Abstract
Site-specific recording of yields, also known as geo-referenced yield detection or yield monitoring, contributes to site-specific precision farming concepts by delivering fundamental information about the diversity of the yield potential. It is feeding back the effects of site-specific management on yields and allows to calculate the exports of nutrients.
In the early 1990th it started with combine harvesters and continuously working systems for recording yields in combination with the position of the machine. It followed site-specific yield measurement systems for forage harvesters, cotton pickers or strippers, potato and sugar beet harvesters, peanut and grape harvesters as well as sugar cane harvesters. Attempts were made to determine site-specific yield of manually harvested cultures like oranges, apples or coffee. Testing procedures to determine the accuracy of material flow sensors and yield measurement systems in the laboratory and in the field have been standardized.
Systems for site-specific recording of yields in combine-harvesters, forage choppers and cotton pickers are available at the market. The adoption in professional farming is concentrating on combinable crops. Efforts are needed to make systems available for all important crops, to integrate the sensing of essential crop ingredients and to standardize data formats as well as algorithms for data filtering and data analysis.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
ASABE (2007 and 2012) American Society of Agricultural and Biological Engineers. Standards, S 578 and S 579. http://elibrary.asabe.org/standards.asp
Auernhammer H, Rottmeier J (1990) Weight determination in transport vehicles – exemplary shown on selfloading trailers. In: Technical Papers and Posters Abstracts of AgEng’90, 24–26 October 1990, Berlin, pp 100–101
Auernhammer H, Demmel M, Muhr T, Rottmeier J, Wild K (1993) Yield measurement on combine harvesters. Paper No. 931506, ASAE, St. Joseph, MI
Auernhammer H, Demmel M, Pirro PJM (1995) Yield measurement on self propelled forage harvesters. Paper No. 951757, ASAE, St. Joseph, MI
Auernhammer H, Demmel M, Pirro PJM (1997) Throughput and yield sensing in self-propelled forage harvesters (in German) VDI Bericht 1356:135–138
Bae YH, Borgelt SC, Searcy SW, Schueller JK, Stout BA (1989) Mapping of spatially variable yield during grain combining. Trans ASAE 32(3):826–829
Barnet NG, Shinners KJ (1998) Analysis of systems to measure mass-flow-rate and moisture on forage harvesters. Paper No. 981118, ASAE, St. Joseph, MI
Beck AD, Searcy SW, Roades JP (2001) Yield data filtering techniques for improved map accuracy. Appl Eng Agric 17(4):423–431
Behme JA, Schinstock JL, Bashford LL, Leviticus LI (1997) Site specific yield for forages. Paper No. 971054, ASAE, St. Joseph, MI
Benjamin CE, Price RR, Mailander MP (2001) Sugar cane monitoring system. Paper No. 011189, ASAE, St. Joseph, MI
Blackmore S, Marshall C (1996) Yield mapping; errors and algorithms. In: Robert PC, Rust AH, Larson WE (eds) Proceedings of the 3rd international conference on precision agriculture, 23–26 June 1996, Minneapolis. ASA; CSSA; SSSA. Madison, pp 403–415
Broos B, Missotten B, Reybrouck W, De Baerdemaker J (1998) Mapping and interpretation of sugar beet yield differences. In: Robert PC, Rust RH, Larson WE (eds) Proceedings of the 4th international conference on precision agriculture. ASA, Madison
Campbell RH, Rawlins SL, Han S (1994) Monitoring methods for potato yield mapping. Paper No. 943184, ASAE, St. Joseph, MI
Cerri GP, Magalhaes PG (2005) Sugarcane yield monitor. Paper No. 051154, ASAE, St. Joseph, MI
