DocumentCode
1748843
Title
Neural network-based software for fertilizer optimization in precision farming
Author
Pokrajac, Dragoljub ; Obradovic, Zoran
Author_Institution
Center for Inf. Sci. & Technol., Temple Univ., Philadelphia, PA, USA
Volume
3
fYear
2001
fDate
2001
Firstpage
2110
Abstract
A novel technique for providing fertilizer recommendation in precision agriculture is proposed. The method is based on the maximization of the profit function approximated using a decision support system based on artificial neural networks. The software implementation of the proposed approach is described and its use is illustrated on simulated realistic data. Experimental results suggest that the proposed technique is applicable for site-specific crop management
Keywords
agriculture; decision support systems; neural nets; optimisation; agriculture; crop management; decision support system; fertilizer; neural networks; optimization; precision farming; Agriculture; Cost function; Crops; Environmental management; Fertilizers; Intelligent networks; Knowledge management; Neural networks; Nitrogen; Sampling methods;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 2001. Proceedings. IJCNN '01. International Joint Conference on
Conference_Location
Washington, DC
ISSN
1098-7576
Print_ISBN
0-7803-7044-9
Type
conf
DOI
10.1109/IJCNN.2001.938492
Filename
938492
Link To Document