An improved SWAT vegetation growth module and its evaluation for four tropical ecosystems
The Soil and Water Assessment Tool (SWAT) is a globally applied river basin ecohydrological model used in a wide spectrum of studies, ranging from land use change and climate change impacts studies to research for the development of the best water management practices. However, SWAT has limitatio...
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doaj-7f1e75047a9e41b0b510c2f6541160ea2020-11-25T00:11:00ZengCopernicus PublicationsHydrology and Earth System Sciences1027-56061607-79382017-09-01214449446710.5194/hess-21-4449-2017An improved SWAT vegetation growth module and its evaluation for four tropical ecosystemsT. Alemayehu0T. Alemayehu1A. van Griensven2A. van Griensven3B. T. Woldegiorgis4W. Bauwens5Vrije Universiteit Brussel (VUB), Department of Hydrology and Hydraulic Engineering, Brussels, BelgiumIHE Delft Institute for Water Education, Department of Water Science and Engineering, Delft, the NetherlandsVrije Universiteit Brussel (VUB), Department of Hydrology and Hydraulic Engineering, Brussels, BelgiumIHE Delft Institute for Water Education, Department of Water Science and Engineering, Delft, the NetherlandsVrije Universiteit Brussel (VUB), Department of Hydrology and Hydraulic Engineering, Brussels, BelgiumVrije Universiteit Brussel (VUB), Department of Hydrology and Hydraulic Engineering, Brussels, BelgiumThe Soil and Water Assessment Tool (SWAT) is a globally applied river basin ecohydrological model used in a wide spectrum of studies, ranging from land use change and climate change impacts studies to research for the development of the best water management practices. However, SWAT has limitations in simulating the seasonal growth cycles for trees and perennial vegetation in the tropics, where rainfall rather than temperature is the dominant plant growth controlling factor. Our goal is to improve the vegetation growth module of SWAT for simulating the vegetation variables – such as the leaf area index (LAI) – for tropical ecosystems. Therefore, we present a modified SWAT version for the tropics (SWAT-T) that uses a straightforward but robust soil moisture index (SMI) – a quotient of rainfall (<i>P</i>) and reference evapotranspiration (ET<sub>r</sub>) – to dynamically initiate a new growth cycle within a predefined period. Our results for the Mara Basin (Kenya/Tanzania) show that the SWAT-T-simulated LAI corresponds well with the Moderate Resolution Imaging Spectroradiometer (MODIS) LAI for evergreen forest, savanna grassland and shrubland. This indicates that the SMI is reliable for triggering a new annual growth cycle. The water balance components (evapotranspiration and streamflow) simulated by the SWAT-T exhibit a good agreement with remote-sensing-based evapotranspiration (ET-RS) and observed streamflow. The SWAT-T model, with the proposed vegetation growth module for tropical ecosystems, can be a robust tool for simulating the vegetation growth dynamics in hydrologic models in tropical regions.https://www.hydrol-earth-syst-sci.net/21/4449/2017/hess-21-4449-2017.pdf |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
T. Alemayehu T. Alemayehu A. van Griensven A. van Griensven B. T. Woldegiorgis W. Bauwens |
spellingShingle |
T. Alemayehu T. Alemayehu A. van Griensven A. van Griensven B. T. Woldegiorgis W. Bauwens An improved SWAT vegetation growth module and its evaluation for four tropical ecosystems Hydrology and Earth System Sciences |
author_facet |
T. Alemayehu T. Alemayehu A. van Griensven A. van Griensven B. T. Woldegiorgis W. Bauwens |
author_sort |
T. Alemayehu |
title |
An improved SWAT vegetation growth module and its evaluation for four tropical ecosystems |
title_short |
An improved SWAT vegetation growth module and its evaluation for four tropical ecosystems |
title_full |
An improved SWAT vegetation growth module and its evaluation for four tropical ecosystems |
title_fullStr |
An improved SWAT vegetation growth module and its evaluation for four tropical ecosystems |
title_full_unstemmed |
An improved SWAT vegetation growth module and its evaluation for four tropical ecosystems |
title_sort |
improved swat vegetation growth module and its evaluation for four tropical ecosystems |
publisher |
Copernicus Publications |
series |
Hydrology and Earth System Sciences |
issn |
1027-5606 1607-7938 |
publishDate |
2017-09-01 |
description |
The Soil and Water Assessment Tool (SWAT) is a globally applied river basin
ecohydrological model used in a wide spectrum of studies, ranging from land
use change and climate change impacts studies to research for the development
of the best water management practices. However, SWAT has limitations in
simulating the seasonal growth cycles for trees and perennial vegetation in
the tropics, where rainfall rather than temperature is the dominant plant
growth controlling factor. Our goal is to improve the vegetation growth
module of SWAT for simulating the vegetation variables – such as the leaf area
index (LAI) – for tropical ecosystems. Therefore, we present a modified SWAT
version for the tropics (SWAT-T) that uses a straightforward but robust soil
moisture index (SMI) – a quotient of rainfall (<i>P</i>) and reference
evapotranspiration (ET<sub>r</sub>) – to dynamically initiate a new growth
cycle within a predefined period. Our results for the Mara Basin
(Kenya/Tanzania) show that the SWAT-T-simulated LAI corresponds well with the
Moderate Resolution Imaging Spectroradiometer (MODIS) LAI for evergreen
forest, savanna grassland and shrubland. This indicates that the SMI is
reliable for triggering a new annual growth cycle. The water balance
components (evapotranspiration and streamflow) simulated by the SWAT-T
exhibit a good agreement with remote-sensing-based evapotranspiration (ET-RS)
and observed streamflow. The SWAT-T model, with the proposed vegetation
growth module for tropical ecosystems, can be a robust tool for simulating
the vegetation growth dynamics in hydrologic models in tropical regions. |
url |
https://www.hydrol-earth-syst-sci.net/21/4449/2017/hess-21-4449-2017.pdf |
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