Land Use/Land Cover and Soil Type Covariation in a Heterogeneous Landscape for Soil Moisture Studies Using Point Data

References

• Anderson, M. C., Neale, C. M. U., Li, F., Norman, J. M., Kustas, W. P., Jayanthi, H., and J. Chavez, 2004, "Upscaling Ground Observations of Vegetation Water Content, Canopy Height, and Leaf Area Index during SMEX02 Using Aircraft and Landsat Imagery," Remote Sensing of Environment , 92(4):447-464.
   Google Scholar
• Bosch, D. D., Sheridan, J. M., Batten, H., and J. Arnold, 2004, "Evaluation of the SWAT Model on a Coastal Plain Agricultural Watershed," Transactions of the American Society of Agricultural Engineers , 47(5):1493-1506.
   Google Scholar
• Bosch, D. D., Sheridan, J. M., Lowrance, R. R., Hubbard, R. K., Strickland, T. C., Feyereisen, G. W., and D. G. Sullivan, 2007, "Little River Experimental Water-shed Database," Water Resources Research , 43(9), W09470 [doi:10.1029/2006WR005844].
   Google Scholar
• Burnett, C. and T. Blaschke, 2003, "A Multi-scale Segmentation Object Relationship Modelling Methodology for Landscape Analysis," Ecological Modelling , 168:233-249.
   Google Scholar
• Carlson, T. N., Perry, E., and T. J. Schmugge, 1990, "Remote Estimation of Soil Moisture Availability and Fractional Vegetation Cover for Agriculture Fields," Agriculture and Forest Meteorology , 52:45-69.
   Google Scholar
• Carlson, T. N., Gillies, R. R., and T. J. Schmugge, 1995, "An Interpretation of Methodologies for Indirect Measurement of Soil Water Content" Agriculture and Forest Meteorology , 77:191-205.
   Google Scholar
• Campbell, J. E., 1990, "Dielectric Properties and Influence of Conductivity in Soils at One to Fifty Megahertz," Soil Science Society of America Journal , 54:332-341.
   Google Scholar
• Cashion, J., Lakshmi, V., Bosch, D. D., and T. Jackson, 2005, "Microwave Remote Sensing of Soil Moisture: Evaluation of the TRMM Microwave Imager (TMI) Satellite for the Little River Watershed Tifton, Georgia," Journal of Hydrology , 307:242-253.
   Google Scholar
• Chen, F., Kissel, D., West, L., Adkins, W., Clark, R., Rickman, D., and J. Luvall, 2004, "Field Scale Mapping of Surface Soil Clay Concentration," Precision Agriculture , 5:3-22.
   Google Scholar
• Chmiel, J., 2006, "Examples of Object-Based Approach in Land Cover Classification of VHR Satellite Image for Agricultural Areas," in Proceedings of the 1st International Conference on Object Oriented Image Analysis (OBAI 2006) , Salzburg, Austria, July 4-5, 2006, p. 56.
   Google Scholar
• Choi, M. and J. Jacobs, 2006, "Soil Moisture Variability of Root Zone Profiles within SMEX02 Remote Sensing Footprints," Advances in Water Resources , 30(4):883-896.
   Google Scholar
• Cosh, M. H, Jackson, T. J, Bindlish, R., Famiglietti, J., and D. Ryu, 2005, "Calibration of an Impedance Probe for Estimation of Surface Soil Water Content over Large Regions," Journal of Hydrology , 311(1-4):49-58.
   Google Scholar
• Cosh, M. H, Jackson, T. J., Bindlish, R., and J. H. Prueger, 2004, "Watershed-Scale Temporal and Spatial Stability of Soil Moisture and its Role in Validating Satellite Estimates," Remote Sensing of Environment , 92(4):427-435.
   Google Scholar
• Corcoran, P., and A. Winstanley, 2006, "Using Texture to Tackle the Problem of Scale in Land Cover Classification," in Proceedings of the 1st International Conference on Object Oriented Image Analysis (OBAI 2006) , Salzburg, Austria, July 4-5, 2006, p. 57.
   Google Scholar
• Gaskin, G. J. and J. D. Miller, 1996, "Measurement of Soil Water Content Using a Simplified Impedance Measuring Technique," Journal of Agriculture Research , 63:153-160.
   Google Scholar
• Giraldo, M. A. 2007, "Complex Landscape Analysis for Satellite and Field Estimations of Soil Moisture," Ph.D. dissertation, Department of Geography, University of Georgia, Athens, 160 p.
   Google Scholar
• Giraldo, M. A., Bosch, D. D., Madden, M., Usery, L., and C. Kvien, 2008, Landscape Complexity and Soil Moisture Variation in South Georgia US for Soil Moisture Analysis," Journal of Hydrology , 357(3-4):405-420 [doi:10.1016/j.jhydrol.2008.05.029].
   Google Scholar
• Hay, G. D., Dube, P., Bouchard, A., and D. J. Marceau, 2002, "A Scale-Space Primer for Exploring and Quantifying Complex Landscapes," Ecological Modeling , 153:27-49.
