Introduction to Google Earth Engine (GEE) - AulaGEO

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Overview

Google Earth Engine is a platform for scientific analysis and visualization of geospatial datasets, for academic, non-profit, business and government users.Google Earth Engine hosts satellite imagery and stores it in a public data archive that includes historical earth images going back more than forty years. The images, ingested on a daily basis, are then made available for global-scale data mining.Earth Engine also provides APIs and other tools to enable the analysis of large datasets.Google Earth enables you to travel, explore, and learn about the world by interacting with a virtual globe. You can view satellite imagery, maps, terrain, 3D buildings, and much more.Earth Engine, on the other hand, is a tool for analyzing geospatial information. You can analyze forest and water coverage, land use change, or assess the health of agricultural fields, among many other possible analyses.While the two tools rely on some of the same data, only some of Google Earth's imagery and data is available for analysis in Earth Engine.#AulaGEOIn this course you will learn:Google Earth Engine Course overviewIntroductionGEE backgroundGEE applicationsGEE Pre-requirementsBasics of Google Earth Engine oriented JavaScript (JS) Programming languageBasic programming conceptsMostly used GEE JS API syntaxHow to write efficient code guideWorking with vector and raster datasetsWhere to get different datasets for GEEHow to import and visualize vector datasetsHow to import and visualize raster datasetsHow to import your own vector or raster dataset in GEEFiltering the feature or image collectionThe need for filtering datasetsDifferent types of filtersWhen and where to use filtersReducing and Clipping image collectionThe role of reducersDifferent types of reducersConverting image collections into single imageOperatorsUse of operators in programmingEfficient use of Operators in GEEEvaluating NDVI using operatorsAutomating the analysis in GEEThe need of automation in GEEThe concept of For-Loops (with reference to Python)Implementation of For-Loops in GEE using ".Map" function.

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