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This indicator helps identify regions with energy deficits, facilitating policy planning to expand electrical infrastructure in vulnerable areas. The Electricity Access indicator measures the proportion of the population with electricity access in a given geographic area and is a key component of Sustainable Development Goal 7 (SDG 7), which aims to ensure universal access to affordable, reliable, sustainable, and modern energy.\u003c/p\u003e\n\u003cp\u003eThe dataset is based on a combination of satellite data and population models. First, WorldPop data—a global population distribution model—is used to estimate the number of inhabitants in each geographic unit. Then, this information is cross-referenced with VIIRS Nighttime Lights Version 2 (VNL V2) data, a set of satellite images mapping nighttime light intensity. It is assumed that illuminated areas have electricity access and that the population within these polygons has an electricity supply.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eCompilation by AmazoniaForever360+\u003c/strong\u003e using original global data. The dataset includes municipal units that intersect or are contained within the Amazon region boundary. A highly simplified version of the original data structure is presented:\u003c/p\u003e\n\u003cp\u003e\u003ca href=\"https://www.earthdata.nasa.gov/data/catalog/sedac-ciesin-sedac-sdgi-accelec-2023-2023.00\" rel=\"nofollow ugc\"\u003eEarthdata NASA - SDG 7.1.1: Access to Electricity\u003c/a\u003e https://www.earthdata.nasa.gov/data/catalog/sedac-ciesin-sedac-sdgi-accelec-2023-2023.00\u003c/p\u003e\n\u003cp\u003eThe layer represents second-level administrative units (\u003cstrong\u003eNAME_2\u003c/strong\u003e) located within first-level divisions (\u003cstrong\u003eNAME_1\u003c/strong\u003e) and countries (\u003cstrong\u003eNAME_0\u003c/strong\u003e). The \u003cstrong\u003ePop_A2\u003c/strong\u003e field displays the estimated population for each second-level administrative unit, while \u003cstrong\u003eSDG711pct\u003c/strong\u003e indicates the percentage of the population with electricity access according to SDG 7.1.1. This percentage reflects the proportion of people within each administrative unit who have guaranteed electricity access, ranging from \u003cstrong\u003e0% (no access) to 100% (full access).\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eThe \u003cstrong\u003eSDG 7.1.1: Access to Electricity dataset (2023 edition, covering 2020-2022)\u003c/strong\u003e is provided by the Socioeconomic Data and Applications Center (SEDAC), operated by CIESIN at Columbia University, as part of NASA’s data archive system. Its goal is to integrate socioeconomic data with environmental and geospatial information to support research and policymaking on topics such as sustainable development, climate change, and resource management.\u003c/p\u003e\n\u003cp\u003eThe dataset can be accessed at:\u003cbr /\u003e\n\u003ca href=\"https://sedac.ciesin.columbia.edu/data/set/sdgi-7-1-1-access-electricity-2023\" rel=\"nofollow ugc\"\u003eSDG 7.1.1: Access to Electricity - SEDAC\u003c/a\u003e https://sedac.ciesin.columbia.edu/data/set/sdgi-7-1-1-access-electricity-2023\u003c/p\u003e", "copyrightText" : "Original Compilation AmazoniaForever360+, Inter-American Development Bank, 2023-2024. 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