8.3.12.1 Cloud Detection, Ground-Based

Chapter Contents (Back)
Cloud Detection.
See also Cloud Detection, Extraction and Removal.
See also Cloud Top Heights, Cloud-Top Analysis.

Bojanowski, J.S.[Jedrzej S.], Stöckli, R.[Reto], Tetzlaff, A.[Anke], Kunz, H.[Heike],
The Impact of Time Difference between Satellite Overpass and Ground Observation on Cloud Cover Performance Statistics,
RS(6), No. 12, 2014, pp. 12866-12884.
DOI Link 1412
BibRef

Liu, S.[Shuang], Zhang, Z.[Zhong], Xiao, B.H.[Bai-Hua], Cao, X.Z.[Xiao-Zhong],
Learning Discriminative Features for Ground-Based Cloud Classification via Mutual Information Maximization,
IEICE(E98-D), No. 7, July 2015, pp. 1422-1425.
WWW Link. 1508
BibRef

Liu, S.[Shuang], Duan, L.L.[Lin-Lin], Zhang, Z.[Zhong], Cao, X.Z.[Xiao-Zhong], Durrani, T.S.[Tariq S.],
Multimodal Ground-Based Remote Sensing Cloud Classification via Learning Heterogeneous Deep Features,
GeoRS(58), No. 11, November 2020, pp. 7790-7800.
IEEE DOI 2011
Feature extraction, Clouds, Remote sensing, Visualization, Data mining, Correlation, Shape, multimodal ground-based remote sensing cloud classification BibRef

Liu, S.[Shuang], Duan, L.L.[Lin-Lin], Zhang, Z.[Zhong], Cao, X.Z.[Xiao-Zhong], Durrani, T.S.[Tariq S.],
Ground-Based Remote Sensing Cloud Classification via Context Graph Attention Network,
GeoRS(60), 2022, pp. 1-11.
IEEE DOI 2112
Clouds, Remote sensing, Feature extraction, Transforms, Data mining, Correlation, Aggregates, Context information, ground-based remote sensing cloud classification BibRef

Zhang, Z.[Zhong], Liu, S.[Shuang], Mei, X.[Xing], Xiao, B.H.[Bai-Hua], Zheng, L.[Liang],
Learning completed discriminative local features for texture classification,
PR(67), No. 1, 2017, pp. 263-275.
Elsevier DOI 1704
Texture classification BibRef

Zhang, Z.[Zhong], Li, D.H.[Dong-Hong], Liu, S.[Shuang], Xiao, B.H.[Bai-Hua], Cao, X.Z.[Xiao-Zhong],
Cross-Domain Ground-Based Cloud Classification Based on Transfer of Local Features and Discriminative Metric Learning,
RS(10), No. 1, 2018, pp. xx-yy.
DOI Link 1802
BibRef

Liu, S.[Shuang], Zhang, Z.[Zhong], Cao, X.Z.[Xiao-Zhong],
Compact Sparse Coding for Ground-Based Cloud Classification,
IEICE(E98-D), No. 11, November 2015, pp. 2003-2007.
WWW Link. 1512
BibRef

Liu, S.[Shuang], Wang, C.H.[Chun-Heng], Xiao, B.H.[Bai-Hua], Zhang, Z.[Zhong], Shao, Y.X.[Yun-Xue],
Soft-signed sparse coding for ground-based cloud classification,
ICPR12(2214-2217).
WWW Link. 1302
BibRef
And:
Ground-based cloud classification using multiple random projections,
CVRS12(7-12).
IEEE DOI 1302
BibRef

Liu, S.[Shuang], Li, M.[Mei], Zhang, Z.[Zhong], Xiao, B.H.[Bai-Hua], Cao, X.Z.[Xiao-Zhong],
Multimodal Ground-Based Cloud Classification Using Joint Fusion Convolutional Neural Network,
RS(10), No. 6, 2018, pp. xx-yy.
DOI Link 1806
BibRef

Liu, S.[Shuang], Li, M.[Mei], Zhang, Z.[Zhong], Xiao, B.H.[Bai-Hua], Durrani, T.S.[Tariq S.],
Multi-Evidence and Multi-Modal Fusion Network for Ground-Based Cloud Recognition,
RS(12), No. 3, 2020, pp. xx-yy.
DOI Link 2002
BibRef

Liu, L.[Lei], Zhang, T.[Ting], Wu, Y.[Yi], Niu, Z.C.[Zhen-Cong], Wang, Q.[Qi],
Cloud Effective Emissivity Retrievals Using Combined Ground-Based Infrared Cloud Measuring Instrument and Ceilometer Observations,
RS(10), No. 12, 2018, pp. xx-yy.
DOI Link 1901
BibRef