Cox GJ, Harris HD, Cox DR (1998) Application of precision agriculture to sugar cane. In: Robert PC, Rust RH, Larson WE (eds) Proceedings of the Fourth International Conference on Precision Agriculture. ASA; CSSA; SSSA, St. Paul, MN
Demmel M (2001) Yield recording in combines – yield determination for site-specific yield sensing (in German). DLG Merkblatt 303. Hrsg: Deutsche Landwirtschafts-Gesellschaft, Fachbereich Landtechnik, Ausschuss für Arbeitswirtschaft und Prozesstechnik, Deutsche Landwirtschafts-Gesellschaft, 20 p
Demmel M, Auernhammer H (1998) Local yield recording with potatoes and sugar beets (in German) VDI-Berichte 1449:263–268
Demmel M, Auernhammer H (1999) Local yield measurement in a potato harvester and overall yield pattern in a cereal – potato crop rotation. Paper No. 991149, ASAE, St. Joseph, MI
Demmel M, Auernhammer H, Rottmeier J (1998) Georeferenced data collection and yield measurement on a self propelled six row sugar beet harvester. Paper No. 983103, ASAE, St. Joseph, MI
Demmel M, Schwenke T, Böck J, Heuwinkel H, Locher F, Rottmeier J (2002) Development and field test of a yield measurement system in a mower conditioner. EurAgEng Paper Number 02-PA-032, AgEng Budapest
Durrance JS, Perry CD, Vellidis G, Thomas DL, Kvien CK (1998) Evaluation of commercially available cotton yield monitors in Georgia field conditions. Paper No. 983106, ASAE, St. Joseph, MI
Ehlert D (1999) Throughput measurements for yield mapping in forage harvesters. Agric Eng Res 5(1):1–7
Ehlert D (2002) Advanced throughput measurement in forage harvesters. Biosyst Eng 83(1):47–53
Glancey JL, Kee WE, Lynch M (1997) A preliminary evaluation of yield monitoring techniques for mechanically harvested processed vegetables. Paper No. 971060, ASAE, ST. Joseph, MI
Godwin RJ, Wheeler PN (1997) Yield mapping by mass accumulation. Paper No. 971061, ASAE, St. Joseph, MI
Hall TL, Backer LL, Hofmann VL, Smith LJ (1997) Monitoring sugar beet yield on a harvester. Paper No. 973139, ASAE, St. Joseph, MI
Hennes D, Baert J, De Baerdemaeker J, Ramon H (2002) Yield mapping of sugar beets with a momentum type flow rate sensor. In: Proceedings of the conference agricultural engineering, Halle 2002. VDI, Düsseldorf, pp 247–252
Khalilian A, Wolak FJ, Dodd RB, Han YJ (1999) Improved sensor mounting technology for cotton yield monitors. Paper No. 991052, ASAE, St. Joseph, MI
Kormann G, Auernhammer H (2001) Continuous determination of ingredients in self-propelled forage harvesters (in German) VDI-Berichte 1636:279–284
Kormann G, Demmel M, Auernhammer H (1998) Testing stand for yield measurement systems in combine harvesters. International AgEng Conference 98, Oslo, Paper No. 98-A-054
Kromer KH, Degen P (1998) Volume and scale based measuring machine capacity and yield and soil tare of sugar beet. Paper No. 983107, ASAE, St. Joseph, MI
Kumhala F, Kroulik M, Hermanek P, Prosek V (2001) Yield mapping of forage harvested by mowing machines. VDI Berichte 1636, Düsseldorf:267–272
Kumhala F, Kroulik M, Prosek V (2007) Development and evaluation of forage yield measure sensors in a moving-conditioning machine. Comput Electron Agric 58(2):154–163
Mailander M, Benjamin C, Price R, Hall S (2010) Sugar cane yield monitoring system. Appl Eng Agric 25(6):965–969
Missotten B (1998) Measurement systems for the mapping and evaluation of crop production performance. Doctoral dissertation, Katholieke Universiteit Leuven, Faculteit Landbouwkundige en Toegepaste Biologische Wetenschappen
Missotten B, Broos B, Strubbe G, De Baerdemaeker J (1997) A yield sensor for forage harvesters. In: Stafford JV (ed) Precision agriculture ’97. Bios Scientific Publishers, Oxford, pp 529–536
