Machine Learning is getting popular in Remote Sensing Machine Learning Machine Learning (ML) is a branch of Artificial Intelligence (AI). Algorithms can be modified and learn from an experience and material without being programmed especially, minimizing the human intervention level. The model's output quality relies upon the data quality utilized for building it. Models of ML can be classified into supervised or unsupervised or a mixture. Models of supervised learning are assembled on data of labeled training. For instance, utilizing the pictures of trees known for identifying the trees in a new image. Unsupervised learning models are assembled on unlabeled training data, such as exposing millions of unlabeled tree pictures for extracting the similar features that form up the tree and recognizing it in an earlier unseen picture. Environmental applications of Machine Learning Forecasting of Weather Physical models are the designed operational tools for weather fore...