{"id":"https://openalex.org/W2767053332","doi":"https://doi.org/10.1109/whispers.2015.8075366","title":"Water stress detection using hyperspectral thermal infrared remote sensing","display_name":"Water stress detection using hyperspectral thermal infrared remote sensing","publication_year":2015,"publication_date":"2015-06-01","ids":{"openalex":"https://openalex.org/W2767053332","doi":"https://doi.org/10.1109/whispers.2015.8075366","mag":"2767053332"},"language":"en","primary_location":{"id":"doi:10.1109/whispers.2015.8075366","is_oa":false,"landing_page_url":"https://doi.org/10.1109/whispers.2015.8075366","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"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/A5088705055","display_name":"Max Gerhards","orcid":"https://orcid.org/0000-0002-2510-4354"},"institutions":[{"id":"https://openalex.org/I4210112527","display_name":"Luxembourg Institute of Science and Technology","ror":"https://ror.org/01t178j62","country_code":"LU","type":"nonprofit","lineage":["https://openalex.org/I4210112527"]},{"id":"https://openalex.org/I89864525","display_name":"Universit\u00e4t Trier","ror":"https://ror.org/02778hg05","country_code":"DE","type":"education","lineage":["https://openalex.org/I89864525"]}],"countries":["DE","LU"],"is_corresponding":false,"raw_author_name":"Max Gerhards","raw_affiliation_strings":["Environmental Research and Innovation Department, Luxembourg Institute of Science and Technology (LIST), Belvaux, Luxembourg","Remote Sensing & Geoinformatics Department, University of Trier, Trier, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Environmental Research and Innovation Department, Luxembourg Institute of Science and Technology (LIST), Belvaux, Luxembourg","institution_ids":["https://openalex.org/I4210112527"]},{"raw_affiliation_string":"Remote Sensing & Geoinformatics Department, University of Trier, Trier, Germany","institution_ids":["https://openalex.org/I89864525"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062512728","display_name":"Gilles Rock","orcid":"https://orcid.org/0000-0002-5276-9255"},"institutions":[{"id":"https://openalex.org/I89864525","display_name":"Universit\u00e4t Trier","ror":"https://ror.org/02778hg05","country_code":"DE","type":"education","lineage":["https://openalex.org/I89864525"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Gilles Rock","raw_affiliation_strings":["Remote Sensing & Geoinformatics Department, University of Trier, Trier, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Remote Sensing & Geoinformatics Department, University of Trier, Trier, Germany","institution_ids":["https://openalex.org/I89864525"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056154832","display_name":"Martin Schlerf","orcid":"https://orcid.org/0000-0002-3579-108X"},"institutions":[{"id":"https://openalex.org/I4210112527","display_name":"Luxembourg Institute of Science and Technology","ror":"https://ror.org/01t178j62","country_code":"LU","type":"nonprofit","lineage":["https://openalex.org/I4210112527"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Martin Schlerf","raw_affiliation_strings":["Environmental Research and Innovation Department, Luxembourg Institute of Science and Technology (LIST), Belvaux, Luxembourg"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Environmental Research and Innovation Department, Luxembourg Institute of Science and Technology (LIST), Belvaux, Luxembourg","institution_ids":["https://openalex.org/I4210112527"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034523839","display_name":"Thomas Udelhoven","orcid":null},"institutions":[{"id":"https://openalex.org/I4210112527","display_name":"Luxembourg Institute of Science and Technology","ror":"https://ror.org/01t178j62","country_code":"LU","type":"nonprofit","lineage":["https://openalex.org/I4210112527"]},{"id":"https://openalex.org/I89864525","display_name":"Universit\u00e4t Trier","ror":"https://ror.org/02778hg05","country_code":"DE","type":"education","lineage":["https://openalex.org/I89864525"]}],"countries":["DE","LU"],"is_corresponding":false,"raw_author_name":"Thomas Udelhoven","raw_affiliation_strings":["Environmental Research and Innovation Department, Luxembourg Institute of Science and Technology (LIST), Belvaux, Luxembourg","Remote Sensing & Geoinformatics Department, University of Trier, Trier, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Environmental Research and Innovation Department, Luxembourg Institute of Science and Technology (LIST), Belvaux, Luxembourg","institution_ids":["https://openalex.org/I4210112527"]},{"raw_affiliation_string":"Remote Sensing & Geoinformatics Department, University of Trier, Trier, Germany","institution_ids":["https://openalex.org/I89864525"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040776652","display_name":"Willy Werner","orcid":"https://orcid.org/0000-0003-4495-1513"},"institutions":[{"id":"https://openalex.org/I89864525","display_name":"Universit\u00e4t Trier","ror":"https://ror.org/02778hg05","country_code":"DE","type":"education","lineage":["https://openalex.org/I89864525"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Willy Werner","raw_affiliation_strings":["Department of Geobotany, University of Trier, Trier, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geobotany, University of Trier, Trier, Germany","institution_ids":["https://openalex.org/I89864525"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"4","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9950000047683716,"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":0.9950000047683716,"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":0.9771000146865845,"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/T10616","display_name":"Smart Agriculture and AI","score":0.9699000120162964,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.8937969207763672},{"id":"https://openalex.org/keywords/water-stress","display_name":"Water