A proposed method for modelling the hydrologic response of catchments to burning with the use of remote sensing and GIS

Abstract Forest fires can have significant effects on the hydrological response of catchments, resulting in many cases in severe land degradation, flooding and soil erosion. These post-fire hazards often cause extensive damage to public and private property and urban infrastructure, thus carefully planned and designed mitigation activities are required for reducing their magnitude. This study presents a method for the quantitative estimation and mapping of post-fire erosion and runoff, which can provide the basis for the planning of these mitigation activities. Within the context of the proposed method a soil-erosion model is integrated within a GIS and remote sensing and digital cartographic data are used for estimating the model parameters before and after the passage of the fire. The model incorporates the effects of fire on the parameters that control erosion using remotely sensed estimates of the characteristics of the fire, such as the temperature and the extent. The method was implemented in four regions in Greece where severe wildfires took place during the summer of 1998. Pre- and post-fire model runs showed significant changes in runoff and erosion patterns as a result of the passage of the fire and a notable increase in the spatial variability of post-fire erosion rates. Results indicated net increases of up to 0.76 × 10 − 2  mm/h in erosion rates, although small decreases were also observed in some areas. The application of the method led to the identification of areas where erosion is expected to accelerate significantly and thus hazard-mitigation works are urgently required. The proposed method can clearly benefit from higher resolution remote-sensing data and more detailed datasets on soil properties and characteristics and is expected to provide a useful tool in planning and prioritising the works that are required for the mitigation of post-fire hazards.

[1]  L. R. Ahuja,et al.  Infiltration and soil water movement , 1992 .

[2]  M. Harding,et al.  Erosion and sediment control : preventing additional disasters after the Southern California fires , 1994 .

[3]  Andrew A. Millward,et al.  Adapting the RUSLE to model soil erosion potential in a mountainous tropical watershed , 1999 .

[4]  C. Justice,et al.  Evaluation of global fire detection algorithms using simulated AVHRR infrared data , 1999 .

[5]  J. Martínez-Fernández,et al.  Vegetation and soil erosion under a semi-arid Mediterranean climate: a case study from Murcia (Spain) , 1998 .

[6]  Elias Symeonakis,et al.  Monitoring desertification and land degradation over sub-Saharan Africa , 2004 .

[7]  Stephen R. Yool,et al.  Modeling potential erosion due to the Cerro Grande Fire with a GIS-based implementation of the Revised Universal Soil Loss Equation , 2003 .

[8]  G. Giovannini,et al.  THE NATURAL EVOLUTION OF A BURNED SOIL: A THREE‐YEAR INVESTIGATION , 1987 .

[9]  Z. Naveh,et al.  The evolutionary significance of fire in the mediterranean region , 2006, Vegetatio.

[10]  E. Mora The influence of aspect on runoff and soil loss in a Mediterranean burnt forest (Spain) , 1992 .

[11]  José M. C. Pereira,et al.  A comparative evaluation of NOAA/AVHRR vegetation indexes for burned surface detection and mapping , 1999, IEEE Trans. Geosci. Remote. Sens..

[12]  Victor Jetten,et al.  Calibrating and validating the LISEM model for two data sets from the Netherlands and South Africa , 1999 .

[13]  Michael F. Goodchild,et al.  Gis and Environmental Modeling: Progress and Research Issues , 1996 .

[14]  W. J. Rawls,et al.  A procedure to predict green and ampt infiltration parameters , 1983 .

[15]  L. H. Cammeraat,et al.  The effect of land use on runoff and soil erosion rates under Mediterranean conditions , 1997 .

[16]  Hanoch Lavee,et al.  Effect of surface roughness on runoff and erosion in a mediterranean ecosystem: the role of fire , 1995 .

[17]  George Alan Blackburn,et al.  Seasonal variations in the spectral reflectance of deciduous tree canopies , 1995 .

[18]  D. W. Goodall,et al.  Mediterranean-type shrublands , 2004, Vegetatio.

[19]  John Wainwright,et al.  Modelling and Model Building , 2013 .

[20]  James A. Brass,et al.  Assessing fire emissions from tropical savanna and forests of central Brazil , 1993 .

[21]  Sindre Langaas,et al.  A parametrised bispectral model for savanna fire detection using AVHRR night images , 1993 .

[22]  Edward J. Rykiel,et al.  Testing ecological models: the meaning of validation , 1996 .

[23]  P. Kutiel,et al.  Fire impacts on soil nutrients and soil erosion in a Mediterranean pine forest plantation , 1993 .

[24]  G. Giovannini,et al.  EFFECT OF HEATING ON SOME PHYSICAL AND CHEMICAL PARAMETERS RELATED TO SOIL AGGREGATION AND ERODIBILITY , 1988 .

[25]  S. M. de Jong,et al.  Regional assessment of soil erosion using the distributed model SEMMED and remotely sensed data , 1999 .

[26]  Z. Naveh The Role of Fire and Its Management in the Conservation of Mediterranean Ecosystems and Landscapes , 1994 .

[27]  Athanasios T. Vafeidis,et al.  A two‐step method for estimating the extent of burnt areas with the use of coarse‐resolution data , 2005 .

[28]  J. B. Thornes,et al.  The ecology of erosion , 1985 .

[29]  Susana Bautista,et al.  Effects of land use and eventual fire on soil erodibility in dry Mediterranean conditions , 2001 .

[30]  M. Jansson Land erosion by water in different climates , 1982 .

[31]  L. Lane,et al.  A GIS‐based hillslope erosion and sediment delivery model and its application in the Cerro Grande burn area , 2001 .

[32]  David R. Maidment,et al.  Handbook of Hydrology , 1993 .

[33]  J. Wainwright,et al.  Environmental Modelling: Finding Simplicity in Complexity , 2013 .

[34]  José M. C. Pereira,et al.  Compositing Criteria for Burned Area Assessment Using Multitemporal Low Resolution Satellite Data , 1998 .

[35]  M. Inbar,et al.  Rates of fluvial erosion in basins with a Mediterranean type climate , 1992 .

[36]  A. Cerda,et al.  Effect of climate on surface flow along a climatological gradient in Israel: a field rainfall simulation approach , 1998 .

[37]  E. Chuvieco,et al.  Global fire mapping and fire danger estimation using AVHHR images , 1994 .

[38]  Y. Benyamini,et al.  The effect of fire-induced surface heterogeneity on rainfall-runoff-erosion relationships in an eastern Mediterranean ecosystem, Israel , 1995 .

[39]  Anthony J. Parsons,et al.  Overland Flow: Hydraulics and Erosion Mechanics , 2007 .

[40]  J. Dozier A method for satellite identification of surface temperature fields of subpixel resolution , 1981 .

[41]  Robert Frouin,et al.  Methodology for estimating burned area from AVHRR reflectance data , 1995 .

[42]  G. Giovannini,et al.  Modifications induced in soil physico-chemical parameters by experimental fires at different intensities , 1997 .

[43]  L. J. Lane,et al.  Soil loss estimation , 1996 .

[44]  G. Giovannini,et al.  EFFECT OF FIRE ON HYDROPHOBIC AND CEMENTING SUBSTANCES OF SOIL AGGREGATES1 , 1983 .

[45]  G. Nakos Relationships of bio-climatic zones and lithology with various characteristics of forest soils in Greece , 1984, Plant and Soil.