{"id":"https://openalex.org/W3019544937","doi":"https://doi.org/10.3390/rs12081279","title":"Mapping and Assessing the Dynamics of Shifting Agricultural Landscapes Using Google Earth Engine Cloud Computing, a Case Study in Mozambique","display_name":"Mapping and Assessing the Dynamics of Shifting Agricultural Landscapes Using Google Earth Engine Cloud Computing, a Case Study in Mozambique","publication_year":2020,"publication_date":"2020-04-17","ids":{"openalex":"https://openalex.org/W3019544937","doi":"https://doi.org/10.3390/rs12081279","mag":"3019544937"},"language":"en","primary_location":{"id":"doi:10.3390/rs12081279","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12081279","pdf_url":"https://www.mdpi.com/2072-4292/12/8/1279/pdf?version=1587130247","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/2072-4292/12/8/1279/pdf?version=1587130247","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066156851","display_name":"Sosdito Mananze","orcid":"https://orcid.org/0000-0002-8759-8492"},"institutions":[{"id":"https://openalex.org/I16904388","display_name":"Eduardo Mondlane University","ror":"https://ror.org/05n8n9378","country_code":"MZ","type":"education","lineage":["https://openalex.org/I16904388"]},{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]},{"id":"https://openalex.org/I4210098910","display_name":"Centro de Estudos em Geografia e Ordenamento do Territorio","ror":"https://ror.org/00v97d044","country_code":"PT","type":"facility","lineage":["https://openalex.org/I4210098910"]}],"countries":["MZ","PT"],"is_corresponding":true,"raw_author_name":"Sosdito Mananze","raw_affiliation_strings":["Centro de Investiga\u00e7\u00e3o em Ci\u00eancias Geo-Espaciais, Observat\u00f3rio Astron\u00f3mico Prof. Manuel de Barros, Alameda do Monte da Virgem, 4430-146 Vila Nova de Gaia, Portugal","Escola Superior de Desenvolvimento Rural, Universidade Eduardo Mondlane, Vilankulo PC-257, Mozambique","Faculdade de Ci\u00eancias, Universidade do Porto, Rua do Campo Alegre s.n., 4169-007 Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"Centro de Investiga\u00e7\u00e3o em Ci\u00eancias Geo-Espaciais, Observat\u00f3rio Astron\u00f3mico Prof. Manuel de Barros, Alameda do Monte da Virgem, 4430-146 Vila Nova de Gaia, Portugal","institution_ids":["https://openalex.org/I4210098910"]},{"raw_affiliation_string":"Escola Superior de Desenvolvimento Rural, Universidade Eduardo Mondlane, Vilankulo PC-257, Mozambique","institution_ids":["https://openalex.org/I16904388"]},{"raw_affiliation_string":"Faculdade de Ci\u00eancias, Universidade do Porto, Rua do Campo Alegre s.n., 4169-007 Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070300075","display_name":"Isabel P\u00f4\u00e7as","orcid":"https://orcid.org/0000-0002-8280-0110"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]},{"id":"https://openalex.org/I4210098910","display_name":"Centro de Estudos em Geografia e Ordenamento do Territorio","ror":"https://ror.org/00v97d044","country_code":"PT","type":"facility","lineage":["https://openalex.org/I4210098910"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Isabel P\u00f4\u00e7as","raw_affiliation_strings":["Centro de Investiga\u00e7\u00e3o em Ci\u00eancias Geo-Espaciais, Observat\u00f3rio Astron\u00f3mico Prof. Manuel de Barros, Alameda do Monte da Virgem, 4430-146 Vila Nova de Gaia, Portugal","Faculdade de Ci\u00eancias, Universidade do Porto, Rua do Campo Alegre s.n., 4169-007 Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"Centro de Investiga\u00e7\u00e3o em Ci\u00eancias Geo-Espaciais, Observat\u00f3rio Astron\u00f3mico Prof. Manuel de Barros, Alameda do Monte da Virgem, 4430-146 Vila Nova de Gaia, Portugal","institution_ids":["https://openalex.org/I4210098910"]},{"raw_affiliation_string":"Faculdade de Ci\u00eancias, Universidade do Porto, Rua do Campo Alegre s.n., 4169-007 Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088304035","display_name":"M\u00e1rio Cunha","orcid":"https://orcid.org/0000-0002-8299-324X"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]},{"id":"https://openalex.org/I4210098910","display_name":"Centro de Estudos em Geografia e Ordenamento do Territorio","ror":"https://ror.org/00v97d044","country_code":"PT","type":"facility","lineage":["https://openalex.org/I4210098910"]},{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"M\u00e1rio Cunha","raw_affiliation_strings":["Centro de Investiga\u00e7\u00e3o em Ci\u00eancias Geo-Espaciais, Observat\u00f3rio Astron\u00f3mico Prof. Manuel de Barros, Alameda do Monte da Virgem, 4430-146 Vila Nova de Gaia, Portugal","Faculdade de Ci\u00eancias, Universidade do Porto, Rua do Campo Alegre s.n., 4169-007 Porto, Portugal","Institute for Systems and Computer