Night light directly reflects the local level of industrialization and urbanization on the one hand; on the other hand, it can also partially reflect the concentration of population. At the same time, according to the brightness of night light on the surface, it can characterize the intensity of human activities to a certain extent. Long-term series of night light data are of great reference value for urban development research.
Currently, night light data are mainly used for urban expansion research, estimation of socioeconomic factors, and other fields such as environment, disasters, fisheries, and energy.
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Urban expansion monitoring: The world is in a period of rapid development today, and the urban area range provided by traditional statistical methods often changes before it can take effect. Night light images that reflect the characteristics of human activities take towns as the target area, providing an accurate, direct, economical, and time-saving method for urban expansion monitoring.
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Estimation of socioeconomic factors: The contrast between bright and dark areas on light images makes it a powerful tool for studying intensive human activities and their impacts. Obviously, there is a positive correlation between light intensity and socioeconomic factors. This quantitative relationship can be used to carry out socioeconomic factor estimation research, such as urbanization level estimation, population distribution estimation, GDP, energy consumption, carbon emissions and other factor estimation
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Other aspects: In addition to socioeconomic data research, night light images have also been tried to be applied to the environment, disasters, fisheries, energy and other fields. At present, some exploratory studies have been carried out using this image in the spatial analysis of light pollution propagation, fire control and resource protection, fishery monitoring, and natural gas burning monitoring.
CnOpenData has launched night light raster data for provinces, cities and counties in China. According to the administrative division levels of provinces, prefecture-level cities, districts and counties, it is divided into three tables, mainly providing the mean data of night lights.
Time interval
1992-2022
Field display
China night light raster data - provincial level | China night light raster data - prefecture-level | China night light raster data - district-county level |
---|---|---|
Provincial name | Provincial name | Provincial name |
Provincial code | Provincial administrative code | Provincial administrative code |
Year | Municipal name | Municipal name |
Nighttime light average | Municipal administrative code | Municipal administrative code |
Year | District and county name | |
Nighttime light average | District and county administrative division code | |
Year | ||
Nighttime light average |
Sample data
Medium National night light grid data - provincial level
Provincial name | Provincial code | Year | Average night light |
---|---|---|---|
Qinghai Province | 630000 | 2014 | 0.126890911 |
Ningxia Hui Autonomous Region Region | 640000 | 2014 | 3.344287227 |
Xinjiang Uygur Autonomous Region | 650000 | 2014 | 0.422017904 |
Macao Special Administrative Region | 820000 | 2014 | 60.55769231 |
