TY - JOUR
T1 - Digital Elevation Models for topographic characterisation and flood flow modelling along low-gradient, terminal dryland rivers
T2 - A comparison of spaceborne datasets for the Río Colorado, Bolivia
AU - Li, Jiaguang
AU - Zhao, Yang
AU - Bates, Paul
AU - Neal, Jeffrey
AU - Tooth, Stephen
AU - Hawker, Laurence
AU - Maffei, Carmine
N1 - Funding Information:
This research was supported by: the National Natural Science Foundation of China (No. 41972114, No. 41602121); Wuhan Applied Foundational Frontier Project (No. 2020020601012281); the Fundamental Research Funds for the Central Universities, China University of Geosciences, Wuhan (No. CUG150616); and Open Fund (TPR-2017-01) of Key Laboratory (Ministry of Education) of Tectonics and Petroleum Resources (China University of Geosciences, Wuhan). The German Aerospace Center provided the TanDEM-X data (Grant no. GEOL2320).
Publisher Copyright:
© 2020 Elsevier B.V.
PY - 2020/12/11
Y1 - 2020/12/11
N2 - Many dryland rivers are terminal systems, with small channels undergoing prominent downstream size reductions before ending on channelless floodplains, in wetlands, or at playa margins. Spaceborne Digital Elevation Models (DEMs) provide potential for assessing subtle topographic and hydrodynamic changes in these low-gradient, low-relief settings, but challenges are posed by limitations in vertical and horizontal accuracy. This study evaluates the use of different spaceborne DEMs for topographic characterisation and flood flow modelling of the low-gradient (<0.0006 m m−1) Río Colorado terminal system, Bolivia. A comparison between DEM and field dGPS elevation data (1290 measurement points) reveals that the TanDEM-X DEM 12 m (TDX-12 m) has a RMSE of 0.47 m, far less than those of other frequently used spaceborne DEMs such as ALOS RTC (4.58 m) and SRTM (6.02 m). For hydrodynamic modelling, TDX-12 m data were smoothed (adaptive filter and feature-preserving DEM smoothing) and upscaled. The smoothed TDX-12 m data were mosaiced with a dGPS data-derived river path, surveyed along a reach (mean width <30 m) with a prominent downstream size decrease. The methods enabled effective de-noising of the TDX-12 m data (RMSE 0.29 m) and resulted in a high linear regression correlation coefficient (0.75). HEC-RAS 2D modelling reveals that in the selected reach, overbank flooding starts in the downstream part when discharge is <18 m3/s, with flow initially spreading through crevasse channels and levee topographic lows. As discharge increases, flow spreads farther across the floodplain, ultimately forming connected floodplain flow in distal topographic lows. Satellite imagery and a derived water index indicate the same floodplain flow patterns as the modelling (critical success index 0.77). Wider use of DEMs based on TDX-12 m data for topographic characterization and flood flow modelling along relatively small, low-gradient terminal dryland rivers will result in many scientific and applied benefits.
AB - Many dryland rivers are terminal systems, with small channels undergoing prominent downstream size reductions before ending on channelless floodplains, in wetlands, or at playa margins. Spaceborne Digital Elevation Models (DEMs) provide potential for assessing subtle topographic and hydrodynamic changes in these low-gradient, low-relief settings, but challenges are posed by limitations in vertical and horizontal accuracy. This study evaluates the use of different spaceborne DEMs for topographic characterisation and flood flow modelling of the low-gradient (<0.0006 m m−1) Río Colorado terminal system, Bolivia. A comparison between DEM and field dGPS elevation data (1290 measurement points) reveals that the TanDEM-X DEM 12 m (TDX-12 m) has a RMSE of 0.47 m, far less than those of other frequently used spaceborne DEMs such as ALOS RTC (4.58 m) and SRTM (6.02 m). For hydrodynamic modelling, TDX-12 m data were smoothed (adaptive filter and feature-preserving DEM smoothing) and upscaled. The smoothed TDX-12 m data were mosaiced with a dGPS data-derived river path, surveyed along a reach (mean width <30 m) with a prominent downstream size decrease. The methods enabled effective de-noising of the TDX-12 m data (RMSE 0.29 m) and resulted in a high linear regression correlation coefficient (0.75). HEC-RAS 2D modelling reveals that in the selected reach, overbank flooding starts in the downstream part when discharge is <18 m3/s, with flow initially spreading through crevasse channels and levee topographic lows. As discharge increases, flow spreads farther across the floodplain, ultimately forming connected floodplain flow in distal topographic lows. Satellite imagery and a derived water index indicate the same floodplain flow patterns as the modelling (critical success index 0.77). Wider use of DEMs based on TDX-12 m data for topographic characterization and flood flow modelling along relatively small, low-gradient terminal dryland rivers will result in many scientific and applied benefits.
KW - Bankfull discharge
KW - Digital Elevation Model
KW - Dryland river termini
KW - Hydrodynamic modelling
KW - Low gradient
KW - TanDEM-X
UR - http://www.scopus.com/inward/record.url?scp=85094171419&partnerID=8YFLogxK
U2 - 10.1016/j.jhydrol.2020.125617
DO - 10.1016/j.jhydrol.2020.125617
M3 - Article
AN - SCOPUS:85094171419
SN - 0022-1694
VL - 591
JO - Journal of Hydrology
JF - Journal of Hydrology
M1 - 125617
ER -