{"id":"https://openalex.org/W1706600437","doi":"https://doi.org/10.3390/ijgi4031423","title":"Comparative Analysis on Two Schemes for Synthesizing the High Temporal Landsat-like NDVI Dataset Based on the STARFM Algorithm","display_name":"Comparative Analysis on Two Schemes for Synthesizing the High Temporal Landsat-like NDVI Dataset Based on the STARFM Algorithm","publication_year":2015,"publication_date":"2015-08-17","ids":{"openalex":"https://openalex.org/W1706600437","doi":"https://doi.org/10.3390/ijgi4031423","mag":"1706600437"},"language":"en","primary_location":{"id":"doi:10.3390/ijgi4031423","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi4031423","pdf_url":"https://www.mdpi.com/2220-9964/4/3/1423/pdf?version=1439828388","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2220-9964/4/3/1423/pdf?version=1439828388","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019197462","display_name":"Ainong Li","orcid":"https://orcid.org/0000-0002-4543-5118"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210124748","display_name":"Institute of Mountain Hazards and Environment","ror":"https://ror.org/02z0nsb22","country_code":"CN","type":"nonprofit","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210124748"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ainong Li","raw_affiliation_strings":["Institute of Mountain Hazards and Environment, Chinese Academy of Sciences, Chengdu 610041, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Mountain Hazards and Environment, Chinese Academy of Sciences, Chengdu 610041, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210124748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100640176","display_name":"Wei Zhang","orcid":"https://orcid.org/0000-0002-5433-8440"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210124748","display_name":"Institute of Mountain Hazards and Environment","ror":"https://ror.org/02z0nsb22","country_code":"CN","type":"nonprofit","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210124748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Zhang","raw_affiliation_strings":["Institute of Mountain Hazards and Environment, Chinese Academy of Sciences, Chengdu 610041, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Mountain Hazards and Environment, Chinese Academy of Sciences, Chengdu 610041, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210124748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083222026","display_name":"Guangbin Lei","orcid":"https://orcid.org/0000-0001-7333-4325"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210124748","display_name":"Institute of Mountain Hazards and Environment","ror":"https://ror.org/02z0nsb22","country_code":"CN","type":"nonprofit","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210124748"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangbin Lei","raw_affiliation_strings":["Institute of Mountain Hazards and Environment, Chinese Academy of Sciences, Chengdu 610041, China","University of Chinese Academy of Sciences, Beijing 100049, China"],"raw_orcid":"https://orcid.org/0000-0001-7333-4325","affiliations":[{"raw_affiliation_string":"Institute of Mountain Hazards and Environment, Chinese Academy of Sciences, Chengdu 610041, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210124748"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing 100049, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108528359","display_name":"Jinhu Bian","orcid":"https://orcid.org/0000-0003-1472-5259"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210124748","display_name":"Institute of Mountain Hazards and Environment","ror":"https://ror.org/02z0nsb22","country_code":"CN","type":"nonprofit","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210124748"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinhu Bian","raw_affiliation_strings":["Institute of Mountain Hazards and Environment, Chinese Academy of Sciences, Chengdu 610041, China","University of Chinese Academy of Sciences, Beijing 100049, China"],"raw_orcid":"https://orcid.org/0000-0003-1472-5259","affiliations":[{"raw_affiliation_string":"Institute of Mountain Hazards and Environment, Chinese Academy of Sciences, Chengdu 610041, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210124748"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing 