The application of machine learning in crop yield prediction has gained considerable traction. yet uncertainties persist regarding the impact of the yield trends on these predictions and the differences between the detrending methods. In our study. we utilized extreme gradient boosting (XGBoost) to scrutinize the effects of no trend processing (NTP). https://allfixelectricales.shop/product-category/wiring-harness/