Technical Reports/References for 1998

1. 011098. Johannsen, C.J. "Tractors, Planes, and Satellites: Their Future in Precision Farming." Illinois Agricultural Pesticide Conference Proceedings pp 151-154, January 1998. Do not find a copy of this paper in the LARS archives or online. LARS Technical Report 011098.

    

2. 020198. Abbott, M.R., O.B. Brown, D.J. Jacob, C.J. Johannsen, C.O. Justice, V.V. Klemas, M.P. McCormick, B.D. Marcus, A.M. Mika, R.K. Moore, D.L. Peck, W. Scott, G.L. Stephens, K.D. Sullivan, F.T. Ulaby, S.L. Ustin, T.T. Wilheit, and E.F. Zalewski. The Role of Small Satellites in NASA and NOAA Earth Observation Programs. Committee on Earth Studies, Space Applications Board, National Research Council, 114 pp., February, 1998. LARS Technical Report 020198. DOI: 10.17226/9819.

    

3. 021098. Jimenez, L, and D.A. Landgrebe. Supervised Classification in High Dimensional Space: Geometrical, Statistical, and Asymptotical Properties of Multivariate Data. IEEE Transactions on System, Man, and Cybernetics, Volume 28 Part C Number 1, pp. 39-54, Feb. 1998. This paper derives some of the unique characteristics of high dimensional spaces as compared to conventional feature spaces and gives an approach for taking advantage of these characteristics in the analysis process. It then lays the groundwork for the Projection Pursuit option in the Feature Extraction Processor implemented in MultiSpec. LARS Technical Report 021098.

    

4. 030198. Johannsen, C.J., P.G. Carter and P. Willis. "Remote Sensing of Wheat in the Great Plains." Intensive Wheat Management Conference Proceedings, pp 25-29, Potash & Phosphate Institute, March, 1998. Do not find a copy of this paper in the LARS archives or online. LARS Technical Report 030198.

    

5. 030398. Johannsen, C.J. and P.G. Carter. "Remote Sensing: Applications and Expectations." Illinois Crop Protection Workshop, University of Illinois, Urbana-Champaign, IL. March 3, 1998. 5 pp. Do not find a copy of this paper in the LARS archives or online. LARS Technical Report 030398.

    

6. 040198. Tadjudin, S. and D.A. Landgrebe. Classification of High Dimensional Data with Limited Training Samples. PhD Thesis andSchool of Electrical and Computer Engineering Technical Report TR-ECE 98-8, April 1998 (123 pages). LARS Technical Report 040198.

    

7. 050198. Johannsen, C.J. "Technology to Maximize Agricultural Production." Poverty Related Core Data Needs for the Asia-Pacific Region, USRA Conference Proceedings, p 22 and 171-175, Kuala Lumpur, Malaysia, May, 1998. Do not find a copy of this paper in the LARS archives or online. LARS Technical Report 050198.

    

8. 050298. Johannsen, C.J. and P.G. Carter. "Future Satellite Systems: A Status Check." Poverty Related Core Data Needs for the Asia-Pacific Region, USRA Conference Proceedings, p 28-29 and 148-151, Kuala Lumpur, Malaysia, May, 1998. Do not find a copy of this paper in the LARS archives or online. LARS Technical Report 050298.

    

9. 051098. Hsieh, P. and D.A. Landgrebe. Classification Of High Dimensional Data. PhD Thesis and School of Electrical and Computer Engineering Technical Report TR-ECE 98-4, May 1998 (121 pages). LARS Technical Report 051098.

    

10. 060198. Baumgardner, M.F., C.J. Johannsen, B. Worstell, I. Bayramin and E. Dobos. "Critical Need: A 1:1 M World Soils and Terrain Digital Database for the 21st Century." First International Conference on Geospatial Information for Agriculture and Forestry, Vol. I: 538-543, Lake Buena Vista, FL, June 1-3, 1998. Do not find a copy of this paper in the LARS archives or online. LARS Technical Report 060198.

