그림 1. Hansen 외(2013)에서 추정한 산림 변화입니다. 전 세계 변화, 2000~2012년 (왼쪽), 인도네시아 리아우의 변화, 2000~2012년 (중앙), 파라과이의 변화, 2000~2012년 (오른쪽)
Hansen 외(2013년) 전 세계 산림 분포 및 변화 데이터와 Global Forest Watch의 Forest Monitoring for Action (FORMA, Hammer 외 2009) 데이터를 사용하는 Google Earth Engine 튜토리얼에 오신 것을 환영합니다. 이 튜토리얼에서는 Earth Engine을 사용하여 이러한 데이터를 시각화하는 방법, 관심 지역 내에서 시간 경과에 따른 산림 변화와 기타 통계를 계산하는 방법, 데이터와 분석 결과를 모두 다운로드하는 방법을 예시를 통해 보여줍니다.
라이선스 및 저작자 표시
이 튜토리얼에 설명된 데이터는 크리에이티브 커먼즈 저작자 표시 4.0 국제 라이선스에 따라 사용이 허가되었습니다. 관련 데이터 세트 설명 페이지에서 권장하는 인용을 사용하세요.
기본 요건
이 튜토리얼에서는 프로그래밍 배경이 없다고 가정하지만 프로그래밍을 배우려는 의향이 있다고 가정합니다. 계속하기 전에 다음 사항을 확인하세요.
[null,null,["최종 업데이트: 2025-07-26(UTC)"],[[["\u003cp\u003eThis tutorial demonstrates how to use Google Earth Engine to analyze forest cover and change data from Hansen et al.(2013) and Forest Monitoring for Action (FORMA).\u003c/p\u003e\n"],["\u003cp\u003eUsers will learn to visualize forest data, calculate forest change statistics, and download data and analysis results within a specific region.\u003c/p\u003e\n"],["\u003cp\u003eBefore starting, users need an Earth Engine account, familiarity with the Code Editor, basic JavaScript knowledge, and a basic understanding of the Earth Engine API.\u003c/p\u003e\n"],["\u003cp\u003eThe data used in this tutorial is licensed under a Creative Commons Attribution 4.0 International License, and appropriate citation is encouraged.\u003c/p\u003e\n"],["\u003cp\u003eUsers can proceed to the next part of the tutorial after fulfilling the prerequisites and familiarizing themselves with the platform.\u003c/p\u003e\n"]]],["The tutorial guides users on utilizing Google Earth Engine to analyze global forest cover and change data from Hansen et al. (2013) and Forest Monitoring for Action (FORMA) data. It demonstrates visualizing the data, calculating forest change over time within specific regions, and downloading both data and analysis results. Users must sign up for Earth Engine, familiarize themselves with the Code Editor, and have a basic understanding of JavaScript and the Earth Engine API.\n"],null,["# Introduction to Forest Change Analysis in Earth Engine\n\n|---|---|---|---|\n| | | | |\n\nFigure 1. Forest change estimated by Hansen et al. (2013). Global Change, 2000 - 2012 (left); Change in Riau, Indonesia, 2000 - 2012 (center); Change in Paraguay, 2000 - 2012 (right)\n\nWelcome to the Google Earth Engine tutorial for using\n[Hansen et al. (2013)](http://www.sciencemag.org/content/342/6160/850) global\nforest cover and change data and Forest Monitoring for Action (FORMA,\n[Hammer\net al. 2009](https://www.cgdev.org/sites/default/files/1423248_file_Hammer_Kraft_Wheeler_FORMA_FINAL.pdf)) data from [Global Forest\nWatch](http://www.globalforestwatch.org/). This tutorial provides examples of how to use Earth Engine to visualize these\ndata, how to compute forest change over time and other statistics within a region of\ninterest and how to download both the data and results of analyses.\n\nLicense and Attribution\n-----------------------\n\nThe data described in this tutorial are licensed under a Creative\nCommons Attribution 4.0 International License. Please use the recommended citation on\nthe relevant [dataset description\npage](/earth-engine/datasets).\n\nPrerequisites\n-------------\n\nThe tutorial assumes no programming background, although it does assume a willingness to\nlearn some programming. Before proceeding, please make sure to:\n\n- [Signup for Earth Engine](https://signup.earthengine.google.com). Once you have been accepted, you will receive an email with additional information.\n- Get familiar with the [Earth\n Engine Code Editor](https://code.earthengine.google.com), the IDE for writing Earth Engine JavaScript code in a web browser. Learn more about the Code Editor [here](/earth-engine/guides/playground).\n- If you are unfamiliar with JavaScript, check out the [JavaScript for Earth Engine tutorial](/earth-engine/tutorials/tutorial_js_01).\n- If you are unfamiliar with the Earth Engine API, check out the [Introduction to the Earth Engine API](/earth-engine/tutorials/tutorial_api_01) tutorial.\n\nOnce you're familiar with JavaScript, the Earth Engine API and Code Editor,\n[get started on the tutorial](/earth-engine/tutorials/tutorial_forest_02)!"]]
