Country-Level Modeling of Forest Fires in Austria and the Czech Republic: Insights from Open-Source Data
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- López-Ratón, Mónica & Rodríguez-Álvarez, María Xosé & Cadarso-Suárez, Carmen & Gude-Sampedro, Francisco, 2014. "OptimalCutpoints: An R Package for Selecting Optimal Cutpoints in Diagnostic Tests," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 61(i08).
- František Jurečka & Martin Možný & Jan Balek & Zdeněk Žalud & Miroslav Trnka, 2019. "Comparison of Methods for the Assessment of Fire Danger in the Czech Republic," Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis, Mendel University Press, vol. 67(5), pages 1285-1295.
- Zhangwen Su & Lujia Zheng & Sisheng Luo & Mulualem Tigabu & Futao Guo, 2021. "Modeling wildfire drivers in Chinese tropical forest ecosystems using global logistic regression and geographically weighted logistic regression," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 108(1), pages 1317-1345, August.
- Haiganoush K. Preisler & A. A. Ager & H. K. Preisler & B. Arca & D. Spano & M. Salis, 2014. "Wildfire risk estimation in the Mediterranean area," Environmetrics, John Wiley & Sons, Ltd., vol. 25(6), pages 384-396, September.
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Keywords
machine learning; MODIS; OpenStreetMap; random forest; forest fire occurrence mapping; WorldClim;All these keywords.
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