A Comparative Analysis of Phenological Curves for Major Crops in Kansas

References

• Allen, R., Hanuschak, G., and M. Craig, 2002, History of Remote Sensing for Crop Acreage in USDA's National Agricultural Statistics Service , Washington, DC: USDA/NASS [ http://www.usda.gov/nass/nassinfo/remohistory.htm
   Google Scholar
• Bronsveld, K., Chutirattanapan, S., Pattanakanok, B., Suwanwerakamtorn, R., and P. Trakooldit, 1994, "The Use of Local Knowledge in Land Use/land Cover Mapping from Satellite Images," ITC Journal , 4:349-358.
   Google Scholar
• Congalton, R. G., Balogh, M., Bell, C., Green, K., Milliken, J. A., and R. Ottman, 1998, "Mapping and Monitoring Agricultural Crops and Other Land Cover in the Lower Colorado River Basin," Photogrammetric Engineering and Remote Sensing , 64(11):1107-1113.
   Google Scholar
• Doraiswamy, P. C., Akhmedov, B., Stern, A., Hatfield, J. L., and J. Prueger, 2003, "MODIS Applications for Mapping Regional Crop Yields," In Proceedings of IEEE International Geoscience and Remote Sensing Symposium , July 21-25, Toulouse, France.
   Google Scholar
• Doraiswamy, P. C., Hatfield, J. L., Jackson, T. J., Akhmedov, B., Prueger, J., and A. Stern, 2004, "Crop condition and yield simulations using Landsat and MODIS," Remote Sensing of Environment , 92(4):548-559.
   Google Scholar
• Egbert, S. L., Lee, R. Y., Price, K. P., and R. Boyce, 1998, "Mapping Conservation Reserve Program (CRP) Grassland Using Multi-seasonal Thematic Mapper Imagery," Geocarto International , 13(4):17-24.
   Google Scholar
• Ehrlich, D., Estes, J., Scepan, J., and C. McGwire, 1994, "Crop Area Monitoring Using an Advanced Agricultural Information System," GeoCarto International , 9(4):31-42.
   Google Scholar
• FSA (USDA Farm Service Agency), 2001, "Common Land Unit," FSA Handbook, USDA-FSA Office homepage [ http://www.fsa.usda.gov/Internet/FSA_File/8-cm.pdf
   Google Scholar
• FSA (USDA Farm Service Agency), 2007, "Common Land Unit," Information Sheet, USDA-FSA Office homepage [ http://www.fsa.usda.gov/Internet/FSA_File/clu_2007_infosheet.doc
   Google Scholar
• Gabbott, W., G., 2003, "The National Agriculture Imagery Program," Indiana University website [ http://www.indiana.edu/~gisdata/documents/naip_faq_2003.pdf
   Google Scholar
• Guenther, B., Xiong, X., Salomonson, V. V., Barnes, W. L., and J. Young, 2002, "Onorbit Performance of the Earth Observing System Moderate Resolution Imaging Spectroradiometer; First Year of Data," Remote Sensing of Environment , 83:16-30.
   Google Scholar
• Huete, A., Didan, K., Miura, T., Rodriguez, E. P., Gao, X., and L. G. Ferreira, 2002, "Overview of the Radiometric and Biophysical Performance of the MODIS Vegetation Indices," Remote Sensing of Environment , 83:195-213.
   Google Scholar
• Huete, A., Justice, C., and W. van Leeuwen, 1999, "MODIS Vegetation Index (MOD 13) Algorithm Theoretical Basis Document, version 3.0," Greenbelt, MD: NASA Goddard Space Flight Center [http://modis.gsfc.nasa.gov/data/atbd/atbd_mod13.pdf], last accessed April 3, 2008). http://modis.gsfc.nasa.gov/data/atbd/atbd_mod13.pdf
   Google Scholar
• Hüni, A., Nieke, J., Schopfer, J., Kneubühler, M., and K. Itten, 2007, "Metadata for Spectral Data Collection," in Proceedings, 5th EARSeL Workshop on Imaging Spectroscopy , Bruges, Belgium, April 23-25, 2007 [ftp://ftp.geo.unizh.ch/pub/rsl2/papers/2007/EARSel-2007-Paper-Hueni-et al.pdf], last accessed October 31, 2007). http://ftp://ftp.geo.unizh.ch/pub/rsl2/papers/2007/EARSel-2007-Paper-Hueni-etal.pdf
   Google Scholar
• Khorram, S., Knight, J., Cakir, H., Mao, Z., Pala, O., and H. Yuan, 2001, Accuracy Assessment of the Region 5 Dataset of the MRLC Consortium's National Land Cover Data , Raleigh, NC: North Carolina State University, CEO Technical Report No. 218.
