Posts in Agriculture

Cross-Attention Fusion for Early Crop Stress Prediction and the Challenge of Limited Temporal Patterns in Agricultural Data (2025)

Author: Mohammad Motaghianfar Abstract Farming faces growing challenges from climate change and pests, making early crop stress detection vital for food security. Current tools often[…]

A Hybrid Deep Ensemble and Evidential Regression Framework for Dual Uncertainty Quantification in Agricultural Yield Prediction (2024)

Author: Mohammad Motaghianfar Abstract Predicting crop yields accurately is vital for ensuring food security worldwide, but most machine learning models only give a single number[…]

Optimizing Crop Selection and Resource Allocation in Multi-Seasonal Indian Agriculture Using Deep Reinforcement Learning (2022)

Author: Mohammad Motaghianfar Abstract Indian farming, with its diverse seasonal cycles, struggles to pick the best crops and use resources efficiently, affecting yields and sustainability.[…]

Precision Crop Recommendation Using Multi-Feature Soil and Climatic Analysis for Sustainable Agriculture (2021)

Author: Mohammad Motaghianfar Abstract Sustainable farming is key to feeding a growing world amid climate shifts and soil decline. Traditional crop choices based on experience[…]