{"id":"https://openalex.org/W3182797516","doi":"https://doi.org/10.3390/rs13204083","title":"Deep Learning Approaches to Earth Observation Change Detection","display_name":"Deep Learning Approaches to Earth Observation Change Detection","publication_year":2021,"publication_date":"2021-10-13","ids":{"openalex":"https://openalex.org/W3182797516","doi":"https://doi.org/10.3390/rs13204083","mag":"3182797516"},"language":"en","primary_location":{"id":"doi:10.3390/rs13204083","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13204083","pdf_url":"https://www.mdpi.com/2072-4292/13/20/4083/pdf?version=1634114111","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":"preprint","indexed_in":["arxiv","crossref","datacite","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/13/20/4083/pdf?version=1634114111","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091661047","display_name":"Antonio Di Pilato","orcid":"https://orcid.org/0000-0002-9233-3632"},"institutions":[{"id":"https://openalex.org/I160013858","display_name":"Istituto Nazionale di Fisica Nucleare","ror":"https://ror.org/005ta0471","country_code":"IT","type":"funder","lineage":["https://openalex.org/I160013858"]},{"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":true,"raw_author_name":"Antonio Di Pilato","raw_affiliation_strings":["Dipartimento Interateneo di Fisica, Universit\u00e0 Degli Studi di Bari Aldo Moro, 70126 Bari, Italy","Istituto Nazionale di Fisica Nucleare"],"affiliations":[{"raw_affiliation_string":"Dipartimento Interateneo di Fisica, Universit\u00e0 Degli Studi di Bari Aldo Moro, 70126 Bari, Italy","institution_ids":["https://openalex.org/I5561750"]},{"raw_affiliation_string":"Istituto Nazionale di Fisica Nucleare","institution_ids":["https://openalex.org/I160013858"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066192084","display_name":"Nicol\u00f2 Taggio","orcid":"https://orcid.org/0009-0003-6392-3099"},"institutions":[{"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"],"is_corresponding":false,"raw_author_name":"Nicol\u00f2 Taggio","raw_affiliation_strings":["Planetek Italia s.r.l, 70132 Bari, Italy"],"affiliations":[{"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/A5028665560","display_name":"A. Pompili","orcid":"https://orcid.org/0000-0003-1291-4005"},"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"]},{"id":"https://openalex.org/I160013858","display_name":"Istituto Nazionale di Fisica Nucleare","ror":"https://ror.org/005ta0471","country_code":"IT","type":"funder","lineage":["https://openalex.org/I160013858"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alexis Pompili","raw_affiliation_strings":["Dipartimento Interateneo di Fisica, Universit\u00e0 Degli Studi di Bari Aldo Moro, 70126 Bari, Italy","Istituto Nazionale di Fisica Nucleare"],"affiliations":[{"raw_affiliation_string":"Dipartimento Interateneo di Fisica, Universit\u00e0 Degli Studi di Bari Aldo Moro, 70126 Bari, Italy","institution_ids":["https://openalex.org/I5561750"]},{"raw_affiliation_string":"Istituto Nazionale di Fisica Nucleare","institution_ids":["https://openalex.org/I160013858"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065365016","display_name":"Michele Iacobellis","orcid":null},"institutions":[{"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"],"is_corresponding":false,"raw_author_name":"Michele Iacobellis","raw_affiliation_strings":["Planetek Italia s.r.l, 70132 Bari, Italy"],"affiliations":[{"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/A5073161396","display_name":"A. Di Florio","orcid":"https://orcid.org/0000-0003-3719-8041"},"institutions":[{"id":"https://openalex.org/I68618741","display_name":"Polytechnic University of Bari","ror":"https://ror.org/03c44v465","country_code":"IT","type":"education","lineage":["https://openalex.org/I68618741"]},{"id":"https://openalex.org/I160013858","display_name":"Istituto Nazionale di Fisica Nucleare","ror":"https://ror.org/005ta0471","country_code":"IT","type":"funder","lineage":["https://openalex.org/I160013858"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Adriano Di Florio","raw_affiliation_strings":["Dipartimento Interateneo di Fisica, Politecnico di Bari, 70126 Bari, Italy","Istituto Nazionale di Fisica Nucleare"],"affiliations":[{"raw_affiliation_string":"Dipartimento Interateneo di Fisica, Politecnico di Bari, 70126 Bari, Italy","institution_ids":["https://openalex.org/I68618741"]},{"raw_affiliation_string":"Istituto Nazionale di Fisica Nucleare","institution_ids":["https://openalex.org/I160013858"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055199890","display_name":"Davide Passarelli","orcid":"https://orcid.org/0000-0003-1928-1263"},"institutions":[{"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"],"is_corresponding":false,"raw_author_name":"Davide Passarelli","raw_affiliation_strings":["Planetek Italia s.r.l, 70132 