Hydrologic responses to wildfires in western Oregon, USA

IF 5.9 1区 地球科学 Q1 ENGINEERING, CIVIL Journal of Hydrology Pub Date : 2024-07-02 DOI:10.1016/j.jhydrol.2024.131612
Hyunwoo Kang , Ryan P. Cole , Lorrayne Miralha , Jana E. Compton , Kevin D. Bladon
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Abstract

Wildfires can dramatically alter vegetation cover and soil properties across large scales, resulting in substantial shifts in runoff generation, streamflow, and water quality. In September 2020, extensive and high-severity wildfires burned more than 490,000 ha of forest land on the westside of the Cascade Mountain Range in the Pacific Northwest. Much of the area impacted by these fires is critical for the provision of water for downstream aquatic ecosystems, agriculture, hydropower, recreation, and municipal drinking water. We undertook a study to evaluate the effects of four of the large high severity wildfires from 2020 (Riverside, Beachie Creek, Lionshead, and Holiday Farm) on streamflow in nine burned catchments in western Oregon. We also included four unburned, reference catchments in our analysis to enable us to assess post-fire streamflow changes in the burned catchments. To quantify the effects of wildfire on the catchment water balance we used publicly available streamflow data and estimated precipitation, potential evapotranspiration (PET), and actual evapotranspiration (ET), using satellite-based meteorological data. We quantified catchment area burned and burn severity with the average differenced normalized burn ratio (dNBR). We compared hydrologic conditions for the pre-fire (2001–2020) and post-fire (2021–2022) periods by analyzing catchment runoff ratios, ET ratios (evaporative index: quotient of ET divided by precipitation, referred to as EI hereafter), and Budyko curves. We also used random forest models to explore factors influencing the variability in EI. During the post-fire period, we observed decreases in EI and increases in runoff ratio in the burned catchments. Post-fire declines in EI were positively related to burn severity (R2 = 0.70 in 2021; 0.76 in 2022) and area burned (R2 = 0.91 in 2021; 0.95 in 2022), and were primarily driven by decreases in ET. Declines in ET were highly variable, ranging from 10.7–40.2 % in the first year after the fires and 6.1–32.0 % in the second year after the fires, and were generally related to catchment burn severity and area burned. The greatest increases in runoff (16.1 % in 2021 and 19.8 % in 2022) occurred in the same catchment. These results were reinforced by the random forest analysis, which illustrated the importance of burn severity as a predictor of EI. Interestingly, the variability in changes in EI during the post-fire period was also associated with other geomorphic factors such as catchment slope, elevation, geology, aspect, and pre-fire vegetation type. Since the duration and seasonality of post-fire impacts on hydrology remain uncertain, our findings bring new insights and guide future studies into the post-fire responses on hydrology that are crucial for water and forest management.

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美国俄勒冈州西部野火引发的水文反应
野火会极大地改变大范围内的植被覆盖和土壤特性,导致径流生成、溪流和水质发生重大变化。2020 年 9 月,太平洋西北部喀斯喀特山脉西侧发生了大面积的严重野火,烧毁了超过 49 万公顷的林地。受火灾影响的大部分地区对于为下游水生生态系统、农业、水电、娱乐和市政饮用水提供水源至关重要。我们开展了一项研究,以评估 2020 年的四次大规模高严重性野火(河滨、Beachie Creek、狮子头和假日农场)对俄勒冈州西部九个烧毁集水区的溪流的影响。我们还在分析中纳入了四个未烧毁的参考集水区,以便评估烧毁集水区火灾后的溪流变化。为了量化野火对集水区水平衡的影响,我们使用了公开的溪流数据,并利用卫星气象数据估算了降水量、潜在蒸散量 (PET) 和实际蒸散量 (ET)。我们用平均差分归一化燃烧比 (dNBR) 量化了集水区的燃烧面积和燃烧严重程度。我们通过分析集水区径流比、蒸散发比(蒸发指数:蒸散发除以降水量的商,以下简称 EI)和布迪科曲线,比较了火灾前(2001-2020 年)和火灾后(2021-2022 年)的水文条件。我们还使用随机森林模型探讨了影响蒸发指数变化的因素。在火灾后期间,我们观察到被烧毁的集水区 EI 下降,径流比上升。火灾后 EI 的下降与燃烧严重程度(R2 = 0.70,2021 年;0.76,2022 年)和燃烧面积(R2 = 0.91,2021 年;0.95,2022 年)呈正相关,主要是由蒸散发减少引起的。蒸散发的下降变化很大,火灾后第一年的下降幅度为 10.7-40.2%,火灾后第二年的下降幅度为 6.1-32.0%,一般与集水区的燃烧严重程度和燃烧面积有关。同一流域的径流量增幅最大(2021 年为 16.1%,2022 年为 19.8%)。随机森林分析进一步证实了这些结果,说明了燃烧严重程度对预测 EI 的重要性。有趣的是,火灾后 EI 变化的差异性还与其他地貌因素有关,如流域坡度、海拔、地质、地势和火灾前植被类型。由于火灾后对水文影响的持续时间和季节性仍不确定,我们的研究结果为今后研究火灾后对水文的影响提供了新的见解和指导,这对水和森林管理至关重要。
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来源期刊
Journal of Hydrology
Journal of Hydrology 地学-地球科学综合
CiteScore
11.00
自引率
12.50%
发文量
1309
审稿时长
7.5 months
期刊介绍: The Journal of Hydrology publishes original research papers and comprehensive reviews in all the subfields of the hydrological sciences including water based management and policy issues that impact on economics and society. These comprise, but are not limited to the physical, chemical, biogeochemical, stochastic and systems aspects of surface and groundwater hydrology, hydrometeorology and hydrogeology. Relevant topics incorporating the insights and methodologies of disciplines such as climatology, water resource systems, hydraulics, agrohydrology, geomorphology, soil science, instrumentation and remote sensing, civil and environmental engineering are included. Social science perspectives on hydrological problems such as resource and ecological economics, environmental sociology, psychology and behavioural science, management and policy analysis are also invited. Multi-and interdisciplinary analyses of hydrological problems are within scope. The science published in the Journal of Hydrology is relevant to catchment scales rather than exclusively to a local scale or site.
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