Wprowadzenie do analizy zmian w lasach w Earth Engine
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Rysunek 1. Zmiany w lesie oszacowane przez Hansena i in. (2013). Globalne zmiany, 2000–2012 (po lewej); zmiany w Riau w Indonezji, 2000–2012 (pośrodku); zmiany w Paragwaju, 2000–2012 (po prawej)
Witamy w samouczku Google Earth Engine dotyczącym korzystania z globalnych danych o pokrywie leśnej i zmianach w niej Hansen et al. (2013) oraz danych Forest Monitoring for Action (FORMA, Hammer et al. 2009) z Global Forest Watch. Ten samouczek zawiera przykłady użycia Earth Engine do wizualizacji tych danych, obliczania zmian w lasach na przestrzeni czasu i innych statystyk w interesującym Cię regionie oraz pobierania danych i wyników analiz.
Licencja i źródło
Dane opisane w tym samouczku są licencjonowane na podstawie międzynarodowej licencji Creative Commons Attribution 4.0. Użyj zalecanego cytowania na odpowiedniej stronie z opisem zbioru danych.
Wymagania wstępne
Samouczek nie wymaga znajomości programowania, ale zakłada chęć nauczenia się podstaw. Zanim przejdziesz dalej:
Poznaj edytor kodu Earth Engine, czyli środowisko IDE do pisania kodu JavaScript Earth Engine w przeglądarce internetowej. Więcej informacji o edytorze kodu znajdziesz tutaj.
[null,null,["Ostatnia aktualizacja: 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)!"]]
