{"id":"https://openalex.org/W3096930698","doi":"https://doi.org/10.1002/widm.1394","title":"A survey of biodiversity informatics: Concepts, practices, and challenges","display_name":"A survey of biodiversity informatics: Concepts, practices, and challenges","publication_year":2020,"publication_date":"2020-11-02","ids":{"openalex":"https://openalex.org/W3096930698","doi":"https://doi.org/10.1002/widm.1394","mag":"3096930698"},"language":"en","primary_location":{"id":"doi:10.1002/widm.1394","is_oa":true,"landing_page_url":"https://doi.org/10.1002/widm.1394","pdf_url":"https://wires.onlinelibrary.wiley.com/doi/pdfdirect/10.1002/widm.1394","source":{"id":"https://openalex.org/S2505707916","display_name":"Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery","issn_l":"1942-4787","issn":["1942-4787","1942-4795"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"WIREs Data Mining and Knowledge Discovery","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://wires.onlinelibrary.wiley.com/doi/pdfdirect/10.1002/widm.1394","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091408031","display_name":"Luiz Gadelha","orcid":"https://orcid.org/0000-0002-8122-9522"},"institutions":[{"id":"https://openalex.org/I76198965","display_name":"Friedrich Schiller University Jena","ror":"https://ror.org/05qpz1x62","country_code":"DE","type":"education","lineage":["https://openalex.org/I76198965"]},{"id":"https://openalex.org/I4210142352","display_name":"Laborat\u00f3rio Nacional de Computa\u00e7\u00e3o Cient\u00edfica","ror":"https://ror.org/0498ekt05","country_code":"BR","type":"government","lineage":["https://openalex.org/I4210142352"]}],"countries":["BR","DE"],"is_corresponding":true,"raw_author_name":"Luiz M. R. Gadelha","raw_affiliation_strings":["Friedrich\u2010Schiller\u2010University Jena  Jena Germany","National Laboratory for Scientific Computing  Petr\u00f3polis Brazil","Friedrich-Schiller-University Jena, Jena, Germany"],"affiliations":[{"raw_affiliation_string":"Friedrich\u2010Schiller\u2010University Jena  Jena Germany","institution_ids":["https://openalex.org/I76198965"]},{"raw_affiliation_string":"National Laboratory for Scientific Computing  Petr\u00f3polis Brazil","institution_ids":["https://openalex.org/I4210142352"]},{"raw_affiliation_string":"Friedrich-Schiller-University Jena, Jena, Germany","institution_ids":["https://openalex.org/I76198965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064625481","display_name":"Pedro C. de Siracusa","orcid":"https://orcid.org/0000-0001-8092-0437"},"institutions":[{"id":"https://openalex.org/I4210142352","display_name":"Laborat\u00f3rio Nacional de Computa\u00e7\u00e3o Cient\u00edfica","ror":"https://ror.org/0498ekt05","country_code":"BR","type":"government","lineage":["https://openalex.org/I4210142352"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Pedro C. de Siracusa","raw_affiliation_strings":["National Laboratory for Scientific Computing  Petr\u00f3polis Brazil"],"affiliations":[{"raw_affiliation_string":"National Laboratory for Scientific Computing  Petr\u00f3polis Brazil","institution_ids":["https://openalex.org/I4210142352"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035900679","display_name":"Eduardo Dalcin","orcid":"https://orcid.org/0000-0002-4661-0272"},"institutions":[{"id":"https://openalex.org/I4210128604","display_name":"Instituto de Pesquisas Jardim Bot\u00e2nico do Rio de Janeiro","ror":"https://ror.org/033xtdz52","country_code":"BR","type":"archive","lineage":["https://openalex.org/I4210128604"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Eduardo Couto Dalcin","raw_affiliation_strings":["Rio de Janeiro Botanical Garden  Rio de Janeiro Brazil","Rio de Janeiro Botanical Garden, Rio de Janeiro, Brazil"],"affiliations":[{"raw_affiliation_string":"Rio de Janeiro Botanical Garden  Rio de Janeiro Brazil","institution_ids":["https://openalex.org/I4210128604"]},{"raw_affiliation_string":"Rio de Janeiro Botanical Garden, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I4210128604"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030421529","display_name":"Lu\u00eds Alexandre Estev\u00e3o da Silva","orcid":"https://orcid.org/0000-0002-7464-922X"},"institutions":[{"id":"https://openalex.org/I4210128604","display_name":"Instituto de Pesquisas Jardim Bot\u00e2nico do Rio de