{"id":"https://openalex.org/W2007701819","doi":"https://doi.org/10.1109/jstars.2014.2371058","title":"The Dynamic Assessment Model for Monitoring Cadmium Stress Levels in Rice Based on the Assimilation of Remote Sensing and the WOFOST Model","display_name":"The Dynamic Assessment Model for Monitoring Cadmium Stress Levels in Rice Based on the Assimilation of Remote Sensing and the WOFOST Model","publication_year":2014,"publication_date":"2014-11-26","ids":{"openalex":"https://openalex.org/W2007701819","doi":"https://doi.org/10.1109/jstars.2014.2371058","mag":"2007701819"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2014.2371058","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jstars.2014.2371058","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100415300","display_name":"Feng Liu","orcid":"https://orcid.org/0000-0002-7562-3427"},"institutions":[{"id":"https://openalex.org/I3125743391","display_name":"China University of Geosciences (Beijing)","ror":"https://ror.org/04q6c7p66","country_code":"CN","type":"education","lineage":["https://openalex.org/I3125743391"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Liu","raw_affiliation_strings":["School of Information Engineering, China University of Geosciences, Beijing, China","School of Information Engineering, China University of Geosciences (Beijing), China#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Engineering, China University of Geosciences, Beijing, China","institution_ids":["https://openalex.org/I3125743391"]},{"raw_affiliation_string":"School of Information Engineering, China University of Geosciences (Beijing), China#TAB#","institution_ids":["https://openalex.org/I3125743391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101978499","display_name":"Xiangnan Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I3125743391","display_name":"China University of Geosciences (Beijing)","ror":"https://ror.org/04q6c7p66","country_code":"CN","type":"education","lineage":["https://openalex.org/I3125743391"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangnan Liu","raw_affiliation_strings":["School of Information Engineering, China University of Geosciences, Beijing, China","School of Information Engineering, China University of Geosciences (Beijing), China#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Engineering, China University of Geosciences, Beijing, China","institution_ids":["https://openalex.org/I3125743391"]},{"raw_affiliation_string":"School of Information Engineering, China University of Geosciences (Beijing), China#TAB#","institution_ids":["https://openalex.org/I3125743391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111637392","display_name":"Liting Zhao","orcid":"https://orcid.org/0000-0002-2088-3088"},"institutions":[{"id":"https://openalex.org/I3125743391","display_name":"China University of Geosciences (Beijing)","ror":"https://ror.org/04q6c7p66","country_code":"CN","type":"education","lineage":["https://openalex.org/I3125743391"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liting Zhao","raw_affiliation_strings":["School of Information Engineering, China University of Geosciences, Beijing, China","School of Information Engineering, China University of Geosciences (Beijing), China#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Engineering, China University of Geosciences, Beijing, China","institution_ids":["https://openalex.org/I3125743391"]},{"raw_affiliation_string":"School of Information Engineering, China University of Geosciences (Beijing), China#TAB#","institution_ids":["https://openalex.org/I3125743391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053273522","display_name":"Chao Ding","orcid":"https://orcid.org/0000-0002-6772-6864"},"institutions":[{"id":"https://openalex.org/I3125743391","display_name":"China University of Geosciences (Beijing)","ror":"https://ror.org/04q6c7p66","country_code":"CN","type":"education","lineage":["https://openalex.org/I3125743391"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Ding","raw_affiliation_strings":["School of Information Engineering, China University of Geosciences, Beijing, China","School of Information Engineering, China University of Geosciences (Beijing), China#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Engineering, China University of Geosciences, Beijing, China","institution_ids":["https://openalex.org/I3125743391"]},{"raw_affiliation_string":"School of Information Engineering, China University of Geosciences (Beijing), China#TAB#","institution_ids":["https://openalex.org/I3125743391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100786433","display_name":"Jiale Jiang","orcid":"https://orcid.org/0000-0002-2214-7009"},"institutions":[{"id":"https://openalex.org/I3125743391","display_name":"China University of Geosciences (Beijing)","ror":"https://ror.org/04q6c7p66","country_code":"CN","type":"education","lineage":["https://openalex.org/I3125743391"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiale Jiang","raw_affiliation_strings":["School of Information Engineering, China University of Geosciences, Beijing, China","School of Information Engineering, China University of Geosciences (Beijing), China#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Engineering, China University of Geosciences, Beijing, China","institution_ids":["https://openalex.org/I3125743391"]},{"raw_affiliation_string":"School of Information Engineering, China University of Geosciences (Beijing), China#TAB#","institution_ids":["https://openalex.org/I3125743391"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007678672","display_name":"Ling Wu","orcid":"https://orcid.org/0000-0003-1712-191X"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ling Wu","raw_affiliation_strings":["Institute of Remote Sensing and GIS, Peking University, Beijing, China","Inst. of