23.3.4.4 Lake and River Ice Detection

Chapter Contents (Back)
River Ice Detection. Lake Ice Detection. Ice Detection.

Han, H., Lee, H.,
Radar Backscattering of Lake Ice During Freezing and Thawing Stages Estimated by Ground-Based Scatterometer Experiment and Inversion From Genetic Algorithm,
GeoRS(51), No. 5, May 2013, pp. 3089-3096.
IEEE DOI 1305
BibRef

Bernier, M., Pottier, E., van der Sanden, J.J., Chokmani, K.,
Retrieval of River Ice Thickness From C-Band PolSAR Data,
GeoRS(52), No. 6, June 2014, pp. 3052-3062.
IEEE DOI 1403
Ice thickness BibRef

Chu, T.[Thuan], Das, A.[Apurba], Lindenschmidt, K.E.[Karl-Erich],
Monitoring the Variation in Ice-Cover Characteristics of the Slave River, Canada Using RADARSAT-2 Data: A Case Study,
RS(7), No. 10, 2015, pp. 13664.
DOI Link 1511
BibRef

Tian, B.[Bangsen], Li, Z.[Zhen], Engram, M.J.[Melanie J.], Niu, F.[Fujun], Tang, P.P.[Pan-Pan], Zou, P.F.[Peng-Fei], Xu, J.[Juan],
Characterizing C-band backscattering from thermokarst lake ice on the Qinghai-Tibet Plateau,
PandRS(104), No. 1, 2015, pp. 63-76.
Elsevier DOI 1505
BibRef
Earlier: A2, A1, A5, Only:
The backscattering characteristics of thermokarst lake ice in the qinghai-tibet plateau from SAR,
Thematic14(119-126).
DOI Link 1404
Thermokarst lake ice BibRef

Antonova, S.[Sofia], Duguay, C.R.[Claude R.], Kääb, A.[Andreas], Heim, B.[Birgit], Langer, M.[Moritz], Westermann, S.[Sebastian], Boike, J.[Julia],
Monitoring Bedfast Ice and Ice Phenology in Lakes of the Lena River Delta Using TerraSAR-X Backscatter and Coherence Time Series,
RS(8), No. 11, 2016, pp. 903.
DOI Link 1612
BibRef

Dorofy, P.[Peter], Nazari, R.[Rouzbeh], and, P.R.[Peter Romanov], Key, J.R.[Jeffrey R.],
Development of a Mid-Infrared Sea and Lake Ice Index (MISI) Using the GOES Imager,
RS(8), No. 12, 2016, pp. 1015.
DOI Link 1612
BibRef

Kraatz, S.[Simon], Khanbilvardi, R.[Reza], Romanov, P.[Peter],
A Comparison of MODIS/VIIRS Cloud Masks over Ice-Bearing River: On Achieving Consistent Cloud Masking and Improved River Ice Mapping,
RS(9), No. 3, 2017, pp. xx-yy.
DOI Link 1704
BibRef

Korzeniowska, K.[Karolina], Korup, O.[Oliver],
Object-Based Detection of Lakes Prone to Seasonal Ice Cover on the Tibetan Plateau,
RS(9), No. 4, 2017, pp. xx-yy.
DOI Link 1705
BibRef

Beckers, J.F., Casey, J.A.[J. Alec], Haas, C.,
Retrievals of Lake Ice Thickness From Great Slave Lake and Great Bear Lake Using CryoSat-2,
GeoRS(55), No. 7, July 2017, pp. 3708-3720.
IEEE DOI 1706
Scattering, Snow, Spaceborne radar, Arctic, ice thickness, lakes, radar, remote, sensing BibRef

Kheyrollah Pour, H., Duguay, C.R., Scott, K.A., Kang, K.K.,
Improvement of Lake Ice Thickness Retrieval From MODIS Satellite Data Using a Thermodynamic Model,
GeoRS(55), No. 10, October 2017, pp. 5956-5965.
IEEE DOI 1710
ice, lakes, land surface temperature, remote sensing, snow, 1D thermodynamic lake ice model, AD 2002 to 2014, CLIMo, Canadian Ice Service, Canadian Lake Ice Model, MODIS lake ice surface temperature, MODIS satellite data, BibRef