stress","score":0.7143908739089966},{"id":"https://openalex.org/keywords/canopy","display_name":"Canopy","score":0.6361796259880066},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6238574385643005},{"id":"https://openalex.org/keywords/stomatal-conductance","display_name":"Stomatal conductance","score":0.570824384689331},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5624468922615051},{"id":"https://openalex.org/keywords/stress","display_name":"Stress (linguistics)","score":0.5040572881698608},{"id":"https://openalex.org/keywords/thermal-infrared","display_name":"Thermal infrared","score":0.44457608461380005},{"id":"https://openalex.org/keywords/infrared","display_name":"Infrared","score":0.3663249611854553},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.3560982644557953},{"id":"https://openalex.org/keywords/horticulture","display_name":"Horticulture","score":0.21199581027030945},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.15180295705795288},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.121360182762146},{"id":"https://openalex.org/keywords/botany","display_name":"Botany","score":0.10291591286659241},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.09743320941925049},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07635313272476196}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.8937969207763672},{"id":"https://openalex.org/C2983671280","wikidata":"https://www.wikidata.org/wiki/Q5376358","display_name":"Water stress","level":2,"score":0.7143908739089966},{"id":"https://openalex.org/C101000010","wikidata":"https://www.wikidata.org/wiki/Q5033434","display_name":"Canopy","level":2,"score":0.6361796259880066},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6238574385643005},{"id":"https://openalex.org/C2781045423","wikidata":"https://www.wikidata.org/wiki/Q7618701","display_name":"Stomatal conductance","level":3,"score":0.570824384689331},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5624468922615051},{"id":"https://openalex.org/C21036866","wikidata":"https://www.wikidata.org/wiki/Q181767","display_name":"Stress (linguistics)","level":2,"score":0.5040572881698608},{"id":"https://openalex.org/C2984335091","wikidata":"https://www.wikidata.org/wiki/Q11388","display_name":"Thermal infrared","level":3,"score":0.44457608461380005},{"id":"https://openalex.org/C158355884","wikidata":"https://www.wikidata.org/wiki/Q11388","display_name":"Infrared","level":2,"score":0.3663249611854553},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.3560982644557953},{"id":"https://openalex.org/C144027150","wikidata":"https://www.wikidata.org/wiki/Q48803","display_name":"Horticulture","level":1,"score":0.21199581027030945},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.15180295705795288},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.121360182762146},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.10291591286659241},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.09743320941925049},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07635313272476196},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C183688256","wikidata":"https://www.wikidata.org/wiki/Q11982","display_name":"Photosynthesis","level":2,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/whispers.2015.8075366","is_oa":false,"landing_page_url":"https://doi.org/10.1109/whispers.2015.8075366","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Clean water and sanitation","score":0.8600000143051147,"id":"https://metadata.un.org/sdg/6"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W138837712","https://openalex.org/W1515333244","https://openalex.org/W1965817681","https://openalex.org/W1984158095","https://openalex.org/W2058808357","https://openalex.org/W2062400544","https://openalex.org/W2063510655","https://openalex.org/W2071200222","https://openalex.org/W2116033926","https://openalex.org/W2123234588","https://openalex.org/W2126143576","https://openalex.org/W2134832022","https://openalex.org/W2140553384"],"related_works":["https://openalex.org/W2917098463","https://openalex.org/W4256050991","https://openalex.org/W2119000012","https://openalex.org/W2361400974","https://openalex.org/W112888411","https://openalex.org/W2607011431","https://openalex.org/W2995496428","https://openalex.org/W2022908830","https://openalex.org/W4388194288","https://openalex.org/W4298167560"],"abstract_inverted_index":{"During":[0],"summer":[1],"2014":[2],"a":[3,31,46,76,133],"water":[4,23,60,89,129],"treatment":[5,103],"experiment":[6],"was":[7],"adopted":[8],"on":[9,71,94],"potatoes":[10],"plants":[11],"(Solanum":[12],"tuberosum":[13],"L.":[14],"Cilena,":[15],"n=60)":[16],"with":[17],"the":[18,86],"objective":[19],"to":[20,39,49],"detect":[21],"plant":[22],"stress.":[24],"Therefore,":[25],"three":[26],"different":[27],"sensors":[28],"were":[29],"applied,":[30],"hyperspectral":[32,116,134],"and":[33,97,102,117,126],"broadband":[34,118],"thermal":[35],"infrared":[36],"(TIR)":[37],"camera":[38],"measure":[40,50],"canopy":[41],"temperature,":[42],"as":[43,45],"well":[44],"leaf":[47],"porometer":[48],"stomatal":[51,72],"conductance.":[52],"The":[53],"results":[54],"of":[55,83,123],"this":[56,141],"study":[57],"show":[58],"that":[59],"stress":[61,69,90,112,130],"can":[62,104],"be":[63,105,138],"detected":[64],"from":[65],"2":[66],"days":[67,110],"after":[68,111],"based":[70,93],"conductance":[73],"measurements":[74],"using":[75,114,132],"descriptive":[77],"t-test":[78],"(p=0.044*":[79],"at":[80],"5%":[81],"level":[82],"significance).":[84],"Applying":[85],"prominent":[87],"crop":[88],"index":[91],"(CWSI)":[92],"canopy,":[95],"dry":[96],"wet":[98],"references":[99],"temperatures,":[100],"control":[101],"significantly":[106],"separated":[107],"starting":[108],"8":[109],"(p<;0.001***)":[113],"both":[115],"data.":[119],"Thus,":[120],"our":[121],"hypothesis":[122],"an":[124],"earlier":[125],"more":[127],"accurate":[128],"detection":[131],"TIR":[135],"system":[136],"must":[137],"falsified":[139],"for":[140],"study.":[142]},"counts_by_year":[{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
