Hydrological Modelling for Water Resource Management in a Semi-Arid Mountainous Region Using the Soil and Water Assessment Tool: A Case Study in Northern Afghanistan

<b> </b>To address the issues of water shortages and the loss of agricultural products at harvest in northern Afghanistan, the Soil and Water Assessment Tool (SWAT) was applied for agricultural water resource management by simulating surface runoff in the Balkhab River basin (BRB) on a m...

Full description

Bibliographic Details
Main Authors: Wahidullah Hussainzada, Han Soo Lee
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:Hydrology
Subjects:
Online Access:https://www.mdpi.com/2306-5338/8/1/16
id doaj-dbe0e4d6f56345a89457aa24a6ad1ca1
record_format Article
spelling doaj-dbe0e4d6f56345a89457aa24a6ad1ca12021-01-23T00:06:35ZengMDPI AGHydrology2306-53382021-01-018161610.3390/hydrology8010016Hydrological Modelling for Water Resource Management in a Semi-Arid Mountainous Region Using the Soil and Water Assessment Tool: A Case Study in Northern AfghanistanWahidullah Hussainzada0Han Soo Lee1Department of Development Technology, Graduate School for International Development and Cooperation (IDEC), Hiroshima University, 1-5-1 Kagamiyama, Higashi-Hiroshima, Hiroshima 739-8529, JapanTransdisciplinary Science and Engineering Program, Graduate School of Advanced Science and Engineering, Hiroshima University, 1-5-1 Kagamiyama, Higashi-Hiroshima, Hiroshima 739-8529, Japan<b> </b>To address the issues of water shortages and the loss of agricultural products at harvest in northern Afghanistan, the Soil and Water Assessment Tool (SWAT) was applied for agricultural water resource management by simulating surface runoff in the Balkhab River basin (BRB) on a monthly basis from 2013 to 2018. Elevation, slope, land cover data, soil maps, and climate data such as temperature, precipitation, relative humidity, wind speed, and solar radiation were used as inputs in the SWAT modelling. During the dry season from July to September, the water resources downstream were basically attributed to baseflow from groundwater. In the calibration, the groundwater baseflow was estimated by analyzing station-recorded discharges for 190 springs. With the estimated baseflow, the SWAT results were markedly improved, with R<sup>2</sup> values of 0.70, 0.86, 0.67, and 0.80, Nash-Sutcliff efficiency (NSE) values of 0.52, 0.83, 0.40, and 0.57, and percent bias (PBIAS) values of 23.4, −8.5, 23.4, and 17.5 in the four different subbasins. In the validation, the statistics also indicated satisfactory results. The output of this study can be used in agricultural water resource management with irrigation practices and further in the assessment of climate change effects on the water resources in the BRB.https://www.mdpi.com/2306-5338/8/1/16watershed modellingSWATgroundwater baseflowsnowmeltirrigationBalkhab River basin
collection DOAJ
language English
format Article
sources DOAJ
author Wahidullah Hussainzada
Han Soo Lee
spellingShingle Wahidullah Hussainzada
Han Soo Lee
Hydrological Modelling for Water Resource Management in a Semi-Arid Mountainous Region Using the Soil and Water Assessment Tool: A Case Study in Northern Afghanistan
Hydrology
watershed modelling
SWAT
groundwater baseflow
snowmelt
irrigation
Balkhab River basin
author_facet Wahidullah Hussainzada
Han Soo Lee
author_sort Wahidullah Hussainzada
title Hydrological Modelling for Water Resource Management in a Semi-Arid Mountainous Region Using the Soil and Water Assessment Tool: A Case Study in Northern Afghanistan
title_short Hydrological Modelling for Water Resource Management in a Semi-Arid Mountainous Region Using the Soil and Water Assessment Tool: A Case Study in Northern Afghanistan
title_full Hydrological Modelling for Water Resource Management in a Semi-Arid Mountainous Region Using the Soil and Water Assessment Tool: A Case Study in Northern Afghanistan
title_fullStr Hydrological Modelling for Water Resource Management in a Semi-Arid Mountainous Region Using the Soil and Water Assessment Tool: A Case Study in Northern Afghanistan
title_full_unstemmed Hydrological Modelling for Water Resource Management in a Semi-Arid Mountainous Region Using the Soil and Water Assessment Tool: A Case Study in Northern Afghanistan
title_sort hydrological modelling for water resource management in a semi-arid mountainous region using the soil and water assessment tool: a case study in northern afghanistan
publisher MDPI AG
series Hydrology
issn 2306-5338
publishDate 2021-01-01
description <b> </b>To address the issues of water shortages and the loss of agricultural products at harvest in northern Afghanistan, the Soil and Water Assessment Tool (SWAT) was applied for agricultural water resource management by simulating surface runoff in the Balkhab River basin (BRB) on a monthly basis from 2013 to 2018. Elevation, slope, land cover data, soil maps, and climate data such as temperature, precipitation, relative humidity, wind speed, and solar radiation were used as inputs in the SWAT modelling. During the dry season from July to September, the water resources downstream were basically attributed to baseflow from groundwater. In the calibration, the groundwater baseflow was estimated by analyzing station-recorded discharges for 190 springs. With the estimated baseflow, the SWAT results were markedly improved, with R<sup>2</sup> values of 0.70, 0.86, 0.67, and 0.80, Nash-Sutcliff efficiency (NSE) values of 0.52, 0.83, 0.40, and 0.57, and percent bias (PBIAS) values of 23.4, −8.5, 23.4, and 17.5 in the four different subbasins. In the validation, the statistics also indicated satisfactory results. The output of this study can be used in agricultural water resource management with irrigation practices and further in the assessment of climate change effects on the water resources in the BRB.
topic watershed modelling
SWAT
groundwater baseflow
snowmelt
irrigation
Balkhab River basin
url https://www.mdpi.com/2306-5338/8/1/16
work_keys_str_mv AT wahidullahhussainzada hydrologicalmodellingforwaterresourcemanagementinasemiaridmountainousregionusingthesoilandwaterassessmenttoolacasestudyinnorthernafghanistan
AT hansoolee hydrologicalmodellingforwaterresourcemanagementinasemiaridmountainousregionusingthesoilandwaterassessmenttoolacasestudyinnorthernafghanistan
_version_ 1724327257548259328