Machine learning framework for remote sensing-based environmental monitoring of sports facilities to assess sustainability and promote climate action

IntroductionThe growing emphasis on sustainable practices in sports facilities highlights the need for advanced methodologies in environmental monitoring and sustainability assessment. This study presents a machine learning framework, EnviroNet, specifically developed for remote sensing-based environmental monitoring to evaluate sustainability and support climate action.MethodsEnviroNet incorporates spatial, temporal, and auxiliary data through a modular architecture consisting of the Spatial Fe