{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,20]],"date-time":"2026-08-20T04:25:53Z","timestamp":1787199953845,"version":"build-2736575974"},"reference-count":38,"publisher":"Wiley","issue":"4","license":[{"start":{"date-parts":[[2026,8,7]],"date-time":"2026-08-07T00:00:00Z","timestamp":1786060800000},"content-version":"vor","delay-in-days":6,"URL":"http:\/\/onlinelibrary.wiley.com\/termsAndConditions#vor"},{"start":{"date-parts":[[2026,8,1]],"date-time":"2026-08-01T00:00:00Z","timestamp":1785542400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/doi.wiley.com\/10.1002\/tdm_license_1.1"}],"content-domain":{"domain":["onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["J of Medical Primatology"],"published-print":{"date-parts":[[2026,8]]},"abstract":"<jats:title>ABSTRACT<\/jats:title>\n                  <jats:sec>\n                    <jats:title>Background<\/jats:title>\n                    <jats:p>Human\u2013macaque conflict has become an increasing concern in urban and residential areas. Existing deterrent systems, particularly ultrasonic\u2010based approaches relying on fixed frequencies or simple motion detection, have limited effectiveness and high false alarm rates. Moreover, most systems lack integration between detection, risk assessment, and adaptive response mechanisms.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Objective<\/jats:title>\n                    <jats:p>To develop a smart\u2010alarm system for detecting and mitigating long\u2010tailed macaque intrusion in human residential environments.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>Computer vision\u2010based object detection was integrated with real\u2010time risk assessment using distance and group size as key parameters. The system dynamically activates deterrent sound signals and sends real\u2010time alerts via communication platforms. The system was deployed and evaluated in a real\u2010world setting (Sriracha Campus, Kasetsart University).<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>The system could effectively detect macaques and provide appropriate, timely deterrence responses, thereby reducing human\u2013macaque conflict.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusions<\/jats:title>\n                    <jats:p>This novel AI\u2010based integrated framework combines detection, behavior analysis, and risk assessment for nonlethal wildlife management in shared human\u2013animal environments.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1111\/jmp.70105","type":"journal-article","created":{"date-parts":[[2026,8,8]],"date-time":"2026-08-08T04:27:07Z","timestamp":1786163227000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["A Smart\u2010Alarm Detection and Deterrent System for Long\u2010Tailed Macaque Intrusion in Human Residential Zones"],"prefix":"10.1111","volume":"55","author":[{"ORCID":"https:\/\/orcid.org\/0009-0009-1437-3688","authenticated-orcid":false,"given":"Kanyanut","family":"Homsapaya","sequence":"first","affiliation":[{"name":"Department of Computer Science and Information, Faculty of Science at Sriracha Kasetsart University  Chonburi Thailand"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0004-2108-0203","authenticated-orcid":false,"given":"Janya","family":"Jadejaroen","sequence":"additional","affiliation":[{"name":"Department of Resources and Environment, Faculty of Science at Sriracha Kasetsart University  Chonburi Thailand"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0004-5193-1005","authenticated-orcid":false,"given":"Orawan","family":"Watchanupaporn","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Information, Faculty of Science at Sriracha Kasetsart University  Chonburi Thailand"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"311","published-online":{"date-parts":[[2026,8,7]]},"reference":[{"key":"e_1_2_11_2_1","article-title":"Another Potential Zoonotic Threat? 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