A REVIEW AND EVALUATION OF WEATHER-CROP YIELD MODELS
The purpose of this paper is the relatively limited one of reviewing the literature for models which develop specific relationships between climatic variables and crop yields.
Geigel, Joanne M., Sundquist, W. Burt
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Prediction of Crop Yield Using LS-SVM
Agriculture sector is the backbone of Indian economy. Yield prediction of crop is very important problem in agriculture field. Predicting the yield is very popular among farmer nowadays, which especially contributes to the correct choice of crop for ...
, Dr. Kamaljit Kaur, Rupinder Kaur
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Estimating Bermudagrass Aboveground Biomass Using Stereovision and Vegetation Coverage
Accurate information about the amount of standing biomass is important in pasture management for monitoring forage growth patterns, minimizing the risk of overgrazing, and ensuring the necessary feed requirements of livestock.
Jasanmol Singh +4 more
doaj +1 more source
USING SATELLITE IMAGERY IN KANSAS CROP YIELD AND NET FARM INCOME FORECASTS
Remotely sensed data have been used in the past to predict crop yields. This research attempts to incorporate remotely sensed data into a net farm income projection model.
Nivens, Heather D. +2 more
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Winter Wheat Yield Prediction Based on the ASTGNN Model Coupled with Multi-Source Data
Timely and accurate prediction of winter wheat yields, which is crucial for optimizing production management, maintaining supply–demand balance, and ensuring food security, depends on interactions among numerous factors, such as climate, surface ...
Zhicheng Ye +7 more
doaj +1 more source
Evaluation of Three Feature Dimension Reduction Techniques for Machine Learning-Based Crop Yield Prediction Models. [PDF]
Pham HT, Awange J, Kuhn M.
europepmc +1 more source
ESTIMATING CORN YIELD RESPONSE MODELS TO PREDICT IMPACTS OF CLIMATE CHANGE
Projections of the impacts of climate change on agriculture require flexible and accurate yield response models. Typically, estimated yield response models have used fixed calendar intervals to measure weather variables and omitted observations on solar ...
Dixon, Bruce L. +3 more
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Choosing multiple linear regressions for weather-based crop yield prediction with ABSOLUT v1.2 applied to the districts of Germany. [PDF]
Conradt T.
europepmc +1 more source
Enhancing Crop Yield Prediction Utilizing Machine Learning on Satellite-Based Vegetation Health Indices. [PDF]
Pham HT +4 more
europepmc +1 more source
The efficiency of selection in the early generations of a potato breeding programme
The efficiency of selection in the early generations of a potato breeding programme is examined. A number of unselected potato (Solanum tuberosum L) clones were grown in a glasshouse, from true botanical seed, and thereafter in the field at two ...
Brown, Jack
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