{"id":"https://openalex.org/W4404759854","doi":"https://doi.org/10.3390/rs16234434","title":"Moisture Content Vegetation Seasonal Variability Based on a Multiscale Remote Sensing Approach","display_name":"Moisture Content Vegetation Seasonal Variability Based on a Multiscale Remote Sensing Approach","publication_year":2024,"publication_date":"2024-11-27","ids":{"openalex":"https://openalex.org/W4404759854","doi":"https://doi.org/10.3390/rs16234434"},"language":"en","primary_location":{"id":"doi:10.3390/rs16234434","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16234434","pdf_url":null,"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://doi.org/10.3390/rs16234434","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019167721","display_name":"Filippe L.M. Santos","orcid":"https://orcid.org/0000-0001-8680-1244"},"institutions":[{"id":"https://openalex.org/I21803372","display_name":"University of \u00c9vora","ror":"https://ror.org/02gyps716","country_code":"PT","type":"education","lineage":["https://openalex.org/I21803372"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Filippe L. M. Santos","raw_affiliation_strings":["Earth Remote Sensing Laboratory (EaRSLab), Universidade de \u00c9vora, Rua Rom\u00e3o Ramalho, 7000-671 \u00c9vora, Portugal","Instituto de Ci\u00eancias da Terra (ICT), Instituto de Investiga\u00e7\u00e3o e Forma\u00e7\u00e3o Avan\u00e7ada (IIFA), Universidade de \u00c9vora, Rua Rom\u00e3o Ramalho, 59, 7000-671 \u00c9vora, Portugal"],"affiliations":[{"raw_affiliation_string":"Earth Remote Sensing Laboratory (EaRSLab), Universidade de \u00c9vora, Rua Rom\u00e3o Ramalho, 7000-671 \u00c9vora, Portugal","institution_ids":["https://openalex.org/I21803372"]},{"raw_affiliation_string":"Instituto de Ci\u00eancias da Terra (ICT), Instituto de Investiga\u00e7\u00e3o e Forma\u00e7\u00e3o Avan\u00e7ada (IIFA), Universidade de \u00c9vora, Rua Rom\u00e3o Ramalho, 59, 7000-671 \u00c9vora, Portugal","institution_ids":["https://openalex.org/I21803372"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076979599","display_name":"Gon\u00e7alo Rodrigues","orcid":"https://orcid.org/0000-0003-2273-7647"},"institutions":[{"id":"https://openalex.org/I21803372","display_name":"University of \u00c9vora","ror":"https://ror.org/02gyps716","country_code":"PT","type":"education","lineage":["https://openalex.org/I21803372"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Gon\u00e7alo Rodrigues","raw_affiliation_strings":["Earth Remote Sensing Laboratory (EaRSLab), Universidade de \u00c9vora, Rua Rom\u00e3o Ramalho, 7000-671 \u00c9vora, Portugal","Instituto de Ci\u00eancias da Terra (ICT), Instituto de Investiga\u00e7\u00e3o e Forma\u00e7\u00e3o Avan\u00e7ada (IIFA), Universidade de \u00c9vora, Rua Rom\u00e3o Ramalho, 59, 7000-671 \u00c9vora, Portugal"],"affiliations":[{"raw_affiliation_string":"Earth Remote Sensing Laboratory (EaRSLab), Universidade de \u00c9vora, Rua Rom\u00e3o Ramalho, 7000-671 \u00c9vora, Portugal","institution_ids":["https://openalex.org/I21803372"]},{"raw_affiliation_string":"Instituto de Ci\u00eancias da Terra (ICT), Instituto de Investiga\u00e7\u00e3o e Forma\u00e7\u00e3o Avan\u00e7ada (IIFA), Universidade de \u00c9vora, Rua Rom\u00e3o Ramalho, 59, 7000-671 \u00c9vora, Portugal","institution_ids":["https://openalex.org/I21803372"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081298053","display_name":"Miguel Potes","orcid":"https://orcid.org/0000-0002-8912-5277"},"institutions":[{"id":"https://openalex.org/I21803372","display_name":"University of \u00c9vora","ror":"https://ror.org/02gyps716","country_code":"PT","type":"education","lineage":["https://openalex.org/I21803372"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Miguel Potes","raw_affiliation_strings":["Departamento de F\u00edsica, Escola de Ci\u00eancias e Tecnologia (ECT), Universidade de \u00c9vora, Rua