Tzallas, V.[Vasileios], Hatzianastassiou, N.[Nikos], Benas, N.[Nikos], Meirink, J.F.[Jan Fokke], Matsoukas, C.[Christos], Stackhouse, P.[Paul], Vardavas, I.[Ilias],
Evaluation of CLARA-A2 and ISCCP-H Cloud Cover Climate Data Records over Europe with ECA&D Ground-Based Measurements,
RS(11), No. 2, 2019, pp. xx-yy.
DOI Link 1902
BibRef

Wang, Y., Wang, C., Shi, C., Xiao, B.,
A Selection Criterion for the Optimal Resolution of Ground-Based Remote Sensing Cloud Images for Cloud Classification,
GeoRS(57), No. 3, March 2019, pp. 1358-1367.
IEEE DOI 1903
clouds, face recognition, feature extraction, geophysical image processing, image classification, resolution selection BibRef

Zhan, Y.F.[Yi-Fan], Yi, F.[Fan], Liu, F.C.[Fu-Chao], Zhang, Y.P.[Yun-Peng], Yu, C.M.[Chang-Ming], Zhou, J.[Jun],
Convective Boundary Layer Clouds as Observed with Ground-Based Lidar at a Mid-Latitude Plain Site,
RS(13), No. 7, 2021, pp. xx-yy.
DOI Link 2104
BibRef

Gomez-Martin, L.[Laura], Toledo, D.[Daniel], Prados-Roman, C.[Cristina], Adame, J.A.[Jose Antonio], Ochoa, H.[Hector], Yela, M.[Margarita],
Polar Stratospheric Clouds Detection at Belgrano II Antarctic Station with Visible Ground-Based Spectroscopic Measurements,
RS(13), No. 8, 2021, pp. xx-yy.
DOI Link 2104
BibRef

Asutosh, A.[Acharya], Chatterjee, S.[Sourav], Subeesh, M.P., Radhakrishnan, A.[Athulya], Murukesh, N.[Nuncio],
Observation of Cloud Base Height and Precipitation Characteristics at a Polar Site Ny-Ålesund, Svalbard Using Ground-Based Remote Sensing and Model Reanalysis,
RS(13), No. 14, 2021, pp. xx-yy.
DOI Link 2107
BibRef

Dagobert, T.[Tristan], Grompone von Gioi, R.[Rafael], Morel, J.M.[Jean-Michel], de Franchis, C.[Carlo],
Temporal Repetition Detector for Time Series of Spectrally Limited Satellite Imagers,
IPOL(10), 2020, pp. 62-77.
DOI Link 2007
Code, Ground Visibility. Visibility in time series of satellite images. Not exactly cloud detection, but similar ideas. BibRef

Grompone von Gioi, R.[Rafael], Dagobert, T.[Tristan], Morel, J.M.[Jean-Michel], de Franchis, C.[Carlo],
Temporal repetition detection for ground visibility assessment,
AnnalsPRS(V-2-2020), pp. 829-835.
DOI Link BibRef 0000

Dagobert, T.[Tristan], Morel, J.M.[Jean-Michel], de Franchis, C.[Carlo], Grompone von Gioi, R.[Rafael],
Visibility detection in time series of Planetscope images,
GRSS19(1673-1676).
IEEE DOI BibRef 1900

von Gioi, R.G.[Rafael Grompone], Hessel, C.[Charles], Dagobert, T.[Tristan], Morel, J.M.[Jean-Michel], de Franchis, C.[Carlo],
Ground Visibility in Satellite Optical Time Series Based on A Contrario Local Image Matching,
IPOL(11), 2021, pp. 212-233.
DOI Link 2108
Code, Ground Visibility. I.e. how much is cloud free. BibRef

Lu, Z.Y.[Zhi-Ying], Wang, Z.H.[Ze-Han], Li, X.[Xin], Zhang, J.F.[Jian-Feng],
A Method of Ground-Based Cloud Motion Predict: CCLSTM + SR-Net,
RS(13), No. 19, 2021, pp. xx-yy.
DOI Link 2110
BibRef

Valdelomar, P.C.[Pedro C. ], Gómez-Amo, J.L.[José L.], Peris-Ferrús, C.[Caterina], Scarlatti, F.[Francesco], Utrillas, M.P.[María Pilar],
Feasibility of Ground-Based Sky-Camera HDR Imagery to Determine Solar Irradiance and Sky Radiance over Different Geometries and Sky Conditions,
RS(13), No. 24, 2021, pp. xx-yy.
DOI Link 2112
BibRef

Lagrosas, N.[Nofel], Xiafukaiti, A.[Alifu], Kuze, H.[Hiroaki], Shiina, T.[Tatsuo],
Assessment of Nighttime Cloud Cover Products from MODIS and Himawari-8 Data with Ground-Based Camera Observations,
RS(14), No. 4, 2022, pp. xx-yy.
DOI Link 2202
BibRef