Son, S., Wang, M.,
Ice Detection for Satellite Ocean Color Data Processing in the Great Lakes,
GeoRS(55), No. 12, December 2017, pp. 6793-6804.
IEEE DOI 1712
Data processing, Ice, Image color analysis, Lakes, MODIS, Oceans, Satellites, Great Lakes, ice detection, ocean color remote sensing, water quality BibRef

Gunn, G.E., Duguay, C.R., Atwood, D.K., King, J., Toose, P.,
Observing Scattering Mechanisms of Bubbled Freshwater Lake Ice Using Polarimetric RADARSAT-2 (C-Band) and UW-Scat (X- and Ku-Bands),
GeoRS(56), No. 5, May 2018, pp. 2887-2903.
IEEE DOI 1805
Backscatter, Ice, Lakes, Permittivity, Rough surfaces, Scattering, Surface roughness, Frequency-modulated continuous wave (FMCW), synthetic aperture radar (SAR) BibRef

Guo, L.[Linan], Wu, Y.H.[Yan-Hong], Zheng, H.X.[Hong-Xing], Zhang, B.[Bing], Li, J.S.[Jun-Sheng], Zhang, F.F.[Fang-Fang], Shen, Q.[Qian],
Uncertainty and Variation of Remotely Sensed Lake Ice Phenology across the Tibetan Plateau,
RS(10), No. 10, 2018, pp. xx-yy.
DOI Link 1811
BibRef

Murfitt, J.[Justin], Brown, L.C.[Laura C.], Howell, S.E.L.[Stephen E.L.],
Evaluating RADARSAT-2 for the Monitoring of Lake Ice Phenology Events in Mid-Latitudes,
RS(10), No. 10, 2018, pp. xx-yy.
DOI Link 1811
BibRef

Wang, J.Q.[Jun-Qian], Duguay, C.R.[Claude R.], Clausi, D.A.[David A.], Pinard, V.[Véronique], Howell, S.E.L.[Stephen E. L.],
Semi-Automated Classification of Lake Ice Cover Using Dual Polarization RADARSAT-2 Imagery,
RS(10), No. 11, 2018, pp. xx-yy.
DOI Link 1812
BibRef

Zhang, S.[Shuai], Pavelsky, T.M.[Tamlin M.],
Remote Sensing of Lake Ice Phenology across a Range of Lakes Sizes, ME, USA,
RS(11), No. 14, 2019, pp. xx-yy.
DOI Link 1908
BibRef

Lindenschmidt, K.E.[Karl-Erich], Li, Z.Q.[Zhao-Qin],
Radar Scatter Decomposition to Differentiate between Running Ice Accumulations and Intact Ice Covers along Rivers,
RS(11), No. 3, 2019, pp. xx-yy.
DOI Link 1902
BibRef

Zhang, X.W.[Xiu-Wei], Jin, J.J.[Jiao-Jiao], Lan, Z.[Zeze], Li, C.J.[Chun-Jiang], Fan, M.H.[Min-Hao], Wang, Y.[Yafei], Yu, X.[Xin], Zhang, Y.N.[Yan-Ning],
ICENET: A Semantic Segmentation Deep Network for River Ice by Fusing Positional and Channel-Wise Attentive Features,
RS(12), No. 2, 2020, pp. xx-yy.
DOI Link 2001
BibRef

Singh, A., Kalke, H., Loewen, M., Ray, N.,
River Ice Segmentation With Deep Learning,
GeoRS(58), No. 11, November 2020, pp. 7570-7579.
IEEE DOI 2011
Ice, Rivers, Image segmentation, Cameras, Motion segmentation, Machine learning, support vector machine (SVM) BibRef

Murfitt, J.[Justin], Duguay, C.R.[Claude R.],
Assessing the Performance of Methods for Monitoring Ice Phenology of the World's Largest High Arctic Lake Using High-Density Time Series Analysis of Sentinel-1 Data,
RS(12), No. 3, 2020, pp. xx-yy.
DOI Link 2002
BibRef

