Fire and vegetation type effects on soil hydrophobicity and infiltration in the sagebrush-steppe: II. Hyperspectral analysis

Journal of Arid Environments

Volumn 74, Issue 6, 2010, Pages 660-666

  Finley, C D ^a   Glenn, N F ^b  

^a a wholly owned subsidiary of Newmont Mining Corporation   (United States)

^b IDAHO STATE UNIVERSITY   (United States)

Author keywords

Fire severity; Hydrophobicity; Mixture tuned match filtering (MTMF); Semiarid spectral angle mapper (SAM); Spectroscopy

Indexed keywords

ACCURACY ASSESSMENT; GRASS; HYDROPHOBICITY; INFILTRATION; REFLECTANCE; REMOTE SENSING; SHRUB; SOIL WATER; SPECTROSCOPY; STEPPE; VEGETATION MAPPING; VEGETATION TYPE; WILDFIRE;

INTERMOUNTAIN WEST;

ARTEMISIA TRIDENTATA;

EID: 77649187910     PISSN: 01401963     EISSN: 1095922X     Source Type: Journal    
DOI: 10.1016/j.jaridenv.2009.11.010     Document Type: Article

References (38)

1. Asner G.P., and Heidebrecht K.B. Spectral unmixing of vegetation, soil and dry carbon cover in arid regions: comparing multispectral and hyperspectral observations. International Journal of Remote Sensing 23 (2002) 3939-3958
2. Cocke A.E., Fulé P.Z., and Crouse J.E. Comparison of burn severity assessments using Differenced Normalized Burn Ratio and ground data. International Journal of Wildland Fire 14 (2005) 189-198
3. Congalton R.G., and Green K. Assessing the Accuracy of Remotely Sensed Data: Principles and Practices (1999), CRC Press, Boca Raton, Florida
4. DeBano, L.F., 1981. Water Repellent Soils: a State-of-the-art. Pacific Southwest Forest and Range Experiment Station, Berkeley, CA, p. 22.
5. DeBano L.F. The role of fire and soil heating on water repellency in wildland environments: a review. Journal of Hydrology 231-232 (2000) 195-206
6. DeBano L.F., Neary D.G., and Pfolliott P.F. Fire's Effects on Ecosystems (1998), John Wiley and Sons, New York
7. Eva H., and Lambin E.F. Burnt area mapping in Central Africa using ATSR data. International Journal of Remote Sensing 19 (1998) 3473-3497
8. Fraser R.H., and Li Z. Estimating fire-related parameters in boreal forest using SPOT VEGETATION. Remote Sensing of Environment 82 (2002) 95-110
9. Gao B., and Goetz A.F.H. Column atmospheric water vapor and vegetation liquid water retrievals from airborne imaging spectrometer data. Journal of Geophysical Research 95 (1990) 3549-3564
10. Gimeno-Garcia E., Andreu V., and Rubio J.L. Spatial patterns of soil temperatures during experimental fires. Geoderma 118 (2004) 17-38
11. Glenn and Finley. Fire and vegetation type effects on soil hydrophobicity and infiltration in the sagebrush-steppe: I. Field analysis. Journal of Arid Environments, in press.
12. Green A.A., Berman M., Switzer P., and Craig M.D. A transformation for ordering multispectral data in terms of image quality with implications for noise removal. IEEE Transactions on Geoscience and Remote Sensing 26 (1988) 65-74
13. Harsanyi J.C., and Chang C.-I. Hyperspectral image classification and dimensionality reduction: an orthogonal subspace projection approach. IEEE Transactions on Geoscience and Remote Sensing 32 (1994) 779-784
14. Heinz D.C., and Chang C.-I. Fully constrained least squares linear spectral mixture analysis method for material quantification in hyperspectral imagery. IEEE Transactions on Geoscience and Remote Sensing 39 (2001) 529-545
15. Henderson T.L., Baumgardner M.F., Franzmeier D.P., Stott D.E., and Coster D.C. High dimensional reflectance analysis of soil organic matter. Soil Science Society of America Journal 56 (1992) 865-872
16. Hummel J.W., Sudduth K.A., and Hollinger S.E. Soil moisture and organic matter prediction of surface and subsurface soils using an NIR soil sensor. Computers and Electronics in Agriculture 32 (2001) 149-165
17. Kokaly R.F., Rockwell B.W., Haire S.L., and King T.V.V. 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 (2007) 305-325
18. Kruse, F.A., 2003. Preliminary Results - Hyperspectral Maps of Coral Reef Systems using EO-1 Hyperion, Buck Island, U.S. Virgin Islands. Proceedings of the Twelfth JPL Airborne Geoscience Workshop.
