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基于Sentinel-1A SAR影像的上下游水位响应分析及其在洪涝预警中的应用 被引量:5
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作者 高龙 阎福礼 《中国科学院大学学报(中英文)》 CSCD 北大核心 2022年第1期91-101,共11页
在水文实测数据匮乏地区,尝试完全利用遥感技术建立一种基于上下游水位响应规律的洪涝预测方法,对当地洪涝预警工作具有重要意义。以斯里兰卡南部Nilwara河为例,利用14期Sentinel-1A SAR影像(2015—2017年)提取的上下游洪峰水位数据,建... 在水文实测数据匮乏地区,尝试完全利用遥感技术建立一种基于上下游水位响应规律的洪涝预测方法,对当地洪涝预警工作具有重要意义。以斯里兰卡南部Nilwara河为例,利用14期Sentinel-1A SAR影像(2015—2017年)提取的上下游洪峰水位数据,建立下游洪峰水位预测模型,预测下游最大洪水淹没范围,并在模型精度评价的基础上,进一步利用2018年的4期Sentinel-1A SAR数据进行真实性检验。结果表明:1)遥感技术反演出的洪峰水位数据能有效反映上下游水位消涨变化的情况;2)建立的4种下游水位预测模型中,ASTER GDEMV2数据下建立的指数型模型拟合效果最好,R^(2)为0.79,RMSE为0.45,说明上下游洪峰水位消涨一致,且有良好相关性;3)真实性检验表明,预测的最大淹没范围总体精度不低于0.71,效果稳定、良好。该方法可为水文实测数据匮乏地区的遥感洪涝预警技术提供一种新的视角。 展开更多
关键词 遥感技术 洪涝预警 洪峰水位 最大淹没范围
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Land use/cover change effects on floods with different return periods: a case study of Beijing, China 被引量:3
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作者 Yueling WANG Xiaoliu YANG 《Frontiers of Environmental Science & Engineering》 SCIE EI CAS CSCD 2013年第5期769-776,共8页
In this study, an approach integrating digital land use/cover change (LUCC) analysis, hydraulic model- ing and statistical methods was applied to quantify the effect of LUCC on floods in terms of inundation extent, ... In this study, an approach integrating digital land use/cover change (LUCC) analysis, hydraulic model- ing and statistical methods was applied to quantify the effect of LUCC on floods in terms of inundation extent, flood arrival time and maximum water depth. The study took Beijing as an example and analyzed five specific floods with return periods of 20-year, 50-year, 100-year, 1000-year and 10000-year on the basis of LUCC over a nine-year period from 1996 to 2004. The analysis reveals that 1) during the period of analysis Beijing experienced unprecedented LUCC; 2) LUCC can affect inundation extent and flood arrival time, and floods with longer return periods are more influenced; 3) LUCC can affect maximum water depth and floods with shorter return periods are more influenced; and 4) LUCC is a major flood security stressor for Beijing. It warns that those cities having experienced rapid expansion during recent decades in China are in danger of more serious floods and recommends that their actual land use patterns should be carefully assessed considering flood security. This inte- grated approach is demonstrated to he a useful tool for joint assessment, planning and management of land and water. 展开更多
关键词 inundation extent flood arrival time maximum water depth shallow flow model
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