The Conference on Applied Statistics in Agriculture and Natural Resources hosted by Utah State University took place May 16 to 19, 2022 in Logan, Utah. Conference theme is machine learning. Statisticians, practitioners and graduate students from academia, industry and government attended in-personally and virtually to share up-to-date advancements in statistical development and application in agriculture, environment and climate in the unique setting that promotes multidisciplinary networking and collaboration.