Assessment of Post-fire Soil Erosion Risk in Fire-Affected Watersheds Using Remote Sensing and GIS

References

• Bautista, S., Mayor, A. G., Bourakhouadar, J., and J. Bellot, 2007, "Plant Spatial Pattern Predicts Hillslope Runoff And Erosion in a Semiarid Mediterranean Landscape," Ecosystems , 10(6):987-998.
   Google Scholar
• Bemporad, G. A., Alterach, J., Amighetti, F. F., Peviani, M., and I. Saccardo, 1997, "A Distributed Approach for Sediment Yield Evaluation in Alpine Regions," Journal of Hydrology , 197(1-4):370-392.
   Google Scholar
• Berberoglu, S., Lloyd, C. D., Atkinson, P. M., and P. J. Curran, 2000, "The Integration of Spectral and Textural Information Using Neural Networks for Land Cover Mapping in the Mediterranean," Computers & Geosciences , 26(4):385-396.
   Google Scholar
• Beschta, R. L., Rhodes, J. J., Kaufmann, J. B., Gresswell, R. E., Minshall, G. W., Karr, J. R., Perry, D. A., Hauer, F. R., and C. A. Frissell, 2004, "Postfire Management on Forested Public Lands of the Western United States," Conservation Biology , 18(4):957-967.
   Google Scholar
• Beyer Portner, N., 1998, Erosion des bassins versant alpins suisses par ruissellement de surface. (Erosion of Swiss Alpine Watersheds by Surface Runoff), Ph.D. thesis, University of Laussanne, Switzerland, 230 pp.
   Google Scholar
• Boer, M. M. and J. Puigdefábregas, 2005, "Assessment of Dryland Condition Using Spatial Anomalies of Vegetation Index Values," International Journal of Remote Sensing , 26(18):4045-4065.
   Google Scholar
• Breiman, L., 1984, Classification and Regression Trees , Belmont, CA: Wadsworth International Group, Wadsworth Statistics/Probability Series, 358 pp.
   Google Scholar
• Brewer, C. K., Winne, J. C., Redmond, R. L., Opitz, D. W., and M. V. Mangrich, 2005, "Classifying and Mapping Wildfire Severity: A Comparison of Methods," Photogrammetric Engineering and Remote Sensing , 71(11):1311-1320.
   Google Scholar
• Chavez Jr., P. S., 1996, "Image-Based Atmospheric Corrections—Revisited and Improved," Photogrammetric Engineering and Remote Sensing , 62(9):1025-1036.
   Google Scholar
• Chuvieco, E. and R. G. Congalton, 1988, "Mapping and Inventory of Forest Fires from Digital Processing of TM Data," Geocarto International , 3(4):41-53.
   Google Scholar
• Chuvieco, E., Riaño, D., Danson, F. M., and P. Martin, 2006, "Use of a Radiative Transfer Model to Simulate the Postfire Spectral Response to Burn Severity," Journal of Geophysical Research, G: Biogeosciences , 111(4).
   Google Scholar
• De Santis, A. and E. Chuvieco, 2007, "Burn Severity Estimation from Remotely Sensed Data: Performance of Simulation versus Empirical Models," Remote Sensing of Environment , 108(4):422-435.
   Google Scholar
• de Vente, J. and J. Poesen, 2005, "Predicting Soil Erosion and Sediment Yield at the Basin Scale: Scale Issues and Semi-quantitative Models," Earth-Science Reviews , 71(1-2):95-125.
   Google Scholar
• Epting, J., Verbyla, D., and B. Sorbel, 2005, "Evaluation of Remotely Sensed Indices for Assessing Burn Severity in Interior Alaska Using Landsat TM and ETM+," Remote Sensing of Environment , 96(3-4):328-339.
   Google Scholar
• Fanetti, D. and L. Vezzoli, 2007, "Sediment Input and Evolution of Lacustrine Deltas: The Breggia and Greggio Rivers Case Study (Lake Como, Italy)," Quaternary International , 173-174(Suppl.):113-124.
   Google Scholar
• Fox, D. M., Berolo, W., Carrega, P., and F. Darboux, F., 2006, "Mapping Erosion Risk and Selecting Sites for Simple Erosion Control Measures after a Forest Fire in Mediterranean France," Earth Surface Processes and Landforms , 31(5):606-621.
   Google Scholar
• Gavrilovic, Z., 1988, "The Use of An Empirical Method (Erosion Potential Method) for Calculating Sediment Production and Transportation in Unstudied or Torrential Streams, in Proc. Int. Conf. on River Regime , 411-422.
   Google Scholar
• Gavrilovic, Z., Stefanovic, M., Milovanovic, I., Cotric, J., and M. Milojevic, 2008, "Torrent Classification—Base of Rational Management of Erosive Regions," in IOP Conference Series: Earth and Environmental Science , 4(1):012039.
