{"id":"https://openalex.org/W2901360326","doi":"https://doi.org/10.1109/igarss.2018.8518487","title":"Assessing the Use of Multiple Constraints and Ancillary Data to Support Scope Model Inversion in a Experimental Grassland","display_name":"Assessing the Use of Multiple Constraints and Ancillary Data to Support Scope Model Inversion in a Experimental Grassland","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2901360326","doi":"https://doi.org/10.1109/igarss.2018.8518487","mag":"2901360326"},"language":"en","primary_location":{"id":"doi:10.1109/igarss.2018.8518487","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2018.8518487","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium","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/A5046706112","display_name":"Javier Pacheco\u2010Labrador","orcid":"https://orcid.org/0000-0003-3401-7081"},"institutions":[{"id":"https://openalex.org/I4210154168","display_name":"Max Planck Institute for Biogeochemistry","ror":"https://ror.org/051yxp643","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210154168"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Javier Pacheco-Labrador","raw_affiliation_strings":["Department Biogeochemical Integration, Max Planck Institute for Biogeochemistry, Jena, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department Biogeochemical Integration, Max Planck Institute for Biogeochemistry, Jena, Germany","institution_ids":["https://openalex.org/I4210154168"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048012435","display_name":"Nuno Carvalhais","orcid":"https://orcid.org/0000-0003-0465-1436"},"institutions":[{"id":"https://openalex.org/I4210154168","display_name":"Max Planck Institute for Biogeochemistry","ror":"https://ror.org/051yxp643","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210154168"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Nuno Carvalhais","raw_affiliation_strings":["Department Biogeochemical Integration, Max Planck Institute for Biogeochemistry, Jena, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department Biogeochemical Integration, Max Planck Institute for Biogeochemistry, Jena, Germany","institution_ids":["https://openalex.org/I4210154168"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061920991","display_name":"\u00d3scar P\u00e9rez\u2010Priego","orcid":"https://orcid.org/0000-0002-3138-3177"},"institutions":[{"id":"https://openalex.org/I4210154168","display_name":"Max Planck Institute for Biogeochemistry","ror":"https://ror.org/051yxp643","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210154168"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Oscar Perez-Priego","raw_affiliation_strings":["Department Biogeochemical Integration, Max Planck Institute for Biogeochemistry, Jena, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department Biogeochemical Integration, Max Planck Institute for Biogeochemistry, Jena, Germany","institution_ids":["https://openalex.org/I4210154168"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013902636","display_name":"Tarek S. El\u2010Madany","orcid":"https://orcid.org/0000-0002-0726-7141"},"institutions":[{"id":"https://openalex.org/I4210154168","display_name":"Max Planck Institute for Biogeochemistry","ror":"https://ror.org/051yxp643","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210154168"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tarek S. El-Madany","raw_affiliation_strings":["Department Biogeochemical Integration, Max Planck Institute for Biogeochemistry, Jena, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department Biogeochemical Integration, Max Planck Institute for Biogeochemistry, Jena, Germany","institution_ids":["https://openalex.org/I4210154168"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077283969","display_name":"Micol Rossini","orcid":"https://orcid.org/0000-0002-6052-3140"},"institutions":[{"id":"https://openalex.org/I66752286","display_name":"University of Milano-Bicocca","ror":"https://ror.org/01ynf4891","country_code":"IT","type":"education","lineage":["https://openalex.org/I66752286"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Micol Rossini","raw_affiliation_strings":["University of Milano Bicocca, Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Milano Bicocca, Milan, Italy","institution_ids":["https://openalex.org/I66752286"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019704288","display_name":"Tommaso Julitta","orcid":"https://orcid.org/0000-0002-3870-2572"},"institutions":[{"id":"https://openalex.org/I66752286","display_name":"University of Milano-Bicocca","ror":"https://ror.org/01ynf4891","country_code":"IT","type":"education","lineage":["https://openalex.org/I66752286"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Tommaso Julitta","raw_affiliation_strings":["University of Milano Bicocca, Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Milano Bicocca, Milan, Italy","institution_ids":["https://openalex.org/I66752286"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035101727","display_name":"Gerardo Moreno","orcid":"https://orcid.org/0000-0001-8053-2696"},"institutions":[{"id":"https://openalex.org/I80606768","display_name":"Universidad de Extremadura","ror":"https://ror.org/0174shg90","country_code":"ES","type":"education","lineage":["https://openalex.org/I80606768"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Gerardo Moreno","raw_affiliation_strings":["INDEHESA-Forest Research Group, Universidad de Extremadura, Plasencia, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INDEHESA-Forest Research