Timely and accurate wheat yield forecasts using Unmanned Aircraft Vehicles (UAV) are crucial for crop management … analysed in scientific literature. We present a machine learning based wheat yield estimation model using comprehensive UAV …-performing algorithms for wheat yield estimation and prediction are RF and XGBoost models. In the final step, we utilised a SHapley Additive …

wheat policy, and wheat processing industrial policy on wheat yield and production using Vector Error Correction (VEC) and … applicability of both models. The models' results indicated that wheat policy had significant and positive effects on wheat yield … wheat production and productivity. Wheat yield and production were elastic due to policy interventions in the long run (i …

wheat policy, and wheat processing industrial policy on wheat yield and production using Vector Error Correction (VEC) and … applicability of both models. The models’ results indicated that wheat policy had significant and positive effects on wheat yield … wheat production and productivity. Wheat yield and production were elastic due to policy interventions in the long run (i …

as wheat yield and soil water content under current agronomic practices in the Fergana Valley. Crop yield and soil … approach. However, predicted wheat yield was high compared to the observed and reported yield. Overall, relationship between … the observed and predicted cotton and wheat yield for both sites combined produced R2 of 0.91 and 0.15, RMSE of 0.24 and 1 …

Wheat regression models that account for the effect of weather are developed to forecast wheat yield and quality …. Spatial lag effects are included. Wheat yield, protein, and test weight level are strongly influenced by weather variables … forecasting tests confirm the models’ usefulness in accounting for the variations in average wheat yield and qualities. …

to find out what are the statistical relationships between the wheat yield variability and the following factors: arable … other two: the average wheat yield and the wheat production area displayed a significant positive effect on the variability …

-county-zone-based crop insurance. Wheat yield data from Whitman, WA is applied in the empirical analysis. …