@article{paperid:1107132, author = {Jahan, Mohsen and Nassiri Mahallati, Mehdi and Mehdi and Fateme}, title = {Machine learning-driven strategies for wheat yield prediction and climate adaptation in Arid regions: a comparative analysis of random forest and XGBoost}, journal = {THEORETICAL AND APPLIED CLIMATOLOGY}, year = {2026}, volume = {157}, number = {315}, month = {April}, issn = {0177-798X}, pages = {1--23}, numpages = {22}, keywords = {Random Forest; XGB; Grid Search; Five-Fold Cross-Validation; SHAP; Partial Dependence}, }