Mapping Plant Functional Types at Multiple Spatial Resolutions Using Imaging Spectrometer Data

References

• Adams, J. B., Smith, M. O., and A. R. Gillespie, 1993, "Imaging Spectroscopy: Interpretation Based on Spectral Mixture Analysis," in Remote Geochemical Analysis: Elemental and Mineralogical Composition , Pieters, C. M. and P. A. J. Englert (Eds.), Cambridge, UK: Press Syndicate of University of Cambridge, 145-166.
   Google Scholar
• Anderson, G. P., Felde, G. W., Hoke, M. L., Ratkowski, A. J., Cooley, T., Chetwynd, J. H., Gardner, J. A., Adler-Golden, S. M., Matthew, M. W., Berk, A., Bernstein, L. S., Acharya, P. K., Miller, D., and P. Lewis, 2002, "MODTRAN4-Based Atmospheric Correction Algorithm: FLAASH (Fast Line-of-sight Atmospheric Analysis of Spectral Hypercubes)," in Proceedings of SPIE—The International Society for Optical Engineering , 4725:65-71.
   Google Scholar
• Asner, G. P., Jones, M. O., Martin, R. E., Knapp, D. E., and R. F. Hughes, 2008, "Remote Sensing of Native and Invasive Species in Hawaiian Forests," Remote Sensing of Environment , 112(5):1912-1926.
   Google Scholar
• Baatz, M., Benz, U., Dehghani, S., Heynen, M., Höltje, A., Hofmann, P., Lingenfelder, I., Mimler, M., Sohlbach, M., Weber, M., and G. Willhauck, 2004, eCognition Professional User Guide , München, Germany: Definiens Imaging GmbHp.
   Google Scholar
• Ballantine, J. A. C., Okin, G. S., Prentiss, D. E., and D. A. Roberts, 2005, "Mapping North African Landforms Using Continental Scale Unmixing of MODIS Imagery," Remote Sensing of Environment , 97(4):470-483.
   Google Scholar
• Bobbe, T., Lachowski, H., Maus, P., Greer, J., and C. Dull, 2001, "A Primer on Mapping Vegetation Using Remote Sensing," International Journal of Wildland Fire , 10(3-4):277-287.
   Google Scholar
• Bugmann, H., 1996, "Functional Types of Trees in Temperate and Boreal Forests: Classification and Testing," Journal of Vegetation Science , 7(3):359-370.
   Google Scholar
• Chambers, J. Q., Fisher, J. I., Zeng, H., Chapman, E. L., Baker, D. B. and G. C. Hurtt, 2007, "Hurricane Katrina's Carbon Footprint on U.S. Gulf Coast Forests," Science , 318:1107.
   Google Scholar
• Clark, M. L., Roberts, D. A., and D. B. Clark, 2005, "Hyperspectral Discrimination of Tropical Rain Forest Tree Species at Leaf to Crown Scales," Remote Sensing of Environment , 96(3-4):375-398.
   Google Scholar
• Congalton, R. G., 1991, "A Review of Assessing the Accuracy of Classifications of Remotely Sensed Data," Remote Sensing of Environment , 37(1):35-46.
   Google Scholar
• Dennison, P. E., Charoensiri, K., Roberts, D. A., Peterson, S. H. and R. O. Green, 2006, "Wildfire Temperature and Land Cover Modeling Using Hyperspectral Data," Remote Sensing of Environment , 100(2):212-222.
   Google Scholar
• Dennison, P. E., Halligan, K. Q., and D. A. Roberts, 2004, "A Comparison of Error Metrics and Constraints for Multiple Endmember Spectral Mixture Analysis and Spectral Angle Mapper," Remote Sensing of Environment , 93(3):359-367.
   Google Scholar
• Dennison, P. E., and D. S. Matheson, 2011, "Comparison of Fire Temperature and Fractional Area Modeled from SWIR, MIR, and TIR Multispectral and SWIR Hyperspectral Airborne Data," Remote Sensing of Environment , 115(3):876-886.
   Google Scholar
• Dennison, P. E., Nagler, P. L., Hultine, K. R., Glenn, E. P. and J. R. Ehleringer, 2009, "Remote Monitoring of Tamarisk Defoliation and Evapotranspiration Following Saltcedar Leaf Beetle Attack," Remote Sensing of Environment , 113(7):1462-1472.
   Google Scholar
• Dennison, P. E. and D. A. Roberts, 2003a, "Endmember Selection for Multiple Endmember Spectral Mixture Analysis Using Endmember Average RMSE," Remote Sensing of Environment , 87(2-3):123-135.