   Google Scholar
• Lillesand, T., Chipman, J., Nagel, D., Reese, H., Bobo, M., and Goldman, R., 1998, Upper Midwest Gap Analysis Program Image Processing Protocol. Onalaska, WI: Report prepared for the U. S. Geological Survey, Environmental Management Technical Center, June 1998, EMTC 98-G001.
   Google Scholar
• Lindsey, R. and D. Herring, 2002, "Moderate Resolution Imaging Spectroradiometer," Greenbelt MD, NASA Goddard Space Flight Center [http://eospso.gsfc.nasa.gov/ftp doc/MODIS.pdf], last accessed July 6, 2007. http://eospso.gsfc.nasa.gov/ftpdoc/MODIS.pdf
   Google Scholar
• Maxwell, S. and R. Hoffer, 1996, "Mapping Agricultural Crops with Multi-temporal Landsat Data," in Technical Papers , Falls Church, VA: American Society for Photogrammetry and Remote Sensing, 1996, 433-443.
   Google Scholar
• Maxwell, S. K., Nuckols, J. R., Ward, M. H., and R. M. Hoffer, 2004, "Automatic Approach to Mapping Corn from Landsat Imagery," Computers and Electronics in Agriculture , 43:43-54.
   Google Scholar
• McWilliams, D. A., Berglund, D. R., and G. J. Endres, 1999, "Corn Growth and Management Quick Guide," North Dakota State University and University of Minnesota [ http://www.ag.ndsu.edu/pubs/plantsci/rowcrops/a1173/a1173w.htm
   Google Scholar
• McWilliams, D. A., Berglund, D. R., and G. J. Endres, 2004, "Soybean Growth and Management Quick Guide," North Dakota State University and University of Minnesota [ http://www.ag.ndsu.edu/pubs/plantsci/rowcrops/a1174/a1174.pdf
   Google Scholar
• Muratova, N., Terekhov, A., and S. Mamykina, 2005, "Spring Wheat Quality Estimation in Northern Kazakhstan Using MODIS," in Proceedings of IGARSS 2005 Symposium , Seoul, South Korea, July 25-29.
   Google Scholar
• NASA (National Aeronautics and Space Administration), 2002, "NASA's Land Cover Land Use Change (LULCC) Program," NASA LULCC webpage [ http://lcluc.umd.edu/
   Google Scholar
• NASS (National Agricultural Statistics Service), 2005a, "Crop Weather," USDA NASS Kansas Agricultural Statistics Service homepage, Topeka, KS [ http://www.nass.usda.gov/
   Google Scholar
• NASS (National Agricultural Statistics Service), 2005b, "Weekly Weather and Crop Bulletin," USDA Economics, Statistics and Market Information System, Albert R. Mann Library, Cornell University homepage [ http://usda.manlib.cornell.edu/usda/nass/WWNatSumm//2005s/
   Google Scholar
• NASS (National Agricultural Statistics Service), 2006, "Kansas Farm Facts," USDA NASS Kansas Agricultural Statistics Service homepage, Topeka, KS [ http://www.nass.usda.gov/Statistics_by_State/Kansas/Publications/Annual_Statistical_Bulletin/2006/Pdf/ffdf.htm
   Google Scholar
• Neid, R. E. and J. E. Newman, 1990, National Corn Handbook: Growing Season Characteristics and Requirements in the Corn Belt , State of Indiana Purdue University and U. S. Department of Agriculture [http://www.ces.purdue.edu/extmedia/NCH/NCH-40.html], last accessed January 15, 2008. http://www.ces.purdue.edu/extmedia/NCH/NCH-40.html
   Google Scholar
• NRC (National Research Council), 2001, Grand Challenges in Environmental Sciences , Washington, DC: National Academy Press.
   Google Scholar
• Oetter, D., Cohen, W., Berterreche, M., Maiersperger, T., and R. Kennedy, 2001, "Land Cover Mapping in an Agricultural Setting Using Multiseasonal Thematic Mapper Data," Remote Sensing of Environment , 76(2):139-155.
   Google Scholar
• Paulsen, G. M., Shroyer, J. P., Kok, J., and C. R. Thompson, 1997, Wheat Production Guide , Manhattan, KS: Kansas State University, Publication C-529, 2-11.
   Google Scholar
• Reeves, M. C., Zhao, M., Idso, S. B., and S. W. Running, 2005, "Usefulness and Limits of MODIS GPP for Estimating Wheat Yield," International Journal of Remote Sensing , 26(7):1403-1421.
   Google Scholar
• Richards, J. A. and X. Jia, 1999, Remote Sensing Digital Image Analysis , 3rd ed., Berlin, Germany: Springer-Verlag.
   Google Scholar
• Rogers, D. H., 1997, Soybean Production Handbook , Manhattan, KS: Publication C-449, 15-19.
