Assessment of CHADFDM satellite-based input dataset for the groundwater recharge estimation in arid and data scarce regions
Assessment of CHADFDM satellite-based input dataset for the groundwater recharge estimation in arid and data scarce regions
Aquifer natural recharge estimations are a prerequisite for understanding hydrologic systems and sustainable water resources management. As meteorological data series collection is difficult in arid and semiarid areas, satellite products have recently become an alternative for water resources studies. A daily groundwater recharge estimation in the NW part of the Lake Chad Basin, using a soil–plant-atmosphere model (VisualBALAN), from ground- and satellite-based meteorological input dataset for non-irrigated and irrigated land and for the 2005–2014 period is presented. Average annual values were 284 mm and 30°C for precipitation and temperature in ground-based gauge stations. For the satellite-model-based Lake Chad Basin Flood and Drought Monitor System platform (CHADFDM), average annual precipitation and temperature were 417 mm and 29°C, respectively. Uncertainties derived from satellite data measurement could account for the rainfall difference. The estimated mean annual aquifer recharge was always higher from satellite- than ground-based data, with differences up to 46% for dryland and 23% in irrigated areas. Recharge response to rainfall events was very variable and results were very sensitive to: wilting point, field capacity and curve number for runoff estimation. Obtained results provide plausible recharge values beyond the uncertainty related to data input and modelling approach. This work prevents on the important deviations in recharge estimation from weighted-ensemble satellite-based data, informing in decision making to both stakeholders and policy makers.
CHADFDM data set, ground-satellite meteorological data, groundwater recharge modelling, Lake Chad Basin
Salehi Siavashani, Nafiseh
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Jimenez-Martinez, Joaquin
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Vaquero, Guillermo
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Elorza, Francisco J.
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Sheffield, Justin
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Candela, Lucila
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Serrat-Capdevila, Aleix
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8 June 2021
Salehi Siavashani, Nafiseh
8dfd26b5-c6e9-4e12-9a8f-93e10e359d0b
Jimenez-Martinez, Joaquin
b2843d93-ada8-4955-bfc2-1e33ef366cd4
Vaquero, Guillermo
d43e1872-4fe5-4b7b-8dc8-053012f95d5d
Elorza, Francisco J.
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Sheffield, Justin
dd66575b-a4dc-4190-ad95-df2d6aaaaa6b
Candela, Lucila
953c6b14-c470-47e0-881a-0190e005abdd
Serrat-Capdevila, Aleix
e8274321-df99-4321-848f-8a1c90e78c95
Salehi Siavashani, Nafiseh, Jimenez-Martinez, Joaquin, Vaquero, Guillermo, Elorza, Francisco J., Sheffield, Justin, Candela, Lucila and Serrat-Capdevila, Aleix
(2021)
Assessment of CHADFDM satellite-based input dataset for the groundwater recharge estimation in arid and data scarce regions.
Hydrological Processes, 35 (6), [e14250].
(doi:10.1002/hyp.14250).
Abstract
Aquifer natural recharge estimations are a prerequisite for understanding hydrologic systems and sustainable water resources management. As meteorological data series collection is difficult in arid and semiarid areas, satellite products have recently become an alternative for water resources studies. A daily groundwater recharge estimation in the NW part of the Lake Chad Basin, using a soil–plant-atmosphere model (VisualBALAN), from ground- and satellite-based meteorological input dataset for non-irrigated and irrigated land and for the 2005–2014 period is presented. Average annual values were 284 mm and 30°C for precipitation and temperature in ground-based gauge stations. For the satellite-model-based Lake Chad Basin Flood and Drought Monitor System platform (CHADFDM), average annual precipitation and temperature were 417 mm and 29°C, respectively. Uncertainties derived from satellite data measurement could account for the rainfall difference. The estimated mean annual aquifer recharge was always higher from satellite- than ground-based data, with differences up to 46% for dryland and 23% in irrigated areas. Recharge response to rainfall events was very variable and results were very sensitive to: wilting point, field capacity and curve number for runoff estimation. Obtained results provide plausible recharge values beyond the uncertainty related to data input and modelling approach. This work prevents on the important deviations in recharge estimation from weighted-ensemble satellite-based data, informing in decision making to both stakeholders and policy makers.
Text
Hydrological Processes - 2021 - Salehi Siavashani - Assessment of CHADFDM satellite‐based input dataset for the groundwater (1)
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More information
Accepted/In Press date: 14 May 2021
Published date: 8 June 2021
Additional Information:
Funding Information:
Dr. Clemens was an investigator for the ATHENA Trial (Mentor Corporation), is an investigator for the Motiva FDA Approval Trial (Establishment Labs), and was a former Allergan Consultant (2012–2015). None of the other authors have any financial relationships or affiliations to disclose. This study and the PROFILE Patient Registry is a project coordinated and supported by The Plastic Surgery Foundation.
Publisher Copyright:
© 2021 The Authors. Hydrological Processes published by John Wiley & Sons Ltd.
Keywords:
CHADFDM data set, ground-satellite meteorological data, groundwater recharge modelling, Lake Chad Basin
Identifiers
Local EPrints ID: 471532
URI: http://eprints.soton.ac.uk/id/eprint/471532
ISSN: 0885-6087
PURE UUID: 4f72fdee-53df-48b4-a726-50470940ed22
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Date deposited: 10 Nov 2022 17:33
Last modified: 18 Mar 2024 03:33
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Contributors
Author:
Nafiseh Salehi Siavashani
Author:
Joaquin Jimenez-Martinez
Author:
Guillermo Vaquero
Author:
Francisco J. Elorza
Author:
Lucila Candela
Author:
Aleix Serrat-Capdevila
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