Engineering, Technology and Science (INESC TEC), Campus da Faculdade de Engenharia da Universidade do Porto, Rua Dr. Roberto Frias, 4200-465 Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"Centro de Investiga\u00e7\u00e3o em Ci\u00eancias Geo-Espaciais, Observat\u00f3rio Astron\u00f3mico Prof. Manuel de Barros, Alameda do Monte da Virgem, 4430-146 Vila Nova de Gaia, Portugal","institution_ids":["https://openalex.org/I4210098910"]},{"raw_affiliation_string":"Faculdade de Ci\u00eancias, Universidade do Porto, Rua do Campo Alegre s.n., 4169-007 Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]},{"raw_affiliation_string":"Institute for Systems and Computer Engineering, Technology and Science (INESC TEC), Campus da Faculdade de Engenharia da Universidade do Porto, Rua Dr. Roberto Frias, 4200-465 Porto, Portugal","institution_ids":["https://openalex.org/I4210166615","https://openalex.org/I182534213"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5066156851"],"corresponding_institution_ids":["https://openalex.org/I16904388","https://openalex.org/I182534213","https://openalex.org/I4210098910"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":3.0455,"has_fulltext":true,"cited_by_count":37,"citation_normalized_percentile":{"value":0.90941821,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"12","issue":"8","first_page":"1279","last_page":"1279"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9994000196456909,"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":0.9994000196456909,"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/T10226","display_name":"Land Use and Ecosystem Services","score":0.9987999796867371,"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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9847000241279602,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/land-cover","display_name":"Land cover","score":0.7398983836174011},{"id":"https://openalex.org/keywords/earth-observation","display_name":"Earth observation","score":0.6063432097434998},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5837512612342834},{"id":"https://openalex.org/keywords/land-use","display_name":"Land use","score":0.4829780161380768},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.4549115002155304},{"id":"https://openalex.org/keywords/ancillary-data","display_name":"Ancillary data","score":0.43560469150543213},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.42078229784965515},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.41740623116493225},{"id":"https://openalex.org/keywords/agricultural-land","display_name":"Agricultural land","score":0.4164668321609497},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.389737069606781},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.38013023138046265},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3534284234046936},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.3326674699783325},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.10195019841194153},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.08134761452674866}],"concepts":[{"id":"https://openalex.org/C2780648208","wikidata":"https://www.wikidata.org/wiki/Q3001793","display_name":"Land cover","level":3,"score":0.7398983836174011},{"id":"https://openalex.org/C39399123","wikidata":"https://www.wikidata.org/wiki/Q1348989","display_name":"Earth observation","level":3,"score":0.6063432097434998},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5837512612342834},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.4829780161380768},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.4549115002155304},{"id":"https://openalex.org/C2780408538","wikidata":"https://www.wikidata.org/wiki/Q3615217","display_name":"Ancillary data","level":2,"score":0.43560469150543213},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.42078229784965515},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.41740623116493225},{"id":"https://openalex.org/C502990516","wikidata":"https://www.wikidata.org/wiki/Q3395383","display_name":"Agricultural land","level":3,"score":0.4164668321609497},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.389737069606781},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.38013023138046265},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3534284234046936},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.3326674699783325},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.10195019841194153},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.08134761452674866},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs12081279","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12081279","pdf_url":"https://www.mdpi.com/2072-4292/12/8/1279/pdf?version=1587130247","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:0db91597a6ed4f7fb6504239dc6e69c8","is_oa":true,"landing_page_url":"https://doaj.org/article/0db91597a6ed4f7fb6504239dc6e69c8","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 