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Evaluating the Potential of LJ1-01 Nighttime Light Data for Modeling Socio-Economic Parameters
The LJ1-01 satellite is the first dedicated nighttime light remote sensing satellite in the world and offers a higher spatial resolution than the Defense Meteorological Satellite Program’s Operational Linescan System (DMSP/OLS) and the Visible Infrared Imaging Radiometer Suite (VIIRS) sensor on the...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6471736/ https://www.ncbi.nlm.nih.gov/pubmed/30917491 http://dx.doi.org/10.3390/s19061465 |
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author | Zhang, Guo Guo, Xueyao Li, Deren Jiang, Boyang |
author_facet | Zhang, Guo Guo, Xueyao Li, Deren Jiang, Boyang |
author_sort | Zhang, Guo |
collection | PubMed |
description | The LJ1-01 satellite is the first dedicated nighttime light remote sensing satellite in the world and offers a higher spatial resolution than the Defense Meteorological Satellite Program’s Operational Linescan System (DMSP/OLS) and the Visible Infrared Imaging Radiometer Suite (VIIRS) sensor on the Suomi National Polar-orbiting Partnership (NPP) satellites of the United States. This study compared the LJ1-01 nighttime light data with NPP/VIIRS data in the context of modeling socio-economic parameters. In the eastern and central regions of China, 10 parameters from the four aspects of gross regional product (annual average population, electricity consumption, and area of land in use) were selected to build linear regression models. The results showed that the LJ1-01 nighttime light data offered better potential for modeling socio-economic parameters than the equivalent NPP/VIIRS data; the former can be an effective tool for establishing models for socio-economic parameters. There were significant positive correlations between the two types of nighttime light data and the 10 socio-economic parameters; that for the gross regional product was the highest. |
format | Online Article Text |
id | pubmed-6471736 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-64717362019-04-26 Evaluating the Potential of LJ1-01 Nighttime Light Data for Modeling Socio-Economic Parameters Zhang, Guo Guo, Xueyao Li, Deren Jiang, Boyang Sensors (Basel) Article The LJ1-01 satellite is the first dedicated nighttime light remote sensing satellite in the world and offers a higher spatial resolution than the Defense Meteorological Satellite Program’s Operational Linescan System (DMSP/OLS) and the Visible Infrared Imaging Radiometer Suite (VIIRS) sensor on the Suomi National Polar-orbiting Partnership (NPP) satellites of the United States. This study compared the LJ1-01 nighttime light data with NPP/VIIRS data in the context of modeling socio-economic parameters. In the eastern and central regions of China, 10 parameters from the four aspects of gross regional product (annual average population, electricity consumption, and area of land in use) were selected to build linear regression models. The results showed that the LJ1-01 nighttime light data offered better potential for modeling socio-economic parameters than the equivalent NPP/VIIRS data; the former can be an effective tool for establishing models for socio-economic parameters. There were significant positive correlations between the two types of nighttime light data and the 10 socio-economic parameters; that for the gross regional product was the highest. MDPI 2019-03-26 /pmc/articles/PMC6471736/ /pubmed/30917491 http://dx.doi.org/10.3390/s19061465 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Zhang, Guo Guo, Xueyao Li, Deren Jiang, Boyang Evaluating the Potential of LJ1-01 Nighttime Light Data for Modeling Socio-Economic Parameters |
title | Evaluating the Potential of LJ1-01 Nighttime Light Data for Modeling Socio-Economic Parameters |
title_full | Evaluating the Potential of LJ1-01 Nighttime Light Data for Modeling Socio-Economic Parameters |
title_fullStr | Evaluating the Potential of LJ1-01 Nighttime Light Data for Modeling Socio-Economic Parameters |
title_full_unstemmed | Evaluating the Potential of LJ1-01 Nighttime Light Data for Modeling Socio-Economic Parameters |
title_short | Evaluating the Potential of LJ1-01 Nighttime Light Data for Modeling Socio-Economic Parameters |
title_sort | evaluating the potential of lj1-01 nighttime light data for modeling socio-economic parameters |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6471736/ https://www.ncbi.nlm.nih.gov/pubmed/30917491 http://dx.doi.org/10.3390/s19061465 |
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