Molin JP, Menegatti LAA (2004) Field-testing of a sugar can yield monitor in Brazil. Paper No. 041099, ASAE, St. Joseph, MI
Noack PO, 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: Grenier G, Blackmore S (eds) Proceedings of the third European conference on precision agriculture. Agro Montpellier 2001, vol 2, pp 833–837
Noack PO, Muhr T, Demmel M (2003) Relative accuracy of different yield mapping systems installed on a single combine harvester. In: Stafford J, Werner A (eds) Precision agriculture – Proceedings of the European conference on precision agriculture 2003. Wageningen Academic Publishers, Wageningen, pp 451–457
Pelletier MG, Upadhyaya SK (1998) Development of a tomato yield monitor. In: Robert PC et al (eds) Proceedings of 4th international conference on precision agriculture. American Society of Agronomy, Madison, pp 1119–1129
Perez-Munoz F, Colvin TS (1994) Continuous grain yield monitoring. Paper No. 941053, ASAE, St. Joseph, MI
Perry CD, Durrence JS, Vellidis G, Thomas DL, Hill RW, Kvien CS (1998) Experiences with a prototype peanut yield monitor. Paper No. 983095, ASAE, St. Joseph, MI
Porter WM, Taylor RK, Godsey CB (2012) Application of an Ag Leader cotton yield monitor for measuring peanut yield. Paper No. 12–1338357, ASABE, St. Joseph, MI
Price RR, Larsen J, Peters A (2007) Development of an optical yield monitor for sugar cane harvesting. Paper No. 071049, ASAE, St. Joseph, MI
Price RR, Johnson RM, Viator RP, Larsen J, Peters A (2011) Fiber optic yield monitor for a sugar cane harvester. Trans ASABE 54(1):31–39
Rands M (1995) The development of an expert filter to improve the quality of yield data. Unpublished Masters thesis. Department of Agricultural and Environmental Engineering, Silsoe College, UK
Rawlins SL, Campbell GS, Campbell RH, Hess JR (1995) Yield mapping of potatoes. In: Robert PC, Rust RH, Larson WE (eds) Proceedings of the second international conference site-specific management for agricultural systems, ASA, Madison, WI, pp 59–69
Reyns P (2002) Continuous measurement of grain and forage quality during harvest. Dissertation, Katholieke Universiteit Leuven, Belgium, Faculteit Landbouwkundige en Toegepaste Biologische Wetenschappen
Rosa UA, Rosenstock TS, Choi H, Pursell D, Gliever CJ, Brown PH, Upadhyaya SK (2011) Design and evaluation of a yield monitoring system for pistachios. Trans ASABE 54(5):1555–1567
Sanaei A, Yule IJ (1996) Yield measurement reliability on combine harvesters. Paper No. 961020, ASAE, St. Joseph, MI
Sauter GJ, Kirchmeier H, Neuhauser H (2001) Yield recording in a cubic big baler (in German) Landtechnik 56(1):24–25
Schmidhalter U, Maidl FX, Heuwinkel H, Demmel M, Auernhammer H, Noack PO, Rothmund M (2005) Precision farming – adaptation of land use management to small scale heterogeneity. In: Schröder P, Pfadenhauer J, Munch JC (eds) Perspectives for agroecosystem management. Elsevier, Amsterdam, pp 121–186
Searcy SW, Motz DS, Inayattullah A (1997) Evaluation of a cotton yield mapping system. Paper No. 971058, ASAE, St. Joseph, MI
Shinners KJ, Huenink BM, Behringer CB (2003) Precision agriculture as applied to North American hay and forage production. In: Electronic proceedings of the international conference on crop harvesting and processing, ASAE, St. Joseph, MI
Steinmayr T (2002) Error analysis and error correction with site-specific yield sensing in combines for the development of a standardized algorithm for yield recording (in German). Doctoral dissertation, TU München, p 227. http://mediatum.ub.tum.de
