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地球中小型水库的高分辨率地表水动力。

High-resolution surface water dynamics in Earth's small and medium-sized reservoirs.

机构信息

Deltares, Delft, The Netherlands.

Delft University of Technology, Delft, The Netherlands.

出版信息

Sci Rep. 2022 Aug 12;12(1):13776. doi: 10.1038/s41598-022-17074-6.

Abstract

Small and medium-sized reservoirs play an important role in water systems that need to cope with climate variability and various other man-made and natural challenges. Although reservoirs and dams are criticized for their negative social and environmental impacts by reducing natural flow variability and obstructing river connections, they are also recognized as important for social and economic development and climate change adaptation. Multiple studies map large dams and analyze the dynamics of water stored in the reservoirs behind these dams, but very few studies focus on small and medium-sized reservoirs on a global scale. In this research, we use multi-annual multi-sensor satellite data, combined with cloud analytics, to monitor the state of small (10-100 ha) to medium-sized (> 100 ha, excluding 479 large ones) artificial water reservoirs globally for the first time. These reservoirs are of crucial importance to the well-being of many societies, but regular monitoring records of their water dynamics are mostly missing. We combine the results of multiple studies to identify 71,208 small to medium-sized reservoirs, followed by reconstructing surface water area changes from satellite data using a novel method introduced in this study. The dataset is validated using 768 daily in-situ water level and storage measurements (r2 > 0.7 for 67% of the reservoirs used for the validation) demonstrating that the surface water area dynamics can be used as a proxy for water storage dynamics in many cases. Our analysis shows that for small reservoirs, the inter-annual and intra-annual variability is much higher than for medium-sized reservoirs worldwide. This implies that the communities reliant on small reservoirs are more vulnerable to climate extremes, both short-term (within seasons) and longer-term (across seasons). Our findings show that the long-term inter-annual and intra-annual changes in these reservoirs are not equally distributed geographically. Through several cases, we demonstrate that this technology can help monitor water scarcity conditions and emerging food insecurity, and facilitate transboundary cooperation. It has the potential to provide operational information on conditions in ungauged or upstream riparian countries that do not share such data with neighboring countries. This may help to create a more level playing field in water resource information globally.

摘要

中小型水库在应对气候变化和各种人为及自然挑战的需水系统中发挥着重要作用。尽管水库和大坝因其减少自然水流变异性和阻碍河流连通性而受到负面的社会和环境影响,但它们也被认为对社会和经济发展以及适应气候变化至关重要。多项研究绘制了大型水坝地图,并分析了这些大坝后面水库中储存的水量动态,但很少有研究关注全球范围内的中小型水库。在这项研究中,我们首次使用多年多传感器卫星数据,并结合云分析,对全球范围内的小型(10-100 公顷)至中型(>100 公顷,但不包括 479 座大型水库)人工水库的状态进行了监测。这些水库对许多社会的福祉至关重要,但对其水动力的定期监测记录大多缺失。我们结合多项研究的结果,确定了 71208 个小型至中型水库,然后使用本研究中引入的新方法,从卫星数据中重建地表水面积变化。该数据集通过 768 个每日现场水位和储水量测量进行了验证(用于验证的 67%的水库中,r2>0.7),表明在许多情况下,地表水面积动态可作为储水动态的代理。我们的分析表明,对于小型水库,全球范围内的年际和年内变异性比中型水库高得多。这意味着依赖小型水库的社区更容易受到短期(季节内)和长期(跨季节)气候极端的影响。我们的研究结果表明,这些水库的长期年际和年内变化在地理上分布不均。通过几个案例,我们证明了这项技术可以帮助监测水资源短缺状况和新出现的粮食不安全问题,并促进跨境合作。它有可能为没有与邻国共享此类数据的未测量或上游流域国家提供有关未测量或上游流域国家条件的运营信息。这可能有助于在全球水资源信息方面创造更公平的竞争环境。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c205/9374738/7d985237133e/41598_2022_17074_Fig1_HTML.jpg

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