{"id":"https://openalex.org/W3166213822","doi":"https://doi.org/10.3390/rs13122276","title":"Sentinel-2 Remote Sensed Image Classification with Patchwise Trained ConvNets for Grassland Habitat Discrimination","display_name":"Sentinel-2 Remote Sensed Image Classification with Patchwise Trained ConvNets for Grassland Habitat Discrimination","publication_year":2021,"publication_date":"2021-06-10","ids":{"openalex":"https://openalex.org/W3166213822","doi":"https://doi.org/10.3390/rs13122276","mag":"3166213822"},"language":"en","primary_location":{"id":"doi:10.3390/rs13122276","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13122276","pdf_url":"https://www.mdpi.com/2072-4292/13/12/2276/pdf?version=1623407296","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/2072-4292/13/12/2276/pdf?version=1623407296","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032313914","display_name":"Paolo Fazzini","orcid":null},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210158892","display_name":"Institute of Atmospheric Pollution Research","ror":"https://ror.org/05hky6p02","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210155236","https://openalex.org/I4210158892"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Paolo Fazzini","raw_affiliation_strings":["Institute of Atmospheric Pollution Research (IIA), National Research Council (CNR), Via Salaria Km 29 300, 00015 Monterotondo, Italy"],"affiliations":[{"raw_affiliation_string":"Institute of Atmospheric Pollution Research (IIA), National Research Council (CNR), Via Salaria Km 29 300, 00015 Monterotondo, Italy","institution_ids":["https://openalex.org/I4210158892","https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063333961","display_name":"Giuseppina De Felice Proia","orcid":"https://orcid.org/0000-0002-7377-4563"},"institutions":[{"id":"https://openalex.org/I116067653","display_name":"University of Rome Tor Vergata","ror":"https://ror.org/02p77k626","country_code":"IT","type":"education","lineage":["https://openalex.org/I116067653"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giuseppina De Felice Proia","raw_affiliation_strings":["Department of Civil Engineering and Computer Science Engineering, University of Rome \u201cTor Vergata\u201d, Via del Politecnico 1, 00133 Rome, Italy","Department of Civil Engineering and Computer Science Engineering, University of Rome \"Tor Vergata\", Via del Politecnico 1, 00133 Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering and Computer Science Engineering, University of Rome \u201cTor Vergata\u201d, Via del Politecnico 1, 00133 Rome, Italy","institution_ids":["https://openalex.org/I116067653"]},{"raw_affiliation_string":"Department of Civil Engineering and Computer Science Engineering, University of Rome \"Tor Vergata\", Via del Politecnico 1, 00133 Rome, Italy","institution_ids":["https://openalex.org/I116067653"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019264761","display_name":"Maria Adamo","orcid":"https://orcid.org/0000-0003-3030-4884"},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210158892","display_name":"Institute of Atmospheric Pollution Research","ror":"https://ror.org/05hky6p02","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210155236","https://openalex.org/I4210158892"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Maria Adamo","raw_affiliation_strings":["Institute of Atmospheric Pollution Research (IIA), National Research Council (CNR), c/o Interateneo Physics Department, Via Amendola 173, 70126 Bari, Italy"],"affiliations":[{"raw_affiliation_string":"Institute of Atmospheric Pollution Research (IIA), National Research Council (CNR), c/o Interateneo Physics Department, Via Amendola 173, 70126 Bari, Italy","institution_ids":["https://openalex.org/I4210155236","https://openalex.org/I4210158892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043896502","display_name":"P. Blonda","orcid":"https://orcid.org/0000-0003-4576-2669"},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210158892","display_name":"Institute of Atmospheric Pollution Research","ror":"https://ror.org/05hky6p02","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210155236","https://openalex.org/I4210158892"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Palma Blonda","raw_affiliation_strings":["Institute of Atmospheric Pollution Research (IIA), National Research Council (CNR), c/o Interateneo Physics Department, Via Amendola 173, 70126 Bari, Italy"],"affiliations":[{"raw_affiliation_string":"Institute of Atmospheric Pollution Research (IIA), National Research Council (CNR), c/o Interateneo Physics Department, Via Amendola 173, 70126 Bari, Italy","institution_ids":["https://openalex.org/I4210155236","https://openalex.org/I4210158892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028828641","display_name":"Francesco Petracchini","orcid":"https://orcid.org/0000-0001-5134-934X"},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210158892","display_name":"Institute of Atmospheric Pollution Research","ror":"https://ror.org/05hky6p02","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210155236","https://openalex.org/I4210158892"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Petracchini","raw_affiliation_strings":["Institute of Atmospheric Pollution Research (IIA), National Research Council (CNR), Via Salaria Km 29 300, 00015 Monterotondo, Italy"],"affiliations":[{"raw_affiliation_string":"Institute of Atmospheric Pollution Research (IIA), National Research Council (CNR), Via Salaria Km 29 300, 00015 Monterotondo, Italy","institution_ids":["https://openalex.org/I4210158892","https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045625131","display_name":"Luigi