Beijing | 110000 | 2015 | 19.13341456 |
Tianjin | 120000 | 2015 | 28.20618642 |
Hebei Province | 130000 | 2015 | 6.08607 6661 |
Shanxi Province | 140000 | 2015 | 4.166637962 |
Inner Mongolia Autonomous Region | 150000 | 2015 | 0.445325385 |
Liaoning Province | 210000 | 2015 | 5.337822967 |
Jilin Province | 220000 | 2015 | 2.064554126 |
Heilongjiang Province | 230000 | 2015 | 1.310781508 |
Shanghai | 310000 | 2015 | 44.06499188 |
Jiangsu Province | 320000 | 2015 | 17.31719133 |
Zhejiang Province | 330000 | 2015 | 12.66804333 |
Anhui Province | 340000< /td> | 2015 | 5.154746192 |
Fujian Province | 350000 | 2015 | 6.290842814 |
Jiangxi Province | 360 000 | 2015 | 1.791983944 |
Shandong Province | 2015 | 10.34149031 | |
Henan Province | 410000 | 2015 | 5.857592912 |
Hubei Province | 420000 | 2015 | 2.697817505 |
Hunan Province | 430000 | 2015 | 1.952662554 |
Guangdong Province | 440000 | 2015 | 9.477327403 |
450000 | 2015 | 1.85732873 | |
Hainan Province | 460000 | 2015 | 5.085349841 |
Chongqing City | 500000 | 2015 | 2.884291002 |
Sichuan Province | 510000 | 2015 | 1.28686594 |
Guizhou Province | 520000 | 2015 | 1.779575725 |
Yunnan Province | 530000 | 2015 | 1.059342162 |
Tibet Autonomous Region | 540000 | 2015 | 0.02 9436056 |
Shaanxi Province | 610000 | 2015 | 2.997888427 |
Gansu Province | 620000 | 2015 | |
Qinghai Province | 630000 | 2015 | 0.127859872 |
Ningxia Hui Autonomous Region | 640000 | 2015 | 3.032418905 |
Xinjiang Uygur Autonomous Region | 650000 | 2015 | 0.425776343 |
Macao Special Administrative Region | 8200 00 | 2015 | 60.57692308 |
Beijing | 110000 | 2016 | 19.80097472 |
Tianjin | 1 20000 | 2016 | 27.73186668 |
Hebei Province | 130000 | 2016 | 5.757328213 |
China Night Light Grid Data - City Level
Provincial Name | Provincial Administrative Division Code | City Level Name | City Level Administrative Division Code | Year | |
---|---|---|---|---|---|
Henan Province | 410000 | Sanmenxia City | 411200 | 2011 | 2.981578418 |
Henan Province | 410000 | Nanyang City | 411300 | 2011 | 3.395546849 |
Henan Province | 410000 | Shangqiu City | 411400 | 2011 | 6.429999066 |
Henan Province | 410000 | Xinyang City | 411500 | 2011 | 2 .224083272 |
Henan Province | 410000 | Zhoukou City | 411600 | 2011 | 5.094180513 |
Henan Province | 410000 | Zhumadian City | 411700 | 2011 | 3.529891 304 |
Henan Province | 410000 | Jiyuan City | 419001 | 2011 | 6.111463286 |
Hubei Province | 42000 0 | Wuhan City | 420100 | 2011 | 13.27929187 |
Hubei Province | 420000 | Huangshi City | 420200 | 2011 | 4.449824715 |
Hubei Province | 420000 | Shiyan City | 420300 | 2011 | 0.90802852 |
Hubei Province | 420000 | Yichang City | 420500 | 2011 | 1.334574067 |
Hubei Province | 420000 | Xiangyang City | 420600 | 2011 | 1.872957889 |
Hubei Province | 420000 | Ezhou City | 420700 | 2011 | 8.865154379 |
Hubei Province | 420000 | Jingmen City | 420800 | 2011 | 1.348128949 |
Hubei Province | Xiaogan City | 420900 | 2011 | 3.618261456 | |
Hubei Province | 420000 | Jingzhou City | 421000 | 2011 | 1.463892637 |
Hubei Province | 42000 0 | Huanggang City | 421100 | 2011 | 2.08625043 |
Hubei Province | 420000 | Xianning City | 421200 | 2 011 | 1.697352217 |
Hubei Province | 420000 | 421300 | 2011 | 1.50213475 | |
Hubei Province | 420000 | Enshi Tujia and Miao Autonomous Prefecture | 422800 | 2011 | 0.372792621 |
Hubei Province | 420000 | Xian Tao City | 429004 | 2011 | 2.502970297 |
