空间尺度在干旱监测预警系统中的作用

IF 4.3 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Environmental Reviews Pub Date : 2022-03-03 DOI:10.1139/er-2021-0102
Jacob Mardian
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引用次数: 4

摘要

干旱是一种代价高昂的自然灾害,其特点是缺水,影响水的供应、农业、生态系统和经济。干旱的驱动机制在广泛的空间尺度上发挥作用,从山坡上土壤水分的运动到全球大气环流。此外,干旱的影响在空间尺度上各不相同,从干旱引起的特定农田的作物压力到大陆普遍缺水。因此,需要多尺度干旱监测和预警系统来利用在不同空间尺度上获得的观测数据集,并将干旱影响传达给政府和行业的各级决策者。然而,必须采用缩放来跨尺度转换信息,要么修复输入数据集空间尺度的不一致性,要么修改模型输出尺度。这些缩放技术有一些挑战和限制,阻碍了干旱的准确性和可解释性,例如可修改面积单元问题(MAUP)和增加的模型不确定性。本文综述了空间尺度在干旱监测和预警系统中的作用、相关挑战以及将其影响降至最低的技术。最后,本综述确定了几个知识差距和未来方向。
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The Role of Spatial Scale in Drought Monitoring and Early Warning Systems: A Review
Drought is a costly natural disaster characterized by water shortages that impact water availability, agriculture, ecosystems, and the economy. The driving mechanisms of drought operate on a wide range of spatial scales, from the movement of soil water on a hillslope to global atmospheric circulation. Additionally, drought impacts vary across spatial scales, from drought induced crop stress on a specific agricultural field to widespread continental water shortages. As a result, multi-scalar drought monitoring and early warning systems are needed to utilize observational datasets obtained at different spatial scales and to communicate drought impacts to various levels of decision-makers in government and industry. However, scaling must be employed to translate information across scales, either to fix incongruencies in the spatial scale of input datasets or to modify the model output scale. These scaling techniques have several challenges and limitations that hinder drought accuracy and interpretability, such as the Modifiable Areal Unit Problem (MAUP) and increased model uncertainty. This paper reviews the role of spatial scale in drought monitoring and early warning systems, the associated challenges, and techniques to minimize their impact. Finally, this review identifies several knowledge gaps and future directions.
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来源期刊
Environmental Reviews
Environmental Reviews 环境科学-环境科学
自引率
3.50%
发文量
45
期刊介绍: Published since 1993, Environmental Reviews is a quarterly journal that presents authoritative literature reviews on a wide range of environmental science and associated environmental studies topics, with emphasis on the effects on and response of both natural and manmade ecosystems to anthropogenic stress. The authorship and scope are international, with critical literature reviews submitted and invited on such topics as sustainability, water supply management, climate change, harvesting impacts, acid rain, pesticide use, lake acidification, air and marine pollution, oil and gas development, biological control, food chain biomagnification, rehabilitation of polluted aquatic systems, erosion, forestry, bio-indicators of environmental stress, conservation of biodiversity, and many other environmental issues.
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