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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Main Authors: T. Alemayehu, A. van Griensven, B. T. Woldegiorgis, W. Bauwens
Format: Article
Language:English
Published: Copernicus Publications 2017-09-01
Series:Hydrology and Earth System Sciences
Online Access:https://www.hydrol-earth-syst-sci.net/21/4449/2017/hess-21-4449-2017.pdf
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spelling 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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