Rom\u00e3o Ramalho, 7000-671 \u00c9vora, Portugal","Earth Remote Sensing Laboratory (EaRSLab), Universidade de \u00c9vora, Rua Rom\u00e3o Ramalho, 7000-671 \u00c9vora, Portugal","Instituto de Ci\u00eancias da Terra (ICT), Instituto de Investiga\u00e7\u00e3o e Forma\u00e7\u00e3o Avan\u00e7ada (IIFA), Universidade de \u00c9vora, Rua Rom\u00e3o Ramalho, 59, 7000-671 \u00c9vora, Portugal"],"affiliations":[{"raw_affiliation_string":"Departamento de F\u00edsica, Escola de Ci\u00eancias e Tecnologia (ECT), Universidade de \u00c9vora, Rua Rom\u00e3o Ramalho, 7000-671 \u00c9vora, Portugal","institution_ids":["https://openalex.org/I21803372"]},{"raw_affiliation_string":"Earth Remote Sensing Laboratory (EaRSLab), Universidade de \u00c9vora, Rua Rom\u00e3o Ramalho, 7000-671 \u00c9vora, Portugal","institution_ids":["https://openalex.org/I21803372"]},{"raw_affiliation_string":"Instituto de Ci\u00eancias da Terra (ICT), Instituto de Investiga\u00e7\u00e3o e Forma\u00e7\u00e3o Avan\u00e7ada (IIFA), Universidade de \u00c9vora, Rua Rom\u00e3o Ramalho, 59, 7000-671 \u00c9vora, Portugal","institution_ids":["https://openalex.org/I21803372"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009058978","display_name":"Flavio T. Couto","orcid":"https://orcid.org/0000-0003-0175-2100"},"institutions":[{"id":"https://openalex.org/I21803372","display_name":"University of \u00c9vora","ror":"https://ror.org/02gyps716","country_code":"PT","type":"education","lineage":["https://openalex.org/I21803372"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Flavio T. Couto","raw_affiliation_strings":["Departamento de F\u00edsica, Escola de Ci\u00eancias e Tecnologia (ECT), Universidade de \u00c9vora, Rua Rom\u00e3o Ramalho, 7000-671 \u00c9vora, Portugal","Earth Remote Sensing Laboratory (EaRSLab), Universidade de \u00c9vora, Rua Rom\u00e3o Ramalho, 7000-671 \u00c9vora, Portugal","Instituto de Ci\u00eancias da Terra (ICT), Instituto de Investiga\u00e7\u00e3o e Forma\u00e7\u00e3o Avan\u00e7ada (IIFA), Universidade de \u00c9vora, Rua Rom\u00e3o Ramalho, 59, 7000-671 \u00c9vora, Portugal"],"affiliations":[{"raw_affiliation_string":"Departamento de F\u00edsica, Escola de Ci\u00eancias e Tecnologia (ECT), Universidade de \u00c9vora, Rua Rom\u00e3o Ramalho, 7000-671 \u00c9vora, Portugal","institution_ids":["https://openalex.org/I21803372"]},{"raw_affiliation_string":"Earth Remote Sensing Laboratory (EaRSLab), Universidade de \u00c9vora, Rua Rom\u00e3o Ramalho, 7000-671 \u00c9vora, Portugal","institution_ids":["https://openalex.org/I21803372"]},{"raw_affiliation_string":"Instituto de Ci\u00eancias da Terra (ICT), Instituto de Investiga\u00e7\u00e3o e Forma\u00e7\u00e3o Avan\u00e7ada (IIFA), Universidade de \u00c9vora, Rua Rom\u00e3o Ramalho, 59, 7000-671 \u00c9vora, Portugal","institution_ids":["https://openalex.org/I21803372"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073159320","display_name":"Mar\u00eda Jo\u00e3o Costa","orcid":null},"institutions":[{"id":"https://openalex.org/I21803372","display_name":"University of \u00c9vora","ror":"https://ror.org/02gyps716","country_code":"PT","type":"education","lineage":["https://openalex.org/I21803372"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Maria Jo\u00e3o Costa","raw_affiliation_strings":["Departamento de F\u00edsica, Escola de Ci\u00eancias e Tecnologia (ECT), Universidade de \u00c9vora, Rua Rom\u00e3o Ramalho, 7000-671 \u00c9vora, Portugal","Earth Remote Sensing Laboratory (EaRSLab), Universidade de \u00c9vora, Rua Rom\u00e3o Ramalho, 7000-671 \u00c9vora, Portugal","Instituto de Ci\u00eancias da Terra (ICT), Instituto de Investiga\u00e7\u00e3o e Forma\u00e7\u00e3o Avan\u00e7ada (IIFA), Universidade de \u00c9vora, Rua Rom\u00e3o Ramalho, 59, 7000-671 \u00c9vora, Portugal"],"affiliations":[{"raw_affiliation_string":"Departamento de F\u00edsica, Escola de Ci\u00eancias