Hoekstra, M.[Marie], Jiang, M.Z.[Ming-Zhe], Clausi, D.A.[David A.], Duguay, C.[Claude],
Lake Ice-Water Classification of RADARSAT-2 Images by Integrating IRGS Segmentation with Pixel-Based Random Forest Labeling,
RS(12), No. 9, 2020, pp. xx-yy.
DOI Link 2005
BibRef

Qi, M.M.[Miao-Miao], Liu, S.Y.[Shi-Yin], Yao, X.J.[Xiao-Jun], Xie, F.M.[Fu-Ming], Gao, Y.P.[Yong-Peng],
Monitoring the Ice Phenology of Qinghai Lake from 1980 to 2018 Using Multisource Remote Sensing Data and Google Earth Engine,
RS(12), No. 14, 2020, pp. xx-yy.
DOI Link 2007
BibRef

Ghiasi, Y.[Yusof], Duguay, C.R.[Claude R.], Murfitt, J.[Justin], van der Sanden, J.J.[Joost J.], Thompson, A.[Aaron], Drouin, H.[Hugo], Prévost, C.[Christian],
Application of GNSS Interferometric Reflectometry for the Estimation of Lake Ice Thickness,
RS(12), No. 17, 2020, pp. xx-yy.
DOI Link 2009
BibRef

Tom, M.[Manu], Prabha, R.[Rajanie], Wu, T.Y.[Tian-Yu], Baltsavias, E.[Emmanuel], Leal-Taixé, L.[Laura], Schindler, K.[Konrad],
Ice Monitoring in Swiss Lakes from Optical Satellites and Webcams Using Machine Learning,
RS(12), No. 21, 2020, pp. xx-yy.
DOI Link 2011
BibRef

Su, L.[Lei], Che, T.[Tao], Dai, L.Y.[Li-Yun],
Variation in Ice Phenology of Large Lakes over the Northern Hemisphere Based on Passive Microwave Remote Sensing Data,
RS(13), No. 7, 2021, pp. xx-yy.
DOI Link 2104
BibRef

Pointner, G.[Georg], Bartsch, A.[Annett],
Mapping Arctic Lake Ice Backscatter Anomalies Using Sentinel-1 Time Series on Google Earth Engine,
RS(13), No. 9, 2021, pp. xx-yy.
DOI Link 2105
BibRef

Zhang, X.W.[Xiu-Wei], Zhou, Y.[Yang], Jin, J.J.[Jiao-Jiao], Wang, Y.[Yafei], Fan, M.H.[Min-Hao], Wang, N.[Ning], Zhang, Y.N.[Yan-Ning],
ICENETv2: A Fine-Grained River Ice Semantic Segmentation Network Based on UAV Images,
RS(13), No. 4, 2021, pp. xx-yy.
DOI Link 2103
BibRef

Zhang, X.[Xin], Wang, K.[Kaicun], Kirillin, G.[Georgiy],
An Automatic Method to Detect Lake Ice Phenology Using MODIS Daily Temperature Imagery,
RS(13), No. 14, 2021, pp. xx-yy.
DOI Link 2107
BibRef

Liu, C.[Chong], Huang, H.B.[Hua-Bing], Hui, F.M.[Feng-Ming], Zhang, Z.Q.[Zi-Qian], Cheng, X.[Xiao],
Fine-Resolution Mapping of Pan-Arctic Lake Ice-Off Phenology Based on Dense Sentinel-2 Time Series Data,
RS(13), No. 14, 2021, pp. xx-yy.
DOI Link 2107
BibRef

Li, Z.J.[Zhi-Jun], Wang, Q.K.[Qing-Kai], Tang, M.G.[Ming-Guang], Lu, P.[Peng], Li, G.Y.[Guo-Yu], Leppäranta, M.[Matti], Huotari, J.[Jussi], Arvola, L.[Lauri], Shi, L.J.[Li-Juan],
Diurnal Cycle Model of Lake Ice Surface Albedo: A Case Study of Wuliangsuhai Lake,
RS(13), No. 16, 2021, pp. xx-yy.
DOI Link 2109
BibRef

