{"id":"https://openalex.org/W4390116732","doi":"https://doi.org/10.3390/ecsa-10-16188","title":"Development of a Monitoring System against Illegal Deforestation in the Amazon Rainforest Using Artificial Intelligence Algorithms","display_name":"Development of a Monitoring System against Illegal Deforestation in the Amazon Rainforest Using Artificial Intelligence Algorithms","publication_year":2023,"publication_date":"2023-11-15","ids":{"openalex":"https://openalex.org/W4390116732","doi":"https://doi.org/10.3390/ecsa-10-16188"},"language":"en","primary_location":{"id":"doi:10.3390/ecsa-10-16188","doi":"https://doi.org/10.3390/ecsa-10-16188","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ecsa-10-16188","pdf_url":"https://www.mdpi.com/2673-4591/58/1/21/pdf?version=1703226294","source":{"id":"https://openalex.org/S4306523398","display_name":"International Electronic Conference on Sensors and Applications (ECSA)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ECSA 2023","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://www.mdpi.com/2673-4591/58/1/21/pdf?version=1703226294","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101787346","display_name":"Thiago Almeida Teixeira","orcid":"https://orcid.org/0000-0002-8146-9657","observed_orcids":["https://orcid.org/0000-0002-8146-9657"]},"institutions":[{"id":"https://openalex.org/I4210147594","display_name":"Universidade do Estado do Amazonas","ror":"https://ror.org/04j5z3x06","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210147594"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Thiago Almeida Teixeira","raw_affiliation_strings":["Embedded Systems Laboratory, State University of Amazonas, Manaus 69050-020, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Embedded Systems Laboratory, State University of Amazonas, Manaus 69050-020, Brazil","institution_ids":["https://openalex.org/I4210147594"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082079237","display_name":"Neilson Luniere Vila\u00e7a","orcid":"https://orcid.org/0000-0002-3208-4734","observed_orcids":["https://orcid.org/0000-0002-3208-4734"]},"institutions":[{"id":"https://openalex.org/I4210147594","display_name":"Universidade do Estado do Amazonas","ror":"https://ror.org/04j5z3x06","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210147594"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Neilson Luniere Vila\u00e7a","raw_affiliation_strings":["Embedded Systems Laboratory, State University of Amazonas, Manaus 69050-020, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-3208-4734","affiliations":[{"raw_affiliation_string":"Embedded Systems Laboratory, State University of Amazonas, Manaus 69050-020, Brazil","institution_ids":["https://openalex.org/I4210147594"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058761513","display_name":"Andr\u00e9 Luiz Printes","orcid":"https://orcid.org/0000-0001-7915-283X","observed_orcids":["https://orcid.org/0000-0001-7915-283X"]},"institutions":[{"id":"https://openalex.org/I4210147594","display_name":"Universidade do Estado do Amazonas","ror":"https://ror.org/04j5z3x06","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210147594"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Andre Luiz Printes","raw_affiliation_strings":["Embedded Systems Laboratory, State University of Amazonas, Manaus 69050-020, Brazil","High School Technology, University of the Amazon State, Manaus 69050-025, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Embedded Systems Laboratory, State University of Amazonas, Manaus 69050-020, Brazil","institution_ids":["https://openalex.org/I4210147594"]},{"raw_affiliation_string":"High School Technology, University of the Amazon State, Manaus 69050-025, Brazil","institution_ids":["https://openalex.org/I4210147594"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041604824","display_name":"Raimundo Cl\u00e1udio Souza Gomes","orcid":"https://orcid.org/0000-0001-6195-4914","observed_orcids":["https://orcid.org/0000-0001-6195-4914"]},"institutions":[{"id":"https://openalex.org/I4210147594","display_name":"Universidade do Estado do Amazonas","ror":"https://ror.org/04j5z3x06","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210147594"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Raimundo Cla\u00fadio Souza Gomes","raw_affiliation_strings":["Embedded Systems Laboratory, State University of Amazonas, Manaus 69050-020, Brazil","High School Technology, University of the Amazon State, Manaus 69050-025, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Embedded Systems Laboratory, State University of Amazonas, Manaus 69050-020, Brazil","institution_ids":["https://openalex.org/I4210147594"]},{"raw_affiliation_string":"High School Technology, University of the Amazon State, Manaus 69050-025, Brazil","institution_ids":["https://openalex.org/I4210147594"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066091513","display_name":"Israel