D’Arcy, Eleanor; Murphy-Barltrop, Callum J. R.; Shooter, Rob; Simpson, Emma S. A marginal modelling approach for predicting wildfire extremes across the contiguous United States. (English) Zbl 07685226 Extremes 26, No. 2, 381-398 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{E. D'Arcy} et al., Extremes 26, No. 2, 381--398 (2023; Zbl 07685226) Full Text: DOI arXiv
Lee, Jongmin; Kim, Joonpyo; Shin, Joonho; Cho, Seongjin; Kim, Seongmin; Lee, Kyoungjae Analysis of wildfires and their extremes via spatial quantile autoregressive model. (English) Zbl 07685225 Extremes 26, No. 2, 353-379 (2023). MSC: 62P12 62G08 62G32 62H11 PDFBibTeX XMLCite \textit{J. Lee} et al., Extremes 26, No. 2, 353--379 (2023; Zbl 07685225) Full Text: DOI
Zhang, Zhongwei; Krainski, Elias; Zhong, Peng; Rue, Harvard; Huser, Raphaël Joint modeling and prediction of massive spatio-temporal wildfire count and burnt area data with the INLA-SPDE approach. (English) Zbl 07685224 Extremes 26, No. 2, 339-351 (2023). MSC: 62P12 62M30 60G70 PDFBibTeX XMLCite \textit{Z. Zhang} et al., Extremes 26, No. 2, 339--351 (2023; Zbl 07685224) Full Text: DOI arXiv
Makowski, David Simple random forest classification algorithms for predicting occurrences and sizes of wildfires. (English) Zbl 07685223 Extremes 26, No. 2, 331-338 (2023). MSC: 62Exx PDFBibTeX XMLCite \textit{D. Makowski}, Extremes 26, No. 2, 331--338 (2023; Zbl 07685223) Full Text: DOI
Cisneros, Daniela; Gong, Yan; Yadav, Rishikesh; Hazra, Arnab; Huser, Raphaël A combined statistical and machine learning approach for spatial prediction of extreme wildfire frequencies and sizes. (English) Zbl 07685222 Extremes 26, No. 2, 301-330 (2023). MSC: 62G32 62H11 62J05 62J12 62P12 PDFBibTeX XMLCite \textit{D. Cisneros} et al., Extremes 26, No. 2, 301--330 (2023; Zbl 07685222) Full Text: DOI arXiv
Koh, Jonathan Gradient boosting with extreme-value theory for wildfire prediction. (English) Zbl 07685221 Extremes 26, No. 2, 273-299 (2023). MSC: 62G32 62J99 62P12 PDFBibTeX XMLCite \textit{J. Koh}, Extremes 26, No. 2, 273--299 (2023; Zbl 07685221) Full Text: DOI arXiv
Ivek, Tomislav; Vlah, Domagoj Reconstruction of incomplete wildfire data using deep generative models. (English) Zbl 07685220 Extremes 26, No. 2, 251-271 (2023). MSC: 62Exx PDFBibTeX XMLCite \textit{T. Ivek} and \textit{D. Vlah}, Extremes 26, No. 2, 251--271 (2023; Zbl 07685220) Full Text: DOI arXiv
Opitz, Thomas (ed.) Editorial: EVA 2021 data challenge on spatiotemporal prediction of wildfire extremes in the USA. (English) Zbl 07685219 Extremes 26, No. 2, 241-250 (2023). MSC: 00Bxx PDFBibTeX XMLCite \textit{T. Opitz} (ed.), Extremes 26, No. 2, 241--250 (2023; Zbl 07685219) Full Text: DOI