100049, China","institution_ids":["https://openalex.org/I4210165038"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5019197462"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210124748"],"apc_list":{"value":1700,"currency":"CHF","value_usd":1893},"apc_paid":{"value":1700,"currency":"CHF","value_usd":1893},"fwci":0.2856,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.65427159,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"4","issue":"3","first_page":"1423","last_page":"1441"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13890","display_name":"Remote Sensing and Land Use","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10226","display_name":"Land Use and Ecosystem Services","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/normalized-difference-vegetation-index","display_name":"Normalized Difference Vegetation Index","score":0.8276196718215942},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.55808025598526},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.535358190536499},{"id":"https://openalex.org/keywords/reflectivity","display_name":"Reflectivity","score":0.5237700343132019},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.4667646586894989},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3865121901035309},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.38448843359947205},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.13986608386039734},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.12822622060775757},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.0821760892868042},{"id":"https://openalex.org/keywords/climate-change","display_name":"Climate change","score":0.08108797669410706}],"concepts":[{"id":"https://openalex.org/C1549246","wikidata":"https://www.wikidata.org/wiki/Q718775","display_name":"Normalized Difference Vegetation Index","level":3,"score":0.8276196718215942},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.55808025598526},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.535358190536499},{"id":"https://openalex.org/C108597893","wikidata":"https://www.wikidata.org/wiki/Q663650","display_name":"Reflectivity","level":2,"score":0.5237700343132019},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.4667646586894989},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3865121901035309},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.38448843359947205},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.13986608386039734},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.12822622060775757},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0821760892868042},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.08108797669410706},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/ijgi4031423","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi4031423","pdf_url":"https://www.mdpi.com/2220-9964/4/3/1423/pdf?version=1439828388","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:b5f1615c9b9649f0b18f788e152aa17f","is_oa":true,"landing_page_url":"https://doaj.org/article/b5f1615c9b9649f0b18f788e152aa17f","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISPRS International Journal of Geo-Information, Vol 4, Iss 3, Pp 1423-1441 (2015)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2220-9964/4/3/1423/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/ijgi4031423","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISPRS International Journal of Geo-Information","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/ijgi4031423","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi4031423","pdf_url":"https://www.mdpi.com/2220-9964/4/3/1423/pdf?version=1439828388","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Life in Land","score":0.7099999785423279,"id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1706600437.pdf"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W1966711117","https://openalex.org/W1984289242","https://openalex.org/W1987927366","https://openalex.org/W1990599270","https://openalex.org/W1991228198","https://openalex.org/W2009826344","https://openalex.org/W2015296785","https://openalex.org/W2016435228","https://openalex.org/W2017193019","https://openalex.org/W2018636632","https://openalex.org/W2023306858","https://openalex.org/W2027306186","https://openalex.org/W2027776168","https://openalex.org/W2032427112","https://openalex.org/W2036627824","https://openalex.org/W2039474688","https://openalex.org/W2050565140","https://openalex.org/W2055007440","https://openalex.org/W2079921704","https://openalex.org/W2081399384","https