Forte","orcid":"https://orcid.org/0000-0001-8168-7999"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luigi Forte","raw_affiliation_strings":["Department of Biology\u2014Botanical Garden Museum, University of Bari, Via Orabona 4, 70125 Bari, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Biology\u2014Botanical Garden Museum, University of Bari, Via Orabona 4, 70125 Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009788034","display_name":"Cristina Tarantino","orcid":"https://orcid.org/0000-0003-3304-5355"},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210158892","display_name":"Institute of Atmospheric Pollution Research","ror":"https://ror.org/05hky6p02","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210155236","https://openalex.org/I4210158892"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Cristina Tarantino","raw_affiliation_strings":["Institute of Atmospheric Pollution Research (IIA), National Research Council (CNR), c/o Interateneo Physics Department, Via Amendola 173, 70126 Bari, Italy"],"affiliations":[{"raw_affiliation_string":"Institute of Atmospheric Pollution Research (IIA), National Research Council (CNR), c/o Interateneo Physics Department, Via Amendola 173, 70126 Bari, Italy","institution_ids":["https://openalex.org/I4210155236","https://openalex.org/I4210158892"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5019264761"],"corresponding_institution_ids":["https://openalex.org/I4210155236","https://openalex.org/I4210158892"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.5175,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.81945692,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"13","issue":"12","first_page":"2276","last_page":"2276"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9979000091552734,"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":0.9979000091552734,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9900000095367432,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7382887005805969},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.668397843837738},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6148227453231812},{"id":"https://openalex.org/keywords/multispectral-image","display_name":"Multispectral image","score":0.6037362813949585},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4984884262084961},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.4593110680580139},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.45239654183387756},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4518813192844391},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.43434906005859375},{"id":"https://openalex.org/keywords/multispectral-pattern-recognition","display_name":"Multispectral pattern recognition","score":0.42800503969192505},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.20009294152259827},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1393473744392395}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7382887005805969},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.668397843837738},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6148227453231812},{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.6037362813949585},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4984884262084961},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.4593110680580139},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.45239654183387756},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4518813192844391},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.43434906005859375},{"id":"https://openalex.org/C104541649","wikidata":"https://www.wikidata.org/wiki/Q6935090","display_name":"Multispectral pattern recognition","level":3,"score":0.42800503969192505},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.20009294152259827},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1393473744392395},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/rs13122276","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13122276","pdf_url":"https://www.mdpi.com/2072-4292/13/12/2276/pdf?version=1623407296","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:1deedf1ae3f641e186aef6947f87a274","is_oa":true,"landing_page_url":"https://doaj.org/article/1deedf1ae3f641e186aef6947f87a274","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 13, Iss 12, p 2276 (2021)","raw_type":"article"},{"id":"pmh:oai:iris.uniroma1.it:11573/1603992","is_oa":true,"landing_page_url":"https://hdl.handle.net/11573/1603992","pdf_url":null,"source":{"id":"https://openalex.org/S4377196107","display_name":"IRIS Research product catalog (Sapienza University of Rome)","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":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:mdpi.com:/2072-4292/13/12/2276/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs13122276","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 13; Issue 12; Pages: 2276","raw_type":"Text"},{"id":"pmh:oai:ricerca.uniba.it:11586/369977","is_oa":true,"landing_page_url":"https://hdl.handle.net/11586/369977","pdf_url":null,"source":{"id":"https://openalex.org/S4377196296","display_name":"CINECA IRIS Institutional Research Information System (University of Bari Aldo Moro)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5561750","host_organization_name":"University of Bari Aldo Moro","host_organization_lineage":["https://openalex.org/I5561750"],"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":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.3390/rs13122276","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13122276","pdf_url":"https://www.mdpi.com/2072-4292/13/12/2276/pdf?version=1623407296","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":0.6800000071525574,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G1139736584","display_name":null,"funder_award_id":"820852","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G992877187","display_name":null,"funder_award_id":"820852","funder_id":"https://openalex.org/F4320335254","funder_display_name":"Horizon 