   Google Scholar
• Dennison, P. E. and D. A. Roberts, 2003b, "The effects of Vegetation Phenology on Endmember Selection and Species Mapping in Southern California Chaparral," Remote Sensing of Environment , 87(2-3):295-309.
   Google Scholar
• Diaz, S. and M. Cabido, 1997, "Plant Functional Types and Ecosystem Function in Relation to Global Change," Journal of Vegetation Science , 8(4):463-474.
   Google Scholar
• Diaz Barradas, M. C., Zunzunegui, M., Tirado, R., Ain-Lhout, F., and F. Garcia Novo, 1999, "Plant Functional Types and Ecosystem Function in Mediterranean Shrubland," Journal of Vegetation Science , 10(5):709-716.
   Google Scholar
• Everitt, J. H., Anderson, G. L., Escobar, D. E., Davis, M. R., Spencer, N. R., and R. J. Andrascik, 1995, "Use of Remote Sensing for Detecting and Mapping Leafy Spurge ( Euphorbia esula )," Weed Technology , 9(3):599-609.
   Google Scholar
• Hamada, Y., Stow, D. A., Coulter, L. L., Jafolla, J. C., and Hendricks, L. W., 2007, "Detecting Tamarisk species ( Tamarix spp.) in Riparian Habitats of Southern California Using High Spatial Resolution Hyperspectral Imagery," Remote Sensing of Environment , 109(2):237-248.
   Google Scholar
• Johnson, J. R., Staid, M. I., Titus, T. N., and K. Becker, 2006, "Shocked Plagioclase Signatures in Thermal Emission Spectrometer Data of Mars," Icarus , 180(1):60-74.
   Google Scholar
• Kruse, F. A., Lefkoff, A. B., Boardman, J. W., Heidebrecht, K. B., Shapiro, A. T., Barloon, P. J., and A. F. H. Goetz, 1993, "The Spectral Image Processing System (SIPS)—Interactive Visualization and Analysis of Imaging Spectrometer Data," Remote Sensing of Environment , 44(2-3):145-163.
   Google Scholar
• Lavorel, S. and E. Garnier, 2002, "Predicting Changes in Community Composition and Ecosystem Functioning from Plant Traits: Revisiting the Holy Grail," Functional Ecology , 16(5):545-556.
   Google Scholar
• Li, L. and J. F. Mustard, 2003, "Highland Contamination in Lunar Mare Soils: Improved Mapping with Multiple End-member Spectral Mixture Analysis (MESMA)," Journal of Geophysical Research E: Planets , 108(6):7-1-7-14.
   Google Scholar
• Li, L., Ustin, S. L., and M. Lay, 2005, "Application of Multiple Endmember Spectral Mixture Analysis (MESMA) to AVIRIS Imagery for Coastal Salt Marsh Mapping: A Case Study in China Camp, CA, USA," International Journal of Remote Sensing , 26(23):5193-5207.
   Google Scholar
• Martin, M. E., Newman, S. D., Aber, J. D., and R. G. Congalton, 1998, "Determining Forest Species Composition Using High Spectral Resolution Remote Sensing Data," Remote Sensing of Environment , 65(3):249-254.
   Google Scholar
• Mundt, J. T., Glenn, N. F., Weber, K. T., Prather, T. S., Lass, L. W. and J. Pettingill, 2005, "Discrimination of Hoary Cress and Determination of Its Detection Limits via Hyperspectral Image Processing and Accuracy Assessment Techniques," Remote Sensing of Environment , 96(3-4):509-517.
   Google Scholar
• Myneni, R. B., Dong, J., Tucker, C. J., Kaufmann, R. K., Kauppi, P. E., Liski, J., Zhou, L., Alexeyev, V., and M. K. Hughes, 2001, "A Large Carbon Sink in the Woody Biomass of Northern Forests," Proceedings of the National Academy of Sciences of the United States of America , 98(26):14,784-14, 789.
   Google Scholar
• Narumalani, S., Mishra, D. R., Burkholder, J., Merani, P. B. T., and G. Willson, 2006, "A Comparative Evaluation of ISODATA and Spectral Angle Mapping for the Detection of Saltcedar Using Airborne Hyperspectral Imagery," Geocarto International , 21(2):59-66.
   Google Scholar
• National Research Council, 2007, Earth Science and Applications from Space National Imperatives for the next Decade and Beyond , Washington DC: National Academies Press.
