Accurate crop yield prediction is critical for global food security, economic planning, and insurance modeling. Traditional process-based (PB) models rely on biophysical equations and empirical data, ...

Note: This table indicated the favorable weather indicator for different growth stages of Potato. A2) Favorable Weather Condition responsible for Potato: LB Temperature 16˚C - 20˚C. Cold and humid ...

A new machine-learning model for predicting crop yield using environmental data and genetic information can be used to develop new, higher-performing crop varieties. Igor Fernandes, a statistics and ...

FAYETTEVILLE, Ark. — A new machine-learning model for predicting crop yield using environmental data and genetic information can be used to develop new, higher-performing crop varieties. Igor ...

In agriculture sector, machine learning has been widely used by researchers for crop yield prediction. However, it is quite difficult to identify the most critical features from a dataset. Feature ...

An early and reliable estimation of crop yield is essential in quantitative and financial evaluation at the field level for determining strategic plans in agricultural commodities for import-export ...

Soybean yield prediction models using genotype and other input data identified the importance of features from August-September, which coincides with crop reproduction (Shook et al., 2021). The ...