{"id":"https://openalex.org/W4313467543","doi":"https://doi.org/10.3390/rs15010017","title":"Combining Hyperspectral, LiDAR, and Forestry Data to Characterize Riparian Forests along Age and Hydrological Gradients","display_name":"Combining Hyperspectral, LiDAR, and Forestry Data to Characterize Riparian Forests along Age and Hydrological Gradients","publication_year":2022,"publication_date":"2022-12-21","ids":{"openalex":"https://openalex.org/W4313467543","doi":"https://doi.org/10.3390/rs15010017"},"language":"en","primary_location":{"id":"doi:10.3390/rs15010017","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15010017","pdf_url":"https://www.mdpi.com/2072-4292/15/1/17/pdf?version=1672303882","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://www.mdpi.com/2072-4292/15/1/17/pdf?version=1672303882","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083494960","display_name":"Julien Godfroy","orcid":"https://orcid.org/0000-0001-8203-288X"},"institutions":[{"id":"https://openalex.org/I100532134","display_name":"Universit\u00e9 Claude Bernard Lyon 1","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I113428412","display_name":"\u00c9cole Normale Sup\u00e9rieure de Lyon","ror":"https://ror.org/04zmssz18","country_code":"FR","type":"education","lineage":["https://openalex.org/I113428412","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210116847","display_name":"Environnement, ville, soci\u00e9t\u00e9","ror":"https://ror.org/0256r1e04","country_code":"FR","type":"facility","lineage":["https://openalex.org/I113428412","https://openalex.org/I1294671590","https://openalex.org/I188626449","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I205703379","https://openalex.org/I3019848993","https://openalex.org/I4210116847","https://openalex.org/I4210161214","https://openalex.org/I4210166914","https://openalex.org/I4405259976","https://openalex.org/I48430043","https://openalex.org/I874609350"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Julien Godfroy","raw_affiliation_strings":["CNRS, UMR 5600 Environnement Ville Soci\u00e9t\u00e9, ENS de Lyon, University of Lyon, F69342 Lyon, France"],"affiliations":[{"raw_affiliation_string":"CNRS, UMR 5600 Environnement Ville Soci\u00e9t\u00e9, ENS de Lyon, University of Lyon, F69342 Lyon, France","institution_ids":["https://openalex.org/I4210116847","https://openalex.org/I100532134","https://openalex.org/I113428412","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054198563","display_name":"J\u00e9r\u00f4me Lejot","orcid":"https://orcid.org/0009-0000-2916-359X"},"institutions":[{"id":"https://openalex.org/I100532134","display_name":"Universit\u00e9 Claude Bernard Lyon 1","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I188626449","display_name":"Universit\u00e9 Lumi\u00e8re Lyon 2","ror":"https://ror.org/03rth4p18","country_code":"FR","type":"education","lineage":["https://openalex.org/I188626449","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I4210116847","display_name":"Environnement, ville, soci\u00e9t\u00e9","ror":"https://ror.org/0256r1e04","country_code":"FR","type":"facility","lineage":["https://openalex.org/I113428412","https://openalex.org/I1294671590","https://openalex.org/I188626449","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I205703379","https://openalex.org/I3019848993","https://openalex.org/I4210116847","https://openalex.org/I4210161214","https://openalex.org/I4210166914","https://openalex.org/I4405259976","https://openalex.org/I48430043","https://openalex.org/I874609350"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"J\u00e9r\u00f4me Lejot","raw_affiliation_strings":["CNRS, UMR 5600 Environnement Ville Soci\u00e9t\u00e9, University of Lyon, Universit\u00e9 Lumi\u00e8re Lyon 2, F69342 Lyon, France"],"affiliations":[{"raw_affiliation_string":"CNRS, UMR 5600 Environnement Ville Soci\u00e9t\u00e9, University of Lyon, Universit\u00e9 Lumi\u00e8re Lyon 2, F69342 Lyon, France","institution_ids":["https://openalex.org/I4210116847","https://openalex.org/I188626449","https://openalex.org/I100532134","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024789982","display_name":"Luca Demarchi","orcid":"https://orcid.org/0000-0003-4940-7111"},"institutions":[{"id":"https://openalex.org/I27912750","display_name":"Wroc\u0142aw University of Environmental and Life Sciences","ror":"https://ror.org/05cs8k179","country_code":"PL","type":"education","lineage":["https://openalex.org/I27912750"]},{"id":"https://openalex.org/I4210102819","display_name":"Planetek Italia","ror":"https://ror.org/01a1kj410","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210102819"]}],"countries":["IT","PL"],"is_corresponding":false,"raw_author_name":"Luca Demarchi","raw_affiliation_strings":["Institute of Geodesy and Geoinformatics, Wroclaw University of