e Tecnologia (ECT), Universidade de \u00c9vora, Rua Rom\u00e3o Ramalho, 7000-671 \u00c9vora, Portugal","institution_ids":["https://openalex.org/I21803372"]},{"raw_affiliation_string":"Earth Remote Sensing Laboratory (EaRSLab), Universidade de \u00c9vora, Rua Rom\u00e3o Ramalho, 7000-671 \u00c9vora, Portugal","institution_ids":["https://openalex.org/I21803372"]},{"raw_affiliation_string":"Instituto de Ci\u00eancias da Terra (ICT), Instituto de Investiga\u00e7\u00e3o e Forma\u00e7\u00e3o Avan\u00e7ada (IIFA), Universidade de \u00c9vora, Rua Rom\u00e3o Ramalho, 59, 7000-671 \u00c9vora, Portugal","institution_ids":["https://openalex.org/I21803372"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050761577","display_name":"Susana Dias","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165014","display_name":"Polytechnic Institute of Portalegre","ror":"https://ror.org/05vnksv67","country_code":"PT","type":"education","lineage":["https://openalex.org/I4210165014"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Susana Dias","raw_affiliation_strings":["VALORIZA\u2014Research Centre for Endogenous Resource Valorization, Instituto Polit\u00e9cnico de Portalegre, 7300-110 Portalegre, Portugal"],"affiliations":[{"raw_affiliation_string":"VALORIZA\u2014Research Centre for Endogenous Resource Valorization, Instituto Polit\u00e9cnico de Portalegre, 7300-110 Portalegre, Portugal","institution_ids":["https://openalex.org/I4210165014"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001724678","display_name":"Maria Monteiro","orcid":"https://orcid.org/0000-0003-0046-6399"},"institutions":[{"id":"https://openalex.org/I242975827","display_name":"Portuguese Sea and Atmosphere Institute","ror":"https://ror.org/01sp7nd78","country_code":"PT","type":"facility","lineage":["https://openalex.org/I242975827"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Maria Jos\u00e9 Monteiro","raw_affiliation_strings":["Instituto Portugu\u00eas do Mar e da Atmosfera I.P., Rua C do Aeroporto, 1749-077 Lisboa, Portugal"],"affiliations":[{"raw_affiliation_string":"Instituto Portugu\u00eas do Mar e da Atmosfera I.P., Rua C do Aeroporto, 1749-077 Lisboa, Portugal","institution_ids":["https://openalex.org/I242975827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043591206","display_name":"Nuno Ribeiro","orcid":"https://orcid.org/0000-0002-6884-2808"},"institutions":[{"id":"https://openalex.org/I21803372","display_name":"University of \u00c9vora","ror":"https://ror.org/02gyps716","country_code":"PT","type":"education","lineage":["https://openalex.org/I21803372"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Nuno de Almeida Ribeiro","raw_affiliation_strings":["Departamento de Fitotecnia, Escola de Ci\u00eancias e Tecnologia (ECT), Universidade de \u00c9vora, P\u00f3lo da Mitra Ap. 94, 7002-554 \u00c9vora, Portugal","Instituto de Ci\u00eancias da Terra (ICT), Instituto de Investiga\u00e7\u00e3o e Forma\u00e7\u00e3o Avan\u00e7ada (IIFA), Universidade de \u00c9vora, Rua Rom\u00e3o Ramalho, 59, 7000-671 \u00c9vora, Portugal"],"affiliations":[{"raw_affiliation_string":"Departamento de Fitotecnia, Escola de Ci\u00eancias e Tecnologia (ECT), Universidade de \u00c9vora, P\u00f3lo da Mitra Ap. 94, 7002-554 \u00c9vora, Portugal","institution_ids":["https://openalex.org/I21803372"]},{"raw_affiliation_string":"Instituto de Ci\u00eancias da Terra (ICT), Instituto de Investiga\u00e7\u00e3o e Forma\u00e7\u00e3o Avan\u00e7ada (IIFA), Universidade de \u00c9vora, Rua Rom\u00e3o Ramalho, 59, 7000-671 \u00c9vora, Portugal","institution_ids":["https://openalex.org/I21803372"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075265502","display_name":"Rui Salgado","orcid":"https://orcid.org/0000-0003-1311-6291"},"institutions":[{"id":"https://openalex.org/I21803372","display_name":"University of \u00c9vora","ror":"https://ror.org/02gyps716","country_code":"PT","type":"education","lineage":["https://openalex.org/I21803372"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Rui Salgado","raw_affiliation_strings":["Departamento de F\u00edsica, Escola de Ci\u00eancias e Tecnologia (ECT), Universidade de \u00c9vora, Rua Rom\u00e3o Ramalho, 7000-671 \u00c9vora, Portugal","Earth Remote Sensing Laboratory (EaRSLab), Universidade de \u00c9vora, Rua Rom\u00e3o Ramalho, 7000-671 \u00c9vora, Portugal","Instituto de Ci\u00eancias da Terra (ICT), Instituto de Investiga\u00e7\u00e3o e Forma\u00e7\u00e3o Avan\u00e7ada (IIFA), Universidade de \u00c9vora, Rua Rom\u00e3o Ramalho, 59, 7000-671 \u00c9vora, Portugal"],"affiliations":[{"raw_affiliation_string":"Departamento de F\u00edsica, Escola de Ci\u00eancias e Tecnologia (ECT), Universidade de \u00c9vora, Rua Rom\u00e3o Ramalho, 7000-671 \u00c9vora, Portugal","institution_ids":["https://openalex.org/I21803372"]},{"raw_affiliation_string":"Earth Remote Sensing Laboratory (EaRSLab), Universidade de \u00c9vora, Rua Rom\u00e3o Ramalho, 7000-671 \u00c9vora, Portugal","institution_ids":["https://openalex.org/I21803372"]},{"raw_affiliation_string":"Instituto de Ci\u00eancias da Terra (ICT), Instituto de Investiga\u00e7\u00e3o e Forma\u00e7\u00e3o Avan\u00e7ada (IIFA), Universidade de \u00c9vora, Rua Rom\u00e3o Ramalho, 59, 7000-671 \u00c9vora, Portugal","institution_ids":["https://openalex.org/I21803372"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5019167721"],"corresponding_institution_ids":["https://openalex.org/I21803372"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":0.2777,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.5978702,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"16","issue":"23","first_page":"4434","last_page":"4434"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10555","display_name":"Fire effects on ecosystems","score":0.9988999962806702,"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"}},"topics":[{"id":"https://openalex.org/T10555","display_name":"Fire effects on ecosystems","score":0.9988999962806702,"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/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/T13890","display_name":"Remote Sensing and Land Use","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.6806510090827942},{"id":"https://openalex.org/keywords/water-content","display_name":"Water content","score":0.5875359177589417},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5456006526947021},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.5004463195800781},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.16136938333511353},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1401970088481903}],"concepts":[{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6806510090827942},{"id":"https://openalex.org/C24939127","wikidata":"https://www.wikidata.org/wiki/Q373499","display_name":"Water content","level":2,"score":0.5875359177589417},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5456006526947021},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.5004463195800781},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.16136938333511353},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1401970088481903},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs16234434","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16234434","pdf_url":null,"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:doaj.org/article:7d410a679bf5447ab757e901afca4739","is_oa":true,"landing_page_url":"https://doaj.org/article/7d410a679bf5447ab757e901afca4739","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 23, p 4434 (2024)","raw_type":"article"},{"id":"pmh:oai:dspace.uevora.pt:10174/37919","is_oa":true,"landing_page_url":"http://hdl.handle.net/10174/37919","pdf_url":null,"source":{"id":"https://openalex.org/S4306401462","display_name":"Repositorio