://openalex.org/W2082199675","https://openalex.org/W2082263501","https://openalex.org/W2088603520","https://openalex.org/W2089490780","https://openalex.org/W2100967854","https://openalex.org/W2110303631","https://openalex.org/W2122986812","https://openalex.org/W2151456308","https://openalex.org/W2160566385","https://openalex.org/W2163807205","https://openalex.org/W2165954860","https://openalex.org/W2234094905","https://openalex.org/W2360089183","https://openalex.org/W2390753029","https://openalex.org/W2391252145","https://openalex.org/W3140868873","https://openalex.org/W4385226428","https://openalex.org/W6660401689","https://openalex.org/W6678438788","https://openalex.org/W7036131176"],"related_works":["https://openalex.org/W3207046288","https://openalex.org/W3023446922","https://openalex.org/W4324030030","https://openalex.org/W4385533602","https://openalex.org/W3189212133","https://openalex.org/W4382239404","https://openalex.org/W4382519838","https://openalex.org/W2526455285","https://openalex.org/W3142012701","https://openalex.org/W4383118023"],"abstract_inverted_index":{"The":[0,28,159,224],"NDVI":[1,260],"dataset":[2],"with":[3,23,49,136],"high":[4,206],"temporal":[5,207],"and":[6,30,71,78,96,142,179,208,288],"spatial":[7,209],"resolution":[8],"(HTSN)":[9],"is":[10,67,81,92,105,267],"significant":[11],"for":[12,61,317],"extracting":[13,280,295],"information":[14,300],"about":[15],"the":[16,43,47,54,63,79,89,94,113,121,131,156,162,170,202,211,243,251,277,314],"phenological":[17,299],"change":[18],"of":[19,165,227,246,254,279],"vegetation":[20],"in":[21,124,176,256,276,310],"regions":[22],"a":[24,129,218],"complex":[25],"earth":[26],"surface.":[27],"Spatial":[29],"Temporal":[31],"Adaptive":[32],"Reflectance":[33],"Fusion":[34],"Model":[35],"(STARFM)":[36],"has":[37],"been":[38],"successfully":[39],"applied":[40],"to":[41,101,111,150,185,240,312],"synthesize":[42,112],"HTSN":[44,80,114],"by":[45,169],"fusing":[46],"data":[48,110],"different":[50,59,172,219,222],"characteristics.":[51],"Based":[52],"on":[53,221],"model,":[55],"there":[56],"are":[57,75,99,307],"two":[58,132,171,203,232],"schemes":[60,133,173],"synthesizing":[62],"HTSN.":[64],"One":[65],"scheme":[66,91],"that":[68,93,269,284],"red":[69,95],"reflectance":[70,74,98],"near-infrared":[72],"(NIR)":[73],"synthesized,":[76],"respectively,":[77],"then":[82],"obtained":[83],"through":[84],"algebraic":[85],"operation":[86],"(Scheme":[87,115],"1);":[88],"other":[90],"NIR":[97],"used":[100,154],"calculate":[102],"NDVI,":[103],"which":[104],"directly":[106],"taken":[107],"as":[108,128,155],"input":[109],"2).":[116],"In":[117],"this":[118],"paper,":[119],"taking":[120],"hill":[122],"areas":[123],"eastern":[125],"Sichuan":[126],"China":[127],"case,":[130],"were":[134,153,174],"compared":[135],"each":[137],"other.":[138],"Seven":[139],"Landsat":[140],"images":[141],"time-series":[143,259],"MOD13Q1":[144],"datasets":[145],"spanning":[146],"from":[147,231],"October":[148],"2001":[149],"February":[151],"2003":[152],"test":[157],"data.":[158],"results":[160],"showed":[161,205],"prediction":[163],"accuracies":[164],"both":[166,318],"derived":[167,233],"HTSNs":[168,204,234],"generally":[175],"good":[177],"agreement,":[178],"Scheme":[180,186,191,197,270,274],"2":[181,198,271],"was":[182,235,262],"slightly":[183],"superior":[184],"1":[187,192,275],"(R2:":[188],"0.14":[189],"&lt;":[190,193,196,199],"0.53;":[194],"0.15":[195],"0.53).":[200],"Although":[201],"consistence,":[210],"small":[212],"spatiotemporal":[213],"difference":[214],"between":[215],"them":[216],"had":[217],"influence":[220],"applications.":[223],"coincidence":[225,244],"rate":[226,245],"cropping":[228,281],"intensity":[229],"extracted":[230],"fairly":[236],"high,":[237],"reaching":[238],"up":[239],"93.86%,":[241],"while":[242],"crop":[247,298,302],"peak":[248,303],"dates":[249,253],"(i.e.,":[250],"emerging":[252],"peaks":[255],"an":[257],"annual":[258],"curve)":[261],"only":[263],"70.95%.":[264],"Therefore,":[265],"it":[266],"deemed":[268],"can":[272,291],"replace":[273],"application":[278],"intensity,":[282],"so":[283],"more":[285,296,305],"calculation":[286],"time":[287],"memory":[289],"space":[290],"be":[292],"saved.":[293],"For":[294],"quantitative":[297],"like":[301],"dates,":[304],"tests":[306],"still":[308],"needed":[309],"order":[311],"compare":[313],"absolute":[315],"accuracy":[316],"schemes.":[319]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
