Cloud-Based Remote Sensing with Google Earth Engine

This resource offers a free, downloadable PDF of the book "Cloud-Based Remote Sensing with Google Earth Engine: Fundamentals and Applications." It is structured into two main parts, providing a thorough learning experience for users interested in geospatial analysis.

Part 1: Fundamentals delves into core concepts suchs as interpreting image series, exploring image collections, time series aggregation, change detection, and fitting functions to time series data. It also covers vectors and tables, including raster/vector conversions, zonal statistics, and advanced vector operations. Furthermore, it addresses advanced topics like raster visualization, collaboration, scaling up in Earth Engine, sharing work through UI and apps, and combining R with Earth Engine.

Part 2: Applications showcases real-world uses across various domains. This includes human applications in agricultural, urban, and built environments, as well as analyses of air pollution, population exposure, heat islands, and health. The book also explores humanitarian applications and monitoring activities like gold mining using SAR imagery. Each section provides structured learning with specific topics, often linking to external documents for detailed content.