{"id":"https://openalex.org/W4392918893","doi":"https://doi.org/10.3390/rs16061066","title":"Adapting Prediction Models to Bare Soil Fractional Cover for Extending Topsoil Clay Content Mapping Based on AVIRIS-NG Hyperspectral Data","display_name":"Adapting Prediction Models to Bare Soil Fractional Cover for Extending Topsoil Clay Content Mapping Based on AVIRIS-NG Hyperspectral Data","publication_year":2024,"publication_date":"2024-03-18","ids":{"openalex":"https://openalex.org/W4392918893","doi":"https://doi.org/10.3390/rs16061066"},"language":"en","primary_location":{"id":"doi:10.3390/rs16061066","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16061066","pdf_url":"https://www.mdpi.com/2072-4292/16/6/1066/pdf?version=1710757978","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"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":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/16/6/1066/pdf?version=1710757978","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029690499","display_name":"Elizabeth Baby George","orcid":"https://orcid.org/0000-0002-9096-5679"},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Elizabeth Baby George","raw_affiliation_strings":["Department of Civil Engineering, Indian Institute of Science, Bengaluru 560012, India"],"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Indian Institute of Science, Bengaluru 560012, India","institution_ids":["https://openalex.org/I59270414"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017374098","display_name":"C\u00e9cile Gomez","orcid":"https://orcid.org/0000-0002-2986-430X"},"institutions":[{"id":"https://openalex.org/I19894307","display_name":"Universit\u00e9 de Montpellier","ror":"https://ror.org/051escj72","country_code":"FR","type":"education","lineage":["https://openalex.org/I19894307"]},{"id":"https://openalex.org/I22248866","display_name":"AgroParisTech","ror":"https://ror.org/02kbmgc12","country_code":"FR","type":"education","lineage":["https://openalex.org/I22248866","https://openalex.org/I277688954"]},{"id":"https://openalex.org/I24906876","display_name":"Institut Agro Montpellier","ror":"https://ror.org/03rnk6m14","country_code":"FR","type":"education","lineage":["https://openalex.org/I24906876","https://openalex.org/I4210117091","https://openalex.org/I4399657933"]},{"id":"https://openalex.org/I4210088668","display_name":"Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement","ror":"https://ror.org/003vg9w96","country_code":"FR","type":"government","lineage":["https://openalex.org/I4210088668"]},{"id":"https://openalex.org/I4210166444","display_name":"Institut de Recherche pour le D\u00e9veloppement","ror":"https://ror.org/05q3vnk25","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1327553481","https://openalex.org/I154202486","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210113730","https://openalex.org/I4210131494","https://openalex.org/I4210166444","https://openalex.org/I4405257220"]},{"id":"https://openalex.org/I4387154061","display_name":"Laboratoire d'\u00e9tude des Interactions Sol - Agrosyst\u00e8me - Hydrosyst\u00e8me","ror":"https://ror.org/05deqk823","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1327553481","https://openalex.org/I154202486","https://openalex.org/I22248866","https://openalex.org/I24906876","https://openalex.org/I277688954","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210113730","https://openalex.org/I4210117091","https://openalex.org/I4210131494","https://openalex.org/I4210166444","https://openalex.org/I4387154061","https://openalex.org/I4399657933","https://openalex.org/I4405257220"]},{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["FR","IN"],"is_corresponding":true,"raw_author_name":"C\u00e9cile Gomez","raw_affiliation_strings":["Indo-French Cell for Water Sciences, IRD, Indian Institute of Science, Bengaluru 560012, India","LISAH, University of Montpellier, IRD, INRAE, Institut Agro, AgroParisTech, 34060 Montpellier, France"],"affiliations":[{"raw_affiliation_string":"Indo-French Cell for Water Sciences, IRD, Indian Institute of Science, Bengaluru 560012, India","institution_ids":["https://openalex.org/I59270414"]},{"raw_affiliation_string":"LISAH, University of Montpellier, IRD, INRAE, Institut Agro, AgroParisTech, 34060 