Water Budget Analysis within the Surrounding of Prominent Lakes and Reservoirs from Multi-Sensor Earth Observation Data and Hydrological Models: Case Studies of the Aral Sea and Lake Mead

The hydrological budget of a region is determined based on the horizontal and vertical water fluxes acting in both inward and outward directions. These integrated water fluxes vary, altering the total water storage and consequently the gravitational force of the region. The time-dependent gravitatio...

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Main Authors: Alka Singh, Florian Seitz, Annette Eicker, Andreas Güntner
Format: Article
Language:English
Published: MDPI AG 2016-11-01
Series:Remote Sensing
Subjects:
Online Access:http://www.mdpi.com/2072-4292/8/11/953
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spelling doaj-6c39e4d593a5465a8d6a670ad67f30942020-11-24T22:45:48ZengMDPI AGRemote Sensing2072-42922016-11-0181195310.3390/rs8110953rs8110953Water Budget Analysis within the Surrounding of Prominent Lakes and Reservoirs from Multi-Sensor Earth Observation Data and Hydrological Models: Case Studies of the Aral Sea and Lake MeadAlka Singh0Florian Seitz1Annette Eicker2Andreas Güntner3Deutsches Geodätisches Forschungsinstitut (DGFI-TUM), Technische Universität München, Arcisstr. 21, Munich 80333, GermanyDeutsches Geodätisches Forschungsinstitut (DGFI-TUM), Technische Universität München, Arcisstr. 21, Munich 80333, GermanyHafenCity Universität, Überseeallee 16, Hamburg 20457, GermanyHelmholtz Center Potsdam, GFZ German Research Centre for Geosciences, Telegrafenberg, Potsdam 14473, GermanyThe hydrological budget of a region is determined based on the horizontal and vertical water fluxes acting in both inward and outward directions. These integrated water fluxes vary, altering the total water storage and consequently the gravitational force of the region. The time-dependent gravitational field can be observed through the Gravity Recovery and Climate Experiment (GRACE) gravimetric satellite mission, provided that the mass variation is above the sensitivity of GRACE. This study evaluates mass changes in prominent reservoir regions through three independent approaches viz. fluxes, storages, and gravity, by combining remote sensing products, in-situ data and hydrological model outputs using WaterGAP Global Hydrological Model (WGHM) and Global Land Data Assimilation System (GLDAS). The results show that the dynamics revealed by the GRACE signal can be better explored by a hybrid method, which combines remote sensing-based reservoir volume estimates with hydrological model outputs, than by exclusive model-based storage estimates. For the given arid/semi-arid regions, GLDAS based storage estimations perform better than WGHM.http://www.mdpi.com/2072-4292/8/11/953GRACEwater budgetreservoirwater fluxesGLDASWGHMAral SeaLake Mead
collection DOAJ
language English
format Article
sources DOAJ
author Alka Singh
Florian Seitz
Annette Eicker
Andreas Güntner
spellingShingle Alka Singh
Florian Seitz
Annette Eicker
Andreas Güntner
Water Budget Analysis within the Surrounding of Prominent Lakes and Reservoirs from Multi-Sensor Earth Observation Data and Hydrological Models: Case Studies of the Aral Sea and Lake Mead
Remote Sensing
GRACE
water budget
reservoir
water fluxes
GLDAS
WGHM
Aral Sea
Lake Mead
author_facet Alka Singh
Florian Seitz
Annette Eicker
Andreas Güntner
author_sort Alka Singh
title Water Budget Analysis within the Surrounding of Prominent Lakes and Reservoirs from Multi-Sensor Earth Observation Data and Hydrological Models: Case Studies of the Aral Sea and Lake Mead
title_short Water Budget Analysis within the Surrounding of Prominent Lakes and Reservoirs from Multi-Sensor Earth Observation Data and Hydrological Models: Case Studies of the Aral Sea and Lake Mead
title_full Water Budget Analysis within the Surrounding of Prominent Lakes and Reservoirs from Multi-Sensor Earth Observation Data and Hydrological Models: Case Studies of the Aral Sea and Lake Mead
title_fullStr Water Budget Analysis within the Surrounding of Prominent Lakes and Reservoirs from Multi-Sensor Earth Observation Data and Hydrological Models: Case Studies of the Aral Sea and Lake Mead
title_full_unstemmed Water Budget Analysis within the Surrounding of Prominent Lakes and Reservoirs from Multi-Sensor Earth Observation Data and Hydrological Models: Case Studies of the Aral Sea and Lake Mead
title_sort water budget analysis within the surrounding of prominent lakes and reservoirs from multi-sensor earth observation data and hydrological models: case studies of the aral sea and lake mead
publisher MDPI AG
series Remote Sensing
issn 2072-4292
publishDate 2016-11-01
description The hydrological budget of a region is determined based on the horizontal and vertical water fluxes acting in both inward and outward directions. These integrated water fluxes vary, altering the total water storage and consequently the gravitational force of the region. The time-dependent gravitational field can be observed through the Gravity Recovery and Climate Experiment (GRACE) gravimetric satellite mission, provided that the mass variation is above the sensitivity of GRACE. This study evaluates mass changes in prominent reservoir regions through three independent approaches viz. fluxes, storages, and gravity, by combining remote sensing products, in-situ data and hydrological model outputs using WaterGAP Global Hydrological Model (WGHM) and Global Land Data Assimilation System (GLDAS). The results show that the dynamics revealed by the GRACE signal can be better explored by a hybrid method, which combines remote sensing-based reservoir volume estimates with hydrological model outputs, than by exclusive model-based storage estimates. For the given arid/semi-arid regions, GLDAS based storage estimations perform better than WGHM.
topic GRACE
water budget
reservoir
water fluxes
GLDAS
WGHM
Aral Sea
Lake Mead
url http://www.mdpi.com/2072-4292/8/11/953
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