A neural network for setting target corn yields

Transactions of the American Society of Agricultural Engineers

Volumn 44, Issue 3, 2001, Pages 705-713

  Liu, J ^a   Goering, C E ^a   Tian, L ^a  

^a UNIVERSITY OF ILLINOIS AT URBANA CHAMPAIGN   (United States)

Author keywords

Data mining; Genetic algorithm; Neural network; Yield prediction

Indexed keywords

AGRICULTURAL ENGINEERING; BACKPROPAGATION; ERROR ANALYSIS; GENETIC ALGORITHMS; LEARNING SYSTEMS;

AUTOMATIC LEARNING TOOLS;

FEEDFORWARD NEURAL NETWORKS;

ARTIFICIAL NEURAL NETWORK; CROP YIELD; GENETIC ALGORITHM;

AGRICULTURE;

EID: 0035187124     PISSN: 00012351     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (17)

1. A fuzzy logic yield simulator for prescription farming
2. Long-term trends of corn yield and soil organic matter in different crop sequences and soil fertility treatments on the Morrow Plots
3. Hydraulic system parameter identification using genetic algorithms
4. Analysis and correlation methods for spatial data
5. Effects of data preprocessing on the performance of artificial neural networks for dairy yield prediction and cow culling classification
6. Analysis of water stress effects causing spatial yield variability in soybeans
7. Model-based technique to determine variable rate nitrogen for corn