Impacts of Fully Coupling Land Surface and Flood Models on the Simulation of Large Wetlands' Water Dynamics: The Case of the Inner Niger Delta

Abstract It is known that representing wetland dynamics in land surface modeling improves models' capacity to reproduce fluxes and land surface boundary conditions for atmospheric modeling in general circulation models. This study presents the development of the full coupling between the Noah‐M...

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Main Authors: Augusto Getirana, Sujay V. Kumar, Goutam Konapala, Christopher E. Ndehedehe
Format: Article
Language:English
Published: American Geophysical Union (AGU) 2021-05-01
Series:Journal of Advances in Modeling Earth Systems
Subjects:
Online Access:https://doi.org/10.1029/2021MS002463
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spelling doaj-cfc8b23bcb8341599eb1e0cf7ed4b8e82021-06-15T13:00:34ZengAmerican Geophysical Union (AGU)Journal of Advances in Modeling Earth Systems1942-24662021-05-01135n/an/a10.1029/2021MS002463Impacts of Fully Coupling Land Surface and Flood Models on the Simulation of Large Wetlands' Water Dynamics: The Case of the Inner Niger DeltaAugusto Getirana0Sujay V. Kumar1Goutam Konapala2Christopher E. Ndehedehe3Hydrological Science Laboratory NASA Goddard Space Flight Center Greenbelt MD USAHydrological Science Laboratory NASA Goddard Space Flight Center Greenbelt MD USAHydrological Science Laboratory NASA Goddard Space Flight Center Greenbelt MD USAAustralian Rivers Institute and Griffith School of Environment & Science Griffith University Brisbane Queensland AustraliaAbstract It is known that representing wetland dynamics in land surface modeling improves models' capacity to reproduce fluxes and land surface boundary conditions for atmospheric modeling in general circulation models. This study presents the development of the full coupling between the Noah‐MP land surface model (LSM) and the Hydrological Modeling and Analysis Platform (HyMAP) flood model in the NASA Land Information System and its application over the Inner Niger Delta (IND), a well‐known hot‐spot of strong land surface‐atmosphere interactions in West Africa. Here, we define two experiments at 0.02° spatial resolution over 2002–2018 to quantify the impacts of the proposed developments on simulating IND dynamics. One represents the one‐way approach for simulating land surface and flooding processes (1‐WAY), that is, Noah‐MP neglects surface water availability, and the proposed two‐way coupling (2‐WAY), where Noah‐MP takes surface water availability into account in the vertical water and energy balance. Results show that accounting for two‐way interactions between Noah‐MP and HyMAP over IND improves simulations of all selected hydrological variables. Compared to 1‐WAY, evapotranspiration derived from 2‐WAY over flooding zones doubles, increased by 0.8 mm/day, resulting in an additional water loss rate of ∼18,900 km3/year, ∼40% drop of wetland extent during wet seasons, and major improvement in simulated water level variability at multiple locations. Significant soil moisture increase and surface temperature drop were also observed. Wetland outflows decreased by 35%, resulting in a substantial Nash‐Sutcliffe coefficient improvement, from −0.73 to 0.79. It is anticipated that future developments in water monitoring and water‐related disaster warning systems will considerably benefit from these findings.https://doi.org/10.1029/2021MS002463evapotranspirationFlood modelinginfiltrationland surface modelingtwo‐way coupling
collection DOAJ
language English
format Article
sources DOAJ
author Augusto Getirana
Sujay V. Kumar
Goutam Konapala
Christopher E. Ndehedehe
spellingShingle Augusto Getirana
Sujay V. Kumar
Goutam Konapala
Christopher E. Ndehedehe
Impacts of Fully Coupling Land Surface and Flood Models on the Simulation of Large Wetlands' Water Dynamics: The Case of the Inner Niger Delta
Journal of Advances in Modeling Earth Systems
evapotranspiration
Flood modeling
infiltration
land surface modeling
two‐way coupling
author_facet Augusto Getirana
Sujay V. Kumar
Goutam Konapala
Christopher E. Ndehedehe
author_sort Augusto Getirana
title Impacts of Fully Coupling Land Surface and Flood Models on the Simulation of Large Wetlands' Water Dynamics: The Case of the Inner Niger Delta
title_short Impacts of Fully Coupling Land Surface and Flood Models on the Simulation of Large Wetlands' Water Dynamics: The Case of the Inner Niger Delta
title_full Impacts of Fully Coupling Land Surface and Flood Models on the Simulation of Large Wetlands' Water Dynamics: The Case of the Inner Niger Delta
title_fullStr Impacts of Fully Coupling Land Surface and Flood Models on the Simulation of Large Wetlands' Water Dynamics: The Case of the Inner Niger Delta
title_full_unstemmed Impacts of Fully Coupling Land Surface and Flood Models on the Simulation of Large Wetlands' Water Dynamics: The Case of the Inner Niger Delta
title_sort impacts of fully coupling land surface and flood models on the simulation of large wetlands' water dynamics: the case of the inner niger delta
publisher American Geophysical Union (AGU)
series Journal of Advances in Modeling Earth Systems
issn 1942-2466
publishDate 2021-05-01
description Abstract It is known that representing wetland dynamics in land surface modeling improves models' capacity to reproduce fluxes and land surface boundary conditions for atmospheric modeling in general circulation models. This study presents the development of the full coupling between the Noah‐MP land surface model (LSM) and the Hydrological Modeling and Analysis Platform (HyMAP) flood model in the NASA Land Information System and its application over the Inner Niger Delta (IND), a well‐known hot‐spot of strong land surface‐atmosphere interactions in West Africa. Here, we define two experiments at 0.02° spatial resolution over 2002–2018 to quantify the impacts of the proposed developments on simulating IND dynamics. One represents the one‐way approach for simulating land surface and flooding processes (1‐WAY), that is, Noah‐MP neglects surface water availability, and the proposed two‐way coupling (2‐WAY), where Noah‐MP takes surface water availability into account in the vertical water and energy balance. Results show that accounting for two‐way interactions between Noah‐MP and HyMAP over IND improves simulations of all selected hydrological variables. Compared to 1‐WAY, evapotranspiration derived from 2‐WAY over flooding zones doubles, increased by 0.8 mm/day, resulting in an additional water loss rate of ∼18,900 km3/year, ∼40% drop of wetland extent during wet seasons, and major improvement in simulated water level variability at multiple locations. Significant soil moisture increase and surface temperature drop were also observed. Wetland outflows decreased by 35%, resulting in a substantial Nash‐Sutcliffe coefficient improvement, from −0.73 to 0.79. It is anticipated that future developments in water monitoring and water‐related disaster warning systems will considerably benefit from these findings.
topic evapotranspiration
Flood modeling
infiltration
land surface modeling
two‐way coupling
url https://doi.org/10.1029/2021MS002463
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AT goutamkonapala impactsoffullycouplinglandsurfaceandfloodmodelsonthesimulationoflargewetlandswaterdynamicsthecaseoftheinnernigerdelta
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