气候变化领域集成服务门户(CCPortal): A consistent dataset for the net income distribution for 190 countries and aggregated to 32 geographical regions from 1958 to 2015

CCPortal

DOI	10.5194/essd-16-2333-2024
	A consistent dataset for the net income distribution for 190 countries and aggregated to 32 geographical regions from 1958 to 2015
	Narayan, Kanishka B.; O'Neill, Brian C.; Waldhoff, Stephanie; Tebaldi, Claudia
发表日期	2024
ISSN	1866-3508
EISSN	1866-3516
起始页码	16
结束页码	5
卷号	16 期号:5
英文摘要	Data on income distributions within and across countries are becoming increasingly important for informing analysis of income inequality and understanding the distributional consequences of climate change. While datasets on income distribution collected from household surveys are available for multiple countries, these datasets often do not represent the same concept of inequality (or income concept) and therefore make comparisons across countries, over time and across datasets difficult. Here, we present a consistent dataset of income distributions across 190 countries from 1958 to 2015 measured in terms of net income. We complement the observed values in this dataset with values imputed from a summary measure of the income distribution, specifically the Gini coefficient. For the imputation, we use a recently developed nonparametric principal-component-based approach that shows an excellent fit to data on income distributions compared to other approaches. We also present another version of this dataset aggregated from the country level to 32 geographical regions. Our dataset is developed for the purpose of calibrating models such as integrated human-Earth system models with detailed data on income distributions. This dataset will enable more robust analysis of income distribution at multiple scales.
语种	英语
WOS研究方向	Geology ; Meteorology & Atmospheric Sciences
WOS类目	Geosciences, Multidisciplinary ; Meteorology & Atmospheric Sciences
WOS记录号	WOS:001221645000001
来源期刊	EARTH SYSTEM SCIENCE DATA
文献类型	期刊论文
条目标识符	http://gcip.llas.ac.cn/handle/2XKMVOVA/293454
作者单位	United States Department of Energy (DOE); Pacific Northwest National Laboratory
推荐引用方式 GB/T 7714	Narayan, Kanishka B.,O'Neill, Brian C.,Waldhoff, Stephanie,et al. A consistent dataset for the net income distribution for 190 countries and aggregated to 32 geographical regions from 1958 to 2015[J],2024,16(5).
APA	Narayan, Kanishka B.,O'Neill, Brian C.,Waldhoff, Stephanie,&Tebaldi, Claudia.(2024).A consistent dataset for the net income distribution for 190 countries and aggregated to 32 geographical regions from 1958 to 2015.EARTH SYSTEM SCIENCE DATA,16(5).
MLA	Narayan, Kanishka B.,et al."A consistent dataset for the net income distribution for 190 countries and aggregated to 32 geographical regions from 1958 to 2015".EARTH SYSTEM SCIENCE DATA 16.5(2024).