Hubei Province | 420000 | Qianjiang City | 429005 | 2011 | 3.102602603 |
Hubei Province | 420000 | Tianmen City | 429006 | 2011 | 2.326335878 |
Hubei Province | 420000 | Shennongjia Forest District | 429021 | 2011 | 0.201294698 |
Hunan Province | 430000 | Changsha City | 43 0100 | 2011 | 6.141153586 |
Hunan Province | 430000 | Zhuzhou City | 430200 | 2011 | 2.321817699 |
Hunan Province | 430000 | Xiangtan City | 430300 | 2011 | 4.295150669 |
Hunan Province | 430000 | Hengyang City | 430400 | 2011 | 1.705317481 |
Hunan Province | 430000 | Shaoyang City | 430500 | 201 1 | 0.830169638 |
Hunan Province | 430000 | Yueyang City | 430600 | 2011 | 1.830486821 |
Hunan Province | 430000 | Changde City | 430700 | 2011 | |
Hunan Province | 430000 | Zhangjiajie City | 430800 | 2011 | 0.537177064 |
Hunan Province | 430000 | Yiyang City | 430900 | 2011 | 0.882 276528 |
Hunan Province | 430000 | Chenzhou City | 431000 | 2011 | 1.46359261 |
Hunan Province | 430000 | Yongzhou City | 431100 | 2011 | 0.922245639 |
Hunan Province | 430000 | Huaihua City | 431200 | 2011 | 0.56405694 |
Hunan Province | 430000 | Loudi City | 431300 | 2011 | 2.443882585 |
Hunan Province | 430000 | Xiangxi Tujia and Miao Autonomous Prefecture | 433100 | 2011 | 0.3599845 |
Guangdong Province | 440000 | Guangzhou City | 440100 | 2011 | 29.06617151 |
China Night Light Grid Data - District and County Level
Provincial Name | Provincial Administrative Division Code | Municipal Name | Municipal Administrative Division Code | District and County Name | District and County Administrative Division Code | Year | Night Light Average |
---|---|---|---|---|---|---|---|
Xinjiang Uygur Autonomous Region | 650000 | Bayinguoleng Mongol Autonomous Prefecture | 652800 | Hejing County | 652827 | 2014 | 0.118458325 |
Xinjiang Uygur Autonomous Region | 650000 | Bayinguoleng Mongol Autonomous Prefecture | 65 2800 | Heshuo County | 652828 | 2014 | 0.181397537 |
Xinjiang Uygur Autonomous Region | 650000 | Bayinguoleng Mongolian Autonomous Prefecture | 652800 | Bohu County | 652829 | 2014 | 0.529035843 |
Xinjiang Uygur Autonomous Region | 650000 | Aksu Prefecture | 652900 | Aksu City | 652901 | 2014 | 0.839284476 |
Xinjiang Uygur Autonomous Region | 650000 | Aksu Prefecture | 652900 | Kuqa City | 652902 | 2014 | 2.976827586 |
Xinjiang Uygur Autonomous Region | 650000 | Aksu Prefecture | 652900 | Wensu County | 652922 | 2014 | 0.529008807 |
Xinjiang Uygur Autonomous Region | 650000 | Aksu Prefecture | 652900 | Shaya County | 652924 | 2014 | 1.526965093 |
Xinjiang Uygur Autonomous Region | 650000 | Aksu Prefecture | 652900 | Xinhe County | 652925 | 2014 | 0.645072364 |
Xinjiang Uygur Autonomous Region | 650000 | Aksu Prefecture | 652900 | Baicheng County | 652926 | 2014 | 1.276181474 |
Xinjiang Uygur Autonomous Region | 650000 | Aksu Prefecture | 652900 | Wushi County | 652927 | 2014 | 0.073286837 |
Xinjiang Uygur Autonomous Region | 650000 | Aksu Prefecture | 652900 | Awati County | 65292 8 | 2014 | 0.137053503 |
Xinjiang Uygur Autonomous Region | 650000 | Aksu Prefecture | 652900 | Keping County | 652929 | 2014 | 0.02739726 |
Xinjiang Uygur Autonomous Region | 65 0000 | Kizilsu Kirgiz Autonomous Prefecture | 653000 | Atushi City | 653001 | 2014 | 0.177761994 |
Xinjiang Uygur Autonomous Region | 650000 | Kizilsu Kirgiz Autonomous Prefecture | 653000 | Aketao County | 6530 22 | 2014 | 0.052163801 |