   Google Scholar
• Romesburg, H. C., 2004. Cluster Analysis for Researchers. Raleigh, NC: Lulu Press.
   Google Scholar
• Shroyer, J. P., St. Amand, P. C., and C. Thompson, 1998, Alfalfa Production Handbook , Manhanttan, KS: Kansas State University, Publication C-683, 3-12.
   Google Scholar
• Shroyer, J. P., Thompson, C., Brown, R., Ohlenbach, P. D., Fjell, D. L., Staggenborg, S., Duncan, S., and G. L. Kilgore, 1996, Kansas Crop Planting Guide , Manhattan, KS: Kansas State University, Publication L-818, 2.
   Google Scholar
• Turner, B. L., II, Skole, D., Sanderson, S., Fischer, G., Fresco, L., and R. Leemans, 1995, Land-Use and Land-Cover Change Science/Research Plan , Geneva, Switzerland: International Geosphere-Biosphere Programme (IGBP) Report No. 35 and Human Dimensions of Global Environmental Change Programme (HDP) Report No. 7.
   Google Scholar
• USDA (U. S. Department of Agriculture), 1997, "Usual Planting and Harvesting Dates for U. S. Field Crops," NASS Agricultural Handbook Number 628, USDA-Mann Library webpage, Cornell University, [ http://usda.mannlib.cornell.edu/reports/nassr/field/planting/uph97l.pdf
   Google Scholar
• Vanderlip, R. L., Rogers, D. H., and M. Alam, 1998, Grain Sorghum Production Guide , Manhattan, KS: Kansas State University, Publication C-687, 15-18.
   Google Scholar
• Van Leeuwen, W. J. D., Huete, A. R., and T. W. Laing, 1999, "MODIS Vegetation Index Compositing Approach: a Prototype with AVHRR data," Remote Sensing of Environment , 69(3):16-30.
   Google Scholar
• Van Niel, T. G, McVicar, T. R., and B. Datt, 2005. "On the Relationship Between Training Sample Size and Data Dimensionality: Monte Carlo Analysis of Broadband Multi-temporal Classification," Remote Sensing of Environment , 98(4):468-480.
   Google Scholar
• Wardlow, B. D. and S. L. Egbert, 2008, "Large-Area Crop Mapping Using Time-Series MODIS 250 m NDVI Data: An Assessment for the U. S. Central Great Plains," Remote Sensing of Environment , 112(3):1096-1116.
   Google Scholar
• Wardlow, B. D., Egbert, S. L., and J. H. Kastens, 2007, "Analysis of Time-Series MODIS 250 m Vegetation Index Data for Crop Classification in the U. S. Central Great Plains," Remote Sensing of Environment , 108(3):290-310.
   Google Scholar
• Wardlow, B. D., Kastens, J. H., and S. L. Egbert, 2006, "Using USDA Crop Progress Data for the Evaluation of Greenup Onset Date Calculated from MODIS 250-Meter Data," Photogrammetric Engineering and Remote Sensing , 72(11):1225-1234.
   Google Scholar
• Wickham, J. D., Stehman, S. V., Smith, J. M., Wade, T. G. and L. Yang, 2004, " A priori Evaluation of Two-Stage Cluster Sampling Accuracy Assessment of Large-area Land Cover Maps," International Journal of Remote Sensing , 25(6):1235-1252.
   Google Scholar
• Williams, K., 2004, "Imagery to Support USDA Agricultural Programs: The National Agricultural Imagery," Earth Observation Magazine , [ http://www.eomonline.com/Common/Archives/2004Dec/04_AgriculturalImagery.html
   Google Scholar
• Wolfe, R. E., Nishihama, M., Fleig, A. J., Kuyper, J. A., Roy, D. P., Storey, J. C. and F. S. Patt, 2002, "Achieving Sub-pixel Geolocation Accuracy in Support of MODIS Land Science," Remote Sensing of Environment , 83(1-2):31-49.
   Google Scholar
• Xavier, A. C., Rudorf, B. F. T., Shimabukuro, Y. E., Berk, L. M. S., and M. A. Moreira, 2006, "Multi-temporal Analysis of MODIS Data to Classify Sugarcane Crop," International Journal of Remote Sensing , 27(4):755-768.
   Google Scholar
• Xiao, X., Boles, S., Frolking, S., Li, C., Babu, J. Y., Salas, W., and B. More, III, 2006, "Mapping Paddy Rice Agriculture in South and Southeast Asia Using Multi-temporal MODIS Image," Remote Sensing of Environment , 100(1):95-113.
   Google Scholar
• Xu, W., Huang, J., Tiang, Y., Zhang, Y., and Y. Sun, 2005, "A Method of Estimating Crop Acreage in Large-scale by Unmixing of MODIS Data," in Proceedings of IGARSS 2005 Symposium , Seoul, South Korea, July 25-29.
   Google Scholar