Universidade de \u00c9vora (Universidade de \u00c9vora)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I21803372","host_organization_name":"University of \u00c9vora","host_organization_lineage":["https://openalex.org/I21803372"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"journal article"}],"best_oa_location":{"id":"doi:10.3390/rs16234434","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16234434","pdf_url":null,"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","score":0.5400000214576721,"id":"https://metadata.un.org/sdg/15"},{"display_name":"Clean water and sanitation","score":0.4099999964237213,"id":"https://metadata.un.org/sdg/6"}],"awards":[{"id":"https://openalex.org/G1670331398","display_name":null,"funder_award_id":"2022.11960.BD","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G2066051840","display_name":null,"funder_award_id":"UIDP/04683/2020","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G3312617840","display_name":null,"funder_award_id":"PCIF/MPG/0175/2019","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G3635866101","display_name":null,"funder_award_id":"UIDP/04683/2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G4236446690","display_name":null,"funder_award_id":"UIDB/04683/2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G4365926002","display_name":null,"funder_award_id":"UIDB/04683/2020","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G6616171556","display_name":null,"funder_award_id":"PCIF/MPG/0175/2019","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G6712291374","display_name":null,"funder_award_id":"2022.11960.BD","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8327072697","display_name":null,"funder_award_id":"0139_FIREPOCTEP_MAS_6_E","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G932653940","display_name":null,"funder_award_id":"0139_FIREPOCTEP_MAS_6_E","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320334779","display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","ror":"https://ror.org/00snfqn58"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1982065341","https://openalex.org/W1994749557","https://openalex.org/W2046266536","https://openalex.org/W2056496234","https://openalex.org/W2058745315","https://openalex.org/W2071540364","https://openalex.org/W2072431848","https://openalex.org/W2082128961","https://openalex.org/W2083347302","https://openalex.org/W2096149767","https://openalex.org/W2098900989","https://openalex.org/W2168338454","https://openalex.org/W2492628054","https://openalex.org/W2597944323","https://openalex.org/W2624624687","https://openalex.org/W2772130973","https://openalex.org/W2793310071","https://openalex.org/W2911964244","https://openalex.org/W2941599592","https://openalex.org/W2947963641","https://openalex.org/W2968457732","https://openalex.org/W3055975969","https://openalex.org/W3104246734","https://openalex.org/W3108528325","https://openalex.org/W3153034277","https://openalex.org/W3200867748","https://openalex.org/W3201532281","https://openalex.org/W3203310834","https://openalex.org/W4225263990","https://openalex.org/W4233909369","https://openalex.org/W4297957988","https://openalex.org/W4306362206","https://openalex.org/W4308532084","https://openalex.org/W4317392725","https://openalex.org/W4319080936","https://openalex.org/W4361266070","https://openalex.org/W4381486854","https://openalex.org/W4382941193","https://openalex.org/W4385172496","https://openalex.org/W4386221230","https://openalex.org/W4392911407","https://openalex.org/W4393730389","https://openalex.org/W4393938397","https://openalex.org/W4395050385","https://openalex.org/W6853553368"],"related_works":["https://openalex.org/W2121524756","https://openalex.org/W782553550","https://openalex.org/W1987967678","https://openalex.org/W2633218168","https://openalex.org/W4235897794