Determining yield monitoring system delay time with geostatistical and data segmentation approaches

Transactions of the American Society of Agricultural Engineers

Volumn 45, Issue 4, 2002, Pages 915-926

  Chung, Sun Ok ^a   Sudduth, Kenneth A ^a,b   Drummond, Scott T ^b  

^a UNIVERSITY OF MISSOURI   (United States)

^b U S DEPARTMENT OF AGRICULTURE   (United States)

Author keywords

Data segmentation; Delay time; Geostatistics; Precision agriculture; Yield map; Yield monitor

Indexed keywords

CROPS; ELECTRIC CONDUCTIVITY MEASUREMENT; GRAIN (AGRICULTURAL PRODUCT); HARVESTING; MOISTURE; MONITORING; PROCESSING; STATISTICAL METHODS;

SPATIAL LOCATIONS;

AGRICULTURAL ENGINEERING;

CROP YIELD; HARVESTING; MOISTURE;

EID: 0036665510     PISSN: 00012351     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (31)

1. Bakhsh, A., D. B. Jaynes, T. S. Colvin, and R. S. Kanwar. 2000. Spatio-temporal analysis of yield variability for a corn-soybean field in Iowa. Trans. ASAE 43(1): 31-38.
2. Beck, A. D., S. W. Searcy, and J. P. Roades. 2001. Yield data filtering techniques for improved map accuracy. Applied Eng. in Agric. 17(4): 423-431.
3. Birrell, S. J., K. A. Sudduth, and S. C. Borgelt. 1996. Comparison of sensors and techniques for crop yield mapping. Comput. Elect. Agric. 14: 215-233.
4. Blackmore, B. S., and C. J. Marshall. 1996. Yield mapping: Errors and algorithms. In Proc. 3rd Int'l. Conf. on Precision Agric., 403-415. P. C. Robert, R. H. Rust, and W. E. Larson, eds. Madison, Wisc.: ASA, CSSA, and SSSA.
5. Blackmore, B. S., and M. R. Moore. 1999. Remedial correction of yield map data. Precision Agric. 1: 53-66.
6. Borgelt, S. C., R. E. Wieda, and K. A. Sudduth. 1997. Geostatistical analysis of soil chemical properties from nested grids. Applied Eng. in Agric. 13(4): 477-483.
7. Chosa, T., K. Kobayashi, M. Omine, and K. Toriyama. 2000. Yield-mapping algorithm for a head-feeding rice combine. In Proc. 5th Int'l. Conf. on Precision Agric., CD-ROM. Madison, Wisc.: ASA, CSSA, and SSSA.
8. Chung, S. O., J. H. Sung, K. A. Sudduth, S. T. Drummond, and B. K. Hyun. 2000. Spatial variability of yield, chlorophyll content, and soil properties in a Korean rice paddy field. In Proc. 5th Int'l. Conf. on Precision Agric., CD-ROM. Madison, Wisc.: ASA, CSSA, and SSSA.
9. Colvin, T. S., and S. Arslan. 2000. A review of yield reconstruction and sources of errors in yield maps. In Proc. 5th Int'l. Conf. on Precision Agric., CD-ROM. Madison, Wisc.: ASA, CSSA, and SSSA.
10. Drummond, S. T., C. W. Fraisse, and K. A. Sudduth. 1999. Combine harvest area determination by vector processing of GPS position data. Trans. ASAE 42(5): 1221-1227.
11. Han, S., S. M. Schneider, S. L. Rawlins, and R. G. Evans. 1997. A bitmap method for determining effective combine cut width in yield mapping. Trans. ASAE 40(2): 485-490.
12. Hanan, S. 1990. Applications of Spatial Data Structures: Computer Graphics, Image Processing, and GIS. Boston, Mass.: Addison Wesley.
13. Journel, A. G., and C. J. Huijbregts. 1978. Mining Geostatistics. London, U.K.: Academic Press.
14. Lamb, J. A., J. L. Anderson, G. L. Malzer, J. A. Vetch, R. H. Dowdy, D. S. Onken, and K. I. Ault. 1995. Perils of monitoring grain yield on-the-go. In Site-Specific Management for Agricultural Systems, 87-90. P. C. Robert, R. H. Rust, and W. E. Larson, eds. Madison, Wisc.: ASA, CSSA, and SSSA.
