Author

Pavan Sahu

2 papers indexed here

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Open access Sep 2026

Machine Learning-Based Crop Yield Forecasting Using Environmental and Agricultural Parameters

A comparative crop yield forecasting framework that combines agricultural and environmental variables with multi-model evaluation, cross-validation, feature-importance analysis, and multiple error metrics is developed.

Pavan Sahu, Om Prakash Karada · Interdisciplinary Journal of... · 0 citations

Review Open access Aug 2026

A Comprehensive Review of Machine Learning and Deep Learning Approaches for Crop Yield Prediction

The analysis indicates that deep learning models generally achieve higher prediction accuracy with large datasets, while machine learning techniques remain effective for structured data.

Pavan Sahu, Om Prakash Karada · Interdisciplinary Journal of... · 1 citation