Swath-altimetry measurements of the main stem Amazon River: measurement errors and hydraulic implications

The Surface Water and Ocean Topography (SWOT) mission, scheduled for launch in 2020, will provide a step-change improvement in the measurement of terrestrial surface-water storage and dynamics. In particular, it will provide the first, routine two-dimensional measurements of water-surface elevations...

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Main Authors: M. D. Wilson, M. Durand, H. C. Jung, D. Alsdorf
Format: Article
Language:English
Published: Copernicus Publications 2015-04-01
Series:Hydrology and Earth System Sciences
Online Access:http://www.hydrol-earth-syst-sci.net/19/1943/2015/hess-19-1943-2015.pdf
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spelling doaj-1b74f64b539e49d18dd2a8409c3e84a72020-11-24T22:25:11ZengCopernicus PublicationsHydrology and Earth System Sciences1027-56061607-79382015-04-011941943195910.5194/hess-19-1943-2015Swath-altimetry measurements of the main stem Amazon River: measurement errors and hydraulic implicationsM. D. Wilson0M. Durand1H. C. Jung2D. Alsdorf3Department of Geography, University of the West Indies, St. Augustine, Trinidad & TobagoByrd Polar Research Center and School of Earth Sciences, Ohio State University, 125 South Oval Mall, Columbus, OH 43210, USAOffice of Applied Sciences, NASA Goddard Space Flight Center, 8800 Greenbelt Road, Greenbelt, MD 20771, USAByrd Polar Research Center and School of Earth Sciences, Ohio State University, 125 South Oval Mall, Columbus, OH 43210, USAThe Surface Water and Ocean Topography (SWOT) mission, scheduled for launch in 2020, will provide a step-change improvement in the measurement of terrestrial surface-water storage and dynamics. In particular, it will provide the first, routine two-dimensional measurements of water-surface elevations. In this paper, we aimed to (i) characterise and illustrate in two dimensions the errors which may be found in SWOT swath measurements of terrestrial surface water, (ii) simulate the spatio-temporal sampling scheme of SWOT for the Amazon, and (iii) assess the impact of each of these on estimates of water-surface slope and river discharge which may be obtained from SWOT imagery. We based our analysis on a virtual mission for a ~260 km reach of the central Amazon (Solimões) River, using a hydraulic model to provide water-surface elevations according to SWOT spatio-temporal sampling to which errors were added based on a two-dimensional height error spectrum derived from the SWOT design requirements. We thereby obtained water-surface elevation measurements for the Amazon main stem as may be observed by SWOT. Using these measurements, we derived estimates of river slope and discharge and compared them to those obtained directly from the hydraulic model. We found that cross-channel and along-reach averaging of SWOT measurements using reach lengths greater than 4 km for the Solimões and 7.5 km for Purus reduced the effect of systematic height errors, enabling discharge to be reproduced accurately from the water height, assuming known bathymetry and friction. Using cross-sectional averaging and 20 km reach lengths, results show Nash–Sutcliffe model efficiency values of 0.99 for the Solimões and 0.88 for the Purus, with 2.6 and 19.1 % average overall error in discharge, respectively. We extend the results to other rivers worldwide and infer that SWOT-derived discharge estimates may be more accurate for rivers with larger channel widths (permitting a greater level of cross-sectional averaging and the use of shorter reach lengths) and higher water-surface slopes (reducing the proportional impact of slope errors on discharge calculation).http://www.hydrol-earth-syst-sci.net/19/1943/2015/hess-19-1943-2015.pdf
collection DOAJ
language English
format Article
sources DOAJ
author M. D. Wilson
M. Durand
H. C. Jung
D. Alsdorf
spellingShingle M. D. Wilson
M. Durand
H. C. Jung
D. Alsdorf
Swath-altimetry measurements of the main stem Amazon River: measurement errors and hydraulic implications
Hydrology and Earth System Sciences
author_facet M. D. Wilson
M. Durand
H. C. Jung
D. Alsdorf
author_sort M. D. Wilson
title Swath-altimetry measurements of the main stem Amazon River: measurement errors and hydraulic implications
title_short Swath-altimetry measurements of the main stem Amazon River: measurement errors and hydraulic implications
title_full Swath-altimetry measurements of the main stem Amazon River: measurement errors and hydraulic implications
title_fullStr Swath-altimetry measurements of the main stem Amazon River: measurement errors and hydraulic implications
title_full_unstemmed Swath-altimetry measurements of the main stem Amazon River: measurement errors and hydraulic implications
title_sort swath-altimetry measurements of the main stem amazon river: measurement errors and hydraulic implications
publisher Copernicus Publications
series Hydrology and Earth System Sciences
issn 1027-5606
1607-7938
publishDate 2015-04-01
description The Surface Water and Ocean Topography (SWOT) mission, scheduled for launch in 2020, will provide a step-change improvement in the measurement of terrestrial surface-water storage and dynamics. In particular, it will provide the first, routine two-dimensional measurements of water-surface elevations. In this paper, we aimed to (i) characterise and illustrate in two dimensions the errors which may be found in SWOT swath measurements of terrestrial surface water, (ii) simulate the spatio-temporal sampling scheme of SWOT for the Amazon, and (iii) assess the impact of each of these on estimates of water-surface slope and river discharge which may be obtained from SWOT imagery. We based our analysis on a virtual mission for a ~260 km reach of the central Amazon (Solimões) River, using a hydraulic model to provide water-surface elevations according to SWOT spatio-temporal sampling to which errors were added based on a two-dimensional height error spectrum derived from the SWOT design requirements. We thereby obtained water-surface elevation measurements for the Amazon main stem as may be observed by SWOT. Using these measurements, we derived estimates of river slope and discharge and compared them to those obtained directly from the hydraulic model. We found that cross-channel and along-reach averaging of SWOT measurements using reach lengths greater than 4 km for the Solimões and 7.5 km for Purus reduced the effect of systematic height errors, enabling discharge to be reproduced accurately from the water height, assuming known bathymetry and friction. Using cross-sectional averaging and 20 km reach lengths, results show Nash–Sutcliffe model efficiency values of 0.99 for the Solimões and 0.88 for the Purus, with 2.6 and 19.1 % average overall error in discharge, respectively. We extend the results to other rivers worldwide and infer that SWOT-derived discharge estimates may be more accurate for rivers with larger channel widths (permitting a greater level of cross-sectional averaging and the use of shorter reach lengths) and higher water-surface slopes (reducing the proportional impact of slope errors on discharge calculation).
url http://www.hydrol-earth-syst-sci.net/19/1943/2015/hess-19-1943-2015.pdf
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