15. Leitao, J. M., A. Sousa, and F. Ferreira. 1996. Ray-tracing for stereoscopic images. In Modeling and Graphics in Science and Technology, 244-257. J. C. Teixeira and J. Rix, eds. Berlin, Germany: Springer.
16. Missotten, B., G. Strubbe, and J. De Baerdemaeker. 1996. Accuracy of grain and straw yield mapping. In Proc. 3rd Int'l. Conf. on Precision Agric., 713-722. P. C. Robert, R. H. Rust, and W. E. Larson, eds. Madison, Wisc.: ASA, CSSA, and SSSA.
17. Moore, M. R. 1998. An investigation into the accuracy of yield maps and their subsequent use in crop management. PhD diss. Silsoe, U.K.: Cranfield University, Silsoe College.
18. Murphy, D. P., E. Schnug, and S. Haneklaus. 1995. Yield mapping: A guide to improved techniques and strategies. In Site-Specific Management for Agricultural Systems, 33-47. P. C. Robert, R. H. Rust, and W. E. Larson, eds. Madison, Wisc.: ASA, CSSA, and SSSA.
19. Nolan, S. C., G. W. Haverland, T. W. Goddard, M. Green, and D.C. Penney. 1996. Building a yield map from geo-referenced harvest measurements. In Proc. 3rd Int'l. Conf. on Precision Agric., 885-892. P. C. Robert, R. H. Rust, and W. E. Larson, eds. Madison, Wisc.: ASA, CSSA, and SSSA.
20. O'Neal, M. R., J. R. Frankenberger, S. D. Parsons, D. R. Ess, M. T. Crisler, and R. M. Strickland. 2000. Correcting yield monitor data for improved yield mapping. ASAE Paper No. 001088. St. Joseph, Mich.: ASAE.
21. Pierce, F. J., N. W. Anderson, T. S. Colvin, J. K. Schueller, D. S. Humburg, and N. B. McLaughlin. 1997. Yield mapping. In The State of Site-Specific Management for Agriculture, 211-245. F. J. Pierce and E. J. Sadler, eds. Madison, Wisc.: ASA, CSSA, and SSSA.
22. Rands, M. 1995. The development of an expert filter to improve the quality of yield mapping data. MS thesis. Silsoe, U.K.: Cranfield University, Silsoe College.
23. Reitz, P., and H. D. Kutzbach. 1996. Investigations on a particular yield mapping system for combine harvesters. Comput. Elect. Agric. 14: 137-150.
24. Searcy, S. W., J. K. Schueller, Y. H. Bae, S. C. Borgelt, and B. A. Stout. 1989. Mapping of spatially variable yield during grain combining. Trans. ASAE 32(3): 826-829.
25. Stafford, J. V., B. Ambler, R. M. Lark, and J. Catt. 1996. Mapping and interpreting the yield variation in cereal crops. Comput. Elect. Agric. 14: 101-119.
26. Stott, B. L., S. C. Borgelt, and K. A. Sudduth. 1993. Yield determination using an instrumented Claas combine. ASAE Paper No. 931507. St. Joseph, Mich.: ASAE.
27. Sudduth, K. A., S. T. Drummond, W. Wang, M. J. Krumpelman, and C. W. Fraisse. 1998. Ultrasonic and GPS measurement of combine swath width. ASAE Paper No. 983096. St. Joseph, Mich.: ASAE.
28. Sudduth, K. A., S. T. Drummond, and N. R. Kitchen. 2001. Accuracy issues in electromagnetic induction sensing of soil electrical conductivity for precision agriculture. Comput. Elect. Agric. 31: 239-264.
29. Vassilakopoulos, M., and Y. Manolopoulos. 1993. Analytical results on the quadtree storage-requirements. In Computer Analysis of Images and Patterns: 5th Int'l. Conf., CAIP '93, 41-48. D. Chetverikov and W. G. Kropatsch, eds. Budapest, Hungary.
30. Webster, R., and M. A. Oliver. 1990. Statistical Methods in Soil and Land Resource Survey. New York, N.Y.: Oxford University Press.
31. Whelan, B. M., and A. B. McBratney. 2002. A parametric transfer function for grain-flow within a combine conventional harvester. Precision Agric. 3(2): 123-134.