Despite research into the response of ammonia (NH 3 ) volatilization in farmland to various meteorological factors, the potential impact of future climate change on NH 3 volatilization is not fully understood. Based on a database consisting of 1063 observations across China, nonlinear NH 3 models considering crop type, meteorological, soil and management variables were established via four machine learning methods, including s...