{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,21]],"date-time":"2026-04-21T22:45:36Z","timestamp":1776811536162,"version":"3.51.2"},"reference-count":15,"publisher":"European Society of Computational Methods in Sciences and Engineering","issue":"5","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JCM"],"published-print":{"date-parts":[[2022,9,5]]},"abstract":"<jats:p>Night light data can reflect the economic activity in a specific area, which is closely related to GDP. But within the different cities and areas, the relationships show different performances. This paper uses the data of long time series multi-source night lights to solve the limitation of DMSP-OLS and NPP-VIIRS data sources. According to the situation of Shanghai, we studied the relationship between average night light intensity and GDP in Shanghai through correlation analysis and linear regression methods. The results show that there is a significant positive relationship between the Shanghai average night light intensity and GDP, also the average night light intensity has a significant positive effect on GDP in Shanghai. In this paper, the new attempt is made in mathematical calculation method and constructing model, and a better result is obtained, which has good theoretical significance and practical value for the scientific application of night light data.<\/jats:p>","DOI":"10.3233\/jcm-226155","type":"journal-article","created":{"date-parts":[[2022,6,7]],"date-time":"2022-06-07T12:37:35Z","timestamp":1654605455000},"page":"1729-1735","source":"Crossref","is-referenced-by-count":1,"title":["The relationship between the average night light intensify and GDP in Shanghai: Based on the integration data of DMSP-OLS and NPP-VIIRS"],"prefix":"10.66113","volume":"22","author":[{"given":"Lin","family":"Su","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"55691","reference":[{"issue":"6","key":"10.3233\/JCM-226155_ref1","first-page":"41","article-title":"Research on the spatialization of Nanning\u2019s GDP based on NPP-VIIRS night light data","author":"Huang","year":"2020","journal-title":"Nanfang Guotu Ziyuan."},{"issue":"1","key":"10.3233\/JCM-226155_ref2","first-page":"28","article-title":"Spatialization of GDP in Henan Province based on night light data","volume":"39","author":"Chen","year":"2020","journal-title":"Areal Res Develop."},{"issue":"2","key":"10.3233\/JCM-226155_ref3","first-page":"36","article-title":"GDP spatialization and prediction based on night lighting and land use data \u2013 Take the border areas of Yunnan as an example","volume":"39","author":"Lu","year":"2020","journal-title":"Areal Res Develop."},{"issue":"2","key":"10.3233\/JCM-226155_ref4","first-page":"3","article-title":"GDP estimation of cities in Jiangsu province based on stable light data at night","author":"Wang","year":"2018","journal-title":"New Explor."},{"issue":"4","key":"10.3233\/JCM-226155_ref5","first-page":"147","article-title":"Study on GDP spatialization in Chengdu based on NPP-VIIRS night light data","volume":"43","author":"Bai","year":"2020","journal-title":"Surv Mapp."},{"issue":"1","key":"10.3233\/JCM-226155_ref6","first-page":"152","article-title":"GDP spatialization method in Hebei province based on NPP-VIIRS night light data","volume":"29","author":"Li","year":"2016","journal-title":"J Xinyang Norm Univ (Nat Sci Ed)."},{"issue":"4","key":"10.3233\/JCM-226155_ref7","first-page":"621","article-title":"Study on saturation correction of night light remote sensing data for long time series of DMSP-OLS in China","volume":"22","author":"Wu","year":"2018","journal-title":"J Remote Sens."},{"issue":"10","key":"10.3233\/JCM-226155_ref8","first-page":"181","article-title":"GDP predictive model study based on DMSP\/OLS night light images","volume":"42","author":"Ge","year":"2019","journal-title":"Mapp Spat Geogr Inf."},{"issue":"2","key":"10.3233\/JCM-226155_ref9","first-page":"188","article-title":"GDP predictive model based on the time-series DMSP\/OLS night light data","volume":"36","author":"Gu","year":"2019","journal-title":"J Univ Chin Acad Sci."},{"issue":"9","key":"10.3233\/JCM-226155_ref10","first-page":"59","article-title":"GDP prediction based on NPP-VIIRS night light data \u2013 Take Jiangxi Province as an example","author":"Zhang","year":"2020","journal-title":"Autom Appl."},{"issue":"9","key":"10.3233\/JCM-226155_ref11","first-page":"106","article-title":"Environmental regulation, technological progress and Chinese economic development \u2013 Empirical study based on DMSP\/OLS night light correction data","author":"Yin","year":"2018","journal-title":"Financ Theory."},{"issue":"5","key":"10.3233\/JCM-226155_ref12","first-page":"83","article-title":"Total analysis of GDP in Inner Mongolia Province based on night light data","author":"Yuan","year":"2016","journal-title":"J Anyang Norm Univ."},{"issue":"4","key":"10.3233\/JCM-226155_ref13","first-page":"108","article-title":"Spatialization of PROVINCIAL GDP statistics based on DMSP\/OLS nighttime light data: A case study of Guangxi Zhuang Autonomous Region","volume":"30","author":"Yang","year":"2014","journal-title":"Geogr Geo-Inf Sci."},{"issue":"12","key":"10.3233\/JCM-226155_ref14","first-page":"1427","article-title":"Spatial expansion and correlation of Urban human settlements in China: Based on integrated DMSP\/OLS and NPP\/VIIRS Night light remote sensing data","volume":"37","author":"Sun","year":"2021","journal-title":"Res Develop Mark."},{"issue":"5","key":"10.3233\/JCM-226155_ref15","first-page":"837","article-title":"Study on spatiotemporal evolution of urban structure in the Yangtze River Delta integrating DMSP\/OLS and NPP\/VIIRS nighttime light remote sensing data","volume":"23","author":"Xu","year":"2021","journal-title":"J Earth Inf Sci."}],"container-title":["Journal of Computational Methods in Sciences and Engineering"],"original-title":[],"link":[{"URL":"https:\/\/content.iospress.com\/download?id=10.3233\/JCM-226155","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,21]],"date-time":"2026-04-21T22:06:30Z","timestamp":1776809190000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/full\/10.3233\/JCM-226155"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,9,5]]},"references-count":15,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.3233\/jcm-226155","relation":{},"ISSN":["1472-7978","1875-8983"],"issn-type":[{"value":"1472-7978","type":"print"},{"value":"1875-8983","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,9,5]]}}}