Citation: | ZHONG Qianqian, XIAO Rui, CAO Hanrui, LI Xi, WU Ji. Evaluation of Qimingxing⁃1 Nighttime Light Image[J]. Geomatics and Information Science of Wuhan University, 2023, 48(8): 1273-1285. DOI: 10.13203/j.whugis20230035 |
[1] |
李德仁, 李熙. 论夜光遥感数据挖掘[J]. 测绘学报, 2015, 44(6): 591-601. https://www.cnki.com.cn/Article/CJFDTOTAL-CHXB201506002.htm
Li Deren, Li Xi. An Overview on Data Mining of Nighttime Light Remote Sensing[J]. Acta Geodaetica et Cartographica Sinica, 2015, 44(6): 591-601. https://www.cnki.com.cn/Article/CJFDTOTAL-CHXB201506002.htm
|
[2] |
Levin N, Kyba C D, Zhang Q L, et al. Remote Sensing of Night Lights: A Review and an Outlook for the Future[J]. Remote Sensing of Environment, 2020, 237: 111443. doi: 10.1016/j.rse.2019.111443
|
[3] |
Elvidge C D, Baugh K E, Kihn E A, et al. Relation Between Satellite Observed Visible-Near Infrared Emissions, Population, Economic Activity and Electric Power Consumption[J]. International Journal of Remote Sensing, 1997, 18(6): 1373-1379. doi: 10.1080/014311697218485
|
[4] |
Elvidge C D, Baugh K E, Zhizhin M, et al. VIIRS Night-Time Lights[J]. International Journal of Remote Sensing, 2017, 38(21): 5860-5879. doi: 10.1080/01431161.2017.1342050
|
[5] |
Elvidge C D, Baugh K E, Zhizhin M, et al. Why VIIRS Data are Superior to DMSP for Mapping Nighttime Lights[J]. Proceedings of the Asia⁃Pacific Advanced Network, 2013, 35: 62. doi: 10.7125/APAN.35.7
|
[6] |
余柏蒗, 王丛笑, 宫文康, 等. 夜间灯光遥感与城市问题研究: 数据、方法、应用和展望[J]. 遥感学报, 2021, 25(1): 342-364. https://www.cnki.com.cn/Article/CJFDTOTAL-YGXB202101024.htm
Yu Bailiang, Wang Congxiao, Gong Wenkang, et al. Nighttime Light Remote Sensing and Urban Studies: Data, Methods, Applications, and Prospects[J]. Journal of Remote Sensing, 2021, 25(1): 342-364. https://www.cnki.com.cn/Article/CJFDTOTAL-YGXB202101024.htm
|
[7] |
Xie Y H, Weng Q H, Fu P. Temporal Variations of Artificial Nighttime Lights and Their Implications for Urbanization in the Conterminous United States, 2013—2017[J]. Remote Sensing of Environment, 2019, 225: 160-174. doi: 10.1016/j.rse.2019.03.008
|
[8] |
Zhou Y Y, Smith S J, Elvidge C D, et al. A Cluster-Based Method to Map Urban Area from DMSP/OLS Nightlights[J]. Remote Sensing of Environment, 2014, 147: 173-185. doi: 10.1016/j.rse.2014.03.004
|
[9] |
张霖, 李熙. 夜光遥感视角下的巴基斯坦区域发展差异分析[J]. 武汉大学学报(信息科学版), 2022, 47(2): 269-279. doi: 10.13203/j.whugis20210057
Zhang Lin, Li Xi. Analysis on Disparity of Regional Development in Pakistan Under Perspective of Nighttime Light Remote Sensing[J]. Geomatics and Information Science of Wuhan University, 2022, 47(2): 269-279. doi: 10.13203/j.whugis20210057
|
[10] |
陈宇伦, 陈丹妮, 李熙. 利用城市公共摄像头分析夜间灯光变化规律[J]. 武汉大学学报(信息科学版), 2022, 47(8): 1318-1327. doi: 10.13203/j.whugis20220235
Chen Yulun, Chen Danni, Li Xi. Analysis of Night Lighting Change Law by Using Urban Public Cameras[J]. Geomatics and Information Science of Wuhan University, 2022, 47(8): 1318-1327. doi: 10.13203/j.whugis20220235
|
[11] |
Forbes D J. Multi-scale Analysis of the Relationship Between Economic Statistics and DMSP-OLS Night Light Images[J]. GIScience & Remote Sensing, 2013, 50(5): 483-499.