Janeiro","ror":"https://ror.org/033xtdz52","country_code":"BR","type":"archive","lineage":["https://openalex.org/I4210128604"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Lu\u00eds Alexandre Estev\u00e3o da Silva","raw_affiliation_strings":["Rio de Janeiro Botanical Garden  Rio de Janeiro Brazil","Rio de Janeiro Botanical Garden, Rio de Janeiro, Brazil"],"affiliations":[{"raw_affiliation_string":"Rio de Janeiro Botanical Garden  Rio de Janeiro Brazil","institution_ids":["https://openalex.org/I4210128604"]},{"raw_affiliation_string":"Rio de Janeiro Botanical Garden, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I4210128604"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029199758","display_name":"Douglas A. Augusto","orcid":"https://orcid.org/0000-0001-5719-6786"},"institutions":[{"id":"https://openalex.org/I52325","display_name":"Funda\u00e7\u00e3o Oswaldo Cruz","ror":"https://ror.org/04jhswv08","country_code":"BR","type":"facility","lineage":["https://openalex.org/I52325"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Douglas A. Augusto","raw_affiliation_strings":["Oswaldo Cruz Foundation  Rio de Janeiro Brazil","Oswaldo Cruz Foundation, Rio de Janeiro, Brazil"],"affiliations":[{"raw_affiliation_string":"Oswaldo Cruz Foundation  Rio de Janeiro Brazil","institution_ids":["https://openalex.org/I52325"]},{"raw_affiliation_string":"Oswaldo Cruz Foundation, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I52325"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046141558","display_name":"Eduardo Krempser","orcid":"https://orcid.org/0000-0002-4652-442X"},"institutions":[{"id":"https://openalex.org/I4210142683","display_name":"Instituto Nacional do C\u00e2ncer","ror":"https://ror.org/055n68305","country_code":"BR","type":"healthcare","lineage":["https://openalex.org/I4210142683"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Eduardo Krempser","raw_affiliation_strings":["National Cancer Institute  Rio de Janeiro Brazil","National Cancer Institute, Rio de Janeiro, Brazil"],"affiliations":[{"raw_affiliation_string":"National Cancer Institute  Rio de Janeiro Brazil","institution_ids":["https://openalex.org/I4210142683"]},{"raw_affiliation_string":"National Cancer Institute, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I4210142683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065762212","display_name":"Helen Michelle de Jesus Affe","orcid":"https://orcid.org/0000-0002-0230-3764"},"institutions":[{"id":"https://openalex.org/I4210128604","display_name":"Instituto de Pesquisas Jardim Bot\u00e2nico do Rio de Janeiro","ror":"https://ror.org/033xtdz52","country_code":"BR","type":"archive","lineage":["https://openalex.org/I4210128604"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Helen Michelle Affe","raw_affiliation_strings":["Rio de Janeiro Botanical Garden  Rio de Janeiro Brazil","Rio de Janeiro Botanical Garden, Rio de Janeiro, Brazil"],"affiliations":[{"raw_affiliation_string":"Rio de Janeiro Botanical Garden  Rio de Janeiro Brazil","institution_ids":["https://openalex.org/I4210128604"]},{"raw_affiliation_string":"Rio de Janeiro Botanical Garden, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I4210128604"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050024272","display_name":"Raquel L. Costa","orcid":"https://orcid.org/0000-0002-7139-0865"},"institutions":[{"id":"https://openalex.org/I4210142683","display_name":"Instituto Nacional do C\u00e2ncer","ror":"https://ror.org/055n68305","country_code":"BR","type":"healthcare","lineage":["https://openalex.org/I4210142683"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Raquel Lopes Costa","raw_affiliation_strings":["National Cancer Institute  Rio de Janeiro Brazil","National Cancer Institute, Rio de Janeiro, Brazil"],"affiliations":[{"raw_affiliation_string":"National Cancer Institute  Rio de Janeiro Brazil","institution_ids":["https://openalex.org/I4210142683"]},{"raw_affiliation_string":"National Cancer Institute, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I4210142683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076955578","display_name":"Maria Luiza Mondelli","orcid":"https://orcid.org/0000-0003-1572-2084"},"institutions":[{"id":"https://openalex.org/I4210142352","display_name":"Laborat\u00f3rio Nacional de Computa\u00e7\u00e3o