   Google Scholar
• Hierl, L. A., Franklin, J., Deutschman, D. H., Regan, H. M., and B. S. Johnson, 2008, "Assessing and Prioritizing Ecological Communities for Monitoring in a Regional Habitat Conservation Plan," Environmental Management , 42(1):165-179.
   Google Scholar
• Jenks, G. F. and F. C. Caspall, 1971, "Error on Choroplethic Maps: Definition, Measurement, Reduction," Annals of the Association of American Geographers , 61(2):217-244.
   Google Scholar
• Key, C. H. and N. C. Benson, 2005, Landscape Assessment: Ground Measure of Severity, the Composite Burn Index; and Remote Sensing of Severity, the Normalized Burn Ratio , Ft. Collins, CO: U.S. Forest Service, Rocky Mountains Research Station General Technical Report.
   Google Scholar
• Kokaly, R. F., Rockwell, B. W., Haire, S. L. and T. V. V. King, 2007, "Characterization of Post-fire Surface Cover, Soils, and Burn Severity at the Cerro Grande Fire, New Mexico, using Hyperspectral and Multispectral Remote Sensing," Remote Sensing of Environment , 106(3):305-325.
   Google Scholar
• Koutsias, N. and M. Karteris, 1998, "Logistic Regression Modelling of Multitemporal Thematic Mapper Data for Burned Area Mapping," International Journal of Remote Sensing , 19(18):3499-3515.
   Google Scholar
• Koutsias, N. and M. Karteris, 2003, "Classification Analyses of Vegetation for Delineating Forest Fire Fuel Complexes in a Mediterranean Test Site Using Satellite Remote Sensing and GIS," International Journal of Remote Sensing , 24(15):3093-3104.
   Google Scholar
• Koutsias, N., Mallinis, G., and Karteris, M., 2009, "A Forward/Backward Principal Component Analysis of Landsat-7 ETM+ Data to Enhance the Spectral Signal of Burnt Surfaces," ISPRS Journal of Photogrammetry and Remote Sensing , 64(1):37-46.
   Google Scholar
• Kutiel, P., Lavee, H., Segev, M., and Y. Benyamini, 1995, "The Effect of Fire-Induced Surface Heterogeneity on Rainfall—Runoff—Erosion Relationships in an Eastern Mediterranean Ecosystem, Israel," Catena , 25(1-4):77-87.
   Google Scholar
• Lein, J. K. and N. I. Stump, 2009, "Assessing Wildfire otential within the Wildland—Urban Interface: A Southeastern Ohio Example," Applied Geography , 29(1):21-34.
   Google Scholar
• Maeda, E. E., Formaggio, A. R., and Y. E. Shimabukuro, 2008, "Impacts of Land Use and Land Cover Changes on Sediment Yield in a Brazilian Amazon Drainage Basin," GIScience and Remote Sensing , 45(4):443-453.
   Google Scholar
• Mallinis, G. and Koutsias, N., 2008, "Spectral and Spatial-Based Classification for Broad-Scale Land Cover Mapping Based on Logistic Regression," Sensors , 8(12):8067-8085.
   Google Scholar
• Mallinis, G., Koutsias, N., Makras, A., and M. Karteris, 2004, "Forest Parameters Estimation in a European Mediterranean Landscape Using Remotely Sensed Data," Forest Science , 50(4):450-460.
   Google Scholar
• Mallinis, G., Koutsias, N., Tsakiri-Strati, M., and M. Karteris, 2008, "Object-Based Classification Using Quickbird Imagery for Delineating Forest Vegetation Polygons in a Mediterranean Test Site," ISPRS Journal of Photogrammetry and Remote Sensing , 63(2):237-250.
   Google Scholar
• Martínez, J., Vega-Garcia, C., and E. Chuvieco, 2009, "Human-caused Wildfire Risk Rating for Prevention Planning in Spain," Journal of Environmental Management , 90(2):1241-1252.
   Google Scholar
• Merritt, W. S., Letcher, R. A., and A. J. Jakeman, 2003, "A Review of Erosion and Sediment Transport Models," Environmental Modelling and Software , 18(8-9):761-799.
   Google Scholar
• Minshall, G. W., 2003, "Responses of Stream Benthic Macroinvertebrates to Fire," Forest Ecology and Management , 178(1-2):155-161.
   Google Scholar
• Mitri, G. H. and I. Z. Gitas, 2004, "A Semi-automated Object-Oriented Model for Burned Area Mapping in the Mediterranean Region Using Landsat-TM Imagery," International Journal of Wildland Fire , 13(3):367-376.
   Google Scholar
• Nakos, G., 1979, General Soil Map of Greece (1:500,000 scale), Athens, Greece: Forest Research Institute (in Greek).
