Impact of Climate Change on The Habitat of the Eurasian Otter in the Southwest of Iran | ||
| ECOPERSIA | ||
| Article 1, Volume 12, Issue 4 - Serial Number 50, 2024, Pages 317-328 PDF (1.85 M) | ||
| Document Type: Original Research | ||
| DOI: DOI: 10.22034/ECOPERSIA.12.4.317 | ||
| Authors | ||
| Zahra Nazari1; Olyagholi Khalilipour* 2; Mohammad Reza Ashrafzadeh3; Soheil saidian4 | ||
| 1Msc Student, Department of Environmental science, Faculty of Marine Natural Resource, Khorramshahr University of Marine science and technology, Khorramshahr, Iran | ||
| 2Asistant Professor, Department of Environmental Science, Faculty of Marine Natural Resource, Khorramshahr University of Marine Science and Technology, Khorramshahr, Iran | ||
| 3Associate professor, Department of environmental Science, Faculty of Natural Resources and Earth Sciences, Shahrekord University, Shahrekord, Iran | ||
| 4Assistant professor, Department of Basic Sciences and General Courses, Faculty of Economics and Management, Khorramshahr University of Marine Science and Technology, Khorramshahr, Iran | ||
| Abstract | ||
| Aims: This research examined climate change’s impact on the Eurasian otter’s habitat (Lutra lutra) in Khuzestan Province based on habitat modeling in R regarding climate scenarios and the MRI-ESM2-0 general circulation model. Materials & Methods: 72 points were recorded, and ten climatic and environmental variables were used as inputs for the models. The ROC curve, TSS, and Kappa coefficient were used to assess model accuracy using three different methods. Findings: In the ROC model, AUC 0.7–0.8 indicates a suitable model, AUC 0.8–0.9 indicates a robust model, and AUC > 0.9 indicates a powerful model. In the TSS model,> 0.75 indicates excellent diagnostic power, 0.4–0.75 indicates good, and < 0.4 indicates weak diagnostic power. The Kappa coefficient (0.39–0.98) shows good prediction accuracy. The RF and GBM were the best for determining the habitat of the Eurasian otter in Khuzestan Province. River distance, BIO1, and BIO3 had the most significant role in habitat suitability. A total of 9176.185 km² of Khuzestan Province was identified as a suitable habitat. The prediction of the species’ distribution changes based on SSP126, SSP370, and SSP585 showed that this species’ habitat would decrease until 2070. Conclusion: Climate change significantly affects the distribution of the Eurasian otter. Similar to other studies on animal and plant species, it leads to habitat reduction and alterations in habitat ranges. | ||
| Keywords | ||
| Climate Change; European Otter; Suitability; General Circulation Models | ||
| References | ||
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