2020"}],"funders":[{"id":"https://openalex.org/F4320316414","display_name":"Newlife the Charity for Disabled Children","ror":"https://ror.org/00yh11w37"},{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320335254","display_name":"Horizon 2020","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3166213822.pdf","grobid_xml":"https://content.openalex.org/works/W3166213822.grobid-xml"},"referenced_works_count":69,"referenced_works":["https://openalex.org/W620588988","https://openalex.org/W1912954554","https://openalex.org/W1980146641","https://openalex.org/W1984020445","https://openalex.org/W1987720905","https://openalex.org/W1988522684","https://openalex.org/W2008052903","https://openalex.org/W2015386604","https://openalex.org/W2018257962","https://openalex.org/W2022106816","https://openalex.org/W2028934227","https://openalex.org/W2032896329","https://openalex.org/W2062118960","https://openalex.org/W2076524499","https://openalex.org/W2083213691","https://openalex.org/W2098676252","https://openalex.org/W2111991669","https://openalex.org/W2112796928","https://openalex.org/W2123395732","https://openalex.org/W2131476760","https://openalex.org/W2136612157","https://openalex.org/W2155541015","https://openalex.org/W2163605009","https://openalex.org/W2168809519","https://openalex.org/W2176950688","https://openalex.org/W2184085402","https://openalex.org/W2234703786","https://openalex.org/W2248723555","https://openalex.org/W2252301886","https://openalex.org/W2253429366","https://openalex.org/W2324871268","https://openalex.org/W2341018344","https://openalex.org/W2431738724","https://openalex.org/W2587255645","https://openalex.org/W2618530766","https://openalex.org/W2743142445","https://openalex.org/W2766736793","https://openalex.org/W2769480667","https://openalex.org/W2804846062","https://openalex.org/W2901009738","https://openalex.org/W2901526685","https://openalex.org/W2902055884","https://openalex.org/W2906150950","https://openalex.org/W2913586827","https://openalex.org/W2940726923","https://openalex.org/W2948861672","https://openalex.org/W2973244992","https://openalex.org/W2978632912","https://openalex.org/W2991032411","https://openalex.org/W2999070562","https://openalex.org/W3007923660","https://openalex.org/W3024919957","https://openalex.org/W3037788579","https://openalex.org/W3075555257","https://openalex.org/W3122585208","https://openalex.org/W4256318508","https://openalex.org/W6645190923","https://openalex.org/W6670979182","https://openalex.org/W6679332109","https://openalex.org/W6684191040","https://openalex.org/W6686338971","https://openalex.org/W6688143258","https://openalex.org/W6700709057","https://openalex.org/W6732967308","https://openalex.org/W6746438279","https://openalex.org/W6751919021","https://openalex.org/W6774496864","https://openalex.org/W6777571738","https://openalex.org/W6800865393"],"related_works":["https://openalex.org/W2128126485","https://openalex.org/W4382563209","https://openalex.org/W2124952510","https://openalex.org/W2777937183","https://openalex.org/W2108633818","https://openalex.org/W1752760603","https://openalex.org/W1995889410","https://openalex.org/W4389779246","https://openalex.org/W1517037119","https://openalex.org/W2125510194"],"abstract_inverted_index":{"The":[0],"present":[1],"study":[2],"focuses":[3],"on":[4],"the":[5,28,43,59,70,89,100,148,152,158,161],"use":[6],"of":[7,19,91,111,121,154,160],"Convolutional":[8],"Neural":[9],"Networks":[10],"(CNN":[11],"or":[12],"ConvNet)":[13],"to":[14,22,106],"classify":[15],"a":[16,54,64,155],"multi-seasonal":[17],"dataset":[18],"Sentinel-2":[20],"images":[21],"discriminate":[23],"four":[24],"grassland":[25],"habitats":[26],"in":[27,48,58,63,82],"\u201cMurgia":[29],"Alta\u201d":[30],"protected":[31],"site.":[32],"To":[33],"this":[34],"end,":[35],"we":[36,97],"compared":[37],"two":[38],"approaches":[39],"differing":[40],"only":[41],"by":[42],"first":[44],"layer":[45,56],"machinery,":[46],"which,":[47],"one":[49],"case,":[50,61],"is":[51],"instantiated":[52],"as":[53],"fully-connected":[55],"and,":[57],"other":[60],"results":[62,114],"ConvNet":[65,174],"equipped":[66],"with":[67,93,118,138],"kernels":[68],"covering":[69],"whole":[71],"input":[72,140],"(wide-kernel":[73],"ConvNet).":[74],"A":[75],"patchwise":[76],"approach,":[77],"tessellating":[78],"training":[79],"reference":[80],"data":[81,141],"square":[83],"patches,":[84],"was":[85],"adopted.":[86],"Besides":[87],"assessing":[88],"effectiveness":[90],"ConvNets":[92,129],"patched":[94],"multispectral":[95,139],"data,":[96],"analyzed":[98],"how":[99],"information":[101,149],"needed":[102],"for":[103,134],"classification":[104],"spreads":[105,150],"patterns":[107],"over":[108,151],"convex":[109],"sets":[110],"pixels.":[112],"Our":[113],"show":[115],"that:":[116],"(a)":[117],"an":[119,131],"F1-score":[120],"around":[122],"97%":[123],"(5":[124],"\u00d7":[125,166],"5":[126,165,167],"patch":[127,168],"size),":[128],"provides":[130],"excellent":[132],"tool":[133],"patch-based":[135],"pattern":[136],"recognition":[137],"without":[142],"requiring":[143],"special":[144],"feature":[145],"extraction;":[146],"(b)":[147],"limit":[153],"single":[156],"pixel:":[157],"performance":[159,175],"network":[162],"increases":[163],"until":[164],"sizes":[169],"are":[170],"used":[171],"and":[172],"then":[173],"starts":[176],"decreasing.":[177]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":3}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2021-06-22T00:00:00"}
