These data represent annual greenhouse gas (GHG) emission totals by industry sectors and households for the total U.S. and by state, for years 2012 to 2020. Industry sectors are defined by North American Industry Classification System (NAICS) 2012 codes, with additional codes added for households and government. Emissions of 16 different GHGs, which are the same GHGs as reported in the U.S. GHG Inventory, are included. Values are given in total kilograms emitted for the given year, sector and location. Data are provided in two alternative formats, as Excel files and as Apache parquet files. The Excel files include: 1) GHGs by 114 aggregate level sectors by state and year, 2) GHGs by 114 aggregate level sectors by year for the U.S., and 3) GHGs by 540 detailed sectors by year for the U.S. The Excel files use a simplified version (not all fields included) of the Flow-by-Sector format (see link to format specification below). The parquet files align with the Excel files except are also separated by year, and provide the complete flow by sector format, where files with "state_m1" correspond to the aggregate level state datasets, files with "national_m1" correspond to the aggregate level national dataset, and files with "national_m2" correspond to the aggregate level state datasets, Standard metadata files in JSON format, and log and validation files in text format (with .log extension) are provided for each parquet file. The data are a product of updated sector attribution models that improve upon the National Greenhouse Gas Industry Attribution Model. The models used to generate the national aggregate and the state datasets are sector attribution models coded in the FLOWSA v2.0.0 tool (https://github.com/USEPA/flowsa/tree/v2.0.0). The national detailed datasets are developed with FLOWSA v2.0.1 (https://github.com/USEPA/flowsa/tree/v2.0.1).

These data represent annual greenhouse gas (GHG) emission totals by industry sectors and households for the total U.S. and by state, for years 2012 to 2020. Industry sectors are defined by North American Industry Classification System (NAICS) 2012 codes, with additional codes added for households and government. Emissions of 16 different GHGs, which are the same GHGs as reported in the U.S. GHG Inventory, are included. Values are given in total kilograms emitted for the given year, sector and location. Data are provided in two alternative formats, as Excel files and as Apache parquet files. The Excel files include: 1) GHGs by 114 aggregate level sectors by state and year, 2) GHGs by 114 aggregate level sectors by year for the U.S., and 3) GHGs by 540 detailed sectors by year for the U.S. The Excel files use a simplified version (not all fields included) of the Flow-by-Sector format (see link to format specification below). The parquet files align with the Excel files except are also separated by year, and provide the complete flow by sector format, where files with "state_m1" correspond to the aggregate level state datasets, files with "national_m1" correspond to the aggregate level national dataset, and files with "national_m2" correspond to the aggregate level state datasets, Standard metadata files in JSON format, and log and validation files in text format (with .log extension) are provided for each parquet file. The data are a product of updated sector attribution models that improve upon the National Greenhouse Gas Industry Attribution Model. The models used to generate the national aggregate and the state datasets are sector attribution models coded in the FLOWSA v2.0.0 tool (https://github.com/USEPA/flowsa/tree/v2.0.0). The national detailed datasets are developed with FLOWSA v2.0.1 (https://github.com/USEPA/flowsa/tree/v2.0.1).

These data are an update to 2012-2020 Greenhouse Gas National- and State-Level Emission Totals by Industry (https://doi.org/10.23719/1529805). Data for 2021 and 2022 are added. The primary emissions source was updated to use the U.S. GHG Inventory 2024 report. The industry classifications were updated to use 2017 North American Industry Classification Codes. Totals by industry and state are not included. The code used to generate the datasets is available in the FLOWSA v2.0.3 tool (https://github.com/USEPA/flowsa/tree/v2.0.3). Values are given in total kilograms emitted for the given year, sector and location. Please see the related publication for more background information. This dataset is associated with the following publication: Young, B., C. Birney, and W.W. Ingwersen. Dataset of 2012-2020 U.S. National- and State-Level Greenhouse Gas Emissions by Sector. Data in Brief. Elsevier B.V., Amsterdam, NETHERLANDS, 53: 110173, (2024).

Environmental data on carbon dioxide emissions from energy and industry, by consuming sector (residential, commercial, industrial, transportation, electric power), and other emissions. Most data available from 1973.

이 데이터는 비즈패스파인더가 제공하는 ESG 지표 중 환경 부문 통계 자료입니다. 국가의 환경 정책과 탄소 감축 노력을 파악할 수 있는 지표입니다.데이터 구성 및 주요 내용- 제공 지표: 에너지, 산업공정, 농업, 폐기물 등 주요 배출원별 발생량을 제공합니다.- 데이터 형식: 최근 10년간의 연도별 데이터를 표 및 차트 형태로 제공하며, 대한민국 전체의 온실 가스 배출 현황을 대상으로 합니다.데이터 사용 시 유의 사항데이터 활용: 이 자료는 국가의 탄소중립 정책 효과를 평가하고, 산업별 탄소 감축 목표를 수립하는 데 필요합니다. 주요 배출원의 비중 변화를 통해 환경 규제 및 투자 방향을 예측하는 데 참고할 수 있습니다.