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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Online Access: | https://doi.org/10.1029/2021MS002463 |
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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 |
work_keys_str_mv |
AT augustogetirana impactsoffullycouplinglandsurfaceandfloodmodelsonthesimulationoflargewetlandswaterdynamicsthecaseoftheinnernigerdelta AT sujayvkumar impactsoffullycouplinglandsurfaceandfloodmodelsonthesimulationoflargewetlandswaterdynamicsthecaseoftheinnernigerdelta AT goutamkonapala impactsoffullycouplinglandsurfaceandfloodmodelsonthesimulationoflargewetlandswaterdynamicsthecaseoftheinnernigerdelta AT christopherendehedehe impactsoffullycouplinglandsurfaceandfloodmodelsonthesimulationoflargewetlandswaterdynamicsthecaseoftheinnernigerdelta |
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1721376426173661184 |