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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Main Authors: Xin Li, Taoyang Wang, Guo Zhang, Boyang Jiang, Peng Jia, Zhuxi Zhang, Yuan Zhao
Format: Article
Language:English
Published: MDPI AG 2019-09-01
Series:Remote Sensing
Subjects:
Online Access:https://www.mdpi.com/2072-4292/11/18/2097
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spelling 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
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AT boyangjiang planarblockadjustmentforchinaslandregionswithluojia101nighttimelightimagery
AT pengjia planarblockadjustmentforchinaslandregionswithluojia101nighttimelightimagery
AT zhuxizhang planarblockadjustmentforchinaslandregionswithluojia101nighttimelightimagery
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