   Google Scholar
• Hack-ten Broeke, M. J. and J. H. Hegmans, 1996, "Use of Soil Physical Characteristics from Laboratory Measurements or Standard Series for Modeling Unsaturated Water Flow," Agricultural Water Management , 29:201-213.
   Google Scholar
• Heathman, G., Starks, P., Ahuja, L., and T. J. Jackson, 2003, "Assimilation of Surface Soil Moisture to Estimate Profile Soil Water Content," Journal of Hydrology , 279(1-4):1-17.
   Google Scholar
• Ibanez, J., Caniego, J., San Jose, F., and C. Carrera, 2005, "Pedodiversity-Area Relationships for Islands," Ecological Modelling , 182:257-269.
   Google Scholar
• Jensen, J. R., 2007, Remote Sensing of the Environment: An Earth Resource Perspective , 2nd ed., Upper Saddle River, NJ: Prentice Hall, 592 pp.
   Google Scholar
• Jensen, J. R., 2005. Digital Image Processing: a Remote Sensing Perspective , 3rd ed., Upper Saddle River, NJ: Prentice Hall.
   Google Scholar
• King, R., 2002, "Land Cover Mapping Principles: A Return to Interpretation Fundamentals," International Journal of Remote Sensing , 23(18): 3525-3545.
   Google Scholar
• Kustas, W. P., and J. M. Norman, 2000, "Evaluating the Effects of Subpixel Heterogeneity on Pixel Average Fluxes," Remote Sensing of Environment , 74:327-342.
   Google Scholar
• Kustas, W. P, Norman, J. M., Anderson, M. C., and A. French, 2003, "Estimating Subpixel Surface Temperatures and Energy Fluxes from the Vegetation Index-radiometric Temperature Relationship," Remote Sensing of the Environment , 85:429-440.
   Google Scholar
• Li, X., He, H., Bu, R., Wen, Q., Chang, Y., Hu, Y., and Y. Li, 2005, "The Adequacy of Different Landscape Metrics for Various Landscape Patterns," Pattern Recognition , 38:2626-2638.
   Google Scholar
• Lin, H., Wheeler, D., Bell, J., and L. Wilding, 2005, "Assessment of Soil Spatial Variability at Multiple Scales," Ecological Modelling , 182:271-290.
   Google Scholar
• McGarigal, K., Cushman, S. A., Neel, M. C., and E. Ene, 2002, FRAGSTATS: Spatial Pattern Analysis Program for Categorical Maps , Amherst, MA: University of Massachusetts, Amherst [www.umass.edu/landeco/research/fragstats/fragstats.html]. http://www.umass.edu/landeco/research/fragstats/fragstats.html
   Google Scholar
• McCabe, M. F. and E. F. Wood, 2006, "Scale Influences on the Remote Estimation of Evapotranspiration Using Multiple Satellite Sensors," Remote Sensing of Environment , 105(4):271-285.
   Google Scholar
• Merlin, O., Chehbouni, A., Kerr, Y. H, and D. C. Goodrich, 2006, "A Downscaling Method for Distributing Surface Soil Moisture Within a Microwave Pixel: Application to the Monsoon '90 Data," Remote Sensing of Environment , 101(3):379-389.
   Google Scholar
• Mu, L., 2004, "Polygon Characterization with the Multiplicatively Weighted Voronoi Diagram," The Professional Geographer , 56(2):223-239.
   Google Scholar
• Mu, L. and X. Wang, 2006, "Population Landscape: A Geometric Approach to Study Spatial Patterns of the US Urban Hierarchy," The International Journal of Geographical Information Science , 20(6):649-667.
   Google Scholar
• Nagendra, H., Munroe, D., and J. Southworth, J., 2004, "From Pattern to Process: Landscape Fragmentation and the Analysis of Land Use/Land Cover Change," Agriculture, Ecosystems and the Environment , 101:111-115.
   Google Scholar
• Ozdarici, A., and M. Turker, 2006, "Comparison of Different Spatial Resolution Images for Polygon-Based Crop Mapping," in Proceedings of the 1st International Conference on Object Oriented Image Analysis (OBAI 2006) , Salzburg, Austria, July 4-5, 2006, p. 40.
   Google Scholar
• USDA-ARS-SWRL (United States Department of Agriculture), 2003, Soil Moisture Experiments in 2003 (SMEX03) Experiment Plan , Tifton, GA: U.S. Department of Agriculture, Agricultural Research Service, South East Water Research Laboratory, June 2003, 185 pp. [ http://hydrolab.arsusda.gov/smex03/SMEX03v5.pdf
   Google Scholar
• Vicente-Serrano, S., Fernandez, P., and J. Cuadrat-Prats, 2004, "Mapping Soil Moisture in the Centro Ebro River Valley with Landsat and NOAA Satellite Imagery: A Comparison with Meteorological Data," International Journal of Remote Sensing , 25(20):4325-4350.
   Google Scholar
• Western, A. and G. Bloschl, 1999, "On the Spatial Scaling of Soil Moisture," Journal of Hydrology , 217:203-224.
   Google Scholar