An Overview of Passive and Active Dust Detection Methods Using Satellite Measurements

In this paper,the methods to detect dust based on passive and active measurements from satellites have been summarized.These include the visible and infrared(VIR) method,thermal infrared(TIR) method,microwave polarized index(MPI) method,active lidar-based method,and combined lidar and infrared measu...

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Published inActa meteorologica Sinica Vol. 28; no. 6; pp. 1029 - 1040
Main Author 陈斌 张鹏 张北斗 贾瑞 张芝娟 王天河 周天
Format Journal Article
LanguageEnglish
Published Heidelberg The Chinese Meteorological Society 01.12.2014
Key Laboratory for Semi-Arid Climate Change of the Ministry of Education, College of Atmospheric Sciences,Lanzhou University, Lanzhou 730000%National Satellite Meteorological Center, China Meteorological Administration, Beijing 100081
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ISSN0894-0525
2095-6037
2198-0934
2191-4788
DOI10.1007/s13351-014-4032-4

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Abstract In this paper,the methods to detect dust based on passive and active measurements from satellites have been summarized.These include the visible and infrared(VIR) method,thermal infrared(TIR) method,microwave polarized index(MPI) method,active lidar-based method,and combined lidar and infrared measurement(CLIM) method.The VIR method can identify dust during daytime.Using measurements at wavelengths of 8.5,11.0,and 12.0 fan,the TIR method can distinguish dust from other types of aerosols and cloud,and identify the occurrence of dust over bright surfaces and during night.Since neither the VIR nor the TIR method can penetrate ice clouds,they cannot detect dust beneath ice clouds.The MPI method,however,can identify about 85%of the dust beneath ice clouds.Meanwhile,the active lidar-based method,which uses the Cloud-Aerosol Lidar with Orthogonal Polarization(CALIOP) data and five-dimensional probability distribution functions,can provide very high-resolution vertical profiles of dust aerosols.Nonetheless,as the signals from dense dust and thin clouds are similar in the CALIOP measurements,the lidar-based method may fail to distinguish between them,especially over dust source regions.To address this issue,the CLIM method was developed,which takes the advantages of both TIR measurements(to discriminate between ice cloud and dense dust layers) and lidar measurements(to detect thin dust and water cloud layers).The results obtained by using the new CLIM method show that the ratio of dust misclassification has been significantly reduced.Finally,a concept module for an integrated multi-satellites dust detection system was proposed to overcome some of the weaknesses inherent in the single-sensor dust detection.
AbstractList In this paper,the methods to detect dust based on passive and active measurements from satellites have been summarized.These include the visible and infrared(VIR) method,thermal infrared(TIR) method,microwave polarized index(MPI) method,active lidar-based method,and combined lidar and infrared measurement(CLIM) method.The VIR method can identify dust during daytime.Using measurements at wavelengths of 8.5,11.0,and 12.0 fan,the TIR method can distinguish dust from other types of aerosols and cloud,and identify the occurrence of dust over bright surfaces and during night.Since neither the VIR nor the TIR method can penetrate ice clouds,they cannot detect dust beneath ice clouds.The MPI method,however,can identify about 85%of the dust beneath ice clouds.Meanwhile,the active lidar-based method,which uses the Cloud-Aerosol Lidar with Orthogonal Polarization(CALIOP) data and five-dimensional probability distribution functions,can provide very high-resolution vertical profiles of dust aerosols.Nonetheless,as the signals from dense dust and thin clouds are similar in the CALIOP measurements,the lidar-based method may fail to distinguish between them,especially over dust source regions.To address this issue,the CLIM method was developed,which takes the advantages of both TIR measurements(to discriminate between ice cloud and dense dust layers) and lidar measurements(to detect thin dust and water cloud layers).The results obtained by using the new CLIM method show that the ratio of dust misclassification has been significantly reduced.Finally,a concept module for an integrated multi-satellites dust detection system was proposed to overcome some of the weaknesses inherent in the single-sensor dust detection.
In this paper, the methods to detect dust based on passive and active measurements from satellites have been summarized. These include the visible and infrared (VIR) method, thermal infrared (TIR) method, microwave polarized index (MPI) method, active lidar-based method, and combined lidar and infrared measurement (CLIM) method. The VIR method can identify dust during daytime. Using measurements at wavelengths of 8.5, 11.0, and 12.0 µm, the TIR method can distinguish dust from other types of aerosols and cloud, and identify the occurrence of dust over bright surfaces and during night. Since neither the VIR nor the TIR method can penetrate ice clouds, they cannot detect dust beneath ice clouds. The MPI method, however, can identify about 85% of the dust beneath ice clouds. Meanwhile, the active lidar-based method, which uses the Cloud-Aerosol Lidar with Orthogonal Polarization (CALIOP) data and five-dimensional probability distribution functions, can provide very high-resolution vertical profiles of dust aerosols. Nonetheless, as the signals from dense dust and thin clouds are similar in the CALIOP measurements, the lidar-based method may fail to distinguish between them, especially over dust source regions. To address this issue, the CLIM method was developed, which takes the advantages of both TIR measurements (to discriminate between ice cloud and dense dust layers) and lidar measurements (to detect thin dust and water cloud layers). The results obtained by using the new CLIM method show that the ratio of dust misclassification has been significantly reduced. Finally, a concept module for an integrated multi-satellites dust detection system was proposed to overcome some of the weaknesses inherent in the single-sensor dust detection.
