{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,16]],"date-time":"2026-04-16T22:16:40Z","timestamp":1776377800141,"version":"3.51.2"},"reference-count":27,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"name":"Coordination for the Improvement of Higher Education Personnel\u2014CAPES","award":["00x0ma614"],"award-info":[{"award-number":["00x0ma614"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2026]]},"DOI":"10.1109\/access.2026.3652949","type":"journal-article","created":{"date-parts":[[2026,1,12]],"date-time":"2026-01-12T22:02:28Z","timestamp":1768255348000},"page":"8344-8353","source":"Crossref","is-referenced-by-count":1,"title":["Standardized ML and XAI Workflow for Presence-Only Species Distribution Modeling: A Case Study in the Amazon"],"prefix":"10.1109","volume":"14","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7279-4546","authenticated-orcid":false,"given":"Renato Okabayashi","family":"Miyaji","sequence":"first","affiliation":[{"name":"Department of Computer Engineering and Digital Systems, Escola Politécnica, Universidade de São Paulo, São Paulo, Brazil"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2031-6443","authenticated-orcid":false,"given":"Felipe","family":"Valencia de Almeida","sequence":"additional","affiliation":[{"name":"Department of Computer Engineering and Digital Systems, Escola Politécnica, Universidade de São Paulo, São Paulo, Brazil"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8743-4244","authenticated-orcid":false,"given":"Pedro","family":"Luiz Pizzigatti Corr\u00eaa","sequence":"additional","affiliation":[{"name":"Department of Computer Engineering and Digital Systems, Escola Politécnica, Universidade de São Paulo, São Paulo, Brazil"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1146\/annurev.ecolsys.110308.120159"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/3460112.3471966"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1111\/j.2041-210X.2011.00172.x"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/978-4-431-87771-4_16"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1111\/j.1466-8238.2007.00358.x"},{"key":"ref6","first-page":"4765","article-title":"A unified approach to interpreting model predictions","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Lundberg"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/N16-3020"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1111\/ecog.05360"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1111\/j.1365-2664.2006.01214.x"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1111\/j.1365-2664.2010.01911.x"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0071218"},{"key":"ref12","article-title":"Integrating explainable AI with species distribution models to assess anthropogenic impacts on Amazonian birds","volume-title":"Proc. 14th Braz. Conf. Intell. Syst. (BRACIS)","author":"Miyaji"},{"key":"ref13","article-title":"What does explainable AI really mean? A new conceptualization of perspectives","volume-title":"Proc. 1st Int. Workshop Comprehensibility Explanation AI ML","author":"Doran"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.5194\/acp-16-4785-2016"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1175\/BAMS-D-15-00221.1"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.3390\/data6120126"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.7717\/peerj.11177\/table-1"},{"key":"ref18","volume-title":"Sistema De Informa\u00e7\u00e3o Sobre A Biodiversidade Brasileira","year":"2025"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0236103"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1002\/ece3.11097"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1186\/1472-6785-9-8"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1111\/j.1600-0587.2009.06039.x"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.ecolmodel.2007.08.010"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-84858-7"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1162\/089976601750264965"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.29172\/7c2a6982-6d72-4cd8-bba6-2fccb06a7011"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/BF00994018"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/11323511\/11345587.pdf?arnumber=11345587","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,29]],"date-time":"2026-01-29T10:17:50Z","timestamp":1769681870000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11345587\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"references-count":27,"URL":"https:\/\/doi.org\/10.1109\/access.2026.3652949","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]}}}