合并遥感衍生河坡数据集与美国的高分辨率水工厂
Yixian Chen1, Sagy Cohen2, Anupal Baruah2
1Department of Geography and the Environment, The University of Alabama, Tuscaloosa, AL, 35401, USA. ychen223@ua.edu.
Scientific data
|October 20, 2025
概括
连续美国 (CONUS) 洪水淹水测绘水力结构 - ICESat-2河流表面斜率 (FIM HF IRIS) 数据集提高了洪水预测的准确性. 将卫星河坡整合到NOAA中
科学领域:
- 水文学和遥感研究
- 地理空间数据整合
- 水资源建模水资源建模
背景情况:
- 洪水淹没地图取决于准确的河流地形数据.
- 现有的数据集,如国家海洋和大气管理局 (NOAA) 水源预测办公室 (OWP) HAND-FIM,在河流斜率准确性方面存在局限性.
- 卫星数据为改善水文模型提供了潜在的解决方案.
研究的目的:
- 将从ICESat-2河流表面斜坡 (IRIS) 数据中获得的卫星导出的河流表面斜坡整合到CONUS洪水泛滥映射水力结构 (FIM HF) 中.
- 评估这种整合对OWP HAND-FIM系统准确性的影响.
- 开发一种可转移的方法,将水工结构数据集与其他水文模型集成在一起.
主要方法:
- 开发了一个空间连接方法,以对齐FIM HF和IRIS河流流域.
- 来自卫星的IRIS河流斜坡被整合到FIM HF中,创建了FIM HF IRIS数据集.
- 然后,改进的水力结构被转移到CONUS下一代水资源建模框架水力结构 (NextGen HF),创建了NextGen HF IRIS数据集.
主要成果:
- 与最初的FIM HF斜率相比,FIM HF IRIS数据集显示了偏差的显著减少.
- 在OWP HAND-FIM系统中,在八个洪水事件中,洪水淹没地图的准确性平均提高了31% (CSI).
- 开发的方法允许将IRIS数据集成到OWP HAND-FIM和NextGen HF中,从而可以使用SWOT矢量数据.
结论:
- 整合卫星导出的河流坡度大大提高了洪水泛滥建模的准确性.
- 空间连接方法提供了一种灵活的方法来整合各种水工结构数据集.
- 这项工作促进了洪水预测能力的增强,并支持在运营水资源管理中使用卫星数据.
相关概念视频
Design Example: Analyzing Capacity Contours for Flood Risk Assessment
283
Flood risk assessment involves careful planning and analysis to ensure the safety of communities near water retention structures. Capacity contours are a vital tool in this process, as they illustrate the potential spread of water at specific levels in a given area. In the context of building a bund across a small valley, these contours play a critical role in evaluating the safety of nearby residential areas.In this example, the bund is intended to store stormwater in the valley. The engineers...
283
Methods of Obtaining Topography
281
Topography involves measuring and mapping land elevations, natural features, and artificial structures to create accurate representations of the terrain. Topographic surveying relies on traditional and modern methods, each with distinct advantages and limitations.Traditional Surveying Methods:Transit stadia surveys and plane table surveys were widely used traditional surveying methods. These techniques relied on instruments like theodolites and stadia rods for measuring distances and angles,...
281
Precipitation Gravimetry
13.9K
Precipitation gravimetry is based on converting an analyte into a sparingly soluble precipitate, which is separated by filtration and weighed. An ideal precipitate should be pure, insoluble, of known composition, and easily filtered from the reaction mixture.
In determining nickel by gravimetric analysis, a precipitant of ethanolic dimethylglyoxime is added to a hot nickel salt solution. This is quickly followed by the dropwise addition of dilute ammonia solution until precipitation occurs. A...
In determining nickel by gravimetric analysis, a precipitant of ethanolic dimethylglyoxime is added to a hot nickel salt solution. This is quickly followed by the dropwise addition of dilute ammonia solution until precipitation occurs. A...
13.9K
Rapidly Varying Flow
441
Rapidly varying flow (RVF) in open channels is characterized by abrupt changes in flow depth over a short distance, with the rate of depth change relative to distance often approaching unity. These flows are inherently complex due to their transient and multi-dimensional nature, making exact analysis difficult. However, approximate solutions using simplified models provide valuable insights into their behavior.Key Features of Rapidly Varying FlowRVF is commonly observed in scenarios involving...
441
Topographic Surveying and Contours
818
Topographic surveying is critical for documenting the Earth's surface, focusing on capturing elevations, slopes, and natural and man-made features. It is essential in construction planning, water resource management, and land-use analysis. The primary outcome of such surveys is a topographic map, which uses contour lines to visually represent the shape and slope of the terrain, providing valuable insights into the landscape's characteristics.Contour lines are fundamental to understanding the...
818
Applications of GIS: Disaster Management and Emergency Response
467
Geographic Information System (GIS) technology is essential for risk identification, action prioritization, and resource optimization in critical situations like flooding and earthquakes. By integrating spatial and demographic data, GIS provides a comprehensive framework for emergency response.GIS integrates data layers, like rainfall intensity, topography, elevation profiles, and river levels, to model high-risk flood zones. These layers assess areas susceptible to flooding based on their...
467