Group, Universidad de Extremadura, Plasencia, Spain","institution_ids":["https://openalex.org/I80606768"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012355634","display_name":"Rosario Gonz\u00e1lez-Casc\u00f3n","orcid":"https://orcid.org/0000-0003-3468-0967"},"institutions":[{"id":"https://openalex.org/I4210100913","display_name":"Institute of Agrifood Research and Technology","ror":"https://ror.org/012zh9h13","country_code":"ES","type":"facility","lineage":["https://openalex.org/I157913058","https://openalex.org/I4210100913","https://openalex.org/I4387153040"]},{"id":"https://openalex.org/I4210106474","display_name":"Instituto Nacional de Investigaci\u00f3n y Tecnolog\u00eda Agraria y Alimentaria","ror":"https://ror.org/011q66e29","country_code":"ES","type":"funder","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210106474"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Rosario Gonzalez-Cascon","raw_affiliation_strings":["Department of Environment, Spanish National Institute for Agricultural and Food Research and Technology (INIA), Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Environment, Spanish National Institute for Agricultural and Food Research and Technology (INIA), Madrid, Spain","institution_ids":["https://openalex.org/I4210100913","https://openalex.org/I4210106474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075129319","display_name":"M. Pilar Mart\u00edn","orcid":"https://orcid.org/0000-0002-5563-8461"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"M. Pilar Martin","raw_affiliation_strings":["Environmental Remote Sensing and Spectroscopy Laboratory (SpecLab), Institute of Economics, Geography and Demography (IEGD-CCHS-CSIC), Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Environmental Remote Sensing and Spectroscopy Laboratory (SpecLab), Institute of Economics, Geography and Demography (IEGD-CCHS-CSIC), Madrid, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071721504","display_name":"Markus Reichstein","orcid":"https://orcid.org/0000-0001-5736-1112"},"institutions":[{"id":"https://openalex.org/I4210154168","display_name":"Max Planck Institute for Biogeochemistry","ror":"https://ror.org/051yxp643","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210154168"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Markus Reichstein","raw_affiliation_strings":["Department Biogeochemical Integration, Max Planck Institute for Biogeochemistry, Jena, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department Biogeochemical Integration, Max Planck Institute for Biogeochemistry, Jena, Germany","institution_ids":["https://openalex.org/I4210154168"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022416188","display_name":"Arnaud Carrara","orcid":"https://orcid.org/0000-0002-9095-8807"},"institutions":[{"id":"https://openalex.org/I4210105801","display_name":"Mediterranean Center for Environmental Studies","ror":"https://ror.org/01jpkw634","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210105801"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Arnaud Carrara","raw_affiliation_strings":["Fundaci\u00f3n Centro de Estudios Ambientales del Mediterr\u00e1neo (CEAM), Valencia, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fundaci\u00f3n Centro de Estudios Ambientales del Mediterr\u00e1neo (CEAM), Valencia, Spain","institution_ids":["https://openalex.org/I4210105801"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080250417","display_name":"Luis Guanter","orcid":"https://orcid.org/0000-0002-8389-5764"},"institutions":[{"id":"https://openalex.org/I4210152878","display_name":"GFZ Helmholtz Centre for Geosciences","ror":"https://ror.org/04z8jg394","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I4210152878"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Luis Guanter","raw_affiliation_strings":["Helmholtz Centre Potsdam, German Centre for Geosciences, Potsdam, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Helmholtz Centre Potsdam, German Centre for Geosciences, Potsdam, Germany","institution_ids":["https://openalex.org/I4210152878"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081683556","display_name":"Mirco Migliavacca","orcid":"https://orcid.org/0000-0003-3546-8407"},"institutions":[{"id":"https://openalex.org/I4210154168","display_name":"Max Planck Institute for Biogeochemistry","ror":"https://ror.org/051yxp643","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210154168"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Mirco Migliavacca","raw_affiliation_strings":["Department Biogeochemical Integration, Max Planck Institute for Biogeochemistry, Jena, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department Biogeochemical Integration, Max Planck Institute for Biogeochemistry, Jena, Germany","institution_ids":["https://openalex.org/I4210154168"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":13,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10425587,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"1","issue":null,"first_page":"5975","last_page":"5978"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9998999834060669,"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":0.9998999834060669,"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/T10266","display_name":"Plant Water Relations and Carbon Dynamics","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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/T10766","display_name":"Urban Heat Island