Ecological Modelling 468 (2022) 109959
Available online 15 March 2022
0304-3800/© 2022 Elsevier B.V. All rights reserved.
Predicting the potential impact of forest fres on runoff and sediment loads
using a distributed hydrological modeling approach
Rouhollah Nasirzadehdizaji
*
, Dilek Eren Akyuz
Department of Civil Engineering, Engineering Faculty, Istanbul University - Cerrahpasa, Avcilar, Istanbul, 34320 Turkey
A R T I C L E INFO
Keywords:
Wildfre
Land use change
SWAT hydrological model
Erosion
Sediment yield
Watershed management
ABSTRACT
Forest fres profoundly affect the nature of watershed responses to precipitation, increases in runoff rate and
volume, and post-fre sediment discharge. A post-fre watershed assessment to identify potential trouble spots for
soil erosion and fooding can help land managers for decision-making on deploy mitigation, remediation mea-
sures, and restoration action plans. Predicting the potential impact of fres on runoff and soil erosion requires
distributed hydrological modeling methods. This study used the Soil and Water Assessment Tool (SWAT), a
rainfall-runoff model, to investigate the hydrological consequences of forest fres and their impact on sediment
load under different burnt scenarios. For the pre-fre (baseline) scenario, the watershed is calibrated by using the
measured discharge and suspended sediment concentration data from the weather station during the time step to
estimate post-fre changes at the sub-catchment scale. The total water and sediment yield for the selected sub-
catchment in the post-fre scenario with the highest spatial distribution of forest fre, due to the excessive sur-
face runoff (an increase of 14.5%) increased signifcantly, resulted in 6.5 times increase in sediment yield. The
results obtained from the study indicate a signifcant increase in sediment transport into the stream in the post-
fre scenario. A large volume of soil losses occurred during the time step. In contrast, due to removing trees and
vegetation from the ground, less evapotranspiration and infltration occurred in selected sub-catchment areas
after forest fres. In terms of watershed management, understanding the consequences of forest fres on hydro-
logical services will be an effective method for sediment budget control. Therefore, applying the rainfall-runoff
and erosion models for the watershed with developing plausible forest fre scenarios can be a productive method
to deal with the threats and hydrological risks such as soil erosion and sediment transfer to the downstream
environment.
1. Introduction
Erosion and related issues have always presented signifcant chal-
lenges in water resources management and development. Water
consistently erodes sediment from the bed and banks of the reaches and
carries it downriver through the catchment. Different phenomena such
as ground deformations or landslides can also lead to the overrun of
sediments in the river system and forming an unexpected build-up of
sediments deposition. In addition to the naturally-occurring sediment,
the impact of activities such as agriculture, deforestation, mining, ur-
banization, and road building on soil erosion rates is inevitable
(Amundson et al., 2015; Hassan et al., 2017). A signifcant cause of
changes in sedimentation and erosion patterns is through hydrological
modifcations in the forests. Forests have a variety of ecological and
hydrological benefts, for example, contributing to enhanced infltration
and water retention. The fltration process in the soil column helps to
improve water quality (Bredemeier, 2010). Furthermore, the combined
effects of vegetation, litter cover, and reduced water yield imply
decreased erosion rates under forest cover, baseline sedimentation,
reducing food hazards, and affecting both the soil quality and the
downstream aquatic environments (Farley et al., 2005; Schüler, 2006).
Therefore, through the changes in hydrological processes, deforestation
and degradation of forests cause signifcant downstream impacts to the
freshwater and estuarine environments, increasing the amount of sedi-
ment (Iwata et al., 2003; Pattanayak and Wendland 2007).
Forest fres are the most common way of degrading forests and their
ecosystems. Forest fres seriously affect ecosystems and cause lost totally
or partly forests positive effects; i.e., soil erosion protection, enrichment
of soil properties (Certini, 2005), decreasing hydrophobicity, enhancing
infltration capacity, and decreasing surface runoff (Martin and Moody
* Corresponding author.
E-mail address: rouhollahn@ogr.iu.edu.tr (R. Nasirzadehdizaji).
Contents lists available at ScienceDirect
Ecological Modelling
journal homepage: www.elsevier.com/locate/ecolmodel
https://doi.org/10.1016/j.ecolmodel.2022.109959
Received 27 January 2022; Received in revised form 27 February 2022; Accepted 9 March 2022