Cient\u00edfica","ror":"https://ror.org/0498ekt05","country_code":"BR","type":"government","lineage":["https://openalex.org/I4210142352"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Maria Luiza Mondelli","raw_affiliation_strings":["National Laboratory for Scientific Computing  Petr\u00f3polis Brazil"],"affiliations":[{"raw_affiliation_string":"National Laboratory for Scientific Computing  Petr\u00f3polis Brazil","institution_ids":["https://openalex.org/I4210142352"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003056599","display_name":"Pedro Milet Meirelles","orcid":"https://orcid.org/0000-0002-1306-0331"},"institutions":[{"id":"https://openalex.org/I126158947","display_name":"Universidade Federal da Bahia","ror":"https://ror.org/03k3p7647","country_code":"BR","type":"education","lineage":["https://openalex.org/I126158947"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Pedro Milet Meirelles","raw_affiliation_strings":["Federal University of Bahia  Salvador Brazil","Federal University of Bahia, Salvador, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Bahia  Salvador Brazil","institution_ids":["https://openalex.org/I126158947"]},{"raw_affiliation_string":"Federal University of Bahia, Salvador, Brazil","institution_ids":["https://openalex.org/I126158947"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000690971","display_name":"Fabiano L. Thompson","orcid":"https://orcid.org/0000-0002-7562-1683"},"institutions":[{"id":"https://openalex.org/I122140584","display_name":"Universidade Federal do Rio de Janeiro","ror":"https://ror.org/03490as77","country_code":"BR","type":"education","lineage":["https://openalex.org/I122140584"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Fabiano Thompson","raw_affiliation_strings":["Federal University of Rio de Janeiro  Rio de Janeiro Brazil","Federal University of Rio de Janeiro, Rio de Janeiro, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Rio de Janeiro  Rio de Janeiro Brazil","institution_ids":["https://openalex.org/I122140584"]},{"raw_affiliation_string":"Federal University of Rio de Janeiro, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I122140584"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073593688","display_name":"M\u00e1rcia Chame","orcid":"https://orcid.org/0000-0003-4680-500X"},"institutions":[{"id":"https://openalex.org/I52325","display_name":"Funda\u00e7\u00e3o Oswaldo Cruz","ror":"https://ror.org/04jhswv08","country_code":"BR","type":"facility","lineage":["https://openalex.org/I52325"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Marcia Chame","raw_affiliation_strings":["Oswaldo Cruz Foundation  Rio de Janeiro Brazil","Oswaldo Cruz Foundation, Rio de Janeiro, Brazil"],"affiliations":[{"raw_affiliation_string":"Oswaldo Cruz Foundation  Rio de Janeiro Brazil","institution_ids":["https://openalex.org/I52325"]},{"raw_affiliation_string":"Oswaldo Cruz Foundation, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I52325"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010517387","display_name":"Artur Ziviani","orcid":"https://orcid.org/0000-0001-9326-8214"},"institutions":[{"id":"https://openalex.org/I4210142352","display_name":"Laborat\u00f3rio Nacional de Computa\u00e7\u00e3o Cient\u00edfica","ror":"https://ror.org/0498ekt05","country_code":"BR","type":"government","lineage":["https://openalex.org/I4210142352"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Artur Ziviani","raw_affiliation_strings":["National Laboratory for Scientific Computing  Petr\u00f3polis Brazil"],"affiliations":[{"raw_affiliation_string":"National Laboratory for Scientific Computing  Petr\u00f3polis Brazil","institution_ids":["https://openalex.org/I4210142352"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064307656","display_name":"Marinez Ferreira de Siqueira","orcid":"https://orcid.org/0000-0002-6869-0293"},"institutions":[{"id":"https://openalex.org/I4210128604","display_name":"Instituto de Pesquisas Jardim Bot\u00e2nico do Rio de Janeiro","ror":"https://ror.org/033xtdz52","country_code":"BR","type":"archive","lineage":["https://openalex.org/I4210128604"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Marinez Ferreira de Siqueira","raw_affiliation_strings":["Rio de Janeiro Botanical Garden  Rio de Janeiro Brazil","Rio de Janeiro Botanical Garden, Rio de Janeiro, Brazil"],"affiliations":[{"raw_affiliation_string":"Rio de Janeiro Botanical Garden  Rio de Janeiro