19. Laes, D., Mas, P., Lewis, S., Robichaud, P., Kokaly, R., 2004. Postfire Burn-severity Classification ofthe Hayman Fire, CO: Based on Hyperspectral Data-JFSP RFP 2001-2 Task 1. Remote Sensing App. Center, Salt Lake City, UT, p. 29.
20. Lentile L.B., Holden Z.A., Smith A.M.S., Falkowski M.J., Hudak A.T., Morgan P., Gessler P.E., and Benson N.C. Remote sensing techniques to assess active fire and post-fire effects. International Journal of Wildland Fire 15 (2006) 319-345
21. Lewis S.A., Robichaud P.R., Frazier B.E., Wu J.Q., and Laes D.Y.M. Using hyperspectral imagery to predict post-wildfire soil water repellency. Geomorphology 95 (2008) 192-205
22. Miller J.D., Nyhan J.W., and Yool S.R. Modeling potential erosion due to the Cerro Grande Fire with a GIS-based implementation of the revised universal soil loss equation. International Journal of Wildland Fire 12 (2003) 85-100
23. Miller J.D., Knapp E.E., Key C.H., Skinner C.N., Isbell C.J., Max Creasy R., and Sherlock J.W. Calibration and validation of the relative differenced Normalized Burn Ratio (RdNBR) to three measures of fire severity in the Sierra Nevada and Klamath Mountains, California. USA. Remote Sensing of Environment 113 (2009) 645-656 10.1016/j.rse.2008.11.009
24. Mitchell J., and Glenn N.F. Leafy spurge (Euphorbia esula L.) classification performance using hyperspectral and multispectral sensors. Rangeland Ecology & Management 62 (2009) 16-27
25. Mitchell J., and Glenn N.F. Matched filtering subpixel abundance estimates in mixture-tuned matched filtering classifications of leafy spurge (Euphorbia esula L.). International Journal of Remote Sensing 30 (2009) 6099-6119
26. Moody J.A., Smith J.D., and Regan B.W. Critical shear stress of cohesive soils subjected to temperatures typical of wildfires. Journal of Geophysical Research 110 (2005) 1-13
27. Moody J.A., Martin D.A., Haire S.L., and Kinner D.A. Linking runoff response to burn severity after a wildfire. Hydrological Processes (2008) 10.1002/hyp.6806
28. Mundt J.T., Streutker D.R., and Glenn N.F. Mapping sagebrush distribution using fusion of hyperspectral and LiDAR classifications. Photogrammetric Engineering & Remote Sensing 72 (2006) 47-54
29. Mundt, J., Streutker, D., Glenn, N.F., 2007. Partial Unmixing of Hyperspectral Imagery: Theory and Methods. ASPRS Conference Proceedings Paper, May, 2007.
30. Murphy K.A., Reynolds J.H., and Koltun J.M. Evaluating the ability of the differenced Normalized Burn Ratio (dNBR) to predict ecologically significant burn severity in Alaskan boreal forests. International Journal of Wildland Fire 17 (2008) 490-499
31. Okin G.S., Roberts D.A., Murray B., and Okin W.J. Practical limits on hyperspectral vegetation discrimination in arid and semiarid environments. Remote Sensing of Environment 77 (2001) 212-225
32. Pierson F.B., Robichaud P.R., and Spaeth K.E. Spatial and temporal effects of wildfire on the hydrology of a steep rangeland watershed. Hydrological Processes 15 (2001) 2905-2916
33. Pierson F.B., Robichaud P.R., Moffet C.A., Spaeth K.E., Hardegree S.P., Clark P.E., and Williams C.J. Fire effects on rangeland hydrology and erosion in a steep sagebrush-dominated landscape. Hydrological Processes (2008) 10.1002/hyp.6904
34. Rahman A.F., and Gamon J.A. Detecting biophysical properties of a semi-arid grassland and distinguishing burned from unburned areas with hyperspectral reflectance. Journal of Arid Environments 58 (2004) 597-610
35. Robichaud P.R., Lewis S.A., Laes D., Hudak A., Kokaly R., and Zamudio J. Postfire soil burn severity mapping with hyperspectral image unmixing. Remote Sensing of Environment 108 (2007) 467-480
36. van Wagtendonk J., Root R., and Key C. Comparison of AVIRIS and Landsat ETM+ detection capabilities for burn severity. Remote Sensing of Environment 92 (2004) 397-408
37. Woods S.W., Birkas A., and Ahl R. Spatial variability of soil hydrophobicity after wildfires in Montana and Colorado. Geomorphology 86 (2007) 465-479
38. Wright H.A. Effects of fire on grasses and forbs in sagebrush-grass communities. In: Durham J. (Ed). Rangeland Fire Effects; A Symposium (1985), USDI-BLM, Boise, ID 12-21