{"id":"https://openalex.org/W2955921512","doi":"https://doi.org/10.1109/whispers.2018.8747228","title":"Detection of Plant Responses to Drought using Close-Range Hyperspectral Imaging in a High-Throughput Phenotyping Platform","display_name":"Detection of Plant Responses to Drought using Close-Range Hyperspectral Imaging in a High-Throughput Phenotyping Platform","publication_year":2018,"publication_date":"2018-09-01","ids":{"openalex":"https://openalex.org/W2955921512","doi":"https://doi.org/10.1109/whispers.2018.8747228","mag":"2955921512"},"language":"en","primary_location":{"id":"doi:10.1109/whispers.2018.8747228","is_oa":false,"landing_page_url":"https://doi.org/10.1109/whispers.2018.8747228","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS)","raw_type":"proceedings-article"},"type":"article","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/A5033451564","display_name":"Mohd Shahrimie Mohd Asaari","orcid":"https://orcid.org/0000-0002-0225-4819"},"institutions":[{"id":"https://openalex.org/I139322472","display_name":"Universiti Sains Malaysia","ror":"https://ror.org/02rgb2k63","country_code":"MY","type":"education","lineage":["https://openalex.org/I139322472"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Mohd Shahrimie Mohd Asaari","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Universiti Sains Malaysia, Penang, Malaysia"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Universiti Sains Malaysia, Penang, Malaysia","institution_ids":["https://openalex.org/I139322472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086108425","display_name":"Stien Mertens","orcid":"https://orcid.org/0000-0001-9192-1806"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Stien Mertens","raw_affiliation_strings":["Department of Plant Biotechnology and Bioinformatics, Ghent University, Gent, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Plant Biotechnology and Bioinformatics, Ghent University, Gent, Belgium","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053500698","display_name":"Stijn Dhondt","orcid":"https://orcid.org/0000-0003-4402-2191"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Stijn Dhondt","raw_affiliation_strings":["Department of Plant Biotechnology and Bioinformatics, Ghent University, Gent, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Plant Biotechnology and Bioinformatics, Ghent University, Gent, Belgium","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114375908","display_name":"Nathalie Wuyts","orcid":"https://orcid.org/0000-0002-4445-507X"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Nathalie Wuyts","raw_affiliation_strings":["Department of Plant Biotechnology and Bioinformatics, Ghent University, Gent, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Plant Biotechnology and Bioinformatics, Ghent University, Gent, Belgium","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009310543","display_name":"Paul Scheunders","orcid":"https://orcid.org/0000-0003-2447-4772"},"institutions":[{"id":"https://openalex.org/I149213910","display_name":"University of Antwerp","ror":"https://ror.org/008x57b05","country_code":"BE","type":"education","lineage":["https://openalex.org/I149213910"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Paul Scheunders","raw_affiliation_strings":["Imec-Vision Lab - University of Antwerp, Belgium"],"affiliations":[{"raw_affiliation_string":"Imec-Vision Lab - University of Antwerp, Belgium","institution_ids":["https://openalex.org/I149213910"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5033451564"],"corresponding_institution_ids":["https://openalex.org/I139322472"],"apc_list":null,"apc_paid":null,"fwci":0.1956,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.63960347,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9994999766349792,"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":0.9994999766349792,"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9980000257492065,"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"}},{"id":"https://openalex.org/T14365","display_name":"Leaf Properties and Growth Measurement","score":0.9959999918937683,"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":0.9566007852554321},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5306407809257507},{"id":"https://openalex.org/keywords/biological-system","display_name":"Biological system","score":0.5244165658950806},{"id":"https://openalex.org/keywords/drought-stress","display_name":"Drought stress","score":0.5065032243728638},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.48129668831825256},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.45526719093322754},{"id":"https://openalex.org/keywords/water-stress","display_name":"Water stress","score":0.43973442912101746},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4268142879009247},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3259386420249939},{"id":"https://openalex.org/keywords/agronomy","display_name":"Agronomy","score":0.30628204345703125},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.30322444438934326},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2659696638584137},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.1290619969367981}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.9566007852554321},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5306407809257507},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.5244165658950806},{"id":"https://openalex.org/C2992468275","wikidata":"https://www.wikidata.org/wiki/Q12142810","display_name":"Drought