Amir Sohail Khan

Feature-Based Machine Learning Framework for Multi-Source NH3 Dataset Analysis

Accurate monitoring of atmospheric ammonia (NH3) is important for air-quality assessment and sustainable agriculture, but available datasets differ in spatial resolution, temporal coverage, units, and physical meaning. This study presents a feature-based machine-learning framework with train–test leakage-controlled pre...