Strubbe GJ (1997) Mechanics of friction compensation in mass flow measurement of bulk solids. Dissertation, Katholieke Universiteit Leuven, Belgium, Faculteit Landbouwkundige en Toegepaste Biologische Wetenschappen
Strubbe GJ, Missotten B, De Baerdemaker J (1996) Mass flow measurement with a curved plate at the exit of an elevator. In: Robert PC, Rust RH, Larson WE (eds) Proceedings of the third international conference on precision agriculture, Madison, WI, pp 703–712
Sudduth KA, Drummond ST, Myers DB (2012) Yield editor 2.0: software for automated removal of yield map errors. Paper No. 12–1338243, ASABE, St. Joseph, MI
Sui R, Thomasson JA, Mehrle R, Dale M, Perry C, Rains G (2004) Mississippi cotton yield monitor: beta test for commercialization. Comput Electron Agric 42:149–160
Taylor RK, Kastens DL, Kastens TL (2000) Creating yield maps from yield monitor data using multi-purpose grid mapping (MPGM). In: Robert PC (ed) Proceedings of the fifth international conference on precision agriculture and other precision resources management, 16–20 July 2000, Bloomington/Minneapolis
Taylor R, Fulton J, Mullenix D, Darr M, McNaull R, Haag L, Stauggenborg S (2011) Using yield monitors to assess on-farm test plots. Paper No. 1110690, ASABE, St. Joseph, MI
Thomasson JA, Sui R (2004) Optical peanut yield monitor. Development and testing. Paper No. 041095, ASABE, St. Joseph, MI
Thylen L, Algerbo PA, Giebel A (2000) An expert filter removing erroneous yield data. In: Robert PC (ed) Proceedings of the fifth international conference on precision agriculture and other precision resources management, 16–20 July 2000, Bloomington/Minneapolis
Tisseyre B, Mazzoni C, Ardoin N, Clipet C (2001) Yield and harvest quality measurement in precision viticulture – application for selective vintage. In: Grenier G, Blackmore S (eds) Third European conference on precision agriculture, Montpellier, France, pp 133–138
Vansichen R, Baerdemaeker D (1993) A measurement technique for yield mapping of corn silage. J Agric Eng Res 55(1):1–10
Vellidis G, Perry CD, Durrence JS, Thomas DL, Hill RW, Kevin CK, Hamrita TK, Rains G (2001) The peanut yield monitoring system. Trans ASAE 44(4):775–785
Vellidis G, Perry CD, Rains GC, Thomas DL, Wells N, Kvien CK (2003) Simultaneous assessment of cotton yield monitors. Appl Eng Agric 19(3):259–272
Walter JD, Hofmann VL, Backer LF (1996) Site-specific sugar beet yield monitoring. In: Robert PC, Rust RH, Larson WE (eds) Proceedings of the third international conference on precision agriculture, Madison, WI
Welle R, Greten W, Rietmann B, Alley S, Sinnaeve G, Dardenne P (2003) Near-infrared spectroscopy on chopper to measure maize forage quality parameters online. Crop Sci 43:1407–1413
Wild K, Ruhland S, Haedicke S (2004) A conveyor belt based system for local yield measurement in a mower conditioner. In: Proceedings of AgEng ’04, Leuven, Belgium
Wilkerson JB, Kirby JS, Hart WE, Womac AR (1994) Real-time cotton flow sensor. Paper No. 941054, ASAE, St. Joseph, MI
Wilkerson JB, Moody FH, Hart WE, Funk PA (2001) Design and evaluation of a cotton flow rate sensor. Trans ASABE 44(5):1415–1420
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2013 Springer Science+Business Media Dordrecht
About this chapter
Cite this chapter
Demmel, M. (2013). Site-Specific Recording of Yields. In: Heege, H. (eds) Precision in Crop Farming. Springer, Dordrecht. https://doi.org/10.1007/978-94-007-6760-7_12
Download citation
DOI: https://doi.org/10.1007/978-94-007-6760-7_12
Published:
Publisher Name: Springer, Dordrecht
Print ISBN: 978-94-007-6759-1
Online ISBN: 978-94-007-6760-7
eBook Packages: Biomedical and Life SciencesBiomedical and Life Sciences (R0)