Gondres Torn\u00e9","orcid":"https://orcid.org/0000-0002-1267-1878","observed_orcids":["https://orcid.org/0000-0002-1267-1878"]},"institutions":[{"id":"https://openalex.org/I4210147594","display_name":"Universidade do Estado do Amazonas","ror":"https://ror.org/04j5z3x06","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210147594"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Israel Gondres Torn\u00e9","raw_affiliation_strings":["Embedded Systems Laboratory, State University of Amazonas, Manaus 69050-020, Brazil","High School Technology, University of the Amazon State, Manaus 69050-025, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-1267-1878","affiliations":[{"raw_affiliation_string":"Embedded Systems Laboratory, State University of Amazonas, Manaus 69050-020, Brazil","institution_ids":["https://openalex.org/I4210147594"]},{"raw_affiliation_string":"High School Technology, University of the Amazon State, Manaus 69050-025, Brazil","institution_ids":["https://openalex.org/I4210147594"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104218808","display_name":"Thierry-Yves Alves Ara\u00fajo","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210147594","display_name":"Universidade do Estado do Amazonas","ror":"https://ror.org/04j5z3x06","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210147594"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Thierry-Yves Alves Ara\u00fajo","raw_affiliation_strings":["Embedded Systems Laboratory, State University of Amazonas, Manaus 69050-020, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Embedded Systems Laboratory, State University of Amazonas, Manaus 69050-020, Brazil","institution_ids":["https://openalex.org/I4210147594"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101283474","display_name":"Arlley Gabriel Dias e Dias","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210147594","display_name":"Universidade do Estado do Amazonas","ror":"https://ror.org/04j5z3x06","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210147594"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Arlley Gabriel Dias e Dias","raw_affiliation_strings":["Embedded Systems Laboratory, State University of Amazonas, Manaus 69050-020, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Embedded Systems Laboratory, State University of Amazonas, Manaus 69050-020, Brazil","institution_ids":["https://openalex.org/I4210147594"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5101787346"],"corresponding_institution_ids":["https://openalex.org/I4210147594"],"apc_list":null,"apc_paid":null,"fwci":3.1633,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.93410118,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"21","last_page":"21"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13420","display_name":"Arduino and IoT Applications","score":0.31709998846054077,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/T13420","display_name":"Arduino and IoT Applications","score":0.31709998846054077,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/T10319","display_name":"Conservation, Biodiversity, and Resource Management","score":0.1860000044107437,"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/T10616","display_name":"Smart Agriculture and AI","score":0.16359999775886536,"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/amazon-rainforest","display_name":"Amazon rainforest","score":0.9150000214576721},{"id":"https://openalex.org/keywords/embedded-ai","display_name":"embedded AI","score":0.8149999976158142},{"id":"https://openalex.org/keywords/audio-classification","display_name":"audio classification","score":0.7590000033378601},{"id":"https://openalex.org/keywords/lora-communication","display_name":"LoRa communication","score":0.8989999890327454},{"id":"https://openalex.org/keywords/sleep-mode","display_name":"sleep mode","score":0.6110000014305115},{"id":"https://openalex.org/keywords/forest-protection","display_name":"forest protection","score":0.4560000002384186},{"id":"https://openalex.org/keywords/user-interface","display_name":"user interface","score":0.43799999356269836}],"concepts":[{"id":"https://openalex.org/C535291247","wikidata":"https://www.wikidata.org/wiki/Q177567","display_name":"Amazon rainforest","level":2,"score":0.9309477806091309},{"id":"https://openalex.org/C2619416","wikidata":"https://www.wikidata.org/wiki/Q9444","display_name":"Rainforest","level":2,"score":0.7857346534729004},{"id":"https://openalex.org/C2777399953","wikidata":"https://www.wikidata.org/wiki/Q2155658","display_name":"Deforestation (computer