DOI: 10.5194/hess-21-751-2017
Scopus记录号: 2-s2.0-85011881296
论文题名: Application of CryoSat-2 altimetry data for river analysis and modelling
作者: Schneider R ; , Nygaard Godiksen P ; , Villadsen H ; , Madsen H ; , Bauer-Gottwein P
刊名: Hydrology and Earth System Sciences
ISSN: 10275606
出版年: 2017
卷: 21, 期: 2 起始页码: 751
结束页码: 764
语种: 英语
Scopus关键词: Data handling
; Extraction
; Fluid dynamics
; Forestry
; Geodetic satellites
; Hydrodynamics
; Information management
; Meteorological instruments
; Orbits
; Remote sensing
; Rivers
; Tracking radar
; Water levels
; Water management
; Analysis and modelling
; Digital elevation model
; High spatial resolution
; Remote sensing data
; Satellite altimeter
; Shuttle radar topography mission
; Spatial and temporal resolutions
; Waterresource management
; Water resources
; braided river
; digital elevation model
; Envisat
; hydrological modeling
; Landsat
; numerical method
; numerical model
; remote sensing
; resource management
; river basin
; river channel
; river discharge
; river water
; satellite altimetry
; satellite data
; Shuttle Radar Topography Mission
; spatial resolution
; spatiotemporal analysis
; water resource
; Assam
; Brahmaputra Basin
; Brahmaputra River
; India
英文摘要: Availability of in situ river monitoring data, especially of data shared across boundaries, is decreasing, despite growing challenges for water resource management across the entire globe. This is especially valid for the case study of this work, the Brahmaputra Basin in South Asia. Commonly, satellite altimeters are used in various ways to provide information about such river basins. Most missions provide virtual station time series of water levels at locations where their repeat orbits cross rivers. CryoSat-2 is equipped with a new type of altimeter, providing estimates of the actual ground location seen in the reflected signal. It also uses a drifting orbit, challenging conventional ways of processing altimetry data to river water levels and their incorporation in hydrologic–hydrodynamic models. However, CryoSat-2 altimetry data provides an unprecedentedly high spatial resolution. This paper suggests a procedure to (i) filter CryoSat-2 observations over rivers to extract water-level profiles along the river, and (ii) use this information in combination with a hydrologic–hydrodynamic model to fit the simulated water levels with an accuracy that cannot be reached using information from globally available digital elevation models (DEMs) such as from the Shuttle Radar Topography Mission (SRTM) only. The filtering was done based on dynamic river masks extracted from Landsat imagery, providing spatial and temporal resolutions high enough to map the braided river channels and their dynamic morphology. This allowed extraction of river water levels over previously unmonitored narrow stretches of the river. In the Assam Valley section of the Brahmaputra River, CryoSat-2 data and Envisat virtual station data were combined to calibrate cross sections in a 1-D hydrodynamic model of the river. The hydrologic–hydrodynamic model setup and calibration are almost exclusively based on openly available remote sensing data and other global data sources, ensuring transferability of the developed methods. They provide an opportunity to achieve forecasts of both discharge and water levels in a poorly gauged river system. © Author(s) 2017. CC Attribution 3.0 License. Citation statistics:
资源类型: 期刊论文
标识符: http://119.78.100.158/handle/2HF3EXSE/79267
Appears in Collections: 气候变化事实与影响
There are no files associated with this item.
作者单位: Technical University of Denmark, Department of Environmental Engineering, Kgs. Lyngby, Denmark; DHI, Hørsholm, Denmark; National Space Institute, Technical University of Denmark, Kgs. Lyngby, Denmark
Recommended Citation:
Schneider R,, Nygaard Godiksen P,, Villadsen H,et al. Application of CryoSat-2 altimetry data for river analysis and modelling[J]. Hydrology and Earth System Sciences,2017-01-01,21(2)