An algorithm for automatic detection and elimination of defective yield data

Precision Agriculture

Volumn , Issue , 2024, Pages 445-450

  Noack, P O ^a   Muhr, T ^a   Demmel, M ^b  

^a geo konzept GmbH   (Germany)

^b TECHNICAL UNIVERSITY OF MUNICH   (Germany)

Author keywords

error detection; filtering; yield mapping

Indexed keywords

EID: 85133300572     PISSN: None     EISSN: None     Source Type: Book    
DOI: None     Document Type: Chapter

References (11)

1. Al-Mahasneh, M.A., Colvin, T.S. 2000. Verification of Yield Monitor Performance for On-the-go Measurement of Yield with an In-board Electronic Scale. Transactions of the ASAE 43(4) 801-807.
2. Auernhammer, H., Muhr, K., Rottmeier, J., Wild, K. 1993. Yield measurements on combine harvesters. ASAE Paper No. 931506. ASAE, St. Joseph, MI, USA.
3. Beck, A.D., Searcy, S.W., Roades, J.P. 2001. Yield data filtering techniques for improved map accuracy. Applied Engineering in Agriculture 17(4) 423-431
4. Blackmore, S., Marshall, C. 1996. Yield Mapping; Errors and Algorithms. In: Robert, P.C., Rust, A.H., Larson, W.E. (eds). Proceedings of the 3rd International Conference on Precision Agriculture, ASA/CSSA/SSSA. Madison, WI, USA. 403-415.
5. Isensee, E., Krippahl, S. 2001. Online-Vergleich von Ertragsmesssystemen im Mähdrescher (Online comparison of yield measurement systems). Landtechnik, KTBL (ed), 4, 274-275.
6. Noack, P.O., Muhr, T., Demmel, M. 2001. Long term studies on determination and elimination of errors occurring during the process of georeferenced yield data collection on combine harvesters. In: Proceedings of the 3rd European Conference on Precision Agriculture. Grenier, G., Blackmore, S. (eds). agro Montpellier, 2, 833-837.
7. Noack, P.O., Muhr, T., Demmel, M. 2003. Relative accuracy of different yield mapping systems installed on a single combine harvester. In: Proceedings of the 4th European Conference on Precision Agriculture, ed. J V Stafford, Wageningen Academic Publishers, The Netherlands.
8. PAMI. 1999. A Comparison of Three Popular Yield Monitors & GPS Receivers, PAMI Research Update 745, Prairie Agricultural Machinery Institute, P.O. Box 1900, Humboldt, Saskatchewan, Canada SOK 2AO.
9. Rands, M. 1995. The Development of an Expert Filter to improve the Quality of Yield Data. Unpublished Masters thesis. Silsoe College, Department of Agricultural and Environmental Engineering, Cranfield University, UK.
10. Taylor, R.K., Kastens, D.L., Kastens, T.L. 2000. Creating yield maps from yield monitor data using multipurpose grid mapping (MPGM). In: Proceedings of the 5th International Conference on Precision Agriculture and Other Precision Resources Management. Robert, P.C., R.H. Rust, W.E. Larson (eds.). ASA/CSSA/SSSA, Madison, Wisconsin, USA-CDROM.
11. Thylen, L., Algerbo, P.A., Giebel, A. 2000. An expert filter removing erroneous yield data. In: Proceedings of the 5th International Conference on Precision Agriculture and Other Precision Resources Management. Robert, P.C., R.H. Rust, W.E. Larson (eds.). ASA/CSSA/SSSA, Madison, Wisconsin, USA-CDROM.