In this paper, the methods to detect dust based on passive and active measurements from satellites have been summarized. These include the visible and infrared (VIR) method, thermal infrared (TIR) method, microwave polarized index (MPI) method, active lidar-based method, and combined lidar and infrared measurement (CLIM) method. The VIR method can identify dust during daytime. Using measurements at wavelengths of 8.5, 11.0, and 12.0 mu m, the TIR method can distinguish dust from other types of aerosols and cloud, and identify the occurrence of dust over bright surfaces and during night. Since neither the VIR nor the TIR method can penetrate ice clouds, they cannot detect dust beneath ice clouds. The MPI method, however, can identify about 85% of the dust beneath ice clouds. Meanwhile, the active lidar-based method, which uses the Cloud-Aerosol Lidar with Orthogonal Polarization (CALIOP) data and five-dimensional probability distribution functions, can provide very high-resolution vertical profiles of dust aerosols. Nonetheless, as the signals from dense dust and thin clouds are similar in the CALIOP measurements, the lidar-based method may fail to distinguish between them, especially over dust source regions. To address this issue, the CLIM method was developed, which takes the advantages of both TIR measurements (to discriminate between ice cloud and dense dust layers) and lidar measurements (to detect thin dust and water cloud layers). The results obtained by using the new CLIM method show that the ratio of dust misclassification has been significantly reduced. Finally, a concept module for an integrated multi-satellites dust detection system was proposed to overcome some of the weaknesses inherent in the single-sensor dust detection.
Author 陈斌 张鹏 张北斗 贾瑞 张芝娟 王天河 周天
AuthorAffiliation Key Laboratory for Semi-Arid Climate Change of the Ministry of Education, College of Atmospheric Sciences, Lanzhou University, Lanzhou 730000 National Satellite Meteorological Center, China Meteorological Administration, Beijing 100081
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passive and active measurements
dust detection
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In this paper,the methods to detect dust based on passive and active measurements from satellites have been summarized.These include the visible and infrared(VIR) method,thermal infrared(TIR) method,microwave polarized index(MPI) method,active lidar-based method,and combined lidar and infrared measurement(CLIM) method.The VIR method can identify dust during daytime.Using measurements at wavelengths of 8.5,11.0,and 12.0 fan,the TIR method can distinguish dust from other types of aerosols and cloud,and identify the occurrence of dust over bright surfaces and during night.Since neither the VIR nor the TIR method can penetrate ice clouds,they cannot detect dust beneath ice clouds.The MPI method,however,can identify about 85%of the dust beneath ice clouds.Meanwhile,the active lidar-based method,which uses the Cloud-Aerosol Lidar with Orthogonal Polarization(CALIOP) data and five-dimensional probability distribution functions,can provide very high-resolution vertical profiles of dust aerosols.Nonetheless,as the signals from dense dust and thin clouds are similar in the CALIOP measurements,the lidar-based method may fail to distinguish between them,especially over dust source regions.To address this issue,the CLIM method was developed,which takes the advantages of both TIR measurements(to discriminate between ice cloud and dense dust layers) and lidar measurements(to detect thin dust and water cloud layers).The results obtained by using the new CLIM method show that the ratio of dust misclassification has been significantly reduced.Finally,a concept module for an integrated multi-satellites dust detection system was proposed to overcome some of the weaknesses inherent in the single-sensor dust detection.
dust detection integrated multi-sensors passive and active measurements
CHEN Bin, ZHANG Peng, ZHANG Beidou, JIA Rui( 1 Key Laboratory for Semi-Arid Climate Change of the Ministry of Education, College of Atmospheric Sciences, Lanzhou University, Lanzhou 730000 2 National Satellite Meteorological Center, China Meteorological Administration, Beijing 100081)
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Snippet In this paper,the methods to detect dust based on passive and active measurements from satellites have been summarized.These include the visible and...
In this paper, the methods to detect dust based on passive and active measurements from satellites have been summarized. These include the visible and infrared...
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proquest
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SubjectTerms Atmospheric Protection/Air Quality Control/Air Pollution
Atmospheric Sciences
Earth and Environmental Science
Earth Sciences
Geophysics and Environmental Physics
IR方法
Meteorology
MPI方法
卫星测量
无源
有源
沙尘气溶胶
激光雷达
粉尘检测
Title An Overview of Passive and Active Dust Detection Methods Using Satellite Measurements
URI http://lib.cqvip.com/qk/88418X/201406/663470887.html
https://link.springer.com/article/10.1007/s13351-014-4032-4
https://www.proquest.com/docview/1660430638
https://d.wanfangdata.com.cn/periodical/qxxb-e201406002
Volume 28
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