Wang, M.C.[Ming-Cheng], Balmes, K.A.[Kelly A.], Thorsen, T.J.[Tyler J.], Willick, D.[Dylan], Fu, Q.[Qiang],
An Investigation of the Ice Cloud Detection Sensitivity of Cloud Radars Using the Raman Lidar at the ARM SGP Site,
RS(14), No. 14, 2022, pp. xx-yy.
DOI Link 2208
BibRef

Li, X.T.[Xiao-Tong], Qiu, B.[Bo], Cao, G.L.[Guan-Long], Wu, C.[Chao], Zhang, L.W.[Li-Wen],
A Novel Method for Ground-Based Cloud Image Classification Using Transformer,
RS(14), No. 16, 2022, pp. xx-yy.
DOI Link 2208
BibRef

Zhang, L.W.[Li-Wen], Wei, W.H.[Wen-Hao], Qiu, B.[Bo], Luo, A.[Ali], Zhang, M.[Mingru], Li, X.T.[Xiao-Tong],
A Novel Ground-Based Cloud Image Segmentation Method Based on a Multibranch Asymmetric Convolution Module and Attention Mechanism,
RS(14), No. 16, 2022, pp. xx-yy.
DOI Link 2208
BibRef

Zhang, J.J.[Jing-Jing], Ge, K.[Kai], Xun, L.[Lina], Sun, X.B.[Xia-Bing], Xiong, W.[Wei], Zou, M.M.[Ming-Min], Zhong, J.Q.[Jin-Qin], Li, T.[Teng],
MFCD-Net: Cross Attention Based Multimodal Fusion Network for DPC Imagery Cloud Detection,
RS(14), No. 16, 2022, pp. xx-yy.
DOI Link 2208
Directional Polarimetric Camera. BibRef


Berthomier, L.[Léa], Pradel, B.[Bruno], Perez, L.[Lior],
Cloud Cover Nowcasting with Deep Learning,
IPTA20(1-6)
IEEE DOI 2206
Measurement, Deep learning, Satellites, Clouds, Weather forecasting, Tools, Meteorology, nowcasting, cloud, meteorology, deep learning BibRef

Wan, X., Du, J.,
Cloud Classification for Ground-based Sky Image Using Random Forest,
ISPRS20(B3:835-842).
DOI Link 2012
BibRef

Wang, Y., Grimaldi, J., Landier, L., Chavanon, E., Gastellu-Etchegorry, J.P.,
Introduction of Clouds In Dart Model,
ISPRS20(B3:843-848).
DOI Link 2012
BibRef

Wang, J., Olsen, P.A., Conn, A.R., Lozano, A.C.,
Removing Clouds and Recovering Ground Observations in Satellite Image Sequences via Temporally Contiguous Robust Matrix Completion,
CVPR16(2754-2763)
IEEE DOI 1612
BibRef

Murdock, C., Jacobs, N., Pless, R.,
Building Dynamic Cloud Maps from the Ground Up,
ICCV15(684-692)
IEEE DOI 1602
BibRef
Earlier:
Webcam2Satellite: Estimating cloud maps from webcam imagery,
WACV13(214-221).
IEEE DOI 1303
Clouds. Ground based. BibRef

Savoy, F.M., Dev, S.[Soumyabrata], Lee, Y.H.[Yee Hui], Winkler, S.[Stefan],
Stereoscopic cloud base reconstruction using high-resolution whole sky imagers,
ICIP17(141-145)
IEEE DOI 1803
BibRef
Earlier: A2, A3, A4, Only:
Categorization of cloud image patches using an improved texton-based approach,
ICIP15(422-426)
IEEE DOI 1512
BibRef
And: A2, A3, A4, Only:
Multi-level semantic labeling of Sky/cloud images,
ICIP15(636-640)
IEEE DOI 1512
BibRef
Earlier: A2, A3, A4, Only:
Systematic study of color spaces and components for the segmentation of sky/cloud images,
ICIP14(5102-5106)
IEEE DOI 1502
clouds, feature extraction, geophysical image processing, image matching, image reconstruction, remote sensing, stereo reconstruction Cloud texture; ground-based sky imaging Clustering; likelihood estimation BibRef

Yamashita, M., Yoshimura, M.,
Ground-based Cloud Observation For Satellite-based Cloud Discrimination And Its Validation,
ISPRS12(XXXIX-B8:137-140).
DOI Link 1209
BibRef

Chapter on 2-D Region Segmentation Techniques, Snakes, Active Contours continues in
Cloud Identification, Cloud Type, Cloud Properties .


Last update:Jan 29, 2023 at 20:54:24