12, Iss 8, p 1279 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/12/8/1279/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs12081279","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 12; Issue 8; Pages: 1279","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs12081279","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12081279","pdf_url":"https://www.mdpi.com/2072-4292/12/8/1279/pdf?version=1587130247","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":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.5400000214576721}],"awards":[{"id":"https://openalex.org/G1516346500","display_name":null,"funder_award_id":"01-0145","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G1578237752","display_name":null,"funder_award_id":"COMPETE","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G1716593420","display_name":null,"funder_award_id":"-FEDER-","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G1763632427","display_name":null,"funder_award_id":"POCI-01-0145","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G5224927334","display_name":null,"funder_award_id":"POCI-01-","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G5348594205","display_name":null,"funder_award_id":"FEDER","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G6114838074","display_name":null,"funder_award_id":"COMPETE2020","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G7574786146","display_name":null,"funder_award_id":"POCI-01-0145-FEDER-022217","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G8675988432","display_name":null,"funder_award_id":"Doctoral grant","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G8862270368","display_name":null,"funder_award_id":"POCI-01-0145-FEDER","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"}],"funders":[{"id":"https://openalex.org/F4320334779","display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","ror":"https://ror.org/00snfqn58"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3019544937.pdf","grobid_xml":"https://content.openalex.org/works/W3019544937.grobid-xml"},"referenced_works_count":95,"referenced_works":["https://openalex.org/W561088580","https://openalex.org/W762485137","https://openalex.org/W825499524","https://openalex.org/W1539562456","https://openalex.org/W1543294135","https://openalex.org/W1572585696","https://openalex.org/W1786932643","https://openalex.org/W1838764073","https://openalex.org/W1964217023","https://openalex.org/W1964672965","https://openalex.org/W1966194886","https://openalex.org/W1981213426","https://openalex.org/W1984093344","https://openalex.org/W1989428365","https://openalex.org/W1999994413","https://openalex.org/W2000318706","https://openalex.org/W2001250240","https://openalex.org/W2006069992","https://openalex.org/W2006929658","https://openalex.org/W2010252312","https://openalex.org/W2010635848","https://openalex.org/W2011973778","https://openalex.org/W2014555541","https://openalex.org/W2017036757","https://openalex.org/W2017107861","https://openalex.org/W2021708188","https://openalex.org/W2027475314","https://openalex.org/W2042692910","https://openalex.org/W2044322927","https://openalex.org/W2044465660","https://openalex.org/W2048976523","https://openalex.org/W2056148677","https://openalex.org/W2063548203","https://openalex.org/W2072465375","https://openalex.org/W2077509829","https://openalex.org/W2077570405","https://openalex.org/W2080580855","https://openalex.org/W2085527057","https://openalex.org/W2090998125","https://openalex.org/W2098805041","https://openalex.org/W2100469123","https://openalex.org/W2100967854","https://openalex.org/W2103792472","https://openalex.org/W2106507687","https://openalex.org/W2108701757","https://openalex.org/W2110642642","https://openalex.org/W2113410727","https://openalex.org/W2121587220","https://openalex.org/W2123477536","https://openalex.org/W2127559745","https://openalex.org/W2129526018","https://openalex.org/W2138973222","https://openalex.org/W2139416101","https://openalex.org/W2148115499","https://openalex.org/W2153538582","https://openalex.org/W2157133469","https://openalex.org/W2162480849","https://openalex.org/W2188083314","https://openalex.org/W2192038773","https://openalex.org/W2195004773","https://openalex.org/W2261059368","https://openalex.org/W2261167432","https://openalex.org/W2283002322","https://openalex.org/W2290326488","https://openalex.org/W2307094448","https://openalex.org/W2331071973","https://openalex.org/W2477903400","https://openalex.org/W2491899631","https://openalex.org/W2560167313","https://openalex.org/W2595044712","https://openalex.org/W2621021710","https://openalex.org/W2725897987","https://openalex.org/W2727536798","https://openalex.org/W2741260869","https://openalex.org/W2779688357","https://openalex.org/W2789793009","https://openalex.org/W2792431031","https://openalex.org/W2803051956","https://openalex.org/W2886775386","https://openalex.org/W2889983979","https://openalex.org/W2894404896","https://openalex.org/W2907459272","https://openalex.org/W2910326765","https://openalex.org/W2911964244","https://openalex.org/W2943472941","https://openalex.org/W2947113878","https://openalex.org/W3004664049","https://openalex.org/W4239510810","https://openalex.org/W4249570364","https://openalex.org/W6636950212","https://openalex.org/W6641732855","https://openalex.org/W6676548523","https://openalex.org/W6682851469","https://openalex.org/W6692864540","https://openalex.org/W6721810664"],"related_works":["https://openalex.org/W1544818256","https://openalex.org/W3205068641","https://openalex.org/W2137644361","https://openalex.org/W3102531215","https://openalex.org/W4384500538","https://openalex.org/W3150430058","https://openalex.org/W3098233728","https://openalex.org/W2247125043","https://openalex.org/W2043913960","https://openalex.org/W4385799572"],"abstract_inverted_index":{"Land":[0],"cover":[1,37,297],"maps":[2,234],"obtained":[3],"at":[4,118,176],"high":[5,187],"spatial":[6,89,121],"and":[7,15,23,34,47,91,141,147,150,167,203,226],"temporal":[8,179],"resolutions":[9],"are":[10,235,283],"necessary":[11],"to":[12,251],"support":[13],"monitoring":[14],"management":[16],"applications":[17],"in":[18,30,54,73,81,127,130],"areas":[19],"with":[20,63,266],"many":[21],"smallholder":[22,124],"low-input":[24],"agricultural":[25,125],"systems,":[26],"as":[27,80,110,246,256],"those":[28],"characteristic":[29],"Mozambique.":[31,131],"Various":[32],"regional":[33],"global":[35],"land":[36,98,296],"products":[38],"based":[39],"on":[40],"Earth":[41,158],"Observation":[42],"data":[43,92,255],"have":[44],"been":[45],"developed":[46],"made":[48],"publicly":[49],"available":[50],"but":[51],"their":[52,108],"application":[53],"regions":[55],"characterized":[56,185],"by":[57,69,186,258],"a":[58,64,208],"large":[59],"variety":[60],"of":[61,76,86,103,123,171,181,211,242,295],"agro-systems":[62],"dynamic":[65],"nature":[66],"is":[67,290],"limited":[68],"several":[70,101],"constraints.":[71],"Challenges":[72],"the":[74,84,87,120,151,156,163,178,182,191,194,220,232,239,243,252,259,275,279,284,288,291],"classification":[75,152,214],"spatially":[77],"heterogeneous":[78],"landscapes,":[79],"Mozambique,":[82],"include":[83],"definition":[85],"adequate":[88],"resolution":[90],"input":[93,111],"combinations":[94,102],"for":[95,107,112,162,219,224,228],"accurately":[96],"mapping":[97,119],"cover.":[99],"Therefore,":[100],"variables":[104,133,197],"were":[105,248],"tested":[106],"suitability":[109],"random":[113],"forest":[114],"ensemble":[115],"classifier":[116],"aimed":[117,175],"dynamics":[122,180],"landscape":[126],"Vilankulo":[128],"district":[129],"The":[132,169,213],"comprised":[134],"spectral":[135,201],"bands":[136,202],"from":[137],"Landsat":[138,142],"7":[139],"ETM+":[140],"8":[143],"OLI/TIRS,":[144],"vegetation":[145,281],"indices":[146],"textural":[148,204],"features":[149,205],"was":[153,217],"performed":[154],"within":[155],"Google":[157],"Engine":[159],"cloud":[160],"computing":[161],"years":[164,174,277],"2012,":[165,222],"2015,":[166,225],"2018.":[168],"study":[170],"three":[172,192,199,276],"different":[173],"evaluating":[177],"landscape,":[183],"typically":[184],"shifting":[188],"nature.":[189],"For":[190],"years,":[193],"best":[195],"performing":[196],"included":[198],"selected":[200],"extracted":[206],"using":[207],"window":[209],"size":[210],"25.":[212],"overall":[215],"accuracy":[216],"0.94":[218],"year":[221],"0.98":[223],"0.89":[227],"2018,":[229],"suggesting":[230],"that":[231],"produced":[233],"reliable.":[236],"In":[237],"addition,":[238],"areal":[240],"statistics":[241],"class":[244],"classified":[245],"agriculture":[247,289],"very":[249],"similar":[250],"ground":[253],"truth":[254],"reported":[257],"Servi\u00e7os":[260],"Distritais":[261],"de":[262],"Actividades":[263],"Econ\u00f3micas":[264],"(SDAE),":[265],"an":[267],"average":[268],"percentage":[269],"deviation":[270],"below":[271],"10%.":[272],"When":[273],"comparing":[274],"studied,":[278],"natural":[280],"classes":[282],"predominant":[285],"covers":[286],"while":[287],"most":[292],"important":[293],"cause":[294],"changes.":[298]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}