{"id":"https://openalex.org/W3205224180","doi":"https://doi.org/10.1109/igarss47720.2021.9555157","title":"Measuring Solar-Induced Fluorescence from Unmanned Aircraft Systems for Operational Use in Plant Phenotyping and Precision Farming","display_name":"Measuring Solar-Induced Fluorescence from Unmanned Aircraft Systems for Operational Use in Plant Phenotyping and Precision Farming","publication_year":2021,"publication_date":"2021-07-11","ids":{"openalex":"https://openalex.org/W3205224180","doi":"https://doi.org/10.1109/igarss47720.2021.9555157","mag":"3205224180"},"language":"en","primary_location":{"id":"doi:10.1109/igarss47720.2021.9555157","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss47720.2021.9555157","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10138/340265","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052018553","display_name":"Juliane Bendig","orcid":"https://orcid.org/0000-0002-6454-5654"},"institutions":[{"id":"https://openalex.org/I129801699","display_name":"University of Tasmania","ror":"https://ror.org/01nfmeh72","country_code":"AU","type":"education","lineage":["https://openalex.org/I129801699"]},{"id":"https://openalex.org/I171892758","display_name":"Forschungszentrum J\u00fclich","ror":"https://ror.org/02nv7yv05","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I171892758"]}],"countries":["AU","DE"],"is_corresponding":true,"raw_author_name":"J. Bendig","raw_affiliation_strings":["Institute of Bio-Geosciences, Forschungszentrum J\u00fclich, J\u00fclich, Germany","School of Geography, Planning, and Spatial Sciences, University of Tasmania, Hobart, Australia"],"affiliations":[{"raw_affiliation_string":"Institute of Bio-Geosciences, Forschungszentrum J\u00fclich, J\u00fclich, Germany","institution_ids":["https://openalex.org/I171892758"]},{"raw_affiliation_string":"School of Geography, Planning, and Spatial Sciences, University of Tasmania, Hobart, Australia","institution_ids":["https://openalex.org/I129801699"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053585073","display_name":"C. Y. Chang","orcid":"https://orcid.org/0000-0001-6609-3527"},"institutions":[{"id":"https://openalex.org/I4210102783","display_name":"Cropping Systems Research Laboratory","ror":"https://ror.org/01982z663","country_code":"US","type":"facility","lineage":["https://openalex.org/I1312222531","https://openalex.org/I1336096307","https://openalex.org/I4210102783","https://openalex.org/I4210145274"]},{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"C. Y. Chang","raw_affiliation_strings":["School of Integrative Plant Sciences, Soil and Crop Sciences Section, Cornell University, Ithaca, NY, USA","USDA-ARS Adaptive Cropping Systems Laboratory, Beltsville, MD"],"affiliations":[{"raw_affiliation_string":"School of Integrative Plant Sciences, Soil and Crop Sciences Section, Cornell University, Ithaca, NY, USA","institution_ids":["https://openalex.org/I205783295"]},{"raw_affiliation_string":"USDA-ARS Adaptive Cropping Systems Laboratory, Beltsville, MD","institution_ids":["https://openalex.org/I4210102783"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086091730","display_name":"Na Wang","orcid":"https://orcid.org/0000-0002-6514-3147"},"institutions":[{"id":"https://openalex.org/I913481162","display_name":"Wageningen University & Research","ror":"https://ror.org/04qw24q55","country_code":"NL","type":"education","lineage":["https://openalex.org/I913481162"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"N. Wang","raw_affiliation_strings":["Laborarory of Geo-Information Science and Remote Sensing, Wageningen University and Research, Wageningen, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Laborarory of Geo-Information Science and Remote Sensing, Wageningen University and Research, Wageningen, The Netherlands","institution_ids":["https://openalex.org/I913481162"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079382678","display_name":"Jon Atherton","orcid":"https://orcid.org/0000-0002-7670-2928"},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"J. Atherton","raw_affiliation_strings":["Optics of Photosynthesis Laboratory, Institute for Atmospheric and Earth System Research/Forest Sciences, University of Helsinki, Helsinki, Finland"],"affiliations":[{"raw_affiliation_string":"Optics of Photosynthesis Laboratory, Institute for Atmospheric and Earth System Research/Forest Sciences, University of Helsinki, Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077322258","display_name":"Zbyn\u011bk Malenovsk\u00fd","orcid":"https://orcid.org/0000-0002-1271-8103"},"institutions":[{"id":"https://openalex.org/I129801699","display_name":"University of Tasmania","ror":"https://ror.org/01nfmeh72","country_code":"AU","type":"education","lineage":["https://openalex.org/I129801699"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Z. Malenovsky","raw_affiliation_strings":["School of Geography, Planning, and Spatial Sciences, University of Tasmania, Hobart, Australia"],"affiliations":[{"raw_affiliation_string":"School of Geography, Planning, and Spatial Sciences, University of Tasmania, Hobart, Australia","institution_ids":["https://openalex.org/I129801699"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044006174","display_name":"Uwe Rascher","orcid":"https://orcid.org/0000-0002-9993-4588"},"institutions":[{"id":"https://openalex.org/I171892758","display_name":"Forschungszentrum J\u00fclich","ror":"https://ror.org/02nv7yv05","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I171892758"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"U. Rascher","raw_affiliation_strings":["Institute of Bio-Geosciences, Forschungszentrum J\u00fclich, J\u00fclich, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Bio-Geosciences, Forschungszentrum J\u00fclich, J\u00fclich, Germany","institution_ids":["https://openalex.org/I171892758"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5052018553"],"corresponding_institution_ids":["https://openalex.org/I129801699","https://openalex.org/I171892758"],"apc_list":null,"apc_paid":null,"fwci":0.3304,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.6408433,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1921","last_page":"1924"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9990000128746033,"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":0.9990000128746033,"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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9821000099182129,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/precision-agriculture","display_name":"Precision