Environmental and Life Sciences, 50-375 Wroclaw, Poland","Planetek Italia s.r.l., 70132 Bari, Italy"],"affiliations":[{"raw_affiliation_string":"Institute of Geodesy and Geoinformatics, Wroclaw University of Environmental and Life Sciences, 50-375 Wroclaw, Poland","institution_ids":["https://openalex.org/I27912750"]},{"raw_affiliation_string":"Planetek Italia s.r.l., 70132 Bari, Italy","institution_ids":["https://openalex.org/I4210102819"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032373497","display_name":"Simone Bizzi","orcid":"https://orcid.org/0000-0002-0588-826X"},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Simone Bizzi","raw_affiliation_strings":["Department of Geosciences, University of Padova, 35122 Padua, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Geosciences, University of Padova, 35122 Padua, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005777072","display_name":"Kristell Michel","orcid":"https://orcid.org/0000-0003-2786-1516"},"institutions":[{"id":"https://openalex.org/I100532134","display_name":"Universit\u00e9 Claude Bernard Lyon 1","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I113428412","display_name":"\u00c9cole Normale Sup\u00e9rieure de Lyon","ror":"https://ror.org/04zmssz18","country_code":"FR","type":"education","lineage":["https://openalex.org/I113428412","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210116847","display_name":"Environnement, ville, soci\u00e9t\u00e9","ror":"https://ror.org/0256r1e04","country_code":"FR","type":"facility","lineage":["https://openalex.org/I113428412","https://openalex.org/I1294671590","https://openalex.org/I188626449","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I205703379","https://openalex.org/I3019848993","https://openalex.org/I4210116847","https://openalex.org/I4210161214","https://openalex.org/I4210166914","https://openalex.org/I4405259976","https://openalex.org/I48430043","https://openalex.org/I874609350"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Kristell Michel","raw_affiliation_strings":["CNRS, UMR 5600 Environnement Ville Soci\u00e9t\u00e9, ENS de Lyon, University of Lyon, F69342 Lyon, France"],"affiliations":[{"raw_affiliation_string":"CNRS, UMR 5600 Environnement Ville Soci\u00e9t\u00e9, ENS de Lyon, University of Lyon, F69342 Lyon, France","institution_ids":["https://openalex.org/I4210116847","https://openalex.org/I100532134","https://openalex.org/I113428412","https://openalex.org/I1294671590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020417939","display_name":"Herv\u00e9 Pi\u00e9gay","orcid":null},"institutions":[{"id":"https://openalex.org/I100532134","display_name":"Universit\u00e9 Claude Bernard Lyon 1","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I113428412","display_name":"\u00c9cole Normale Sup\u00e9rieure de Lyon","ror":"https://ror.org/04zmssz18","country_code":"FR","type":"education","lineage":["https://openalex.org/I113428412","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210116847","display_name":"Environnement, ville, soci\u00e9t\u00e9","ror":"https://ror.org/0256r1e04","country_code":"FR","type":"facility","lineage":["https://openalex.org/I113428412","https://openalex.org/I1294671590","https://openalex.org/I188626449","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I205703379","https://openalex.org/I3019848993","https://openalex.org/I4210116847","https://openalex.org/I4210161214","https://openalex.org/I4210166914","https://openalex.org/I4405259976","https://openalex.org/I48430043","https://openalex.org/I874609350"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Herv\u00e9 Pi\u00e9gay","raw_affiliation_strings":["CNRS, UMR 5600 Environnement Ville Soci\u00e9t\u00e9, ENS de Lyon, University of Lyon, F69342 Lyon, France"],"affiliations":[{"raw_affiliation_string":"CNRS, UMR 5600 Environnement Ville Soci\u00e9t\u00e9, ENS de Lyon, University of Lyon, F69342 Lyon, France","institution_ids":["https://openalex.org/I4210116847","https://openalex.org/I100532134","https://openalex.org/I113428412","https://openalex.org/I1294671590"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5083494960"],"corresponding_institution_ids":["https://openalex.org/I100532134","https://openalex.org/I113428412","https://openalex.org/I1294671590","https://openalex.org/I4210116847"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":0.8655,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.69183813,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"15","issue":"1","first_page":"17","last_page":"17"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9997000098228455,"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"}},{"id":"https://openalex.org/T10577","display_name":"Hydrology and Sediment Transport