Modelling wildfire occurrence at regional scale from land use/cover and climate change scenarios

被引:20
|
作者
Vilar, L. [1 ,5 ]
Herrera, S. [2 ]
Tafur-Garcia, E. [1 ]
Yebra, M. [3 ,4 ]
Martinez-Vega, J. [1 ]
Echavarria, P. [1 ]
Martin, M. P. [1 ]
机构
[1] CSIC, Inst Econ Geog & Demog IEGD, Madrid, Spain
[2] Univ Cantabria, Dept Appl Math & Comp Sci, Meteorol Grp MG UC, Santander, Spain
[3] Australian Natl Univ, Fenner Sch Environm & Soc, Coll Sci, Acton, ACT, Australia
[4] Australian Natl Univ, Sch Engn, Coll Engn & Comp Sci, Acton, ACT, Australia
[5] Univ Alcala, Dept Geol Geog & Environm Sci, Alcala De Henares, Spain
基金
西班牙国家研究理事会;
关键词
Land use land cover interfaces; Climate change initiative-land cover; LFMC; Coupled model intercomparison project 5 (CMIP5); Business-as-usual scenario; Wildland urban interface; FUEL MOISTURE-CONTENT; WILDLAND-URBAN INTERFACE; FOREST-FIRES; GROWTH SCENARIOS; DRIVING FACTORS; BOREAL FOREST; PATTERNS; SPAIN; RISK; ABANDONMENT;
D O I
10.1016/j.envsoft.2021.105200
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Wildfire occurrence is expected to increase in future climate and Land Use Land Cover (LULC) change scenarios, especially in vulnerable areas as the European Mediterranean Basin. In this study future probability of wildfire occurrence was estimated for a 20-year time period (2041-2060, centered on 2050) by applying a statistically based regression model using LULC-derived contact areas with the forest cover (interfaces) as proxy for the human-related factor and a combination of Live Fuel Moisture Content and seasonal climate-related variables as predictors. Future wildfire occurrence was mapped under RCP 8.5 high emissions scenario in four Spanish regions with heterogeneous socioeconomic, LULC and natural fire-related characteristics at 1 km(2) target spatial resolution. Results showed increased wildfire probability in similar to 19-73% of 1 km(2) cells, observing regional differences in the variable effects. This approach could be applied to other spatial scales offering tools for planning and management actions and to obtain different possible future scenarios.
引用
收藏
页数:17
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