agriculture","score":0.7888574600219727},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.7246337532997131},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5413799285888672},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.47913405299186707},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.47901076078414917},{"id":"https://openalex.org/keywords/temporal-resolution","display_name":"Temporal resolution","score":0.42874181270599365},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.4149787425994873},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.3787207007408142},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1964116394519806},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.10584580898284912},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.09480005502700806},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.08851605653762817},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.07278716564178467}],"concepts":[{"id":"https://openalex.org/C120217122","wikidata":"https://www.wikidata.org/wiki/Q740083","display_name":"Precision agriculture","level":3,"score":0.7888574600219727},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.7246337532997131},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5413799285888672},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.47913405299186707},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47901076078414917},{"id":"https://openalex.org/C119666444","wikidata":"https://www.wikidata.org/wiki/Q5977280","display_name":"Temporal resolution","level":2,"score":0.42874181270599365},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.4149787425994873},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.3787207007408142},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1964116394519806},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.10584580898284912},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.09480005502700806},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.08851605653762817},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.07278716564178467},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/igarss47720.2021.9555157","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss47720.2021.9555157","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.utas.edu.au:45911","is_oa":false,"landing_page_url":"https://ieeexplore.ieee.org/xpl/conhome/9553015/proceeding","pdf_url":null,"source":{"id":"https://openalex.org/S4406922975","display_name":"UTAS Research 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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Publication"},{"id":"pmh:oai:helda.helsinki.fi:10138/340265","is_oa":true,"landing_page_url":"http://hdl.handle.net/10138/340265","pdf_url":null,"source":{"id":"https://openalex.org/S4210213322","display_name":"Ty\u00f6v\u00e4entutkimus Vuosikirja","issn_l":"0784-1272","issn":["0784-1272","1459-7780"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference contribution"},{"id":"pmh:wur:oai:library.wur.nl:wurpubs/594088","is_oa":false,"landing_page_url":"https://research.wur.nl/en/publications/measuring-solar-induced-fluorescence-from-unmanned-aircraft-syste","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS. IEEE","raw_type":"info:eu-repo/semantics/conferencepaper"}],"best_oa_location":{"id":"pmh:oai:helda.helsinki.fi:10138/340265","is_oa":true,"landing_page_url":"http://hdl.handle.net/10138/340265","pdf_url":null,"source":{"id":"https://openalex.org/S4210213322","display_name":"Ty\u00f6v\u00e4entutkimus Vuosikirja","issn_l":"0784-1272","issn":["0784-1272","1459-7780"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference contribution"},"sustainable_development_goals":[{"score":0.699999988079071,"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2067877300","https://openalex.org/W2071767246","https://openalex.org/W2736408630","https://openalex.org/W2893308255","https://openalex.org/W2900685710","https://openalex.org/W2956697767","https://openalex.org/W2986119693","https://openalex.org/W2996373928","https://openalex.org/W3003379506","https://openalex.org/W3010625441","https://openalex.org/W3027456625","https://openalex.org/W3081362132","https://openalex.org/W3097374991","https://openalex.org/W3112691986"],"related_works":["https://openalex.org/W2355956201","https://openalex.org/W2381688409","https://openalex.org/W1895773911","https://openalex.org/W2386195957","https://openalex.org/W2327874825","https://openalex.org/W2613051533","https://openalex.org/W3201212491","https://openalex.org/W4380767732","https://openalex.org/W3161605631","https://openalex.org/W4247744717"],"abstract_inverted_index":{"Demand":[0],"for":[1,18,58,85],"high":[2],"spatial":[3],"and":[4,21,60,79,92,103],"temporal":[5],"resolution":[6],"measurements":[7,62],"has":[8],"triggered":[9],"a":[10],"rapid":[11],"development":[12,44],"of":[13,32,45,69,81],"unmanned":[14],"aircraft":[15],"systems":[16],"(UAS)":[17],"plant":[19],"phenotyping":[20],"precision":[22,106],"farming":[23],"purposes.":[24],"Similarly,":[25],"recent":[26],"progress":[27],"in":[28,38,63,105,109],"low-altitude":[29],"remote":[30],"sensing":[31,48,97],"solar-induced":[33],"chlorophyll":[34],"fluorescence":[35],"(SIF)":[36],"resulted":[37],"several":[39],"studies":[40],"aiming":[41],"at":[42],"the":[43,56,110],"SIF":[46,82,96],"proximal":[47],"approaches.":[49],"Although":[50],"first":[51],"experimental":[52],"results":[53],"are":[54],"promising,":[55],"requirements":[57],"reliable":[59],"repeatable":[61],"agricultural":[64],"experiments":[65],"still":[66],"constrain":[67],"applicability":[68],"these":[70],"platforms.":[71],"In":[72],"this":[73],"study,":[74],"we":[75],"analyze":[76],"current":[77],"capabilities":[78],"potentials":[80],"measuring":[83],"UAS":[84,95],"operational":[86],"use.":[87],"We":[88],"highlight":[89],"existing":[90],"challenges":[91],"outline":[93],"how":[94],"could":[98],"be":[99],"used":[100],"more":[101],"frequently":[102],"reliably":[104],"agriculture":[107],"applications":[108],"near":[111],"future.":[112]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}