Mitigation","score":0.9918000102043152,"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/overfitting","display_name":"Overfitting","score":0.6494424939155579},{"id":"https://openalex.org/keywords/inversion","display_name":"Inversion (geology)","score":0.5497180223464966},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5242419838905334},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3922956883907318},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3649541437625885},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32178670167922974},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.12427720427513123},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.09868946671485901}],"concepts":[{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.6494424939155579},{"id":"https://openalex.org/C1893757","wikidata":"https://www.wikidata.org/wiki/Q3653001","display_name":"Inversion (geology)","level":3,"score":0.5497180223464966},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5242419838905334},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3922956883907318},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3649541437625885},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32178670167922974},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.12427720427513123},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.09868946671485901},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C109007969","wikidata":"https://www.wikidata.org/wiki/Q749565","display_name":"Structural basin","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/igarss.2018.8518487","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2018.8518487","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},{"id":"pmh:oai:boa.unimib.it:10281/293075","is_oa":false,"landing_page_url":"http://hdl.handle.net/10281/293075","pdf_url":null,"source":{"id":"https://openalex.org/S4306401259","display_name":"BOA (University of Milano-Bicocca)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66752286","host_organization_name":"University of Milano-Bicocca","host_organization_lineage":["https://openalex.org/I66752286"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:pure.mpg.de:item_3213199","is_oa":false,"landing_page_url":"http://hdl.handle.net/21.11116/0000-0005-D8A9-9","pdf_url":null,"source":{"id":"https://openalex.org/S4306400654","display_name":"MPG.PuRe (Max Planck Society)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149899117","host_organization_name":"Max Planck Society","host_organization_lineage":["https://openalex.org/I149899117"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE International Geoscience and Remote Sensing Symposium, IGARSS","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.7599999904632568,"display_name":"Life in Land"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320308269","display_name":"Alexander von Humboldt-Stiftung","ror":"https://ror.org/012kf4317"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1953550581","https://openalex.org/W2000485836","https://openalex.org/W2030233869","https://openalex.org/W2048405443","https://openalex.org/W2054497277","https://openalex.org/W2101695001","https://openalex.org/W2109542058","https://openalex.org/W2121025745","https://openalex.org/W2123538678","https://openalex.org/W2191206426","https://openalex.org/W2525621092","https://openalex.org/W2528839566","https://openalex.org/W2547074005","https://openalex.org/W2561415527","https://openalex.org/W2586552825"],"related_works":["https://openalex.org/W2989932438","https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W2186333919","https://openalex.org/W4387297750","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264"],"abstract_inverted_index":{"The":[0],"SCOPE":[1],"model":[2,30],"embeds":[3],"the":[4,23,50,53,61,84],"state":[5],"of":[6,52,63,76],"art":[7],"for":[8],"coupling":[9],"soil":[10],"vegetation":[11,33],"atmosphere":[12],"transfer":[13,17],"(SVAT)":[14],"and":[15,47,70,126,128],"radiative":[16],"models":[18],"(RTM).":[19],"For":[20],"that":[21,80],"reason":[22],"FLuorescence":[24],"EXplorer":[25],"(FLEX)":[26],"mission":[27],"selected":[28],"this":[29,57],"to":[31,72],"derive":[32],"properties":[34],"through":[35],"inversion.":[36],"However":[37],"inverse":[38],"problem":[39],"is":[40],"often":[41],"ill-posed,":[42],"providing":[43],"equally":[44],"likely":[45],"solutions":[46],"hence":[48],"inflating":[49],"uncertainty":[51],"retrieved":[54],"parameters.":[55],"In":[56],"work":[58],"we":[59],"test":[60],"use":[62],"different":[64],"priors":[65],"based":[66],"on":[67,83],"ancillary":[68],"measurements":[69],"literature":[71],"support":[73],"multiple-constrain":[74],"inversion":[75,124],"SCOPE.":[77],"Results":[78],"show":[79],"prior":[81],"information":[82],"relationships":[85],"between":[86],"variables":[87],"such":[88],"as":[89],"leaf":[90,98,106],"chlorophyll":[91],"content":[92,100,108],"(C":[93,101,109],"<sub":[94,102,110,119],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[95,103,111,120],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">ab</sub>":[96],"),":[97,105],"carotenoids":[99],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">ca</sub>":[104],"water":[107],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">w</sub>":[112],")":[113,122],"and/or":[114],"maximum":[115],"carboxylation":[116],"rate":[117],"(V":[118],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">cmax</sub>":[121],"reduce":[123],"uncertainties":[125],"overfitting,":[127],"should":[129],"be":[130],"sampled/estimated":[131],"together":[132],"with":[133],"optical":[134],"data.":[135]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}