science)","level":2,"score":0.7777660489082336},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.5834330320358276},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4871494472026825},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.44064226746559143},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4169897735118866},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2375715970993042},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.2054648995399475},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.17353394627571106},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.12504786252975464},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09858950972557068},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/ecsa-10-16188","doi":"https://doi.org/10.3390/ecsa-10-16188","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ecsa-10-16188","pdf_url":"https://www.mdpi.com/2673-4591/58/1/21/pdf?version=1703226294","source":{"id":"https://openalex.org/S4306523398","display_name":"International Electronic Conference on Sensors and Applications (ECSA)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ECSA 2023","raw_type":"proceedings-article"},{"id":"pmh:oai:doaj.org/article:b75668335ac04b6f867f49529c0941cc","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/b75668335ac04b6f867f49529c0941cc","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Engineering Proceedings, Vol 58, Iss 1, p 21 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/ecsa-10-16188","doi":"https://doi.org/10.3390/ecsa-10-16188","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ecsa-10-16188","pdf_url":"https://www.mdpi.com/2673-4591/58/1/21/pdf?version=1703226294","source":{"id":"https://openalex.org/S4306523398","display_name":"International Electronic Conference on Sensors and Applications (ECSA)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ECSA 2023","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","display_name":"Life on land","score":1.0},{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5378999710083008}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320328801","display_name":"Universidade do Estado do Amazonas","ror":"https://ror.org/04j5z3x06"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4390116732.pdf","grobid_xml":"https://content.openalex.org/works/W4390116732.grobid-xml"},"referenced_works_count":4,"referenced_works":["https://openalex.org/W2002884927","https://openalex.org/W2073141004","https://openalex.org/W3177498683","https://openalex.org/W4220915571"],"related_works":["https://openalex.org/W3213899540","https://openalex.org/W7106649993","https://openalex.org/W4408862653","https://openalex.org/W4396542909","https://openalex.org/W7163660941","https://openalex.org/W2885209071","https://openalex.org/W7148350251","https://openalex.org/W4391322469","https://openalex.org/W7152604226","https://openalex.org/W7215731499"],"abstract_inverted_index":{"The":[0,126],"Amazon":[1,166],"Rainforest":[2],"represents":[3],"one-third":[4],"of":[5,23,44,87,133,164],"the":[6,20,28,54,154,157,161,165],"world\u2019s":[7],"tropical":[8],"forest":[9],"area.":[10],"This":[11],"makes":[12],"it":[13,35,84],"indispensable":[14],"for":[15,46],"maintaining":[16],"global":[17],"biodiversity.":[18],"However,":[19],"increasing":[21],"occurrences":[22],"wildfires":[24],"and":[25,49,76,123,150],"deforestation":[26,70],"in":[27,99],"region":[29],"are":[30],"notorious.":[31],"In":[32,57],"this":[33,58],"sense,":[34],"is":[36,64,85,109],"essential":[37],"to":[38,41,66,96,159,169],"protect":[39],"forests":[40],"ensure":[42],"quality":[43],"life":[45],"future":[47],"generations":[48],"prevent":[50,170],"damage":[51],"that":[52],"affects":[53],"entire":[55],"planet.":[56],"work,":[59],"a":[60,90],"real-time":[61],"monitoring":[62],"device":[63,121,155],"proposed":[65],"identify":[67],"attempts":[68],"at":[69],"through":[71,102],"audio":[72],"signals":[73],"from":[74],"tractors":[75],"chainsaws,":[77],"using":[78],"embedded":[79],"artificial":[80],"intelligence":[81],"(AI).":[82],"Additionally,":[83],"capable":[86],"communicating":[88],"with":[89],"base":[91],"station,":[92],"reaching":[93],"distances":[94],"close":[95],"1":[97],"km":[98],"dense":[100],"forest,":[101],"long-range":[103],"(LoRa)":[104],"communication.":[105],"A":[106],"user":[107],"interface":[108],"also":[110],"developed,":[111],"providing":[112],"daily":[113],"alerts":[114],"such":[115],"as":[116,142],"attack":[117],"identification,":[118],"occurrence":[119],"times,":[120],"locations,":[122],"battery":[124],"status.":[125],"system":[127],"has":[128,156],"an":[129],"average":[130],"power":[131,138,144],"consumption":[132],"around":[134],"300":[135],"nA,":[136],"employing":[137],"management":[139],"methods":[140],"defined":[141],"ultra-low":[143],"mode,":[145,147,149],"sleep":[146],"prediction":[148],"transmission":[151],"mode.":[152],"Hence,":[153],"potential":[158],"promote":[160],"sustainable":[162],"preservation":[163],"Rainforest,":[167],"helping":[168],"large-scale":[171],"illegal":[172],"deforestation.":[173]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2023-12-23T00:00:00"}