Processes","score":0.9991999864578247,"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/T10889","display_name":"Soil erosion and sediment transport","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1111","display_name":"Soil 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/riparian-zone","display_name":"Riparian zone","score":0.6478543281555176},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.6395989060401917},{"id":"https://openalex.org/keywords/lidar","display_name":"Lidar","score":0.6177833080291748},{"id":"https://openalex.org/keywords/riparian-forest","display_name":"Riparian forest","score":0.542069137096405},{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.44511282444000244},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.44304099678993225},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.42867010831832886},{"id":"https://openalex.org/keywords/canopy","display_name":"Canopy","score":0.42536187171936035},{"id":"https://openalex.org/keywords/physical-geography","display_name":"Physical geography","score":0.4203014373779297},{"id":"https://openalex.org/keywords/hydrology","display_name":"Hydrology (agriculture)","score":0.4121936857700348},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.24826622009277344},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.239096999168396},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.2096962332725525},{"id":"https://openalex.org/keywords/habitat","display_name":"Habitat","score":0.07775065302848816}],"concepts":[{"id":"https://openalex.org/C11731853","wikidata":"https://www.wikidata.org/wiki/Q13360049","display_name":"Riparian zone","level":3,"score":0.6478543281555176},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6395989060401917},{"id":"https://openalex.org/C51399673","wikidata":"https://www.wikidata.org/wiki/Q504027","display_name":"Lidar","level":2,"score":0.6177833080291748},{"id":"https://openalex.org/C149712012","wikidata":"https://www.wikidata.org/wiki/Q11177275","display_name":"Riparian forest","level":4,"score":0.542069137096405},{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.44511282444000244},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.44304099678993225},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.42867010831832886},{"id":"https://openalex.org/C101000010","wikidata":"https://www.wikidata.org/wiki/Q5033434","display_name":"Canopy","level":2,"score":0.42536187171936035},{"id":"https://openalex.org/C100970517","wikidata":"https://www.wikidata.org/wiki/Q52107","display_name":"Physical geography","level":1,"score":0.4203014373779297},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.4121936857700348},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.24826622009277344},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.239096999168396},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.2096962332725525},{"id":"https://openalex.org/C185933670","wikidata":"https://www.wikidata.org/wiki/Q52105","display_name":"Habitat","level":2,"score":0.07775065302848816},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.0},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","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/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/rs15010017","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15010017","pdf_url":"https://www.mdpi.com/2072-4292/15/1/17/pdf?version=1672303882","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:HAL:hal-03928654v1","is_oa":true,"landing_page_url":"https://hal.science/hal-03928654","pdf_url":null,"source":{"id":"https://openalex.org/S4406922466","display_name":"SPIRE - Sciences Po Institutional 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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, 2023, 15 (1), pp.17. &#x27E8;10.3390/rs15010017&#x27E9;","raw_type":"Journal articles"},{"id":"pmh:oai:doaj.org/article:eb4db46334b64e13bc7ac9124f63e836","is_oa":true,"landing_page_url":"https://doaj.org/article/eb4db46334b64e13bc7ac9124f63e836","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 15, Iss 1, p 17 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/15/1/17/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs15010017","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing; Volume 15; Issue 1; Pages: 17","raw_type":"Text"},{"id":"pmh:oai:www.research.unipd.it:11577/3465425","is_oa":true,"landing_page_url":"https://hdl.handle.net/11577/3465425","pdf_url":null,"source":{"id":"https://openalex.org/S4377196283","display_name":"Research Padua  Archive (University of Padua)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I138689650","host_organization_name":"University of