   Google Scholar
• Nemani, R. R., Running, S. W., Pielke, R. A., and T. N. Chase, 1996, "Global Vegetation Cover Changes from Coarse Resolution Satellite Data," Journal of Geophysical Research D: Atmospheres , 101(D3):7157-7162.
   Google Scholar
• Okin, G. S., Roberts, D. A., Murray, B., and W. J. Okin, 2001, "Practical Limits on Hyperspectral Vegetation Discrimination in Arid and Semiarid Environments," Remote Sensing of Environment , 77(2):212-225.
   Google Scholar
• Painter, T. H., Dozier, J., Roberts, D. A., Davis, R. E. and R. O. Green, 2003, "Retrieval of Subpixel Snow-Covered Area and Grain Size from Imaging Spectrometer Data," Remote Sensing of Environment , 85(1):64-77.
   Google Scholar
• Plourde, L. C., Ollinger, S. V., Smith, M. L., and M. E. Martin, 2007, "Estimating Species Abundance in a Northern Temperate Forest Using Spectral Mixture Analysis," Photogrammetric Engineering and Remote Sensing , 73(7):829-840.
   Google Scholar
• Powell, R. L., Roberts, D. A., Dennison, P. E., and L. L. Hess, 2007, "Sub-pixel Mapping of Urban Land Cover Using Multiple Endmember Spectral Mixture Analysis: Manaus, Brazil," Remote Sensing of Environment , 106(2):253-267.
   Google Scholar
• Rashed, T., Weeks, J. R., Roberts, D., Rogan, J., and R. Powell, 2003, "Measuring the Physical Composition of Urban Morphology Using Multiple Endmember Spectral Mixture Models," Photogrammetric Engineering and Remote Sensing , 69(9):1011-1020.
   Google Scholar
• Roberts, D. A., Dennison, P. E., Gardner, M. E., Hetzel, Y., Ustin, S. L., and C. T. Lee, 2003, "Evaluation of the Potential of Hyperion for Fire Danger Assessment by Comparison to the Airborne Visible/Infrared Imaging Spectrometer," IEEE Transactions on Geoscience and Remote Sensing , 41(6):1297-1310.
   Google Scholar
• Roberts, D. A., Gardner, M., Church, R., Ustin, S., Scheer, G., and R. O. Green, 1998, "Mapping Chaparral in the Santa Monica Mountains Using Multiple Endmember Spectral Mixture Models," Remote Sensing of Environment , 65(3):267-279.
   Google Scholar
• Thenkabail, P. S., Enclona, E. A., Ashton, M. S., and B. Van Der Meer, 2004, " Accuracy Assessments of Hyperspectral Waveband Performance for Vegetation Analysis Applications," Remote Sensing of Environment , 91(3-4):354-376.
   Google Scholar
• Tsai, F., Lin, E. K., and H. H. Wang, 2005, "Detecting Invasive Plant Species Using Hyperspectral Satellite Imagery" in International Geoscience and Remote Sensing Symposium (IGARSS) , 3002-3005.
   Google Scholar
• Underwood, E., Ustin, S., and D. DiPietro, 2003, "Mapping Nonnative Plants Using Hyperspectral Imagery," Remote Sensing of Environment , 86(2):150-161.
   Google Scholar
• Ustin, S. L., DiPietro, D., Olmstead, K., Underwood, E., and G. J. Scheer, 2002, "Hyperspectral Remote Sensing for Invasive Species Detection and Mapping," in International Geoscience and Remote Sensing Symposium (IGARSS) 2002 , 1658-1660.
   Google Scholar
• Walker, B. H., 1992, "Biodiversity and Ecological Redundancy," Conservation Biology , 6(1):18-23.
   Google Scholar
• Williams, A. P. and E. R. Hunt, Jr., 2002, "Estimation of Leafy Spurge Cover from Hyperspectral Imagery Using Mixture Tuned Matched Filtering," Remote Sensing of Environment , 82(2-3):446-456.
   Google Scholar
• Woodward, F. I. and W. Cramer, 1996, "Plant Functional Types and Climatic Changes: Introduction," Journal of Vegetation Science , 7(3):306-308.
   Google Scholar
• Youngentob, K. N., Roberts, D. A., Held, A. A., Dennison, P. E., Jia, X., and D. B. Lindenmayer, 2011, "Mapping Two Eucalyptus Subgenera Using Multiple Endmember Spectral Mixture Analysis and Continuum-Removed Imaging Spectrometry Data," Remote Sensing of Environment , 115(5):1115-1128.
   Google Scholar