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

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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

1,084
total citations
FWCI
81.68
Percentile
100%
References
180
Citations per year

Authors

12

Topics & keywords

Keywords
  • Cloud computing
  • Computer science
  • Big data
  • Gee
  • Data science
  • Software
  • Remote sensing
  • Land cover
UN Sustainable Development Goals
  • Climate action
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