[null,null,["上次更新時間：2025-07-26 (世界標準時間)。"],[[["\u003cp\u003eThis page offers training materials for the Earth Engine JavaScript API, including beginner and intermediate workshops.\u003c/p\u003e\n"],["\u003cp\u003eContent on this page is community-sourced and not official Earth Engine documentation.\u003c/p\u003e\n"],["\u003cp\u003eWorkshop materials include lecture slides, hands-on coding exercises, and links to externally developed resources.\u003c/p\u003e\n"],["\u003cp\u003eParticipants should have an Earth Engine account and a laptop with Google Chrome before attending a workshop.\u003c/p\u003e\n"],["\u003cp\u003ePrior programming, remote sensing, or GIS knowledge is helpful but not required for the beginner workshop.\u003c/p\u003e\n"]]],["This document provides resources for teaching Google Earth Engine, including beginner and intermediate workshops. Workshops begin with a one-hour lecture, followed by a hands-on coding lab using the JavaScript API in the Earth Engine Code Editor. Prerequisites vary, but basic programming and remote sensing knowledge are recommended. External training materials from Spatial Thoughts, SERVIR-Mekong, NASA ARSET, University of Washington, Columbia University, and Deltares are also linked, offering diverse perspectives and specialized focuses. Participants need a laptop, Chrome, and Earth Engine registration.\n"],null,["# Earth Engine resources for workshops\n\n| Content produced by the Earth Engine developer community is not part of the official Earth Engine product documentation.\n\nTeach others to use Earth Engine! This page includes training materials developed\nby the Earth Engine team for hands-on coding workshops using the JavaScript API as well\nas [externally developed training\nmaterials](/earth-engine/tutorials/ttt#externally-developed-training-materials). Trainings typically start with a one hour lecture\n([slides provided below](/earth-engine/tutorials/ttt#slides-for-a-one-hour-introductory-lecture)) and\nproceed to a \"follow me\" style coding lab in which the instuctor writes code in the\n[Earth Engine Code Editor](/earth-engine/tutorials/code.earthengine.google.com) (projected such that\nparticipants see it) and participants follow along in their own code editors. The\ncode and instructional content are provided below for a\n[beginner workshop](/earth-engine/tutorials/ttt#instructor-reference-for-a-beginning-workshop) (no\nprevious Earth Engine experience necessary) and an\n[intermediate workshop](/earth-engine/tutorials/ttt#instructor-reference-for-an-intermediate-workshop)\n(for users who have Earth Engine experience equivalent to that provided in the beginner\nworkshop). The hands-on workshops generally take *at least* two hours, depending\non particpant experience.\n\n\n### Prerequisites\n\nNo previous experience with Earth Engine or JavaScript is necessary for the beginner\nworkshop, but programming experience, basic knowledge of remote sensing and/or GIS are\nhighly desirable. Willingness to learn programming is required. Particpants with no\nprogramming experience will require additional attention. Depending on the overall\nskill level of the participants, the overall time to completion could vary between two\nto four hours.\n\n### Before the Workshop\n\nAll particpants should bring a laptop computer with Google Chrome installed. Each\nparticipant should have registered to use Earth Engine *prior* to the workshop.\nDirect attendees to the [signup page](https://signup.earthengine.google.com/#/)\n*before* the workshop. Instructors may want to organize pre-written scripts into\nrepositories to share with particpants as described in the training docs.\n\n### Slides for a one hour introductory lecture\n\nThese slides are for an approximately one hour lecture to introduce Earth Engine. Each\nis explained in the presenter notes.\n\n[LECTURE SLIDES](https://docs.google.com/presentation/d/1hT9q6kWigM1MM3p7IEcvNQlpPvkedW-lgCCrIqbNeis)\n\n### Instructor reference for a beginning workshop\n\n[BEGINNING WORKSHOP](https://docs.google.com/document/d/1ZxRKMie8dfTvBmUNOO0TFMkd7ELGWf3WjX0JvESZdOE)\n\n### Instructor reference for an intermediate workshop\n\n[INTERMEDIATE WORKSHOP](https://docs.google.com/document/d/1keJGLN-j5H5B-kQXdwy0ryx6E8j2D9KZVEUD-v9evys)\n\nExternally developed training materials\n---------------------------------------\n\n### Spatial Thoughts\n\n#### End-to-End Google Earth Engine\n\n[This course](https://spatialthoughts.com/courses/google-earth-engine/)\nby [Ujaval Gandhi](https://spatialthoughts.com/about/), founder of\nSpatial Thoughts, covers the full range of topics in Earth Engine to give participants\npractical skills to master the platform and implement their remote sensing projects.\n\nIt includes 24 hours of live instruction (typically 6 sessions of 4 hours each) and\nincludes a wide range of hands-on exercises.\n\n### SERVIR-Mekong\n\nThe following training materials were developed in support of the\n[SERVIR-Mekong program](https://servir.adpc.net/) and include contributions from\nthe [US Forest Service Geospatial Technology and\nApplications Center](https://www.fs.fed.us/gstc/), [WinRock](https://www.winrock.org/), and the\n[Spatial Informatics Group](https://sig-gis.com/). These exercises and case\nstudies have been used to teach Earth Engine in the Mekong basin and other areas to build\ngeospatial capacity at regional institutions. They are intended to familiarize participants\nwith the Earth Engine platform and basic methods for visualization, data creation, cloud\nmasking and compositing.\n\n#### English\n\n#### Spanish\n\nThe Spanish versions were created by the [Spatial\nInformatics Group](https://sig-gis.com/) with support from FAO's Analysis and Mapping of Impacts Under Climate\nChange for Adaptation and Food Security (AMICAF) program.\n\n#### Vietnamese\n\nThe Vietnamese versions were created by [SERVIR-Mekong](https://servir.adpc.net/)\nin conjunction with the [Spatial Informatics Group](https://sig-gis.com/) and\nthe [University of San Francisco](https://www.usfca.edu/).\n\n*** ** * ** ***\n\n### NASA Applied Remote Sensing Training (ARSET)\n\n\nNASA ARSET offers [webinars for\ndisasters monitoring](https://arset.gsfc.nasa.gov/disasters/webinars) and other remote sensing topics, many of which use Earth Engine.\n\n### University of Washington\n\n[This page](https://geohackweek.github.io/GoogleEarthEngine/) features an\nexcellent set of introductory tutorials developed by\n[Catherine Kuhn](http://www.thebutmanlab.com/catherine-kuhn/) and Jillian Deines\nfor the eScience Institute's [Geohackweek\n2017](https://geohackweek.github.io/ghw2017/) at the [University of Washington](https://www.washington.edu/).\n\n### Columbia University\n\nThe following trainings were developed by\n[Pietro Ceccato](http://iri.columbia.edu/contact/staff-directory/pietro-ceccato/)\nto support public health trainings done by the Columbia University International Research\nInstitute for Climate and Society.\n\n*** ** * ** ***\n\n### Deltares\n\nThe following trainings were developed by Gennadii Donchyts of\n[Deltares](https://www.deltares.nl/en/) in support of workshops for water\nresource monitoring and research.\n\n*** ** * ** ***\n\n*Please [submit an issue](https://github.com/google/earthengine-community/issues/new) to the Earth Engine Community GitHub repository for questions or\nfeedback regarding material on this page.*"]]
