Knowledge Resource Center for Ecological Environment in Arid Area
DOI | 10.3390/rs13173423 |
Monitoring Drought through the Lens of Landsat: Drying of Rivers during the California Droughts | |
Gao, Shang; Li, Zhi; Chen, Mengye; Allen, Daniel; Neeson, Thomas; Hong, Yang | |
通讯作者 | Hong, Y (corresponding author), Univ Oklahoma, Hydrometeorol & Remote Sensing Lab, Sch Civil Engn & Environm Sci, Norman, OK 73019 USA. |
来源期刊 | REMOTE SENSING
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EISSN | 2072-4292 |
出版年 | 2021 |
卷号 | 13期号:17 |
英文摘要 | Water scarcity during severe droughts has profound hydrological and ecological impacts on rivers. However, the drying dynamics of river surface extent during droughts remains largely understudied. Satellite remote sensing enables surveys and analyses of rivers at fine spatial resolution by providing an alternative to in-situ observations. This study investigates the seasonal drying dynamics of river extent in California where severe droughts have been occurring more frequently in recent decades. Our methods combine the use of Landsat-based Global Surface Water (GSW) and global river bankful width databases. As an indirect comparison, we examine the monthly fractional river extent (FrcSA) in 2071 river reaches and its correlation with streamflow at co-located USGS gauges. We place the extreme 2012-2015 drought into a broader context of multi-decadal river extent history and illustrate the extraordinary change between during- and post-drought periods. In addition to river extent dynamics, we perform statistical analyses to relate FrcSA with the hydroclimatic variables obtained from the National Land Data Assimilation System (NLDAS) model simulation. Results show that Landsat provides consistent observation over 90% of area in rivers from March to October and is suitable for monitoring seasonal river drying in California. FrcSA reaches fair (>0.5) correlation with streamflow except for dry and mountainous areas. During the 2012-2015 drought, 332 river reaches experienced their lowest annual mean FrcSA in the 34 years of Landsat history. At a monthly scale, FrcSA is better correlated with soil water in more humid areas. At a yearly scale, summer mean FrcSA is increasingly sensitive to winter precipitation in a drier climate; and the elasticity is also reduced with deeper ground water table. Overall, our study demonstrates the detectability of Landsat on the river surface extent in an arid region with complex terrain. River extent in catchments of deficient water storage is likely subject to higher percent drop in a future climate with longer, more frequent droughts. |
英文关键词 | drought Landsat river surface extent seasonal drying NLDAS |
类型 | Article |
语种 | 英语 |
开放获取类型 | gold |
收录类别 | SCI-E |
WOS记录号 | WOS:000694489300001 |
WOS关键词 | SURFACE-WATER CHANGE ; CLIMATE-CHANGE ; LOW FLOWS ; INDEX ; RESILIENCE ; STREAMFLOW ; EXTRACTION ; IMPACTS ; FUTURE ; RISK |
WOS类目 | Environmental Sciences ; Geosciences, Multidisciplinary ; Remote Sensing ; Imaging Science & Photographic Technology |
WOS研究方向 | Environmental Sciences & Ecology ; Geology ; Remote Sensing ; Imaging Science & Photographic Technology |
资源类型 | 期刊论文 |
条目标识符 | http://119.78.100.177/qdio/handle/2XILL650/364480 |
作者单位 | [Gao, Shang; Li, Zhi; Chen, Mengye; Hong, Yang] Univ Oklahoma, Hydrometeorol & Remote Sensing Lab, Sch Civil Engn & Environm Sci, Norman, OK 73019 USA; [Allen, Daniel] Univ Oklahoma, Dept Biol, Norman, OK 73019 USA; [Neeson, Thomas] Univ Oklahoma, Dept Geog & Environm Sustainabil, Norman, OK 73019 USA |
推荐引用方式 GB/T 7714 | Gao, Shang,Li, Zhi,Chen, Mengye,et al. Monitoring Drought through the Lens of Landsat: Drying of Rivers during the California Droughts[J],2021,13(17). |
APA | Gao, Shang,Li, Zhi,Chen, Mengye,Allen, Daniel,Neeson, Thomas,&Hong, Yang.(2021).Monitoring Drought through the Lens of Landsat: Drying of Rivers during the California Droughts.REMOTE SENSING,13(17). |
MLA | Gao, Shang,et al."Monitoring Drought through the Lens of Landsat: Drying of Rivers during the California Droughts".REMOTE SENSING 13.17(2021). |
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