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A NEW METHOD FOR NOISE REMOVAL IN NPP-VIIRS MONTHLY NIGHTTIME LIGHT IMAGERY OVER THE SAHEL REGION

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成果类型:
会议论文
作者:
Yuan, Xiaotian;Jia, Li*;Zhou, Jie;Menenti, Massimo;Chen, Qiting
通讯作者:
Jia, Li
作者机构:
[Chen, Qiting; Menenti, Massimo; Yuan, Xiaotian; Jia, Li] Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Beijing, Peoples R China.
[Yuan, Xiaotian] Univ Chinese Acad Sci, Beijing, Peoples R China.
[Zhou, Jie] Cent China Normal Univ, Coll Urban & Environm Sci, Key Lab Geog Proc Anal & Simulat Hubei Prov, Wuhan, Peoples R China.
[Zhou, Jie; Menenti, Massimo] Delft Univ Technol, Delft, Netherlands.
通讯机构:
[Jia, Li] C
Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Beijing, Peoples R China.
语种:
英文
关键词:
Nighttime Light;NPP-VIIRS;Human activity;Sahel
期刊:
2019 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2019)
ISSN:
2153-6996
年:
2019
页码:
7467-7470
会议名称:
IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
会议论文集名称:
IEEE International Symposium on Geoscience and Remote Sensing IGARSS
会议时间:
JUL 28-AUG 02, 2019
会议地点:
Yokohama, JAPAN
会议主办单位:
[Yuan, Xiaotian;Jia, Li;Menenti, Massimo;Chen, Qiting] Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Beijing, Peoples R China.^[Yuan, Xiaotian] Univ Chinese Acad Sci, Beijing, Peoples R China.^[Zhou, Jie] Cent China Normal Univ, Coll Urban & Environm Sci, Key Lab Geog Proc Anal & Simulat Hubei Prov, Wuhan, Peoples R China.^[Zhou, Jie;Menenti, Massimo] Delft Univ Technol, Delft, Netherlands.
会议赞助商:
Inst Elect & Elect Engineers, Inst Elect & Elect Engineers, Geoscience & Remote Sensing Soc
出版地:
345 E 47TH ST, NEW YORK, NY 10017 USA
出版者:
IEEE
ISBN:
978-1-5386-9154-0
基金类别:
National Natural Science Foundation of ChinaNational Natural Science Foundation of China (NSFC) [41661144022]; Strategic Priority Research Program of the Chinese Academy of SciencesChinese Academy of Sciences [XDA19030203]; SAFEA Long-Term-Projects of the 1000 Talent Plan for High-Level Foreign Experts [WQ20141100224]
机构署名:
本校为其他机构
院系归属:
城市与环境科学学院
摘要:
The monthly nighttime light data observed by the Visible Infrared Imaging Radiometer Suite (VIIRS) sensor onboard the National Polar-orbiting Partnership (NPP) satellite are useful to assess human activities. However, noise in the VIIRS data and unstable power supply in many areas often limit its application in detecting anthropic activities. This study aims to develop a new method (i.e., Patches Denoising Method, PDM) to remove noise in the VIIRS monthly nighttime light data towards better information on anthropic activities. The new synthesized data were examined in the Sahel region where th...

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