Bari, Italy"],"affiliations":[{"raw_affiliation_string":"Planetek Italia s.r.l, 70132 Bari, Italy","institution_ids":["https://openalex.org/I4210102819"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004731624","display_name":"Sergio Samarelli","orcid":null},"institutions":[{"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"],"is_corresponding":false,"raw_author_name":"Sergio Samarelli","raw_affiliation_strings":["Planetek Italia s.r.l, 70132 Bari, Italy"],"affiliations":[{"raw_affiliation_string":"Planetek Italia s.r.l, 70132 Bari, Italy","institution_ids":["https://openalex.org/I4210102819"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5091661047"],"corresponding_institution_ids":["https://openalex.org/I160013858","https://openalex.org/I5561750"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11415635,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":"20","first_page":"4083","last_page":"4083"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9994000196456909,"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"}},"topics":[{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9994000196456909,"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/T13890","display_name":"Remote Sensing and Land Use","score":0.9840999841690063,"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"}},{"id":"https://openalex.org/T10226","display_name":"Land Use and Ecosystem Services","score":0.9710000157356262,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/change-detection","display_name":"Change detection","score":0.8806158304214478},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7231907248497009},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.6253071427345276},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.6143092513084412},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.5844208002090454},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5617889165878296},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5593934655189514},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5044854879379272},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5017251968383789},{"id":"https://openalex.org/keywords/land-cover","display_name":"Land cover","score":0.5006790161132812},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.48665696382522583},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.482199102640152},{"id":"https://openalex.org/keywords/earth-observation","display_name":"Earth observation","score":0.4292532205581665},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38781803846359253},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3713786005973816},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.34868282079696655},{"id":"https://openalex.org/keywords/land-use","display_name":"Land use","score":0.21978315711021423},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1555643379688263},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08976197242736816},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.08943098783493042},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.07074528932571411}],"concepts":[{"id":"https://openalex.org/C203595873","wikidata":"https://www.wikidata.org/wiki/Q25389927","display_name":"Change detection","level":2,"score":0.8806158304214478},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7231907248497009},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6253071427345276},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.6143092513084412},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.5844208002090454},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5617889165878296},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5593934655189514},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5044854879379272},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5017251968383789},{"id":"https://openalex.org/C2780648208","wikidata":"https://www.wikidata.org/wiki/Q3001793","display_name":"Land cover","level":3,"score":0.5006790161132812},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.48665696382522583},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.482199102640152},{"id":"https://openalex.org/C39399123","wikidata":"https://www.wikidata.org/wiki/Q1348989","display_name":"Earth