Brazil","institution_ids":["https://openalex.org/I4210128604"]},{"raw_affiliation_string":"Rio de Janeiro Botanical Garden, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I4210128604"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":14,"corresponding_author_ids":["https://openalex.org/A5091408031"],"corresponding_institution_ids":["https://openalex.org/I4210142352","https://openalex.org/I76198965"],"apc_list":{"value":4070,"currency":"USD","value_usd":4070},"apc_paid":{"value":4070,"currency":"USD","value_usd":4070},"fwci":4.1118,"has_fulltext":false,"cited_by_count":49,"citation_normalized_percentile":{"value":0.93957801,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"11","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10895","display_name":"Species Distribution and Climate Change","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"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/T10895","display_name":"Species Distribution and Climate Change","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"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/T12640","display_name":"Environmental DNA in Biodiversity Studies","score":0.9926999807357788,"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/T10015","display_name":"Genomics and Phylogenetic Studies","score":0.9904999732971191,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/biodiversity","display_name":"Biodiversity","score":0.6366788148880005},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5255093574523926},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.484282910823822},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.45178163051605225},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4337523877620697},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.42761775851249695},{"id":"https://openalex.org/keywords/data-discovery","display_name":"Data discovery","score":0.42279762029647827},{"id":"https://openalex.org/keywords/raw-data","display_name":"Raw data","score":0.4158669114112854},{"id":"https://openalex.org/keywords/environmental-resource-management","display_name":"Environmental resource management","score":0.38500112295150757},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.13557446002960205},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.1257200837135315},{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.0970977246761322}],"concepts":[{"id":"https://openalex.org/C130217890","wikidata":"https://www.wikidata.org/wiki/Q47041","display_name":"Biodiversity","level":2,"score":0.6366788148880005},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5255093574523926},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.484282910823822},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.45178163051605225},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4337523877620697},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.42761775851249695},{"id":"https://openalex.org/C2777516300","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data discovery","level":3,"score":0.42279762029647827},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.4158669114112854},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.38500112295150757},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.13557446002960205},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.1257200837135315},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.0970977246761322},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"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":2,"locations":[{"id":"doi:10.1002/widm.1394","is_oa":true,"landing_page_url":"https://doi.org/10.1002/widm.1394","pdf_url":"https://wires.onlinelibrary.wiley.com/doi/pdfdirect/10.1002/widm.1394","source":{"id":"https://openalex.org/S2505707916","display_name":"Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery","issn_l":"1942-4787","issn":["1942-4787","1942-4795"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"WIREs Data Mining and Knowledge Discovery","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1810.00224","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1810.00224","pdf_url":"https://arxiv.org/pdf/1810.00224","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":null,"raw_type":"text"}],"best_oa_location":{"id":"doi:10.1002/widm.1394","is_oa":true,"landing_page_url":"https://doi.org/10.1002/widm.1394","pdf_url":"https://wires.onlinelibrary.wiley.com/doi/pdfdirect/10.1002/widm.1394","source":{"id":"https://openalex.org/S2505707916","display_name":"Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery","issn_l":"1942-4787","issn":["1942-4787","1942-4795"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"WIREs