	4	two	CARDINAL
esrj-85531	182	5	27	CARDINAL
esrj-85531	183	1	g x y g x y g x	PERSON
esrj-85531	183	2	2 1 2	DATE
esrj-85531	183	3	∗	CARDINAL
esrj-85531	184	1	σ	CARDINAL
esrj-85531	184	2	∗	CARDINAL
esrj-85531	184	3	∗	CARDINAL
esrj-85531	184	4	27	CARDINAL
esrj-85531	184	5	28	CARDINAL
esrj-85531	186	1	σ − σ	PERSON
esrj-85531	186	2	2 1 1 1 2 2 2	TIME
esrj-85531	186	3	  	PRODUCT
esrj-85531	186	4		PERSON
esrj-85531	187	1	28	CARDINAL
esrj-85531	187	2	1	CARDINAL
esrj-85531	187	3	2	CARDINAL
esrj-85531	187	4	gaussian kernel	PERSON
esrj-85531	188	1	two	CARDINAL
esrj-85531	189	1	2 1 4	DATE
esrj-85531	192	1	2 2 0=	DATE
esrj-85531	194	1	only two	CARDINAL
esrj-85531	194	2	two	CARDINAL
esrj-85531	196	1	4	CARDINAL
esrj-85531	196	2	4	CARDINAL
esrj-85531	199	1	about 2000	CARDINAL
esrj-85531	199	2	2017	DATE
esrj-85531	200	1	3000	CARDINAL
esrj-85531	202	1	1	CARDINAL
esrj-85531	202	2	3	CARDINAL
esrj-85531	202	3	lbp	ORG
esrj-85531	202	4	109optimal	CARDINAL
esrj-85531	203	1	1	CARDINAL
esrj-85531	204	1	1500	CARDINAL
esrj-85531	204	2	1500	CARDINAL
esrj-85531	204	3	30s	DATE
esrj-85531	205	1	4	CARDINAL
esrj-85531	206	1	1	CARDINAL
esrj-85531	207	1	500	CARDINAL
esrj-85531	207	2	500 800	CARDINAL
esrj-85531	207	3	1000 1500	CARDINAL
esrj-85531	207	4	1500	CARDINAL
esrj-85531	207	5	2.7	CARDINAL
esrj-85531	207	6	14.3 29.8	CARDINAL
esrj-85531	207	7	5	CARDINAL
esrj-85531	208	1	5	CARDINAL
esrj-85531	208	2	97.37%	PERCENT
esrj-85531	208	3	95.13%	PERCENT
esrj-85531	210	1	65.36%	PERCENT
esrj-85531	210	2	63.21%	PERCENT
esrj-85531	211	1	6	CARDINAL
esrj-85531	211	2	1000~10000	CARDINAL
esrj-85531	213	1	less than 5000	CARDINAL
esrj-85531	213	2	greater than 5000	CARDINAL
esrj-85531	215	1	7	CARDINAL
esrj-85531	216	1	1s	CARDINAL
esrj-85531	219	1	7	CARDINAL
esrj-85531	219	2	5	CARDINAL
esrj-85531	220	1	6	CARDINAL
esrj-85531	221	1	1000~10000	CARDINAL
esrj-85531	221	2	110	CARDINAL
esrj-85531	222	1	three	CARDINAL
esrj-85531	230	1	ellis	PERSON
esrj-85531	230	2	c. j., & coppins	PERSON
esrj-85531	230	3	b. j.	PERSON
esrj-85531	230	4	2017	CARDINAL
esrj-85531	232	1	lichenologist	PERSON
esrj-85531	232	2	141	CARDINAL
esrj-85531	233	1	l. m.	PERSON
esrj-85531	233	2	ma	PERSON
esrj-85531	233	3	x.	GPE
esrj-85531	233	4	li	PERSON
esrj-85531	233	5	li	PERSON
esrj-85531	233	6	c.	PERSON
esrj-85531	233	7	c.	PERSON
esrj-85531	233	8	xiang	GPE
esrj-85531	233	9	m., wu	PERSON
esrj-85531	233	10	b., & peng	ORG
esrj-85531	233	11	j. (	PERSON
esrj-85531	233	12	2017	CARDINAL
esrj-85531	234	1	western china	LOC
esrj-85531	235	1	journal of china coal society	ORG
esrj-85531	235	2	276	CARDINAL
esrj-85531	236	1	gao	PERSON
esrj-85531	236	2	b.	PERSON
esrj-85531	236	3	li	PERSON
esrj-85531	236	4	x.	GPE
esrj-85531	236	5	li	PERSON
esrj-85531	236	6	s., & chen	ORG
esrj-85531	236	7	2017	CARDINAL
esrj-85531	238	1	1-9	CARDINAL
esrj-85531	239	1	gorji	ORG
esrj-85531	239	2	t.	GPE
esrj-85531	239	3	sertel	PERSON
esrj-85531	239	4	e., & tanik	ORG
esrj-85531	239	5	a.	PERSON
esrj-85531	239	6	2017	CARDINAL
esrj-85531	240	1	turkey	GPE
esrj-85531	241	1	74:384-391	CARDINAL
esrj-85531	242	1	lengyel	ORG
esrj-85531	242	2	s.	PERSON
esrj-85531	242	3	b.	PERSON
esrj-85531	242	4	d. s.	PERSON
esrj-85531	242	5	henry	GPE
esrj-85531	242	6	kotarac	GPE
esrj-85531	242	7	m., lin	PERSON
esrj-85531	242	8	k.	PERSON
esrj-85531	243	1	85	DATE
esrj-85531	243	2	624	CARDINAL
esrj-85531	244	1	silva, a. m.	ORG
esrj-85531	244	2	d. p.	PERSON
esrj-85531	244	3	zaitune	GPE
esrj-85531	244	4	p. a.	PERSON
esrj-85531	244	5	bohrer-morel	PERSON
esrj-85531	244	6	m. b.	PERSON
esrj-85531	244	7	2017	CARDINAL
esrj-85531	246	1	28(2	GPE
esrj-85531	246	2	156	CARDINAL
esrj-85531	247	1	sürme	PERSON
esrj-85531	247	2	a. t.	PERSON
esrj-85531	247	3	uçan, m., & narin	ORG
esrj-85531	247	4	i. (2018	ORG
esrj-85531	249	1	140	CARDINAL
esrj-85531	249	2	yavad	ORG
esrj-85531	249	3	k., & congalton	ORG
esrj-85531	249	4	2017	CARDINAL
esrj-85531	250	1	three	CARDINAL
esrj-85531	251	1	10(2	DATE
esrj-85531	251	2	53-57	CARDINAL