Coupling heat wave and wildfire occurrence across multiple ecoregions within a Eurasia longitudinal gradient
文献类型: 外文期刊
第一作者: Mario, Elia
作者: Mario, Elia;Raffaele, Lafortezza;Onofrio, Cappelluti;Vincenzo, Giannico;Giovanni, Sanesi;Maria, Costa-Saura Jose;Valentina, Bacciu;Shao, Changliang;Maria, Costa-Saura Jose;Maria, Costa-Saura Jose;Raffaele, Lafortezza
作者机构:
关键词: Heat waves; Wildfires; Ecoregions; Euroasia; Fire regime; Risk mitigation
期刊名称:SCIENCE OF THE TOTAL ENVIRONMENT ( 影响因子:9.8; 五年影响因子:9.6 )
ISSN: 0048-9697
年卷期: 2024 年 912 卷
页码:
收录情况: SCI
摘要: Understanding the relationship between heat wave occurrence and wildfire spread represents a key priority in global change studies due to the significant threats posed on natural ecosystems and society. Previous studies have not explored the spatial and temporal mechanism underlying the relationship between heat waves and wildfires occurrence, especially over large geographical regions. This study seeks to investigate such a relationship with a focus on 37 ecoregions within a Eurasia longitudinal gradient. The analysis is based on the wildfire dataset provided by the GlobFire Final Fire Event Detection and the meteorological dataset ERA5-land from Copernicus Climate service. In both cases we focused on the 2001-2019 timeframe. By means of a 12 km square grid, three wildfire metrics, i.e., density, seasonality, and severity of wildfires, were computed as proxy of fire regime. Heat waves were also characterized in terms of periods, duration, and intensity for the same period. Statistical tests were performed to evaluate the different patterns of heat wave and wildfire occurrence in the 37 ecoregions within the study area. By using Geographically Weighted Regression (GWR) we modeled the spatial varying relationships between heat wave characteristics and wildfire metrics. As expected, our results suggest that the 37 ecoregions identified within the Eurasia longitudinal gradient differ in terms of fire regimes. However, the occurrence of heat waves did not show significant differences among ecoregions, but a more evident variability in terms of relationship between fire regime metrics and heat waves within the study area. The outcome of the GWR analysis allowed us to identify the spatial locations (i.e., hotspot areas) where the relationship between heat waves and wildfires is positive and significant. Hence, in hotspots the presence of heat waves can be seen as a driver of wildfire occurrence in forest and steppe ecosystems. The findings from this study could contribute to a more comprehensive assessment of wildfire patterns in this geographical region, thus supporting cross-regional prevention strategies for disaster risk mitigation.
分类号:
- 相关文献
作者其他论文 更多>>
-
Transfer Learning in Junction With a Light Use Efficiency Model for Estimating Grassland Gross Primary Production
作者:Yu, Ruiyang;Yao, Yunjun;Zhang, Xiaotong;Liu, Lu;Xie, Zijing;Ning, Jing;Fan, Jiahui;Zhang, Luna;Tang, Qingxin;Zhang, Xueyi;Shao, Changliang;Fisher, Joshua B.;Chen, Jiquan;Li, Yufu;Xu, Jia
关键词:Grasslands; Training; Long short term memory; Logic gates; Transfer learning; Remote sensing; Predictive models; Land surface temperature; Data models; Normalized difference vegetation index; Grassland gross primary production (GPP); light use efficiency (LUE); remote sensing; transfer learning (TL)
-
Differential responses of plant and microbial respiration to extreme precipitation and drought during spring and summer in the Eurasian meadow steppe
作者:Legesse, Tsegaye Gemechu;Dong, Xiaobing;Daba, Nano Alemu;Zhu, Wen;Wang, Lulu;Xin, Xiaoping;Shao, Changliang;Xiao, Jingfeng;Dong, Gang;Abeshu, Guta Wakbulcho;Qu, Luping
关键词:Extreme drought; Extreme precipitation events; Heterotrophic respiration; Plant biomass; Rainout shelters; Random forest
-
Dominant species rather than plant biodiversity shape grassland resistance and recovery in response to heatwaves and mowing
作者:Wang, Zhaozhao;Hu, Yalin;Qu, Lu-Ping;Dong, Xiaobing;Chen, Jingyan;Shao, Changliang;De Boeck, Hans J.;De Boeck, Hans J.;Dong, Gang;Jiang, Shicheng
关键词:climatic extremes; grassland; heatwave; net ecosystem CO2 exchange; resilience; steppe
-
Contrasting diurnal impacts of vapor pressure deficit on water use efficiency in two semiarid steppe ecosystems
作者:Xie, Haoran;Xie, Haoran;Tian, Shichao;Li, Fei;Sun, Jiali;Hu, Xinmiao;Bai, Haihua;Li, Fei;Li, Fei;Shao, Changliang
关键词:Diurnal carbon-water dynamics; Eddy covariance; Meadow steppe; Typical steppe; Water use efficiency; Vapor pressure deficit
-
Greenhouse gas emissions from livestock production tripled those from household consumption in the Eurasian desert steppe
作者:Wang, Lulu;Legesse, Tsegaye Gemechu;Xin, Xiaoping;Cao, Kexin;Shao, Changliang;Wang, Lulu;Xu, Zhuwen;Liu, Xinchao;Wu, Susie;Chen, Jiquan;Zhang, Yaoqi;Dong, Xiaobing;Liu, Yun
关键词:Family ranch; Greenhouse gas (GHG); Life cycle assessment; Desert steppe; Climate mitigation
-
Spatiotemporal patterns and driving factors of gross primary productivity over the Mongolian Plateau steppe in the past 20 years
作者:Ding, Lei;Shi, Zhou;Chang, Jinfeng;Li, Zhenwang;Li, Zhenwang;Ding, Lei;Wang, Xu;Shen, Beibei;Shao, Changliang;Xiao, Liujun;Dong, Gang;Yu, Lu;Yu, Lu;Nandintsetseg, Banzragch;Nandintsetseg, Banzragch
关键词:Gross primary productivity; Mongolian Plateau; Grassland; Climatic factors; Human activity
-
Multimodel ensemble estimation of Landsat-like global terrestrial latent heat flux using a generalized deep CNN-LSTM integration algorithm
作者:Guo, Xiaozheng;Yao, Yunjun;Jia, Kun;Zhang, Xiaotong;Yang, Junming;Yu, Ruiyang;Xie, Zijing;Liu, Lu;Ning, Jing;Tang, Qingxin;Liang, Shunlin;Shao, Changliang;Fisher, Joshua B.;Chen, Jiquan;Shang, Ke;Zhang, Lilin
关键词:Latent heat flux; Integration algorithm; CNN-LSTM; Landsat; High -spatial -resolution products