Data Mining and Knowledge Discovery","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4099999964237213,"display_name":"Responsible consumption and production","id":"https://metadata.un.org/sdg/12"}],"awards":[{"id":"https://openalex.org/G2789863340","display_name":null,"funder_award_id":"461572/2014\u20101","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G5878467026","display_name":null,"funder_award_id":"461572/2014\u20101","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"},{"id":"https://openalex.org/G7404874771","display_name":null,"funder_award_id":"381427/2017\u20100","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G763307564","display_name":null,"funder_award_id":"441929/2016\u20108 DFG: 390713860","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"},{"id":"https://openalex.org/G7761958217","display_name":null,"funder_award_id":"441929/2016\u20108","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"}],"funders":[{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"},{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"},{"id":"https://openalex.org/F4320322749","display_name":"Funda\u00e7\u00e3o Carlos Chagas Filho de Amparo \u00e0 Pesquisa do Estado do Rio de Janeiro","ror":"https://ror.org/03kk0s825"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3096930698.pdf","grobid_xml":"https://content.openalex.org/works/W3096930698.grobid-xml"},"referenced_works_count":364,"referenced_works":["https://openalex.org/W1795725","https://openalex.org/W51932600","https://openalex.org/W119753857","https://openalex.org/W162634916","https://openalex.org/W188214801","https://openalex.org/W647674620","https://openalex.org/W836260510","https://openalex.org/W1144607668","https://openalex.org/W1479995954","https://openalex.org/W1481347959","https://openalex.org/W1484413656","https://openalex.org/W1506285740","https://openalex.org/W1528905581","https://openalex.org/W1529006120","https://openalex.org/W1541774929","https://openalex.org/W1542057119","https://openalex.org/W1544024454","https://openalex.org/W1548849615","https://openalex.org/W1549142192","https://openalex.org/W1574680346","https://openalex.org/W1601522920","https://openalex.org/W1620180461","https://openalex.org/W1623746512","https://openalex.org/W1647671624","https://openalex.org/W1657123160","https://openalex.org/W1686810756","https://openalex.org/W1842823893","https://openalex.org/W1848926566","https://openalex.org/W1858065140","https://openalex.org/W1875112053","https://openalex.org/W1911075993","https://openalex.org/W1965470587","https://openalex.org/W1967901188","https://openalex.org/W1969126720","https://openalex.org/W1970143148","https://openalex.org/W1972186280","https://openalex.org/W1973028408","https://openalex.org/W1973073020","https://openalex.org/W1973451694","https://openalex.org/W1974752004","https://openalex.org/W1979600146","https://openalex.org/W1981590391","https://openalex.org/W1982025193","https://openalex.org/W1983082559","https://openalex.org/W1983704199","https://openalex.org/W1983833794","https://openalex.org/W1984596734","https://openalex.org/W1985056511","https://openalex.org/W1985370414","https://openalex.org/W1985903267","https://openalex.org/W1989348205","https://openalex.org/W1990166076","https://openalex.org/W1990370234","https://openalex.org/W1991731696","https://openalex.org/W1993679825","https://openalex.org/W1998025025","https://openalex.org/W1999427920","https://openalex.org/W1999790416","https://openalex.org/W1999816626","https://openalex.org/W2001306005","https://openalex.org/W2004812123","https://openalex.org/W2005202728","https://openalex.org/W2005405996","https://openalex.org/W2006465310","https://openalex.org/W2006686670","https://openalex.org/W2007049610","https://openalex.org/W2008762482","https://openalex.org/W2008985174","https://openalex.org/W2009089479","https://openalex.org/W2011164423","https://openalex.org/W2019709307","https://openalex.org/W2019791882","https://openalex.org/W2021399907","https://openalex.org/W2022