Montpellier, France","institution_ids":["https://openalex.org/I24906876","https://openalex.org/I22248866","https://openalex.org/I4387154061","https://openalex.org/I4210088668","https://openalex.org/I19894307","https://openalex.org/I4210166444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083573588","display_name":"D. Nagesh Kumar","orcid":"https://orcid.org/0000-0002-5294-8501"},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Nagesh D. Kumar","raw_affiliation_strings":["Department of Civil Engineering and Divecha Centre for Climate Change, Indian Institute of Science, Bengaluru 560012, India"],"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering and Divecha Centre for Climate Change, Indian Institute of Science, Bengaluru 560012, India","institution_ids":["https://openalex.org/I59270414"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5017374098"],"corresponding_institution_ids":["https://openalex.org/I19894307","https://openalex.org/I22248866","https://openalex.org/I24906876","https://openalex.org/I4210088668","https://openalex.org/I4210166444","https://openalex.org/I4387154061","https://openalex.org/I59270414"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":0.2059,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.44922255,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"16","issue":"6","first_page":"1066","last_page":"1066"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10770","display_name":"Soil Geostatistics and Mapping","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/T10770","display_name":"Soil Geostatistics and Mapping","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9987000226974487,"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/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.7448192834854126},{"id":"https://openalex.org/keywords/topsoil","display_name":"Topsoil","score":0.642875075340271},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5897848606109619},{"id":"https://openalex.org/keywords/soil-science","display_name":"Soil science","score":0.5882540345191956},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.5826638340950012},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5510162711143494},{"id":"https://openalex.org/keywords/digital-soil-mapping","display_name":"Digital soil mapping","score":0.4147275388240814},{"id":"https://openalex.org/keywords/soil-map","display_name":"Soil map","score":0.3944123387336731},{"id":"https://openalex.org/keywords/soil-water","display_name":"Soil water","score":0.3909149169921875},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.29601791501045227},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.20224681496620178},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.07680988311767578}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.7448192834854126},{"id":"https://openalex.org/C20529654","wikidata":"https://www.wikidata.org/wiki/Q1247456","display_name":"Topsoil","level":3,"score":0.642875075340271},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5897848606109619},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.5882540345191956},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.5826638340950012},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5510162711143494},{"id":"https://openalex.org/C104471815","wikidata":"https://www.wikidata.org/wiki/Q5276164","display_name":"Digital soil mapping","level":4,"score":0.4147275388240814},{"id":"https://openalex.org/C71864017","wikidata":"https://www.wikidata.org/wiki/Q889561","display_name":"Soil map","level":3,"score":0.3944123387336731},{"id":"https://openalex.org/C159750122","wikidata":"https://www.wikidata.org/wiki/Q96621023","display_name":"Soil water","level":2,"score":0.3909149169921875},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.29601791501045227},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.20224681496620178},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.07680988311767578}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/rs16061066","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16061066","pdf_url":"https://www.mdpi.com/2072-4292/16/6/1066/pdf?version=1710757978","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"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":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai::84827","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401429","display_name":"ePrints@IISc (Indian Institute of Science)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I59270414","host_organization_name":"Indian Institute of Science Bangalore","host_organization_lineage":["https://openalex.org/I59270414"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"pmh:oai:HAL:hal-04541758v1","is_oa":true,"landing_page_url":"https://hal.inrae.fr/hal-04541758","pdf_url":"https://hal.inrae.fr/hal-04541758/document","source":{"id":"https://openalex.org/S4406922466","display_name":"SPIRE - Sciences Po Institutional REpository","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, 2024, 16 (6), pp.1066. ⟨10.3390/rs16061066⟩","raw_type":"Journal articles"},{"id":"pmh:oai:doaj.org/article:bb364b076b64498d80299feaf2d276b1","is_oa":true,"landing_page_url":"https://doaj.org/article/bb364b076b64498d80299feaf2d276b1","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 16, Iss 6, p 1066 (2024)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/16/6/1066/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs16061066","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":"Remote Sensing","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs16061066","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16061066","pdf_url":"https://www.mdpi.com/2072-4292/16/6/1066/pdf?version=1710757978","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"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":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15","score":0.7200000286102295}],"awards":[{"id":"https://openalex.org/G3260793341","display_name":null,"funder_award_id":"PNTS-2019-5","funder_id":"https://openalex.org/F4320334928","funder_display_name":"Institut national des sciences de l'Univers"}],"funders":[{"id":"https://openalex.org/F4320334928","display_name":"Institut national des sciences de l'Univers","ror":"https://ror.org/04kdfz702"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392918893.pdf"},"referenced_works_count":87,"referenced_works":["https://openalex.org/W1006483632","https://openalex.org/W1813521754","https://openalex.org/W1965619562","https://openalex.org/W1972293418","https://openalex.org/W1973111333","https://openalex.org/W1991039337","https://openalex.org/W1993678596","https://openalex.org/W1995945562","https://openalex.org/W2000310361","https://openalex.org/W2001289295","https://openalex.org/W2001699846","https://openalex.org/W2006348173","https://openalex.org/W2020174946","https://openalex.org/W2027368520","https://openalex.org/W2039676451","https://openalex.org/W2043359577","https://openalex.org/W2050917502","https://openalex.org/W2051378084","https://openalex.org/W2051529402","https://openalex.org/W2052903566","https://openalex.org/W2055394295","https://openalex.org/W2055489107","https://openalex.org/W2058311689","https://openalex.org/W2059829503","https://openalex.org/W2073503722","https://openalex.org/W2083041300","https://openalex.org/W2104005885","https://openalex.org/W2107222994","https://openalex.org/W2109606373","https://openalex.org/W2116395914","https://openalex.org/W2118438698","https://openalex.org/W2127062304","https://openalex.org/W2131697388","https://openalex.org/W2156333351","https://openalex.org/W2294803647","https://openalex.org/W2321228163","https://openalex.org/W2322799392","https://openalex.org/W2325039341","https://openalex.org/W2344052696","https://openalex.org/W2502996524","https://openalex.org/W2546471256","https://openalex.org/W2547268326","https://openalex.org/W2574870259","https://openalex.org/W2588251866","https://openalex.org/W2602051357","https://openalex.org/W2768913388","https://openalex.org/W2769747912","https://openalex.org/W2773853293","https://openalex.org/W2774152043","https://openalex.org/W2799759245","https://openalex.org/W2891747104","https://openalex.org/W2894569595","https://openalex.org/W2902951602","https://openalex.org/W2905192710","https://openalex.org/W2921398857","https://openalex.org/W2924579710","https://openalex.org/W2962274534","https://openalex.org/W2972853490","https://openalex.org/W2985950345","https://openalex.org/W2998010014","https://openalex.org/W3012278037","https://openalex.org/W3018432709","https://openalex.org/W3083755382","https://openalex.org/W3092