remote sensing & GIS, Peking Univ., Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Remote Sensing and GIS, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"Inst. of remote sensing & GIS, Peking Univ., Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":null,"fwci":3.3992,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.91245338,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"8","issue":"3","first_page":"1330","last_page":"1338"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9998000264167786,"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":0.9998000264167786,"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/T14365","display_name":"Leaf Properties and Growth Measurement","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9821000099182129,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44100522994995117},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.37540924549102783},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3604505658149719},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.08284235000610352}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44100522994995117},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.37540924549102783},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3604505658149719},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.08284235000610352}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jstars.2014.2371058","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jstars.2014.2371058","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","score":0.7699999809265137,"display_name":"Zero hunger"}],"awards":[{"id":"https://openalex.org/G6442938189","display_name":null,"funder_award_id":"41371407","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W47601601","https://openalex.org/W1778870018","https://openalex.org/W1984682798","https://openalex.org/W1994736655","https://openalex.org/W2000685769","https://openalex.org/W2017717118","https://openalex.org/W2021426767","https://openalex.org/W2022298331","https://openalex.org/W2026552295","https://openalex.org/W2032665686","https://openalex.org/W2043142216","https://openalex.org/W2045180463","https://openalex.org/W2045844492","https://openalex.org/W2054826427","https://openalex.org/W2056157051","https://openalex.org/W2063881766","https://openalex.org/W2064417027","https://openalex.org/W2071839634","https://openalex.org/W2077070100","https://openalex.org/W2078394714","https://openalex.org/W2084741785","https://openalex.org/W2121025745","https://openalex.org/W2126142391","https://openalex.org/W2132150442","https://openalex.org/W2137482087","https://openalex.org/W2139357972","https://openalex.org/W2152195021","https://openalex.org/W2158910694","https://openalex.org/W2161557312","https://openalex.org/W2169710600","https://openalex.org/W2359614786","https://openalex.org/W2361443937","https://openalex.org/W2388004421","https://openalex.org/W2475057570","https://openalex.org/W2791096795","https://openalex.org/W4285719527","https://openalex.org/W4385279498","https://openalex.org/W6601916708","https://openalex.org/W6721249455","https://openalex.org/W6748922323"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Monitoring":[0],"of":[1,29,48,83,117,142,148,160,196,206],"heavy":[2,234],"metal":[3,235],"stress":[4,61,101,152,186,224],"in":[5,63,179,188,237],"crops":[6],"is":[7,72,216],"vital":[8],"for":[9,57,78,90,218,231],"food":[10],"security":[11],"and":[12,39,86,137],"agricultural":[13],"production":[14],"management.":[15],"Traditional":[16],"remote":[17,208],"sensing":[18,209],"methods":[19],"focus":[20],"on":[21,156,225],"the":[22,26,45,80,108,126,134,139,145,157,169,180,185,193,204,212],"stress-induced":[23],"changes":[24],"to":[25,35,97,106,132],"aerial":[27],"organs":[28],"plants,":[30],"whereas":[31],"roots":[32,50],"are":[33],"considered":[34],"be":[36],"more":[37,111],"directly":[38],"severely":[40],"stressed.":[41],"In":[42],"this":[43,95],"study,":[44],"dry":[46],"weight":[47],"rice":[49,64,238],"(WRT)":[51],"was":[52,130,153,174,198],"used":[53,75,94,131],"as":[54],"an":[55,114],"indicator":[56],"monitoring":[58,233],"cadmium":[59],"(Cd)":[60],"levels":[62],"tissues.":[65,239],"The":[66,177],"World":[67],"Food":[68],"Study":[69],"(WOFOST)":[70],"model":[71,96,129,215],"a":[73,99,229],"widely":[74],"analysis":[76],"tool":[77],"describing":[79],"fundamental":[81],"processes":[82],"crop":[84,213,220],"growth,":[85],"has":[87],"been":[88],"tested":[89],"similar":[91],"applications.":[92],"We":[93],"incorporate":[98],"Cd":[100,151,167,223],"factor":[102],"(fCd),":[103],"allowing":[104],"us":[105],"simulate":[107],"WRT":[109,149,158,197],"values":[110,159],"accurately.":[112],"Then,":[113],"optimized":[115],"method":[116,205],"assimilating":[118,207],"remotely":[119],"sensed":[120],"leaf":[121],"area":[122],"index":[123],"(LAI)":[124],"into":[125,211],"modified":[127],"WOFOST":[128],"optimize":[133],"simulation":[135,147,195],"process":[136],"obtain":[138],"optimum":[140],"value":[141],"fCd.":[143],"Thus,":[144],"dynamic":[146,194],"under":[150,222],"adjusted.":[154],"Based":[155],"two":[161],"sample":[162],"plots":[163],"with":[164],"different":[165],"soil":[166],"concentrations,":[168],"ratio":[170,181],"between":[171],"them":[172],"(WRTStress/WRTSafe)":[173],"calculated":[175],"subsequently.":[176],"variation":[178],"curve":[182],"generally":[183],"reflected":[184],"mechanism":[187],"time":[189],"scale,":[190,227],"indicating":[191],"that":[192,203],"reliable.":[199],"This":[200],"study":[201],"suggests":[202],"data":[210],"growth":[214,221],"applicable":[217],"simulating":[219],"spatial-time":[226],"providing":[228],"reference":[230],"dynamically":[232],"contamination":[236]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":1}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}