     

11. 060298. Cook, P. W., G.A. Hanuschak and C.J. Johannsen. "A Spatial Statistics Analysis of Yield Plot Data and Soils Information with Associated High Resolution Remote Sensing Data." First International Conference on Geospatial Information for Agriculture and Forestry, Vol. I: 243-244, Lake Buena Vista, FL, June 1-3, 1998. Do not find a copy of this paper in the LARS archives or online. LARS Technical Report 060298.

     

12. 060398. Johannsen, C.J., M.F. Baumgardner, P.R. Willis and P.G. Carter. "Advances in Remote Sensing Technologies and their Potential Impact on Agriculture." First International Conference on Geospatial Information for Agriculture and Forestry, Paper 2-1, Proceeding Vol. I: 6-11, June 1-3, 1998. Do not find a copy of this paper in the LARS archives or online. LARS Technical Report 060398.

     

13. 070198. Willis, P.R., P.G. Carter and C.J. Johannsen. Assessing Yield Parameters by Remote Sensing Techniques. MN Precision Ag Conference Proceedings, University of Minnesota, July, 1998. LARS Technical Report 070198. DOI: 10.2134/1999.precisionagproc4.c48b.

     

14. 070698. Tadjudin, S. and D.A. Landgrebe. Robust Parameter Estimation For Mixture Model. Presented at IEEE International Geoscience and Remote Sensing Symposium (IGARSS'98), Seattle, WA July 6-10, 1998. LARS Technical Report 070698. DOI: 10.1109/IGARSS.1998.699661.

     

15. 070798. Tadjudin, S and D.A. Landgrebe. Covariance Estimation For Limited Training Samples. Presented at IEEE International Geoscience and Remote Sensing Symposium (IGARSS'98), Seattle, WA July 6-10, 1998. LARS Technical Report 070798. DOI: 10.1109/IGARSS.1998.702320.

     

16. 070898. Hsieh, P. and D.A. Landgrebe. Linear Feature Extraction for Multiclass Problems. Presented at IEEE International Geoscience and Remote Sensing Symposium (IGARSS'98), Seattle, WA July 6-10, 1998. LARS Technical Report 070898. DOI: 10.1109/IGARSS.1998.703737.

     

17. 070998. Hsieh, P. and D.A. Landgrebe. Lowpass Filter For Increasing Class Separability. Presented at IEEE International Geoscience and Remote Sensing Symposium (IGARSS'98), Seattle, WA July 6-10, 1998. LARS Technical Report 070998. DOI: 10.1109/IGARSS.1998.702321.

     

18. 071598. Dharma, E. Research Report on Leave-One-Out Method for Quadratic Classifier Statistics for High Dimensional Data. Report submitted to Professor David A. Landgreb and Mr. Larry Biehl. LARS Technical Report 071598.

     

19. 071998. Hsieh, P. and D.A. Landgrebe. Statistics Enhancement In Hyperspectral Data Analysis Using Spectral-Spatial Labeling, The EM Algorithm, And The Leave-One-Out Covariance Estimator. SPIE International Symposium on Optical Science, Engineering, and Instrumentation, San Diego, CA, July 19-24, 1998. LARS Technical Report 071998. DOI: 10.1117/12.328101.

     

20. 080198. Abbott, M.R. O.B. Brown. E. Hansen, D.J. Jacob, C.J. Johannsen, V.V. Klemas, M.P. McCormick, P.E. Mack, B.D. Marcus, A.M. Mika, R.K. Moore, P.M.P. Norris, K.D. Sullivan, I.M. Whillans, T.T. Wilheit, D.T. Sandwell. Development and Application of Small Spaceborne Synthetic Aperture Radars. Committee on Earth Studies, Space Applications Board, National Research Council, 122 pp. LARS Technical Report 080198. DOI: 10.17226/9492.

     

21. 081598. Dobos, Endre. Quantitative Analysis and Evaluation of AVHRR and Terrain Data for Small Scale Soil Pattern Recognition. 237 pages. PhD Thesis. Have pdf, but need permission to make available online. LARS Technical Report 081598.

     

22. 123198. Jeon, B. and D.A. Landgrebe. Optimal Significance Testing for Partially Supervised Classification. Journal of Korean Institute of Communications and Information Sciences, Vol. 24, Issue 5B. LARS Technical Report 123198.