430955","https://openalex.org/W3109974390","https://openalex.org/W3112784233","https://openalex.org/W3129154977","https://openalex.org/W3134847602","https://openalex.org/W3146052258","https://openalex.org/W3156690715","https://openalex.org/W3175109425","https://openalex.org/W4211042144","https://openalex.org/W4212883601","https://openalex.org/W4214601210","https://openalex.org/W4232087696","https://openalex.org/W4233760599","https://openalex.org/W4233992972","https://openalex.org/W4245863432","https://openalex.org/W4285594214","https://openalex.org/W4362583874","https://openalex.org/W4372305283","https://openalex.org/W4382601271","https://openalex.org/W6643517095","https://openalex.org/W6663294077","https://openalex.org/W6701202513","https://openalex.org/W6765692331","https://openalex.org/W6787055280"],"related_works":["https://openalex.org/W2076134148","https://openalex.org/W2549937139","https://openalex.org/W1975337890","https://openalex.org/W2083739595","https://openalex.org/W2095317746","https://openalex.org/W2953150186","https://openalex.org/W3134906919","https://openalex.org/W2105851409","https://openalex.org/W2135542747","https://openalex.org/W4239629919"],"abstract_inverted_index":{"The":[0,88,197,232,249,273],"deployment":[1],"of":[2,10,20,30,64,145,159,173,226,242,299],"remote":[3,49],"sensing":[4,50],"platforms":[5],"has":[6],"facilitated":[7],"the":[8,18,28,37,75,93,126,156,171,183,213,227,240,277,288,296],"mapping":[9,71,78,297],"soil":[11,22,45,55,76,81,99,117,134,165,215,229,245,259,269],"properties":[12,77],"to":[13,53,73,114,121,140,154,209,237,263,294],"a":[14,69,106,142,178,221],"great":[15],"extent.":[16],"However,":[17],"accuracy":[19],"these":[21],"property":[23,46],"estimates":[24],"is":[25,51],"compromised":[26],"by":[27,48,102,182,280],"presence":[29],"non-soil":[31],"cover,":[32],"which":[33,57,169],"introduces":[34],"interference":[35],"with":[36,84,239,257,267],"acquired":[38,181],"reflectance":[39],"spectra":[40],"over":[41,191],"pixels.":[42],"Therefore,":[43],"current":[44,302],"estimation":[47],"limited":[52],"bare":[54,80,98,116,133,164,214,228,244,258,268],"pixels,":[56,82],"are":[58],"identified":[59],"based":[60,95],"on":[61,96,212],"spectral":[62,103],"indices":[63],"vegetation.":[65],"Our":[66],"study":[67,176],"proposes":[68],"composite":[70,143],"approach":[72,90,199,274,290],"extend":[74,295],"beyond":[79],"associated":[83],"an":[85],"uncertainty":[86,172],"map.":[87],"proposed":[89,198,289],"first":[91],"classified":[92],"pixels":[94,256,266],"their":[97],"fractional":[100,118,135,166,216,246,260,270],"cover":[101,119,136,167,217,247,261,271],"unmixing.":[104],"Then,":[105],"specific":[107],"regression":[108],"model":[109],"was":[110,152,235],"built":[111],"and":[112,219,301],"applied":[113],"each":[115,132],"class":[120,137,218],"estimate":[122,155],"clay":[123,127,146,160],"content.":[124],"Finally,":[125,287],"content":[128,147,161],"maps":[129],"created":[130],"for":[131,255,265],"were":[138],"mosaicked":[139],"create":[141],"map":[144],"estimations.":[148,174],"A":[149],"bootstrap":[150],"procedure":[151],"used":[153,177],"standard":[157],"deviation":[158],"predictions":[162],"per":[163],"dataset,":[168],"represented":[170],"This":[175],"hyperspectral":[179,303],"image":[180],"Airborne":[184],"Visible/Infrared":[185],"Imaging":[186],"Spectrometer-Next":[187],"Generation":[188],"(AVIRIS-NG)":[189],"sensor":[190],"cultivated":[192],"fields":[193],"in":[194,203],"South":[195],"India.":[196],"provided":[200],"modest":[201],"performances":[202],"prediction":[204,285],"(Rval2":[205],"ranging":[206],"from":[207,253],"0.53":[208],"0.63)":[210],"depending":[211],"showed":[220],"correct":[222],"spatial":[223],"pattern,":[224],"regardless":[225],"fraction":[230],"classes.":[231],"model\u2019s":[233],"performance":[234],"observed":[236],"increase":[238],"adoption":[241],"higher":[243],"thresholds.":[248],"mapped":[250,278],"area":[251],"ranged":[252],"10.4%":[254],">0.7":[262],"52.7%":[264],">0.3.":[272],"thus":[275],"extended":[276],"surface":[279],"42.4%,":[281],"while":[282],"maintaining":[283],"acceptable":[284],"performances.":[286],"could":[291],"be":[292],"adopted":[293],"capability":[298],"planned":[300],"satellite":[304],"missions.":[305]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}