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To investigate the impact of climate change on the global distribution of\n                    <jats:styled-content style=\"fixed-case\">\n                      <jats:italic>M. acuminata<\/jats:italic>\n                    <\/jats:styled-content>\n                    , this study employed MaxEnt modeling in conjunction with 22 environmental variables under current and future conditions (2050s and 2070s) to conduct a comparative analysis of its suitable habitats. After rational screening, a total of 795 global occurrence records and 10 selected key environmental variables were incorporated into the MaxEnt model, which demonstrated excellent predictive accuracy (AUC \u2265\u20090.919). The results indicate that the mean temperature of the coldest quarter (Bio11) and the precipitation of the driest month (Bio14) are the primary factors limiting the distribution of\n                    <jats:styled-content style=\"fixed-case\">\n                      <jats:italic>M. acuminata<\/jats:italic>\n                    <\/jats:styled-content>\n                    . Under current climate conditions, its high\u2010suitability areas are concentrated in Northern Europe and the border region between the United States and Canada. Under the high\u2010emission scenario (SSP5\u20108.5) in the 2070s, the high\u2010suitability area is projected to contract by nearly 36%, with the centroid shifting northwestward to higher elevation and an increase in habitat fragmentation. This projected contraction and fragmentation of suitable habitats may pose particular challenges for\n                    <jats:styled-content style=\"fixed-case\">\n                      <jats:italic>M.\u00a0acuminata<\/jats:italic>\n                    <\/jats:styled-content>\n                    , given its known reliance on habitat connectivity for locating fire sites via its specialized infrared sensory system. However, direct validation of this mechanistic link requires further empirical investigation. Based on the predicted suitable habitats of\n                    <jats:styled-content style=\"fixed-case\">\n                      <jats:italic>M. acuminata<\/jats:italic>\n                    <\/jats:styled-content>\n                    in 2050s and 2070s, future conservation efforts should focus on high\u2010suitability areas in Northern Europe and Canada.\n                  <\/jats:p>","DOI":"10.1002\/ece3.74317","type":"journal-article","created":{"date-parts":[[2026,9,9]],"date-time":"2026-09-09T02:52:18Z","timestamp":1788922338000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Predicted Global Redistribution of Pyrophilous Beetle\n                    <scp>\n                      <i>Melanophila acuminata<\/i>\n                    <\/scp>\n                    (Coleoptera: Buprestidae) Under Climate Change"],"prefix":"10.1002","volume":"16","author":[{"ORCID":"https:\/\/orcid.org\/0009-0006-5311-3457","authenticated-orcid":false,"given":"Jieqiong","family":"Wang","sequence":"first","affiliation":[{"name":"College of Life Sciences China West Normal University  Nanchong Sichuan China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shiqi","family":"Liu","sequence":"additional","affiliation":[{"name":"College of Life Sciences China West Normal University  Nanchong Sichuan China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yingying","family":"Li","sequence":"additional","affiliation":[{"name":"College of Life Sciences China West Normal University  Nanchong Sichuan China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Aimin","family":"Shi","sequence":"additional","affiliation":[{"name":"College of Life Sciences China West Normal University  Nanchong Sichuan China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-4052-5578","authenticated-orcid":false,"given":"Yunchun","family":"Li","sequence":"additional","affiliation":[{"name":"College of Life Sciences China West Normal University  Nanchong Sichuan China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ding","family":"Yang","sequence":"additional","affiliation":[{"name":"College of Life Sciences China West Normal University  Nanchong Sichuan China"},{"name":"College of Plant Protection China Agricultural University  Beijing China"},{"name":"State Key Laboratory of Green Pesticides Guizhou University  Guiyang Guizhou China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhonghua","family":"Wei","sequence":"additional","affiliation":[{"name":"College of Life Sciences China West Normal University  Nanchong Sichuan China"},{"name":"State Key Laboratory of Green Pesticides Guizhou University  Guiyang Guizhou China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"311","published-online":{"date-parts":[[2026,9,8]]},"reference":[{"key":"e_1_2_11_2_1","doi-asserted-by":"publisher","DOI":"10.1002\/ps.6886"},{"key":"e_1_2_11_3_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0304-3800(02)00349-6"},{"key":"e_1_2_11_4_1","first-page":"45","article-title":"Befallsverteilung von Melanophila acuminata DEG., Phaenops cyanea F. 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