Comparison of sensors and techniques for crop yield mapping

被引:80
作者
Birrell, SJ [1 ]
Sudduth, KA [1 ]
Borgelt, SC [1 ]
机构
[1] UNIV MISSOURI,USDA ARS,COLUMBIA,MO 65211
关键词
yield monitor; mapping; kriging; precision agriculture;
D O I
10.1016/0168-1699(95)00049-6
中图分类号
S [农业科学];
学科分类号
09 ;
摘要
The implementation of site-specific crop management is dependent on the variations in yield and yield potential within a field. Crop yield maps are important for both the implementation and evaluation of site-specific crop management strategies. Management decisions and evaluations based on yield maps must take into consideration the accuracy and resolution of the maps. An impact-based yield monitor and a volumetric yield monitor were compared. The effect of different dynamic models of combine grain flow on the calculated instantaneous yields were investigated. Both simple time delay models and first order models could be used to model the grain flow. In general, a simple time delay model with minimal smoothing provided the best yield maps. Yield maps developed using different methods of Kriging and other mapping techniques were compared. The maps showed the same general trends. However, localized yield features were represented differently due to the methods used for developing the maps and the degree of smoothing.
引用
收藏
页码:215 / 233
页数:19
相关论文
共 10 条
[1]  
Auernhammer H, 1993, 931506 ASAE
[2]  
Birrell S. J., 1993, MC93104 ASAE
[3]  
COLVIN TS, 1991, P ASAE S AUT AGR 21, P336
[4]  
Franklin G. F., 1980, Digital Control of Dynamic Systems, V1st
[5]  
HARRISON JD, 1992, 923615 ASAE
[6]  
SCHNUG E, 1992, P WORKSH RES DEV ISS, P87
[7]  
SEARCY SW, 1989, T ASAE, V32, P826, DOI 10.13031/2013.31077
[8]  
Stafford J. V., 1991, Automated agriculture for the 21st century. Proceedings of a conference held in Chicago, Illinois, USA, 16-17 December 1991., P356
[9]  
VANSICHEN R, 1991, P ASAE S AUT AGR 21, P346
[10]  
Webster R., 1985, Advances in Soil Science, V3, P1