Padua","host_organization_lineage":["https://openalex.org/I138689650"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.3390/rs15010017","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15010017","pdf_url":"https://www.mdpi.com/2072-4292/15/1/17/pdf?version=1672303882","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":[{"score":0.44999998807907104,"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15"},{"score":0.4399999976158142,"display_name":"Clean water and sanitation","id":"https://metadata.un.org/sdg/6"}],"awards":[{"id":"https://openalex.org/G2659019386","display_name":null,"funder_award_id":"ANR-17-EURE-","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G2965513246","display_name":null,"funder_award_id":"ANR-17-EURE-0018","funder_id":"https://openalex.org/F4320322511","funder_display_name":"Narodowe Centrum Nauki"},{"id":"https://openalex.org/G3031783063","display_name":null,"funder_award_id":"ANR-17-EURE-0018","funder_id":"https://openalex.org/F4320326804","funder_display_name":"Universit\u00e9 de Lyon"},{"id":"https://openalex.org/G3335229504","display_name":null,"funder_award_id":"Avenir","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G3536102765","display_name":null,"funder_award_id":"UMO-2017/25/B/ST10/0967","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G5764027818","display_name":null,"funder_award_id":"ANR-17-EUR","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G5912270303","display_name":null,"funder_award_id":"ANR-17-EURE-001","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G6462732168","display_name":null,"funder_award_id":"diterran\u00e9","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G6464029900","display_name":null,"funder_award_id":"NE/S013377/1","funder_id":"https://openalex.org/F4320334631","funder_display_name":"Natural Environment Research Council"},{"id":"https://openalex.org/G6803667113","display_name":null,"funder_award_id":"ANR-17","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G7223643852","display_name":null,"funder_award_id":"ANR-17-EURE-0018","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G8166145785","display_name":null,"funder_award_id":"NE/S013377/1","funder_id":"https://openalex.org/F4320320022","funder_display_name":"Sight Research UK"},{"id":"https://openalex.org/G8348759077","display_name":null,"funder_award_id":"UMO-2017/25/B/ST10/0967","funder_id":"https://openalex.org/F4320322511","funder_display_name":"Narodowe Centrum Nauki"}],"funders":[{"id":"https://openalex.org/F4320320022","display_name":"Sight Research UK","ror":"https://ror.org/03z2py885"},{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"},{"id":"https://openalex.org/F4320322511","display_name":"Narodowe Centrum Nauki","ror":"https://ror.org/03ha2q922"},{"id":"https://openalex.org/F4320322650","display_name":"Narodowym Centrum Nauki","ror":"https://ror.org/03ha2q922"},{"id":"https://openalex.org/F4320326804","display_name":"Universit\u00e9 de Lyon","ror":"https://ror.org/01rk35k63"},{"id":"https://openalex.org/F4320334631","display_name":"Natural Environment Research Council","ror":"https://ror.org/02b5d8509"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4313467543.pdf","grobid_xml":"https://content.openalex.org/works/W4313467543.grobid-xml"},"referenced_works_count":75,"referenced_works":["https://openalex.org/W1139598195","https://openalex.org/W1520929741","https://openalex.org/W1591769809","https://openalex.org/W1608191991","https://openalex.org/W1960923642","https://openalex.org/W1965362203","https://openalex.org/W1967621805","https://openalex.org/W1969566724","https://openalex.org/W1971023834","https://openalex.org/W1975873328","https://openalex.org/W1978617972","https://openalex.org/W1982708909","https://openalex.org/W1984860155","https://openalex.org/W1985555755","https://openalex.org/W1991305785","https://openalex.org/W1993506271","https://openalex.org/W2007522504","https://openalex.org/W2009055995","https://openalex.org/W2022785155","https://openalex.org/W2027666501","https://openalex.org/W2029257298","https://openalex.org/W2031372619","https://openalex.org/W2036003376","https://openalex.org/W2041887837","https://openalex.org/W2049398443","https://openalex.org/W2059239243","https://openalex.org/W2064077006","https://openalex.org/W2069529316","https://openalex.org/W2072262083","https://openalex.org/W2076358935","https://openalex.org/W2095055020","https://openalex.org/W2099559336","https://openalex.org/W2114006057","https://openalex.org/W2119369571","https://openalex.org/W2120914348","https://openalex.org/W2122710529","https://openalex.org/W2146317308","https://openalex.org/W2168964286","https://openalex.org/W2248139498","https://openalex.org/W2278171753","https://openalex.org/W2338219950","https://openalex.org/W2342031504","https://openalex.org/W2494022581","https://openalex.org/W2504687080","https://openalex.org/W2519669455","https://openalex.org/W2538659350","https://openalex.org/W2558380412","https://