|
[12] |
Small C, Pozzi F, Elvidge C D. Spatial Analysis of Global Urban Extent from DMSP-OLS Night Lights[J]. Remote Sensing of Environment, 2005, 96(3): 277-291.
|
[13] |
汪韬阳, 张过, 李沛然, 等. 基于DMSP/OLS夜光遥感影像的城市扩张政策驱动因素分析[J]. 测绘学报, 2018, 47(11): 1466-1473. doi: 10.11947/j.AGCS.2018.20170353
Wang Taoyang, Zhang Guo, Li Peiran, et al. Analysis on the Driving Factors of Urban Expansion Policy Based on DMSP/OLS Remote Sensing Image[J]. Acta Geodaetica et Cartographica Sinica, 2018, 47(11): 1466-1473. doi: 10.11947/j.AGCS.2018.20170353
|
[14] |
陈晋, 卓莉, 史培军, 等. 基于DMSP/OLS数据的中国城市化过程研究: 反映区域城市化水平的灯光指数的构建[J]. 遥感学报, 2003, 7(3): 168-175. https://www.cnki.com.cn/Article/CJFDTOTAL-YGXB200303001.htm
Chen Jin, Zhuo Li, Shi Peijun, et al. The Study on Urbanization Process in China Based on DMSP/OLS Data: Development of a Light Index for Urbanization Level Estimation[J]. Journal of Remote Sensing, 2003, 7(3): 168-175. https://www.cnki.com.cn/Article/CJFDTOTAL-YGXB200303001.htm
|
[15] |
李熙, 巩钰. 夜间灯光遥感视角下的中国对中亚地区援助效果评估[J]. 武汉大学学报(信息科学版), 2023, DOI: 10.13203/j.whugis20220478
Li Xi, Gong Yu. Evaluation of China's Aid to Central Asia from the Perspective of Night-Time Light Remote Sensing [J]. Geomatics and Information Science of Wuhan University, 2023, DOI: 10.13203/j.whugis20220478.
|
[16] |
Li H L, Peng J, Liu Y X, et al. Urbanization Impact on Landscape Patterns in Beijing City, China: A Spatial Heterogeneity Perspective[J]. Ecological Indicators, 2017, 82: 50-60. doi: 10.1016/j.ecolind.2017.06.032
|
[17] |
Zhao X, Li X, Zhou Y Y, et al. Analyzing Urban Spatial Connectivity Using Night Light Observations: A Case Study of Three Representative Urban Agglomerations in China[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020, 13: 1097-1108. doi: 10.1109/JSTARS.2020.2980514
|
[18] |
Li X, Xu H M, Chen X L, et al. Potential of NPP-VIIRS Nighttime Light Imagery for Modeling the Regional Economy of China[J]. Remote Sensing, 2013, 5(6): 3057-3081. doi: 10.3390/rs5063057
|
[19] |
Bennett M M, Smith L C. Advances in Using Multitemporal Night-Time Lights Satellite Imagery to Detect, Estimate, and Monitor Socioeconomic Dynamics[J]. Remote Sensing of Environment, 2017, 192: 176-197. doi: 10.1016/j.rse.2017.01.005
|
[20] |
Jiang W, He G J, Long T F, et al. Potentiality of Using Luojia 1-01 Nighttime Light Imagery to Investigate Artificial Light Pollution[J]. Sensors, 2018, 18(9): 2900. doi: 10.3390/s18092900
|
[21] |
Jiang W, He G J, Leng W C, et al. Characterizing Light Pollution Trends Across Protected Areas in China Using Nighttime Light Remote Sensing Data[J]. ISPRS International Journal of Geo⁃Information, 2018, 7(7): 243. doi: 10.3390/ijgi7070243
|
[22] |
Li X, Li X Y, Li D R, et al. A Preliminary Investigation of Luojia-1 Night-Time Light Imagery[J]. Remote Sensing Letters, 2019, 10(6): 526-535. doi: 10.1080/2150704X.2019.1577573
|
[23] |
Li X, Zhao L X, Li D R, et al. Mapping Urban Extent Using Luojia 1-01 Nighttime Light Imagery[J]. Sensors, 2018, 18(11): 3665. doi: 10.3390/s18113665
|
[24] |
李德仁, 张过, 沈欣, 等. 珞珈一号01星夜光遥感设计与处理[J]. 遥感学报, 2019, 23(6): 1011-1022. https://www.cnki.com.cn/Article/CJFDTOTAL-YGXB201906001.htm
