In this systematic review, Kitchenham’s framework is used to explore what tasks, techniques, and benchmarks for Sentiment Analysis have been developed addressing topics about the natural environment. We comprehensively analyze seven dimensions including contribution, topical focus, data source query, annotation, language, detail of task, technology/algorithm used. By showing how research area h...