observation","level":3,"score":0.4292532205581665},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38781803846359253},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3713786005973816},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.34868282079696655},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.21978315711021423},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1555643379688263},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08976197242736816},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.08943098783493042},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.07074528932571411},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.3390/rs13204083","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13204083","pdf_url":"https://www.mdpi.com/2072-4292/13/20/4083/pdf?version=1634114111","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:arXiv.org:2107.06132","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2107.06132","pdf_url":"https://arxiv.org/pdf/2107.06132","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"mag:3182797516","is_oa":true,"landing_page_url":"http://export.arxiv.org/pdf/2107.06132","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:doaj.org/article:90d7f86b9fd64e3b81f67a2ddac30655","is_oa":true,"landing_page_url":"https://doaj.org/article/90d7f86b9fd64e3b81f67a2ddac30655","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 20, p 4083 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/13/20/4083/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs13204083","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","raw_type":"Text"},{"id":"doi:10.48550/arxiv.2107.06132","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2107.06132","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs13204083","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13204083","pdf_url":"https://www.mdpi.com/2072-4292/13/20/4083/pdf?version=1634114111","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":[{"id":"https://metadata.un.org/sdg/11","score":0.8299999833106995,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3182797516.pdf","grobid_xml":"https://content.openalex.org/works/W3182797516.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W1836465849","https://openalex.org/W1901129140","https://openalex.org/W2036798369","https://openalex.org/W2085289201","https://openalex.org/W2095705004","https://openalex.org/W2734349601","https://openalex.org/W2768505892","https://openalex.org/W2896365540","https://openalex.org/W2920843349","https://openalex.org/W2951991161","https://openalex.org/W2962835968","https://openalex.org/W2984954051","https://openalex.org/W3005969065","https://openalex.org/W3028904023","https://openalex.org/W3034218843","https://openalex.org/W3108506664","https://openalex.org/W3157928789","https://openalex.org/W6674330103","https://openalex.org/W6745580458"],"related_works":["https://openalex.org/W1993565231","https://openalex.org/W3196496131","https://openalex.org/W2509934629","https://openalex.org/W2792704255","https://openalex.org/W2218326801","https://openalex.org/W2784587245","https://openalex.org/W2186328963","https://openalex.org/W3131006300","https://openalex.org/W2466839538","https://openalex.org/W3184486150","https://openalex.org/W3211995028","https://openalex.org/W49886437","https://openalex.org/W3118406937","https://openalex.org/W2982807806","https://openalex.org/W2973184731","https://openalex.org/W3006247637","https://openalex.org/W2478936232","https://openalex.org/W3110908156","https://openalex.org/W2946707925","https://openalex.org/W3105126405"],"abstract_inverted_index":{"The":[0],"interest":[1,84],"in":[2,5,13,21,87,145],"change":[3,42,63,121],"detection":[4,43,64,79,122],"the":[6,14,60,81,88],"field":[7],"of":[8,57,80,83,90,152],"remote":[9],"sensing":[10],"has":[11,24],"increased":[12],"last":[15],"few":[16],"years.":[17],"Searching":[18],"for":[19,148],"changes":[20],"satellite":[22],"images":[23],"many":[25],"useful":[26],"applications,":[27],"ranging":[28],"from":[29],"land":[30,33],"cover":[31],"and":[32,52,70,108,125,143],"use":[34],"analysis":[35],"to":[36,48,94,120,133],"anomaly":[37],"detection.":[38],"In":[39,112],"particular,":[40],"urban":[41,50],"provides":[44],"an":[45],"efficient":[46],"tool":[47],"study":[49],"spread":[51],"growth":[53],"through":[54],"several":[55],"years":[56],"observation.":[58],"At":[59],"same":[61],"time,":[62],"is":[65],"often":[66],"a":[67,74,149],"computationally":[68],"challenging":[69],"time-consuming":[71],"task;":[72],"therefore,":[73],"standard":[75],"approach":[76],"with":[77,105],"manual":[78],"elements":[82],"by":[85,97],"experts":[86],"domain":[89],"Earth":[91],"Observation":[92],"needs":[93],"be":[95,140],"replaced":[96],"innovative":[98],"methods":[99],"that":[100,127],"can":[101,139],"guarantee":[102],"optimal":[103],"results":[104],"unquestionable":[106],"value":[107],"within":[109],"reasonable":[110],"time.":[111],"this":[113],"paper,":[114],"we":[115],"present":[116],"two":[117],"different":[118],"approaches":[119],"(semantic":[123],"segmentation":[124],"classification)":[126],"both":[128],"exploit":[129],"convolutional":[130],"neural":[131],"networks":[132],"address":[134],"these":[135],"particular":[136],"needs,":[137],"which":[138],"further":[141],"refined":[142],"used":[144],"post-processing":[146],"workflows":[147],"large":[150],"variety":[151],"applications.":[153]},"counts_by_year":[],"updated_date":"2026-02-09T09:26:11.010843","created_date":"2025-10-10T00:00:00"}
