Suppr超能文献

夜间灯光:对与社会经济趋势关联的全球长期观察。

Night-time lights: A global, long term look at links to socio-economic trends.

作者信息

Proville Jeremy, Zavala-Araiza Daniel, Wagner Gernot

机构信息

Office of Economic Policy and Analysis, Environmental Defense Fund, New York, New York, United States of America.

Climate and Energy Program, Environmental Defense Fund, Austin, Texas, United States of America.

出版信息

PLoS One. 2017 Mar 27;12(3):e0174610. doi: 10.1371/journal.pone.0174610. eCollection 2017.

Abstract

We use a parallelized spatial analytics platform to process the twenty-one year totality of the longest-running time series of night-time lights data-the Defense Meteorological Satellite Program (DMSP) dataset-surpassing the narrower scope of prior studies to assess changes in area lit of countries globally. Doing so allows a retrospective look at the global, long-term relationships between night-time lights and a series of socio-economic indicators. We find the strongest correlations with electricity consumption, CO2 emissions, and GDP, followed by population, CH4 emissions, N2O emissions, poverty (inverse) and F-gas emissions. Relating area lit to electricity consumption shows that while a basic linear model provides a good statistical fit, regional and temporal trends are found to have a significant impact.

摘要

我们使用一个并行空间分析平台来处理长达21年的夜间灯光数据的最长时间序列——国防气象卫星计划(DMSP)数据集,超越了先前研究较窄的范围,以评估全球各国灯光照亮面积的变化。这样做能够回顾夜间灯光与一系列社会经济指标之间的全球长期关系。我们发现与电力消耗、二氧化碳排放和国内生产总值的相关性最强,其次是人口、甲烷排放、氧化亚氮排放、贫困(负相关)和氟气体排放。将灯光照亮面积与电力消耗相关联表明,虽然基本线性模型提供了良好的统计拟合,但区域和时间趋势被发现具有显著影响。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d8d5/5367807/8bce9861b594/pone.0174610.g001.jpg

相似文献

1
Night-time lights: A global, long term look at links to socio-economic trends.
PLoS One. 2017 Mar 27;12(3):e0174610. doi: 10.1371/journal.pone.0174610. eCollection 2017.
4
Modeling of Electric Demand for Sustainable Energy and Management in India Using Spatio-Temporal DMSP-OLS Night-Time Data.
Environ Manage. 2018 Apr;61(4):615-623. doi: 10.1007/s00267-017-0978-1. Epub 2017 Dec 27.
5
Generating the Nighttime Light of the Human Settlements by Identifying Periodic Components from DMSP/OLS Satellite Imagery.
Environ Sci Technol. 2015 Sep 1;49(17):10503-9. doi: 10.1021/acs.est.5b02471. Epub 2015 Aug 21.
6
Using night time lights to find regional inequality in India and its relationship with economic development.
PLoS One. 2020 Nov 16;15(11):e0241907. doi: 10.1371/journal.pone.0241907. eCollection 2020.
10
Seasonal and diurnal variations of greenhouse gas emissions from a saline mangrove constructed wetland by using an in situ continuous GHG monitoring system.
Environ Sci Pollut Res Int. 2020 May;27(13):15824-15834. doi: 10.1007/s11356-020-08115-6. Epub 2020 Feb 24.

引用本文的文献

2
The potential of small-scale spatial data in regional science.
Jahrb Reg Wiss. 2022;42(2):97-110. doi: 10.1007/s10037-022-00172-3. Epub 2022 Oct 17.
3
Drivers of global mangrove loss and gain in social-ecological systems.
Nat Commun. 2022 Oct 26;13(1):6373. doi: 10.1038/s41467-022-33962-x.
5
Estimating global economic well-being with unlit settlements.
Nat Commun. 2022 May 5;13(1):2459. doi: 10.1038/s41467-022-30099-9.
6
A global North-South division line for portraying urban development.
iScience. 2021 Jun 12;24(7):102729. doi: 10.1016/j.isci.2021.102729. eCollection 2021 Jul 23.
8
10
Measurements of sky brightness at Bosscha Observatory, Indonesia.
Heliyon. 2020 Aug 19;6(8):e04635. doi: 10.1016/j.heliyon.2020.e04635. eCollection 2020 Aug.

本文引用的文献

1
Combining satellite imagery and machine learning to predict poverty.
Science. 2016 Aug 19;353(6301):790-4. doi: 10.1126/science.aaf7894.
2
Night-Time Light Data: A Good Proxy Measure for Economic Activity?
PLoS One. 2015 Oct 23;10(10):e0139779. doi: 10.1371/journal.pone.0139779. eCollection 2015.
4
MEASURING ECONOMIC GROWTH FROM OUTER SPACE.
Am Econ Rev. 2012 Apr;102(2):994-1028. doi: 10.1257/aer.102.2.994.
6
A thermodynamic geography: night-time satellite imagery as a proxy measure of emergy.
Ambio. 2014 Nov;43(7):969-79. doi: 10.1007/s13280-013-0468-5. Epub 2013 Dec 14.
7
High-resolution global maps of 21st-century forest cover change.
Science. 2013 Nov 15;342(6160):850-3. doi: 10.1126/science.1244693.
8
Suomi satellite brings to light a unique frontier of nighttime environmental sensing capabilities.
Proc Natl Acad Sci U S A. 2012 Sep 25;109(39):15706-11. doi: 10.1073/pnas.1207034109. Epub 2012 Sep 10.
9
Using luminosity data as a proxy for economic statistics.
Proc Natl Acad Sci U S A. 2011 May 24;108(21):8589-94. doi: 10.1073/pnas.1017031108. Epub 2011 May 16.

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验