COMPARISON OF SENSORS AND TECHNIQUES FOR CROP YIELD MAPPING

Citation
Sj. Birrell et al., COMPARISON OF SENSORS AND TECHNIQUES FOR CROP YIELD MAPPING, Computers and electronics in agriculture, 14(2-3), 1996, pp. 215-233
Citations number
10
Categorie Soggetti
Computer Application, Chemistry & Engineering","Computer Science Interdisciplinary Applications",Agriculture
ISSN journal
01681699
Volume
14
Issue
2-3
Year of publication
1996
Pages
215 - 233
Database
ISI
SICI code
0168-1699(1996)14:2-3<215:COSATF>2.0.ZU;2-U
Abstract
The implementation of site-specific crop management is dependent on th e variations in yield and yield potential within a field. Crop yield m aps are important for both the implementation and evaluation of site-s pecific crop management strategies. Management decisions and evaluatio ns based on yield maps must take into consideration the accuracy and r esolution 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 invest igated. Both simple time delay models and first order models could be used to model the grain flow. In general, a simple time delay model wi th minimal smoothing provided the best yield maps. Yield maps develope d 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 f or developing the maps and the degree of smoothing.