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...
Main Authors: | , , , |
---|---|
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 |
id |
doaj-6c39e4d593a5465a8d6a670ad67f3094 |
---|---|
record_format |
Article |
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 |
work_keys_str_mv |
AT alkasingh waterbudgetanalysiswithinthesurroundingofprominentlakesandreservoirsfrommultisensorearthobservationdataandhydrologicalmodelscasestudiesofthearalseaandlakemead AT florianseitz waterbudgetanalysiswithinthesurroundingofprominentlakesandreservoirsfrommultisensorearthobservationdataandhydrologicalmodelscasestudiesofthearalseaandlakemead AT annetteeicker waterbudgetanalysiswithinthesurroundingofprominentlakesandreservoirsfrommultisensorearthobservationdataandhydrologicalmodelscasestudiesofthearalseaandlakemead AT andreasguntner waterbudgetanalysiswithinthesurroundingofprominentlakesandreservoirsfrommultisensorearthobservationdataandhydrologicalmodelscasestudiesofthearalseaandlakemead |
_version_ |
1725687399278706688 |