Li Deren, Zhang Guo, Shen Xin, et al. Design and Processing Night Light Remote Sensing of LJ1-01 Satellite[J]. Journal of Remote Sensing, 2019, 23(6): 1011-1022. https://www.cnki.com.cn/Article/CJFDTOTAL-YGXB201906001.htm
|
[25] |
厉飞, 闫庆武, 邹雅婧, 等. 利用夜间灯光POI的城市建成区提取精度研究: 以珞珈一号01星和NPP/VIIRS夜间灯光影像为例[J]. 武汉大学学报(信息科学版), 2021, 46(6): 825-835. doi: 10.13203/j.whugis20190266
Li Fei, Yan Qingwu, Zou Yajing, et al. Extraction Accuracy of Urban Built-up Area Based on Nighttime Light Data and POI: A Case Study of Luojia 1-01 and NPP/VIIRS Nighttime Light Images[J]. Geomatics and Information Science of Wuhan University, 2021, 46(6): 825-835. doi: 10.13203/j.whugis20190266
|
[26] |
刘权毅, 詹庆明, 李建松, 等. 珞珈一号夜间灯光影像在建设用地提取中的应用: 以武汉市为例[J]. 武汉大学学报(信息科学版), 2021, 46(1): 30-39. doi: 10.13203/j.whugis20190376
Liu Quanyi, Zhan Qingming, Li Jiansong, et al. Extracting Built-Up Areas Using Luojia-1: A Nighttime Light Imageries in Wuhan, China[J]. Geomatics and Information Science of Wuhan University, 2021, 46(1): 30-39. doi: 10.13203/j.whugis20190376
|
[27] |
Meijer J R, Huijbregts M A J, Schotten K C G J, et al. Global Patterns of Current and Future Road Infrastructure[J]. Environmental Research Letters, 2018, 13(6): 064006.
|
[28] |
Cheng F Y, Liu S L, Hou X Y, et al. Urban Land Extraction Using DMSP/OLS Nighttime Light Data and OpenStreetMap Datasets for Cities in China at Different Development Levels[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2018, 11(8): 2587-2599.
|
[29] |
Wang L Y, Fan H, Wang Y K. An Estimation of Housing Vacancy Rate Using NPP-VIIRS Night-Time Light Data and OpenStreetMap Data[J]. International Journal of Remote Sensing, 2019, 40(22): 8566-8588.
|
[30] |
Wang C X, Chen Z Q, Yang C S, et al. Analyzing Parcel-Level Relationships Between Luojia 1-01 Nighttime Light Intensity and Artificial Surface Features Across Shanghai, China: A Comparison with NPP-VIIRS Data[J]. International Journal of Applied Earth Observation and Geoinformation, 2020, 85: 101989.
|
[31] |
Schwind P, Storch T. Georeferencing Urban Nighttime Lights Imagery Using Street Network Maps[J]. Remote Sensing, 2022, 14(11): 2671.
|
[32] |
Zhao M, Zhou Y Y, Li X C, et al. Building a Series of Consistent Night-Time Light Data (1992–2018) in Southeast Asia by Integrating DMSP-OLS and NPP-VIIRS[J]. IEEE Transactions on Geoscience and Remote Sensing, 2020, 58(3): 1843-1856.
|
[33] |
Yang Y L, Ma M G, Zhu X B, et al. Research on Spatial Characteristics of Metropolis Development Using Nighttime Light Data: NTL Based Spatial Characteristics of Beijing[J]. PLOS One, 2020, 15(11): e0242663.
|
[34] |
Shen Z Y, Zhu X L, Cao X, et al. Measurement of Blooming Effect of DMSP-OLS Nighttime Light Data Based on NPP-VIIRS Data[J]. Annals of GIS, 2019, 25(2): 153-165.
|
[35] |
Zhou Q, Zheng Y M, Shao J Y, et al. An Improved Method of Determining Human Population Distribution Based on Luojia 1-01 Nighttime Light Imagery and Road Network Data—A Case Study of the City of Shenzhen[J]. Sensors (Basel, Switzerland), 2020, 20(18): 5032.
|
[36] |
JTG B01—2014. 公路工程技术标准[S]. 北京: 人民交通出版社, 2014.
