ASSESSING THE HYDROLOGIC EFFECTS OF URBANIZATION THROUGH NUMERICAL MODELING USING SWAT: A CASE STUDY OF LAGUNA DE BAY BASIN

Laguna de Bay, having a surface area of about 900 km<sup>2</sup> is the largest freshwater lake in the Philippines, and is the most important water body in Metro Manila with its variety of uses ranging from aquaculture, irrigation, water supply and flood control. Due to its available res...

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Autores principales:	J. M. Jamilla, J. Serrano, B. C. Hernandez, E. Herrera
Formato:	article
Lenguaje:	EN
Publicado:	Copernicus Publications 2021
Materias:	Technology T Engineering (General). Civil engineering (General) TA1-2040 Applied optics. Photonics TA1501-1820
Acceso en línea:	https://doaj.org/article/25cd5b39611d42b8bd7e1396f7f15d2c
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id	oai:doaj.org-article:25cd5b39611d42b8bd7e1396f7f15d2c
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spelling	oai:doaj.org-article:25cd5b39611d42b8bd7e1396f7f15d2c2021-11-19T01:37:19ZASSESSING THE HYDROLOGIC EFFECTS OF URBANIZATION THROUGH NUMERICAL MODELING USING SWAT: A CASE STUDY OF LAGUNA DE BAY BASIN10.5194/isprs-archives-XLVI-4-W6-2021-193-20211682-17502194-9034https://doaj.org/article/25cd5b39611d42b8bd7e1396f7f15d2c2021-11-01T00:00:00Zhttps://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLVI-4-W6-2021/193/2021/isprs-archives-XLVI-4-W6-2021-193-2021.pdfhttps://doaj.org/toc/1682-1750https://doaj.org/toc/2194-9034Laguna de Bay, having a surface area of about 900 km<sup>2</sup> is the largest freshwater lake in the Philippines, and is the most important water body in Metro Manila with its variety of uses ranging from aquaculture, irrigation, water supply and flood control. Due to its available resources and strategic location, over extraction, land conversion, and urbanization, have resulted in massive changes in the lake's watershed. The objective of this study is to simulate the impact of land cover change, particularly urbanization, on the hydrology of Laguna de Bay watershed. By hypothetically converting brushland to urban areas and using ArcSWAT to simulate the effects of urbanization, discharges and water balances were assessed. The long-term hydrologic simulations showed an annual increase of 20.6 m<sup>3</sup>/s (68%) in surface runoff and a 12.8 m<sup>3</sup>/s (26%) decrease in groundwater recharge for the entire watershed as urban areas increase. The mean seasonal flows were 75. m<sup>3</sup>/s during the dry season and 149.4 m<sup>3</sup>/s during the wet season for the original land cover, and 70.2 m<sup>3</sup>/s and 154.1 m<sup>3</sup>/s for the urbanized land cover, during the dry and wet seasons, respectively. Water percolating into the aquifers beneath the ground were also lessened by 13.6 m<sup>3</sup>/s (23%). The calibration of Marikina subbasin resulted to a satisfactory percent bias (PBIAS), Nash-Sutcliffe (NSE), and the ratio of the root-mean-square error to the standard deviation of measured data (RSR). Other subbasins resulted in a relatively lower performance rating due to limited available monitoring stations within the basin.J. M. JamillaJ. SerranoB. C. HernandezE. HerreraE. HerreraCopernicus PublicationsarticleTechnologyTEngineering (General). Civil engineering (General)TA1-2040Applied optics. PhotonicsTA1501-1820ENThe International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Vol XLVI-4-W6-2021, Pp 193-199 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Technology T Engineering (General). Civil engineering (General) TA1-2040 Applied optics. Photonics TA1501-1820
spellingShingle	Technology T Engineering (General). Civil engineering (General) TA1-2040 Applied optics. Photonics TA1501-1820 J. M. Jamilla J. Serrano B. C. Hernandez E. Herrera E. Herrera ASSESSING THE HYDROLOGIC EFFECTS OF URBANIZATION THROUGH NUMERICAL MODELING USING SWAT: A CASE STUDY OF LAGUNA DE BAY BASIN
description	Laguna de Bay, having a surface area of about 900 km<sup>2</sup> is the largest freshwater lake in the Philippines, and is the most important water body in Metro Manila with its variety of uses ranging from aquaculture, irrigation, water supply and flood control. Due to its available resources and strategic location, over extraction, land conversion, and urbanization, have resulted in massive changes in the lake's watershed. The objective of this study is to simulate the impact of land cover change, particularly urbanization, on the hydrology of Laguna de Bay watershed. By hypothetically converting brushland to urban areas and using ArcSWAT to simulate the effects of urbanization, discharges and water balances were assessed. The long-term hydrologic simulations showed an annual increase of 20.6 m<sup>3</sup>/s (68%) in surface runoff and a 12.8 m<sup>3</sup>/s (26%) decrease in groundwater recharge for the entire watershed as urban areas increase. The mean seasonal flows were 75. m<sup>3</sup>/s during the dry season and 149.4 m<sup>3</sup>/s during the wet season for the original land cover, and 70.2 m<sup>3</sup>/s and 154.1 m<sup>3</sup>/s for the urbanized land cover, during the dry and wet seasons, respectively. Water percolating into the aquifers beneath the ground were also lessened by 13.6 m<sup>3</sup>/s (23%). The calibration of Marikina subbasin resulted to a satisfactory percent bias (PBIAS), Nash-Sutcliffe (NSE), and the ratio of the root-mean-square error to the standard deviation of measured data (RSR). Other subbasins resulted in a relatively lower performance rating due to limited available monitoring stations within the basin.
format	article
author	J. M. Jamilla J. Serrano B. C. Hernandez E. Herrera E. Herrera
author_facet	J. M. Jamilla J. Serrano B. C. Hernandez E. Herrera E. Herrera
author_sort	J. M. Jamilla
title	ASSESSING THE HYDROLOGIC EFFECTS OF URBANIZATION THROUGH NUMERICAL MODELING USING SWAT: A CASE STUDY OF LAGUNA DE BAY BASIN
title_short	ASSESSING THE HYDROLOGIC EFFECTS OF URBANIZATION THROUGH NUMERICAL MODELING USING SWAT: A CASE STUDY OF LAGUNA DE BAY BASIN
title_full	ASSESSING THE HYDROLOGIC EFFECTS OF URBANIZATION THROUGH NUMERICAL MODELING USING SWAT: A CASE STUDY OF LAGUNA DE BAY BASIN
title_fullStr	ASSESSING THE HYDROLOGIC EFFECTS OF URBANIZATION THROUGH NUMERICAL MODELING USING SWAT: A CASE STUDY OF LAGUNA DE BAY BASIN
title_full_unstemmed	ASSESSING THE HYDROLOGIC EFFECTS OF URBANIZATION THROUGH NUMERICAL MODELING USING SWAT: A CASE STUDY OF LAGUNA DE BAY BASIN
title_sort	assessing the hydrologic effects of urbanization through numerical modeling using swat: a case study of laguna de bay basin
publisher	Copernicus Publications
publishDate	2021
url	https://doaj.org/article/25cd5b39611d42b8bd7e1396f7f15d2c
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ASSESSING THE HYDROLOGIC EFFECTS OF URBANIZATION THROUGH NUMERICAL MODELING USING SWAT: A CASE STUDY OF LAGUNA DE BAY BASIN

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