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The systematic review compiled data on physiological responses and the thermal environment, which were then used in the meta-analysis to adjust regression models. The bibliometric analysis mapped the relationships among studies, highlighting their usefulness in interpreting research findings and biases. Addressing prior methodological critiques, the core of this study involves replacing the linear approach with a non-linear segmented regression model to accurately define the Thermal Neutral Zone (TNZ). The Segmented Regression Model was crucial, establishing the upper limit of the Thermal Neutral Zone (TNZ) at an air temperature (t\n                    <jats:sub>air<\/jats:sub>\n                    ) of 34.64\u00a0\u00b0C, where t\n                    <jats:sub>rectal<\/jats:sub>\n                    begins to increase abruptly. The model, while identifying a biologically significant breakpoint, exhibited a moderate Multiple R-squared of 0.3529, highlighting the high heterogeneity and methodological variability in the current Santa In\u00eas literature. This non-linear approach offers a biologically superior tool for identifying the onset of thermal distress.\n                  <\/jats:p>","DOI":"10.1007\/s00484-026-03310-5","type":"journal-article","created":{"date-parts":[[2026,9,11]],"date-time":"2026-09-11T11:50:30Z","timestamp":1789127430000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Non-linear predictive modeling and comprehensive meta-analysis of rectal temperature in Santa In\u00eas sheep: a systematic review of thermal challenges and biometerological trends"],"prefix":"10.1007","volume":"70","author":[{"ORCID":"https:\/\/orcid.org\/0009-0000-9134-2628","authenticated-orcid":false,"given":"Giulia Correa","family":"Sassi","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-9977-571X","authenticated-orcid":false,"given":"Jo\u00e3o Flavio de Paulo Costa","family":"Santos","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8839-2867","authenticated-orcid":false,"given":"Jaqueline de Oliveira","family":"Castro","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9653-205X","authenticated-orcid":false,"given":"Tadayuki Yanagi","family":"Junior","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2026,9,11]]},"reference":[{"issue":"1","key":"3310_CR1","first-page":"244","volume":"29","author":"JH Ablanedo-Rosas","year":"2020","unstructured":"Ablanedo-Rosas JH (2020) Bibliometric analysis of sustainability in business and management research. 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