Xinjiang Uygur Autonomous Region | 650000 | Kizilsu Kirgiz Autonomous Prefecture | 653000 | Aheqi County | 653023 | 2014 | 0.094892426 |
Xinjiang Uygur Autonomous Region | 650000 | Kizilsu Kirgiz Autonomous Prefecture | 653000 | Wuqia County | 653024 | 2014 | 0.036306446 |
Xinjiang Uygur Autonomous Region | 650000 | Kashgar Prefecture | 653100 | Kashgar City | 65310 1 | 2014 | 9.819361277 |
Xinjiang Uygur Autonomous Region | 650000 | Kashgar Prefecture | 653100 | Shufu County | 653121 | 2014 | 1.165565345 |
Xinjiang Uygur Autonomous Region | 65 0000 | Kashgar Prefecture | 653100 | Shule County | 653122 | 2014 | 1.414431082 |
Xinjiang Uygur Autonomous Region | 650000 | Kashgar Prefecture | 653100 | Yingjisha County | 653123 | 201 4 | 0.458418442 |
Xinjiang Uygur Autonomous Region | 650000 | Kashgar Prefecture | 653100 | Zep County | 653124 | 2014 | 5.249500998 |
Xinjiang Uygur Autonomous Region | 650000 | Kashgar Prefecture | 653100 | Shache County | 653125 | 2014 | 0.621845912 |
Xinjiang Uygur Autonomous Region | 650000 | Kashgar Prefecture | 653100 | Yecheng County | 653126 | 2014 | 0.16 5313834 |
Xinjiang Uygur Autonomous Region | 650000 | Kashgar Prefecture | 653100 | Maigaiti County | 653127 | 2014 | 0.195756017 |
Xinjiang Uygur Autonomous Region | 650000 | Kashgar Prefecture | 653100 | Yuepuhu County | 653128 | 2014 | 0.560077519 |
Xinjiang Uygur Autonomous Region | 650000 | Kashgar Prefecture | 653100 | Kashi County | 653129 | 2014 | 0.277377853 |
Xinjiang Uygur Autonomous Region | 650000 | Kashgar Prefecture | 653100 | Bachu County | 653130 | 2014 | 0.155791191 |
Xinjiang Uygur Autonomous Region | 650000 | Kashgar Prefecture | 653100 | Tashikurgan Tajik Autonomous County | 653131 | 2014 | 0.013378914 |
Xinjiang Uygur Autonomous Region | 650000 | Hotan Prefecture | 653200 | Hotan City | 653201 | 2014 | 16.23809524 |
Xinjiang Uygur Autonomous Region | 650000 | Hotan Prefecture | 653200 | Hotan County | 653221 | 2014 | 0.04442443 |
Xinjiang Uygur Autonomous Region | 650000 | Hotan Prefecture | 653200 | Moyu County | 653222 | 2014 | 0.277865488 |
Xinjiang Uygur Autonomous Region | 650000 | Hotan Prefecture | 653200 | Pishan County | 653223 | 2014 | 0.069937583 |
Xinjiang Uygur Autonomous Region< /td> | 650000 | Hotan Prefecture | 653200 | Luopu County | 653224 | 2014 | 0.260798638 |
Xinjiang Uygur Autonomous Region | 650000 | Hotan Prefecture | 653200 | Cele County | 653225 | 2014 | 0.015443038 |
Xinjiang Uygur Autonomous Region | 650000 | Hotan Prefecture | 653200 | Yutian County | 653226 | 2014 | 0.018190669 |
Xinjiang Uygur Autonomous Region | 650000< /td> | Hotan Prefecture | 653200 | Minfeng County | 653227 | 2014 | 0.127149585 |
Xinjiang Uygur Autonomous Region | 650000 | Yili Kazakh Autonomous Prefecture | 654000 | Yining City | 654002 | 2014< /td> | 21.42611191 |
Xinjiang Uygur Autonomous Region | 650000 | Yili Kazakh Autonomous Prefecture | 654000 | Kuitun City | 654003 | 2014 | 13.03589744 |
Xinjiang Uygur Autonomous Region | 650000 | 654000 | Horgos City | 654004 | 2014 | 1.749229188 |
Related Literature
- Xu Kangning, Chen Fenglong, Liu Xiuyan, 2015: "The authenticity of China's economic growth: a test based on global night light data", Economic Research, No. 9.
- Xu Yang, Wu Kaiwen, 2023: "Overtime and labor income share: empirical evidence based on satellite night light", World Economy, No. 10.
Data update frequency
Annual update