Cheer Pheasant (Catreus wallichii) and the Conservation Paradox: Importance of Unprotected Areas
Abstract
:1. Introduction
2. Material and Methods
2.1. Study Area
2.2. Species Distribution Modelling
2.3. Model Building, Selection, and Evaluation
3. Results
4. Discussion
5. Conservation Implications
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Variable Name | Code | % Contribution to Final Model |
---|---|---|
Annual mean temperature (°C) | Bio_1 | 6.1 |
Mean diurnal range (mean of monthly max. and min. temp.) (°C) | Bio_2 | |
* Mean temperature of wettest quarter (°C) | Bio_8 | |
Annual precipitation (mm) | Bio_12 | 29.9 |
Precipitation of driest month (mm) | Bio_14 | 17.3 |
* Precipitation of Driest Quarter (mm) | Bio_17 | |
* Aspect | aspect | |
Elevation (above sea level, m) | altitude | 20.9 |
* Slope (°) | Slope | |
Global Land Cover 2000 | landcover | 25.8 |
Model Variables | Training Gain | Test Gain | Test AUC | Training AUC |
---|---|---|---|---|
elevation, aspect, bio_1, bio_2, bio_8, bio_12, bio_14, bio_17, landcover, slope | 0.810 (0.783–0.838) | 1.107 (0.870–1.343) | 0.880 (0.850–0.910) | 0.949 (0.946–0.952) |
elevation, aspect, bio_1, bio_2, bio_8, bio_12, bio_14, landcover, slope | 0.724 (0.712–0.737) | 0.917 (0.782–1.052) | 0.853 (0.835–0.871) | 0.940 (0.938–0.942) |
elevation, aspect, bio_1, bio_2, bio_12, bio_14, landcover, slope | 0.767 (0.751–0.783) | 1.054 (0.872–1.236) | 0.869 (0.847–0.890) | 0.944 (0.941–0.947) |
elevation, aspect, bio_1, bio_12, bio_14, landcover, slope | 0.712 (0.696–0.729) | 1.001 (0.874–1.127) | 0.862 (0.842–0.882) | 0.933 (0.931–0.935) |
elevation, bio_1, bio_12, bio_14, landcover, slope | 0.710 (0.690–0.730) | 1.121 (0.946–1.295) | 0.876 (0.852–0.899) | 0.926 (0.924–0.928) |
* elevation, bio_1, bio_12, bio_14, landcover | 0.643 (0.621–0.664) | 1.086 (0.897–1.275) | 0.876 (0.849–0.902) | 0.918 (0.916–0.920) |
elevation, bio_12, bio_14, landcover | 0.666 (0.651–0.682) | 1.038 (0.868–1.207) | 0.857 (0.832–0.881) | 0.909 (0.907–0.911) |
elevation, bio_12, landcover | 0.566 (0.548–0.584) | 0.865 (0.692–1.037) | 0.845 (0.812–0.878) | 0.882 (0.878–0.885) |
elevation, bio_12 | 0.501 (0.490–0.512) | 0.854 (0.744–0.965) | 0.845 (0.820–0.870) | 0.865 (0.861–0.868) |
Elevation | 0.295 (0.280–0.310) | 0.451 (0.315–0.587) | 0.765 (0.720–0.810) | 0.780 (0.775–0.785) |
Total Potential Habitat (km2) | Potential Habitat in Protected Areas (km2) | Potential Habitat outside Protected Areas (km2) | |
---|---|---|---|
India | 2865.6 | 448.8 | 2416.8 |
Nepal | 198.5 | 80.7 | 117.8 |
Pakistan | 73.8 | 9.7 | 64.1 |
Total | 3137.9 | 539.1 | 2598.8 |
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Kaul, R.; Kalsi, R.S.; Singh, R.; Basnet, H.; Awan, M.N. Cheer Pheasant (Catreus wallichii) and the Conservation Paradox: Importance of Unprotected Areas. Diversity 2022, 14, 785. https://doi.org/10.3390/d14100785
Kaul R, Kalsi RS, Singh R, Basnet H, Awan MN. Cheer Pheasant (Catreus wallichii) and the Conservation Paradox: Importance of Unprotected Areas. Diversity. 2022; 14(10):785. https://doi.org/10.3390/d14100785
Chicago/Turabian StyleKaul, Rahul, Rajiv S. Kalsi, Randeep Singh, Hari Basnet, and Muhammad Naeem Awan. 2022. "Cheer Pheasant (Catreus wallichii) and the Conservation Paradox: Importance of Unprotected Areas" Diversity 14, no. 10: 785. https://doi.org/10.3390/d14100785
APA StyleKaul, R., Kalsi, R. S., Singh, R., Basnet, H., & Awan, M. N. (2022). Cheer Pheasant (Catreus wallichii) and the Conservation Paradox: Importance of Unprotected Areas. Diversity, 14(10), 785. https://doi.org/10.3390/d14100785