   Google Scholar
• Pausas, J. G., Llovet, J., Rodrigo, A., and R. Vallejo, 2008, "Are Wildfires a Disaster in the Mediterranean Basin? A Review," International Journal of Wildland Fire , 17(6):713-723.
   Google Scholar
• Pimentel, D., Harvey, C., Resosudarmo, P., Sinclair, K., Kurz, D., McNair, M., Crist, S., Shpritz, L., Fitton, L., Saffouri, R., and R. Blair, 1995, "Environmental and Economic Costs of Soil Erosion and Conservation Benefits," Science , 267(5201):1117-1123.
   Google Scholar
• Rogan, J. and S. R. Yool, 2001, "Mapping Fire-Induced Vegetation Depletion in the Peloncillo Mountains, Arizona and New Mexico," International Journal of Remote Sensing , 22(16):3101-3121.
   Google Scholar
• Roy, D. P., Boschetti, L., and S. N. Trigg, 2006, "Remote Sensing of Fire Severity: Assessing the Performance of the Normalized Burn Ratio," IEEE Geoscience and Remote Sensing Letters , 3(1):112-116.
   Google Scholar
• Ruiz-Gallardo, J. R., Castaño, S., and Calera, A., 2004, "Application of Remote Sensing and GIS to Locate Priority Intervention Areas after Wildland Fires in Mediterranean Systems: A Case Study from South-eastern Spain," International Journal of Wildland Fire , 13(3):241-252.
   Google Scholar
• Sá, A. C. L., Pereira, J. M. C., and R. H. Gardner, 2007, "Analysis of the Relationship between Spatial Pattern and Spectral Detectability of Areas Burned in Southern Africa Using Satellite Data," International Journal of Remote Sensing , 28(16):3583-3601.
   Google Scholar
• Shakesby, R. A. and S. H. Doerr, 2006, "Wildfire as a Hydrological and Geomorphological Agent," Earth Science Reviews , 74(3-4):269-307.
   Google Scholar
• Shoshany, M., 2002, "Landscape Fragmentation and Soil Cover Changes on Southand North-Facing Slopes during Ecosystems Recovery: An Analysis from Multidate Air Photographs," Geomorphology , 45(1-2):3-20.
   Google Scholar
• Siyuan, W., Jingshi, L., and Y. Cunjian, 2007, "Temporal Change in the Landscape Erosion Pattern in the Yellow River Basin, China," International Journal of Geographical Information Science , 21(10):1077-1092.
   Google Scholar
• Stow, D., Petersen, A., Rogan, J., and J. Franklin, 2007, "Mapping Burn Severity of Mediterranean-type Vegetation Using Satellite Multispectral Data," GIScience and Remote Sensing , 44(1):1-23.
   Google Scholar
• Tangestani, M. H., 2006, "Comparison of EPM and PSIAC Models in GIS for Erosion and Sediment Yield Assessment in a Semi-arid Environment: Afzar Catchment, Fars Province, Iran," Journal of Asian Earth Sciences , 27(5):585-597.
   Google Scholar
• Tazioli, A., 2009, "Evaluation of Erosion in Equipped Basins: Preliminary Results of a Comparison between the Gavrilovic Model and Direct Measurements of Sediment Transport," Environmental Geology , 56(5):825-831.
   Google Scholar
• Tucker, C. J., 1979, "Red and Photographic Infrared Linear Combinations for Monitoring Vegetation," Remote Sensing of Environment , 8(2):127-150.
   Google Scholar
• Vafeidis, A. T., Drake, N. A., and J. Wainwright, 2007, "A Proposed Method for Modelling the Hydrologic Response of Catchments to Burning with the Use of Remote Sensing and GIS," Catena , 70(3):396-409.
   Google Scholar
• Verbyla, D. L., Kasischke, E. S., and E. E. Hoy, 2008, "Seasonal and Topographic Effects on Estimating Fire Severity from Landsat TM/ETM+ data," International Journal of Wildland Fire , 17(4):527-534.
   Google Scholar
• Viegas, D., Allgöwer, B., Koutsias, N. and G. Eftichidis, 2003, "Fire Spread and the Wildland Urban Interface Problem," in Proceedings: Forest Fires in the Wildland—Urban Interface and Rural Areas in Europe , 22-34.
   Google Scholar
• Vrieling, A., Sterk, G., and O. Vigiak, O., "Spatial Evaluation of Soil Erosion Risk in the West Usambara Mountains, Tanzania," Land Degradation and Development , 17(3):301-319.
   Google Scholar
• Weber, K. T., Seefeldt, S., Moffet, C., and J. Norton, 2008, "Comparing Fire Severity Models from Post—fire and Pre/Post-fire Differenced Imagery," GIScience and Remote Sensing , 45(4):392-405.
   Google Scholar