JTG B01—2014. Technical Standard of Highway Engineering[S]. Beijing: China Communication Press, 2014
|
[37] |
Wang N C, Liu Y F, Wang J Z, et al. Investigating the Potential of Using POI and Nighttime Light Data to Map Urban Road Safety at the Micro-Level: A Case in Shanghai, China[J]. Sustainability, 2019, 11(17): 4739.
|
[38] |
Silverman B W. Density Estimation for Statistics and Data Analysis[M]. London: Chapman and Hall, 1986.
|
[39] |
Xu H M, Li X. Evaluating Spatial Details of Luojia-1 Night-Time Images Using Road Network Analysis[M]// Singapore: Springer Singapore, 2020.
|
[40] |
Gao J Q, Wang B B, Wang Z Y, et al. A Wavelet Transform-Based Image Segmentation Method[J]. Optik, 2020, 208: 164123.
|
[41] |
Liu Y, Chen X, Wang Z F, et al. Deep Learning for Pixel-Level Image Fusion: Recent Advances and Future Prospects[J]. Information Fusion, 2018, 42: 158-173.
|
[42] |
Aymaz S, Köse C. A Novel Image Decomposition-Based Hybrid Technique with Super-Resolution Method for Multi-focus Image Fusion[J]. Information Fusion, 2019, 45: 113-127.
|
[43] |
Levin N, Zhang Q L. A Global Analysis of Factors Controlling VIIRS Nighttime Light Levels from Densely Populated Areas[J]. Remote Sensing of Environment, 2017, 190: 366-382.
|
[1] | NIU Quanfu, LIU Mingzhi, ZHANG Man, CHENG Weiming. Vegetation Dynamic Change and Its Response to Climate and Topography in Altay Region of Xinjiang in Recent 20 Years[J]. Geomatics and Information Science of Wuhan University, 2023, 48(9): 1522-1530. DOI: 10.13203/j.whugis20210189 |
[2] | ZHANG Chen, HE Biao, GUO Renzhong, MA Ding, CHEN Yebin. A Data Conversion Method from Oblique Photogrammetric 3D Models to Renderable Assets in Unreal Engine 4[J]. Geomatics and Information Science of Wuhan University, 2023, 48(4): 514-524. DOI: 10.13203/j.whugis20210574 |
[3] | WANG Pengxin, CHEN Chi, ZHANG Yue, ZHANG Shuyu, LIU Junming. Estimation of Winter Wheat Yield Using Assimilated Bi-variables and PCA-Copula Method[J]. Geomatics and Information Science of Wuhan University, 2022, 47(8): 1201-1212. DOI: 10.13203/j.whugis20220038 |
[4] | LEI Lei, LI Zhenhong, YANG Hao, YANG Guijun. Extraction of the Leaf Area Density of Maize Using UAV-LiDAR Data[J]. Geomatics and Information Science of Wuhan University, 2021, 46(11): 1737-1745. DOI: 10.13203/j.whugis20200674 |
[5] | YU Ying, SONG Zhangliang, FAN Wenyi, YANG Xiguang. Scale Conversion from Canopy Spectra to Leaf Spectra[J]. Geomatics and Information Science of Wuhan University, 2018, 43(10): 1560-1565, 1573. DOI: 10.13203/j.whugis20160552 |
[6] | QIN Zhanfei, SHEN Jian, XIE Baoni, YAN Lin, CHANG Qingrui. Hyperspectral Estimation Model for Predicting LAI of Rice in Ningxia Irrigation Zone[J]. Geomatics and Information Science of Wuhan University, 2017, 42(8): 1159-1166. DOI: 10.13203/j.whugis20150132 |
[7] | ZHANG Xun, ZHONG Ershun, ZHANG Xiaohu, WANG Shaohua, LI Shaojun. A Modified Algorithm to Construct Gridded Area Cartogramsby Scale Effect Index[J]. Geomatics and Information Science of Wuhan University, 2015, 40(8): 1100-1104. DOI: 10.13203/j.whugis20130370 |
[8] | LIU Hui. Extraction of the Floor Area Ratio in the Central District of Fuzhou Cit y Based on an Improved Shadow Index Model[J]. Geomatics and Information Science of Wuhan University, 2014, 39(10): 1241-1247. |
[9] | XIONG Jinguo, WANG Shixin, ZHOU Yi, Yan Fuli. Influence of Landscape Pattern Index on the Area Extracted from ETM~+ and MODIS[J]. Geomatics and Information Science of Wuhan University, 2011, 36(1): 98-103. |
[10] | WANG Xiaohong, LIU Yaolin, DU Xiao. Drought Monitoring Using Vegetation Leaf Water in China[J]. Geomatics and Information Science of Wuhan University, 2007, 32(6): 498-501. |