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Interpreting C-band InSAR ground deformation data for large-scale groundwater management in Australia

机译:解释澳大利亚大型地下水管理的C频段insar地面变形数据

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Study regionThree regions across Australia, covering a total of ~350,000 km2: the Perth basin in Western Australia, Northern New South Wales (Border Rivers, Gwydir, Lower Namoi and Condamine catchments), and Southern New South Wales (Murrumbidgee, Lachlan, Murray and Billabong-Yanco catchments).Study focusWhile presenting the first large-scale InSAR deformation maps over Australia, covering ~350,000 km2, we explore the value of C-band InSAR ground deformation maps for supporting large-scale aquifer depletion and compaction mapping. The obtention of spatially continuous InSAR ground deformation maps over irrigated agricultural areas (where groundwater depletion typically occurs) implies interpreting the radar phase signal over areas where (1) InSAR coherence is low and/or intermittent and (2) deformation unrelated to aquifer compaction may occur. The study explores how these two factors challenges the interpretability of InSAR data for groundwater management purposes.New hydrological insights for the regionInSAR signals non-attributable to groundwater storage change occurs in relation to high clay content in surficial soils, unfavourable land cover (low coherence), and cropping activities modifying the soil surface. Clayey soils swell and shrink with climate variability and cropping activities, creating InSAR ground displacement signals in the range ± 20?60 mm/yr, with cropping activities alone contributing up to ~38 % of this signal. Geomorphological signals corresponding to riverbanks erosion and sediment deposition are observed along ephemeral streams and floodplains. By accounting for non-groundwater deformation sources and via a comparison with in situ groundwater level data, we show a spatial correlation between ground deformation and aquifer storage in five areas, including four in regional Australia.
机译:在澳大利亚研究地区的地区,占据了〜350,000平方公里:澳大利亚州西澳大利亚州珀斯盆地(南部河流,Gwydir,下部Namoi和康复集水区),以及南方新南威尔士(Murrumbidgee,Lachlan,Murray) Billabong-Yanco集水区).Study焦点在澳大利亚提供第一个大型insar变形图,覆盖〜350,000平方公里,我们探讨了C波段Insar地面变形图的价值,用于支持大规模含水层耗尽和压实映射。在灌溉农业区域(通常发生地下水耗尽)上的空间连续的insar地面变形地图的基础意味着解释(1)套筒相干性低和/或间歇性的区域的雷达相位信号(2)与含水层压实不相关的区域发生。该研究探讨了这两个因素如何挑战地下水管理的令人挑战性的可解释性。新的地区Sinsar信号的水文见解不归因于地表储存变化的不归因于表面土壤中的高粘土含量,不利的陆地覆盖(低相干)和修饰土壤表面的裁剪活动。 Clayey土壤膨胀并缩小了气候变化和种植活动,在±20?60 mm / yr的范围内创建了Insar地面位移信号,单独使用裁剪活动贡献该信号的〜38%。沿着短炼溪流和洪泛平坦观察到与河岸侵蚀和沉积物相对应的地貌信号。通过对非地下水变形来源进行核算,并通过与原位地下水位数据进行比较,我们在五个地区展示了地面变形和含水层储存之间的空间相关,包括区域澳大利亚四个区域。

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