Planar Block Adjustment for China’s Land Regions with LuoJia1-01 Nighttime Light Imagery
The Luojia1-01 satellite provides high-resolution, high-sensitivity nighttime light data at a resolution of 130 m. To effectively use the Luojia1-01 nighttime light data for global applications, the problems of relative and absolute positioning accuracy should be solved. This paper proposes a high a...
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doaj-b81ed18bb53443118f122f640f0b5e6f2020-11-25T02:48:02ZengMDPI AGRemote Sensing2072-42922019-09-011118209710.3390/rs11182097rs11182097Planar Block Adjustment for China’s Land Regions with LuoJia1-01 Nighttime Light ImageryXin Li0Taoyang Wang1Guo Zhang2Boyang Jiang3Peng Jia4Zhuxi Zhang5Yuan Zhao6School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, ChinaSchool of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, ChinaState Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan 430079, ChinaSchool of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, ChinaChina Satellite Navigation Office, Beijing 100034, ChinaNational Transportation Preparation Office, Beijing 100036, ChinaChina Academy of Space Technology, Beijing 100094, ChinaThe Luojia1-01 satellite provides high-resolution, high-sensitivity nighttime light data at a resolution of 130 m. To effectively use the Luojia1-01 nighttime light data for global applications, the problems of relative and absolute positioning accuracy should be solved. This paper proposes a high accuracy regional geometric processing method of nighttime light imagery. We utilized a nighttime light image matching algorithm to obtain tie points, which are used in the planar block adjustment with ground control points. Then, orthorectification of all images is implemented. Finally, we obtain the nighttime light map of China by mosaicking all the nighttime light orthoimages. According to the experimental results for 275 Luojia1-01 images, the root mean square error of the tie points is 0.983 pixels and the root mean square error of independent checkpoints is 195.491 m (less than 1.5 pixels) after the planar block adjustment. The experimental results prove the validity and feasibility of the proposed method.https://www.mdpi.com/2072-4292/11/18/2097Luojia1-01nighttime light imageryplanar block adjustmentground control pointsaccuracy |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Xin Li Taoyang Wang Guo Zhang Boyang Jiang Peng Jia Zhuxi Zhang Yuan Zhao |
spellingShingle |
Xin Li Taoyang Wang Guo Zhang Boyang Jiang Peng Jia Zhuxi Zhang Yuan Zhao Planar Block Adjustment for China’s Land Regions with LuoJia1-01 Nighttime Light Imagery Remote Sensing Luojia1-01 nighttime light imagery planar block adjustment ground control points accuracy |
author_facet |
Xin Li Taoyang Wang Guo Zhang Boyang Jiang Peng Jia Zhuxi Zhang Yuan Zhao |
author_sort |
Xin Li |
title |
Planar Block Adjustment for China’s Land Regions with LuoJia1-01 Nighttime Light Imagery |
title_short |
Planar Block Adjustment for China’s Land Regions with LuoJia1-01 Nighttime Light Imagery |
title_full |
Planar Block Adjustment for China’s Land Regions with LuoJia1-01 Nighttime Light Imagery |
title_fullStr |
Planar Block Adjustment for China’s Land Regions with LuoJia1-01 Nighttime Light Imagery |
title_full_unstemmed |
Planar Block Adjustment for China’s Land Regions with LuoJia1-01 Nighttime Light Imagery |
title_sort |
planar block adjustment for china’s land regions with luojia1-01 nighttime light imagery |
publisher |
MDPI AG |
series |
Remote Sensing |
issn |
2072-4292 |
publishDate |
2019-09-01 |
description |
The Luojia1-01 satellite provides high-resolution, high-sensitivity nighttime light data at a resolution of 130 m. To effectively use the Luojia1-01 nighttime light data for global applications, the problems of relative and absolute positioning accuracy should be solved. This paper proposes a high accuracy regional geometric processing method of nighttime light imagery. We utilized a nighttime light image matching algorithm to obtain tie points, which are used in the planar block adjustment with ground control points. Then, orthorectification of all images is implemented. Finally, we obtain the nighttime light map of China by mosaicking all the nighttime light orthoimages. According to the experimental results for 275 Luojia1-01 images, the root mean square error of the tie points is 0.983 pixels and the root mean square error of independent checkpoints is 195.491 m (less than 1.5 pixels) after the planar block adjustment. The experimental results prove the validity and feasibility of the proposed method. |
topic |
Luojia1-01 nighttime light imagery planar block adjustment ground control points accuracy |
url |
https://www.mdpi.com/2072-4292/11/18/2097 |
work_keys_str_mv |
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