stress","level":2,"score":0.5065032243728638},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.48129668831825256},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.45526719093322754},{"id":"https://openalex.org/C2983671280","wikidata":"https://www.wikidata.org/wiki/Q5376358","display_name":"Water stress","level":2,"score":0.43973442912101746},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4268142879009247},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3259386420249939},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.30628204345703125},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.30322444438934326},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2659696638584137},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.1290619969367981},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/whispers.2018.8747228","is_oa":false,"landing_page_url":"https://doi.org/10.1109/whispers.2018.8747228","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS)","raw_type":"proceedings-article"},{"id":"pmh:c:irua:162943","is_oa":false,"landing_page_url":"https://hdl.handle.net/10067/1629430151162165141","pdf_url":null,"source":{"id":"https://openalex.org/S4377196495","display_name":"Anet (University of Antwerp)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149213910","host_organization_name":"University of Antwerp","host_organization_lineage":["https://openalex.org/I149213910"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},{"id":"pmh:oai:archive.ugent.be:01J6EXMRWXED40KY3J5FR8B4WR","is_oa":false,"landing_page_url":"http://hdl.handle.net/1854/LU-01J6EXMRWXED40KY3J5FR8B4WR","pdf_url":null,"source":{"id":"https://openalex.org/S4306400478","display_name":"Ghent University Academic Bibliography (Ghent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I32597200","host_organization_name":"Ghent University","host_organization_lineage":["https://openalex.org/I32597200"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISBN: 9781728115818","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/6","display_name":"Clean water and sanitation","score":0.8399999737739563}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W633320881","https://openalex.org/W1996379195","https://openalex.org/W2058195997","https://openalex.org/W2103504431","https://openalex.org/W2156698544","https://openalex.org/W2164268724","https://openalex.org/W2241047009","https://openalex.org/W2766610839","https://openalex.org/W2793665374","https://openalex.org/W4253531240","https://openalex.org/W4293568340","https://openalex.org/W6684427973"],"related_works":["https://openalex.org/W2072166414","https://openalex.org/W3209970181","https://openalex.org/W2084567258","https://openalex.org/W2986276519","https://openalex.org/W2368207425","https://openalex.org/W4382338659","https://openalex.org/W4402749865","https://openalex.org/W4398622905","https://openalex.org/W2370931859","https://openalex.org/W1989303820"],"abstract_inverted_index":{"The":[0,58,159],"detection":[1],"and":[2,21,42,147,183,205],"characterization":[3],"of":[4,18,25,39,72,151,167,179],"physiological":[5],"processes":[6],"in":[7,74,117,127,171],"crop":[8],"plants":[9,73,169],"under":[10],"water-limited":[11],"conditions":[12],"is":[13,32],"essential":[14],"for":[15,37,177],"the":[16,22,44,101,109,114,191,197,208,213],"selection":[17,146],"drought-tolerant":[19],"genotypes":[20],"functional":[23],"analysis":[24,64,137,193],"related":[26,124],"genes.":[27],"Close-range":[28],"hyperspectral":[29],"imaging":[30,76],"(HSI)":[31],"a":[33,62,105,135,143,148,152,157,172],"promising,":[34],"non-invasive":[35],"technique":[36],"sensing":[38],"plant":[40,48,118,128,174],"traits,":[41],"has":[43],"potential":[45],"to":[46,50,66,89,122,125],"detect":[47],"responses":[49,182,200],"water":[51],"deficit":[52],"stress":[53,181,199],"at":[54,201],"an":[55,202],"early":[56,203],"stage.":[57],"present":[59],"study":[60],"describes":[61],"data":[63,166],"method":[65,161,194],"realize":[67],"this":[68],"potential.":[69],"Reflectance":[70],"spectra":[71,119],"close-range":[75],"are":[77],"highly":[78],"influenced":[79],"by":[80,99],"illumination":[81,92,110],"effects.":[82],"Standard":[83],"normal":[84],"variate":[85],"(SNV)":[86],"was":[87,139,162],"applied":[88],"reduce":[90],"linear":[91],"effects,":[93],"while":[94],"non-linear":[95],"effects":[96,111,210],"were":[97,112,120],"filtered":[98],"discarding":[100],"affected":[102],"pixels":[103],"through":[104],"clustering":[106],"procedure.":[107],"Once":[108],"eliminated,":[113],"remaining":[115],"differences":[116],"assumed":[121],"be":[123],"changes":[126],"traits.":[129],"To":[130],"quantify":[131],"stress-related":[132],"spectral":[133,136,153,192],"dynamics,":[134],"procedure":[138],"developed":[140],"based":[141],"on":[142,164],"supervised":[144],"band":[145],"direct":[149],"calculation":[150],"similarity":[154],"measure":[155],"against":[156],"reference.":[158],"proposed":[160],"tested":[163],"HSI":[165],"maize":[168],"acquired":[170],"high-throughput":[173],"phenotyping":[175],"platform":[176],"assessment":[178],"drought":[180,198],"recovery":[184,209],"after":[185,212],"re-watering":[186,214],"events.":[187],"Results":[188],"show":[189],"that":[190],"successfully":[195],"detected":[196],"stage":[204],"consistently":[206],"revealed":[207],"shortly":[211],"period.":[215]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}