openalex.org/W2566569485","https://openalex.org/W2616070863","https://openalex.org/W2733023729","https://openalex.org/W2892177252","https://openalex.org/W2898237432","https://openalex.org/W2898859577","https://openalex.org/W2905268483","https://openalex.org/W2913300696","https://openalex.org/W2943234275","https://openalex.org/W2954718871","https://openalex.org/W3015903713","https://openalex.org/W3016546092","https://openalex.org/W3020832107","https://openalex.org/W3023789500","https://openalex.org/W3088507381","https://openalex.org/W3101026484","https://openalex.org/W3161655478","https://openalex.org/W3163522414","https://openalex.org/W3181677207","https://openalex.org/W4211056572","https://openalex.org/W4285585634","https://openalex.org/W4293235916","https://openalex.org/W4319289039","https://openalex.org/W6627597374","https://openalex.org/W6652592515","https://openalex.org/W6723122182","https://openalex.org/W6724290915","https://openalex.org/W6849296793"],"related_works":["https://openalex.org/W2146763786","https://openalex.org/W2426001999","https://openalex.org/W3122282193","https://openalex.org/W2135434061","https://openalex.org/W4288729923","https://openalex.org/W2799583698","https://openalex.org/W1554762289","https://openalex.org/W2068844636","https://openalex.org/W4377142919","https://openalex.org/W2056716848"],"abstract_inverted_index":{"Riparian":[0],"forests":[1],"are":[2,35,82,137],"complex":[3],"ecosystems":[4],"shaped":[5],"by":[6,260],"their":[7],"connectivity":[8,182,233],"to":[9,74,84,147,176,192,242,276],"a":[10,15,41,58,101,244,294],"river":[11],"system,":[12],"which":[13,287],"produces":[14],"mosaic":[16],"of":[17,22,62,71,103,167,180,208,251,264,301,307],"ages":[18,105],"and":[19,38,46,54,76,90,96,106,125,129,145,155,187,201,220,222,254],"species.":[20],"Because":[21],"increasing":[23,308],"anthropic":[24,309],"pressure":[25],"from":[26,40],"factors":[27],"such":[28,78,93],"as":[29,94],"damming":[30],"or":[31],"climate":[32],"change,":[33],"they":[34],"often":[36],"endangered":[37],"suffer":[39],"drop":[42],"in":[43,87,139,151,162,190,224,231,304],"groundwater":[44],"accessibility":[45],"increased":[47],"water":[48,98],"stress.":[49],"By":[50],"combining":[51],"hyperspectral,":[52],"LiDAR,":[53],"forestry":[55],"datasets":[56,81],"along":[57,100],"20":[59],"km":[60],"corridor":[61],"the":[63,69,126,140,168,178,194,198,205,209,229,249,262,299,305],"Ain":[64],"River,":[65],"this":[66],"paper":[67],"assesses":[68],"ability":[70],"remote":[72,239],"sensing":[73,240],"characterize":[75],"monitor":[77],"environments.":[79],"These":[80],"used":[83],"investigate":[85],"changes":[86],"site":[88],"conditions":[89,112,259],"forest":[91,122,127,134,172,181,213,258,266,279],"characteristics,":[92],"height":[95],"canopy":[97],"content,":[99],"gradient":[102],"ecosystem":[104],"for":[107,247,297],"reaches":[108],"under":[109],"distinct":[110],"geomorphic":[111,206,236],"(shifting,":[113],"sediment-starved,":[114],"incised).":[115],"The":[116,211],"data":[117,285,291],"show":[118],"that,":[119],"over":[120],"time,":[121],"patches":[123,135,166],"aggrade,":[124],"grows":[128],"becomes":[130],"more":[131,144,153],"post-pioneer.":[132],"However,":[133],"that":[136,227,289],"located":[138],"incised":[141],"reach":[142,199],"aggrade":[143],"appear":[146],"be":[148,243],"less":[149],"developed":[150],"height,":[152],"stressed,":[154],"feature":[156],"species":[157],"compositions":[158],"reflecting":[159],"dryer":[160,265],"conditions,":[161],"comparison":[163],"with":[164,183,204],"better-connected":[165],"same":[169],"age.":[170],"Random":[171],"analysis":[173],"was":[174,272],"applied":[175],"predict":[177],"indicators":[179],"remotely":[184],"sensed":[185],"LIDAR":[186],"hyperspectral":[188,284],"data,":[189],"order":[191],"identify":[193],"spatial":[195,225],"trends":[196,226],"at":[197],"scale":[200],"compare":[202],"them":[203],"segmentation":[207],"river.":[210],"random":[212],"classifications":[214],"achieved":[215,273],"an":[216],"accuracy":[217,271],"between":[218,234],"80%":[219],"90%":[221],"resulted":[223],"highlighted":[228],"differences":[230],"hydrological":[232],"differing":[235],"conditions.":[237],"Overall,":[238],"appears":[241],"good":[245,270],"tool":[246,296],"characterizing":[248],"impact":[250],"channel":[252],"incisions":[253],"adjustments":[255],"on":[256],"riparian":[257,302],"identifying":[261],"locations":[263],"patches.":[267],"In":[268],"addition,":[269],"when":[274,282],"attempting":[275],"classify":[277],"these":[278],"patches,":[280],"even":[281],"using":[283],"alone,":[286],"suggests":[288],"satellite":[290],"could":[292],"become":[293],"powerful":[295],"monitoring":[298],"health":[300],"forests,":[303],"context":[306],"pressures.":[310]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}
