Google Earth Engine Cloud Computing Platform for Remote Sensing Big Data Applications: A Comprehensive Review
K.N.Toosi University of Technology · Babol Noshirvani University of Technology · +4 more institutions
Abstract
Remote sensing (RS) systems have been collecting massive volumes of datasets for decades, managing and analyzing of which are not practical using common software packages and desktop computing resources. In this regard, Google has developed a cloud computing platform, called Google Earth Engine (GEE), to effectively address the challenges of big data analysis. In particular, this platform facilitates processing big geo data over large areas and monitoring the environment for long periods of time. Although this platform was launched in 2010 and has proved its high potential for different applications, it has not been fully investigated and utilized for RS applications until recent years. Therefore, this study…
Citation impact
- FWCI
- 81.68
- Percentile
- 100%
- References
- 180
Authors
12Topics & keywords
- Cloud computing
- Computer science
- Big data
- Gee
- Data science
- Software
- Remote sensing
- Land cover
- Climate action