144066","https://openalex.org/W2022450117","https://openalex.org/W2022768880","https://openalex.org/W2026620505","https://openalex.org/W2027449523","https://openalex.org/W2027688256","https://openalex.org/W2029021214","https://openalex.org/W2031934506","https://openalex.org/W2035396875","https://openalex.org/W2035791470","https://openalex.org/W2036318837","https://openalex.org/W2036581019","https://openalex.org/W2039262760","https://openalex.org/W2041391522","https://openalex.org/W2043220030","https://openalex.org/W2045657963","https://openalex.org/W2047890294","https://openalex.org/W2048647670","https://openalex.org/W2049776754","https://openalex.org/W2050888782","https://openalex.org/W2050896965","https://openalex.org/W2050984412","https://openalex.org/W2051168702","https://openalex.org/W2052153382","https://openalex.org/W2052357769","https://openalex.org/W2052467507","https://openalex.org/W2056868695","https://openalex.org/W2061920292","https://openalex.org/W2062523619","https://openalex.org/W2063570062","https://openalex.org/W2064003648","https://openalex.org/W2066212698","https://openalex.org/W2066277072","https://openalex.org/W2068211709","https://openalex.org/W2070190147","https://openalex.org/W2070416595","https://openalex.org/W2070750558","https://openalex.org/W2072710788","https://openalex.org/W2076063813","https://openalex.org/W2076371934","https://openalex.org/W2076381052","https://openalex.org/W2077164931","https://openalex.org/W2079018504","https://openalex.org/W2079429717","https://openalex.org/W2079597118","https://openalex.org/W2080019484","https://openalex.org/W2080447891","https://openalex.org/W2081306620","https://openalex.org/W2081334206","https://openalex.org/W2082784739","https://openalex.org/W2084792706","https://openalex.org/W2085862811","https://openalex.org/W2085927787","https://openalex.org/W2086886740","https://openalex.org/W2088969567","https://openalex.org/W2090950329","https://openalex.org/W2091940856","https://openalex.org/W2092976254","https://openalex.org/W2093393699","https://openalex.org/W2094124601","https://openalex.org/W2094623232","https://openalex.org/W2094836499","https://openalex.org/W2096152168","https://openalex.org/W2097601813","https://openalex.org/W2099137552","https://openalex.org/W2099719338","https://openalex.org/W2099901798","https://openalex.org/W2100226004","https://openalex.org/W2101509327","https://openalex.org/W2104671064","https://openalex.org/W2104846587","https://openalex.org/W2107347656","https://openalex.org/W2108290372","https://openalex.org/W2108293993","https://openalex.org/W2109116091","https://openalex.org/W2109191549","https://openalex.org/W2111040250","https://openalex.org/W2111243827","https://openalex.org/W2111438942","https://openalex.org/W2112315008","https://openalex.org/W2112776483","https://openalex.org/W2117540160","https://openalex.org/W2117667463","https://openalex.org/W2118365772","https://openalex.org/W2118436877","https://openalex.org/W2118741610","https://openalex.org/W2119148081","https://openalex.org/W2120902911","https://openalex.org/W2121168663","https://openalex.org/W2121744618","https://openalex.org/W2123073712","https://openalex.org/W2124637492","https://openalex.org/W2127474863","https://openalex.org/W2127898350","https://openalex.org/W2128285285","https://openalex.org/W2128309209","https://openalex.org/W2129687578","https://openalex.org/W2130736843","https://openalex.org/W2130811469","https://openalex.org/W2130861846","https://openalex.org/W2131966673","https://openalex.org/W2132453181","https://openalex.org/W2133788784","https://openalex.org/W2135532831","https://openalex.org/W2135695572","https://openalex.org/W2136291980","https://openalex.org/W2139086914","https://openalex.org/W2139416101","https://openalex.org/W2140190241","https://openalex.org/W2141014056","https://openalex.org/W2141419835","https://openalex.org/W2142733079","https://openalex.org/W2142827986","https://openalex.org/W2145396703","https://openalex.org/W2147030766","https://openalex.org/W2148061495","https://openalex.org/W2149507322","https://openalex.org/W2151940493","https://openalex.org/W2152968182","https://openalex.org/W2154513453","https://openalex.org/W2155370454","https://openalex.org/W2155465308","https://openalex.org/W2156808278","https://openalex.org/W2156927069","https://openalex.org/W2157630710","https://openalex.org