","https://openalex.org/W2059707233","https://openalex.org/W1983126463","https://openalex.org/W2085738998","https://openalex.org/W2095126257","https://openalex.org/W1885452192"],"abstract_inverted_index":{"Water":[0],"content":[1,66,83],"is":[2,16,29,57,278],"one":[3],"of":[4,26,118,236],"the":[5,22,33,78,96,111,116,141,149,161,167,204,217,226,234,239,250,257,283,297],"most":[6],"critical":[7],"characteristics":[8],"in":[9,20,249],"plant":[10],"physiological":[11],"development.":[12],"Therefore,":[13],"this":[14],"information":[15,47,247],"a":[17,88,100,177,209,274],"crucial":[18],"factor":[19],"determining":[21],"water":[23,65],"stress":[24],"conditions":[25],"vegetation,":[27],"which":[28],"essential":[30],"for":[31,45,62],"assessing":[32],"wildfire":[34],"risk":[35],"and":[36,70,132,170,199,252],"land":[37],"management":[38],"decision-making.":[39],"Remote":[40],"sensing":[41,91,294],"can":[42],"be":[43],"vital":[44],"obtaining":[46],"over":[48,110],"large,":[49],"limited":[50],"access":[51],"areas":[52],"with":[53,106,273],"global":[54],"coverage.":[55],"This":[56,73,121,265,285],"important":[58],"since":[59],"conventional":[60],"techniques":[61],"collecting":[63],"vegetation":[64,79],"are":[67],"expensive,":[68],"time-consuming,":[69],"spatially":[71],"limited.":[72],"work":[74,122,286],"aims":[75],"to":[76,139,215,233,280],"evaluate":[77],"live":[80],"fuel":[81],"moisture":[82],"(LFMC)":[84],"seasonal":[85],"variability":[86],"using":[87,148],"multiscale":[89],"remote":[90,293],"approach,":[92],"particularly":[93],"on":[94,194,200,238],"rockroses,":[95],"Cistus":[97],"ladanifer":[98],"species,":[99],"Western":[101],"Mediterranean":[102],"basin":[103],"native":[104],"species":[105],"wide":[107],"spatial":[108,290],"distribution,":[109],"Herdade":[112],"da":[113],"Mitra":[114],"at":[115],"University":[117],"\u00c9vora,":[119],"Portugal.":[120],"used":[123,138,214],"four":[124],"dataset":[125],"sources,":[126],"collected":[127],"monthly":[128],"between":[129],"June":[130],"2022":[131],"July":[133],"2023:":[134],"(i)":[135],"Vegetation":[136,144],"samples":[137],"calculate":[140],"LFMC;":[142],"(ii)":[143],"reflectance":[145],"spectral":[146,255,271],"signature":[147],"portable":[150],"spectroradiometer":[151],"FieldSpec":[152],"HandHeld-2":[153],"(HH2);":[154],"(iii)":[155],"Multispectral":[156,162,172,186],"optical":[157,173],"imagery":[158,174],"obtained":[159],"from":[160,176,196,292],"Instrument":[163],"(MSI)":[164],"sensor":[165,221,224],"onboard":[166,179],"Sentinel-2":[168],"satellite;":[169],"(iv)":[171],"derived":[175],"camera":[178],"an":[180],"Unmanned":[181],"Aerial":[182],"Vehicle":[183],"Phantom":[184],"4":[185],"(P4M).":[187],"Several":[188],"temporal":[189],"analyses":[190],"were":[191],"performed":[192],"based":[193],"datasets":[195],"different":[197,289],"sensors":[198],"their":[201],"intercomparison.":[202],"Furthermore,":[203],"Random":[205],"Forest":[206],"(RF)":[207],"classifier,":[208,276],"machine":[210,301],"learning":[211,302],"model,":[212],"was":[213],"estimate":[216,282],"LFMC":[218,298],"considering":[219],"each":[220],"approach.":[222],"MSI":[223],"presented":[225],"best":[227],"results":[228,261],"(R2":[229,262],"=":[230,263],"0.94)":[231],"due":[232],"presence":[235],"bands":[237],"Short-Wave":[240],"Infrared":[241,254],"Imagery":[242],"region.":[243],"However,":[244],"despite":[245],"having":[246],"only":[248],"Visible":[251],"Near":[253],"regions,":[256],"HH2":[258],"presents":[259],"promising":[260],"0.86).":[264],"suggests":[266],"that":[267],"by":[268],"combining":[269],"these":[270],"regions":[272],"RF":[275],"it":[277],"possible":[279],"effectively":[281],"LFMC.":[284],"shows":[287],"how":[288],"scales,":[291],"observations,":[295],"affect":[296],"estimation":[299],"through":[300],"techniques.":[303]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}