/W2158223995","https://openalex.org/W2158315369","https://openalex.org/W2158919277","https://openalex.org/W2159024099","https://openalex.org/W2159327312","https://openalex.org/W2160466183","https://openalex.org/W2160547448","https://openalex.org/W2161353572","https://openalex.org/W2163700710","https://openalex.org/W2164306581","https://openalex.org/W2164334111","https://openalex.org/W2166494209","https://openalex.org/W2166628775","https://openalex.org/W2167076445","https://openalex.org/W2169286869","https://openalex.org/W2170473141","https://openalex.org/W2170565777","https://openalex.org/W2170855418","https://openalex.org/W2172172240","https://openalex.org/W2185072450","https://openalex.org/W2187135688","https://openalex.org/W2190655222","https://openalex.org/W2194775991","https://openalex.org/W2208320122","https://openalex.org/W2208359699","https://openalex.org/W2226784112","https://openalex.org/W2234086713","https://openalex.org/W2259651019","https://openalex.org/W2264965176","https://openalex.org/W2268979663","https://openalex.org/W2296944025","https://openalex.org/W2302501749","https://openalex.org/W2317357404","https://openalex.org/W2317845212","https://openalex.org/W2319815688","https://openalex.org/W2321389345","https://openalex.org/W2321991785","https://openalex.org/W2322750819","https://openalex.org/W2322887451","https://openalex.org/W2326825207","https://openalex.org/W2327946820","https://openalex.org/W2331270861","https://openalex.org/W2331430242","https://openalex.org/W2332539680","https://openalex.org/W2333244110","https://openalex.org/W2345054759","https://openalex.org/W2406907348","https://openalex.org/W2470445494","https://openalex.org/W2482470377","https://openalex.org/W2483140117","https://openalex.org/W2494152129","https://openalex.org/W2496540622","https://openalex.org/W2501282188","https://openalex.org/W2514823555","https://openalex.org/W2517227616","https://openalex.org/W2524338985","https://openalex.org/W2528816092","https://openalex.org/W2537696795","https://openalex.org/W2542459869","https://openalex.org/W2560127491","https://openalex.org/W2572857085","https://openalex.org/W2578958622","https://openalex.org/W2590946496","https://openalex.org/W2597279792","https://openalex.org/W2617863253","https://openalex.org/W2620485168","https://openalex.org/W2623081690","https://openalex.org/W2725167263","https://openalex.org/W2729808627","https://openalex.org/W2734610632","https://openalex.org/W2736779583","https://openalex.org/W2739827855","https://openalex.org/W2741735283","https://openalex.org/W2743583628","https://openalex.org/W2747461544","https://openalex.org/W2751550961","https://openalex.org/W2754216506","https://openalex.org/W2762959207","https://openalex.org/W2765833346","https://openalex.org/W2767716592","https://openalex.org/W2769210209","https://openalex.org/W2770504309","https://openalex.org/W2771990421","https://openalex.org/W2773787581","https://openalex.org/W2775967153","https://openalex.org/W2779724658","https://openalex.org/W2781021616","https://openalex.org/W2783138940","https://openalex.org/W2786240832","https://openalex.org/W2788767722","https://openalex.org/W2789456368","https://openalex.org/W2792840714","https://openalex.org/W2792941565","https://openalex.org/W2794420656","https://openalex.org/W2797202404","https://openalex.org/W2797583072","https://openalex.org/W2798649495","https://openalex.org/W2798664493","https://openalex.org/W2799601058","https://openalex.org/W2802282671","https://openalex.org/W2804269561","https://openalex.org/W2808041626","https://openalex.org/W2808828169","https://openalex.org/W2809392135","https://openalex.org/W2883754520","https://openalex.org/W2884621169","https://openalex.org/W2888786028","https://openalex.org/W2888879692","https://openalex.org/W2889003264","https://openalex.org/W2891543825","https://openalex.org/W2900001891","https://openalex.org/W2901933030","https://openalex.org/W2911964244","https://openalex.org/W2914721251","https://openalex.org/W2921015294","https://openalex.org/W2921099626","https://openalex.org/W2943761765","https://openalex.org/W2947033863","https://openalex.org/W2949650786","https://openalex.org/W2949973804","https://openalex.org/W2954230146","https://openalex.org/W2963530158","https://openalex.org/W2963957599","https://openalex.org/W2964298670","https://openalex.org/W2967322002","https://openalex.org/W2971819904","https://openalex.org/W2974478553","https://openalex.org/W2982423721","https://openalex.org/W2985164600","https://openalex.org/W2994984545","https://openalex.org/W2997881419","https://openalex.org/W3004933898","https://openalex.org/W3008664730","https://openalex.org/W3035781886","https://openalex.org/W3080994967","https://openalex.org/W3104388511","https://openalex.org/W3104895181","https://openalex.org/W3110051778","https://openalex.org/W3113043731","https://openalex.org/W3121953277","https://openalex.org/W3122376720","https://openalex.org/W3122465213","https://openalex.org/W3168403876","https://openalex.org/W4205314051","https://openalex.org/W4211010643","https://openalex.org/W4236585982","https://openalex.org/W4237078129","https://openalex.org/W4237691231","https://openalex.org/W4237916008","https://openalex.org/W4238452917","https://openalex.org/W4238927159","https://openalex.org/W4241350055","https://openalex.org/W4242176316","https://openalex.org/W4242500050","https://openalex.org/W4242729757","https://openalex.org/W4247136144","https://openalex.org/W4248216371","https://openalex.org/W4249303080","https://openalex.org/W4254139041","https://openalex.org/W4256451440","https://openalex.org/W4285719527","https://openalex.org/W4300703929","https://openalex.org/W4308674861","https://openalex.org/W4386390153","https://openalex.org/W4386635998","https://openalex.org/W4388384050"],"related_works":["https://openalex.org/W2770234245","https://openalex.org/W96612179","https://openalex.org/W4229499248","https://openalex.org/W2566006169","https://openalex.org/W2987774938","https://openalex.org/W4256492088","https://openalex.org/W632915154","https://openalex.org/W2055733372","https://openalex.org/W3022067003","https://openalex.org/W4378874356"],"abstract_inverted_index":{"Abstract":[0],"The":[1,64,96,116],"unprecedented":[2],"size":[3],"of":[4,35,68,98,142,157,169,177,181],"the":[5,22,28,33,178],"human":[6],"population,":[7],"along":[8],"with":[9],"its":[10,185],"associated":[11],"economic":[12],"activities,":[13],"has":[14],"an":[15,128],"ever\u2010increasing":[16],"impact":[17],"on":[18],"global":[19],"environments.":[20],"Across":[21],"world,":[23],"countries":[24],"are":[25],"concerned":[26],"about":[27],"growing":[29],"resource":[30],"consumption":[31],"and":[32,50,66,70,87,92,118,123,150,188],"capacity":[34],"ecosystems":[36],"to":[37,47,54,72,79,121,165],"provide":[38],"resources.":[39],"To":[40],"effectively":[41,61],"conserve":[42],"biodiversity,":[43],"it":[44],"is":[45,106,192],"essential":[46],"make":[48],"indicators":[49,75],"knowledge":[51],"openly":[52],"available":[53],"decision\u2010makers":[55],"in":[56],"ways":[57],"that":[58,105],"they":[59],"can":[60],"use":[62,109],"them.":[63],"development":[65],"deployment":[67],"tools":[69],"techniques":[71,119],"generate":[73],"these":[74,99,125,170],"require":[76],"having":[77],"access":[78],"trustworthy":[80],"data":[81,101,126,136],"from":[82],"biological":[83],"collections,":[84],"field":[85],"surveys":[86],"automated":[88],"sensors,":[89],"molecular":[90],"data,":[91,159,183],"historic":[93],"academic":[94],"literature.":[95],"transformation":[97],"raw":[100],"into":[102],"synthesized":[103],"information":[104],"fit":[107],"for":[108],"requires":[110],"going":[111],"through":[112],"many":[113],"refinement":[114],"steps.":[115,171],"methodologies":[117],"applied":[120],"manage":[122],"analyze":[124],"constitute":[127],"area":[129],"usually":[130],"called":[131],"biodiversity":[132,158,182],"informatics":[133],".":[134],"Biodiversity":[135],"follow":[137],"a":[138],"life":[139,179],"cycle":[140,180],"consisting":[141],"planning,":[143],"collection,":[144],"certification,":[145],"description,":[146],"preservation,":[147],"discovery,":[148],"integration,":[149],"analysis.":[151],"Researchers,":[152],"whether":[153],"producers":[154],"or":[155],"consumers":[156],"will":[160],"likely":[161],"perform":[162],"activities":[163],"related":[164],"at":[166],"least":[167],"one":[168],"This":[172,190],"article":[173,191],"explores":[174],"each":[175],"stage":[176],"discussing":[184],"methodologies,":[186],"tools,":[187],"challenges.":[189],"categorized":[193],"under:":[194],"Algorithmic":[195],"Development":[196],">":[197],"Biological":[198],"Data":[199],"Mining":[200]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}