Dabboor, M.[Mohammed], Shokr, M.[Mohammed],
Sensitivity of Compact Polarimetric SAR Parameters to Modeled Lake Ice Growth,
GeoRS(59), No. 12, December 2021, pp. 9953-9967.
IEEE DOI 2112
Lakes, Ice, Synthetic aperture radar, Ice thickness, Snow, Radar, Atmospheric modeling, Bubble in lake ice, lake ice BibRef

Hao, X.H.[Xiao-Hua], Yang, Q.[Qian], Shi, X.G.[Xiao-Guang], Liu, X.M.[Xue-Mei], Huang, W.F.[Wen-Feng], Chen, L.W.[Li-Wen], Ma, Y.[Yue],
Fractal-Based Retrieval and Potential Driving Factors of Lake Ice Fractures of Chagan Lake, Northeast China Using Landsat Remote Sensing Images,
RS(13), No. 21, 2021, pp. xx-yy.
DOI Link 2112
BibRef

Zhang, J.[Jue], He, P.[Ping], Hu, X.P.[Xiao-Ping], Liu, Z.[Zhumei],
Dynamic Lake Ice Movement on Lake Khovsgol, Mongolia, Revealed by Time Series Displacements from Pixel Offset with Sentinel-2 Optical Images,
RS(13), No. 24, 2021, pp. xx-yy.
DOI Link 2112
BibRef

Saberi, N.[Nastaran], Scott, K.A.[Katharine Andrea], Duguay, C.[Claude],
Incorporating Aleatoric Uncertainties in Lake Ice Mapping Using RADARSAT-2 SAR Images and CNNs,
RS(14), No. 3, 2022, pp. xx-yy.
DOI Link 2202
BibRef

Tuttle, S.E.[Samuel E.], Roof, S.R.[Steven R.], Retelle, M.J.[Michael J.], Werner, A.[Alan], Gunn, G.E.[Grant E.], Bunting, E.L.[Erin L.],
Evaluation of Satellite-Derived Estimates of Lake Ice Cover Timing on Linnevatnet, Kapp Linne;, Svalbard Using In-Situ Data,
RS(14), No. 6, 2022, pp. xx-yy.
DOI Link 2204
BibRef

Sola, D.[Daniel], Scott, K.A.[K. Andrea],
Efficient Shallow Network for River Ice Segmentation,
RS(14), No. 10, 2022, pp. xx-yy.
DOI Link 2206
BibRef

Wei, Q.X.[Qi-Xin], Yao, X.J.[Xiao-Jun], Zhang, H.F.[Hong-Fang], Duan, H.Y.[Hong-Yu], Jin, H.[Huian], Chen, J.[Jie], Cao, J.[Juan],
Analysis of the Variability and Influencing Factors of Ice Thickness during the Ablation Period in Qinghai Lake Using the GPR Ice Monitoring System,
RS(14), No. 10, 2022, pp. xx-yy.
DOI Link 2206
BibRef

Zhang, H.[Huan], Li, H.Y.[Hong-Yi], Li, H.J.[Hao-Jie],
Monitoring the Ice Thickness in High-Order Rivers on the Tibetan Plateau with Dual-Polarized C-Band Synthetic Aperture Radar,
RS(14), No. 11, 2022, pp. xx-yy.
DOI Link 2206
BibRef

Zhang, H.F.[Hong-Fang], Yao, X.J.[Xiao-Jun], Wei, Q.X.[Qi-Xin], Duan, H.Y.[Hong-Yu], Zhang, Y.[Yuan],
Comparison of Lake Ice Extraction Methods Based on MODIS Images,
RS(14), No. 19, 2022, pp. xx-yy.
DOI Link 2210
BibRef

Hou, G.Y.[Guan-Yu], Yuan, X.L.[Xiu-Liang], Wu, S.X.[Shi-Xin], Ma, X.F.[Xiao-Fei], Zhang, Z.H.[Zi-Hui], Cao, X.W.[Xing-Wen], Xie, C.H.[Cong-Hui], Ling, Q.[Qing], Long, W.Y.[Wei-Yi], Luo, G.[Geping],
Phenological Changes and Driving Forces of Lake Ice in Central Asia from 2002 to 2020,
RS(14), No. 19, 2022, pp. xx-yy.
DOI Link 2210
BibRef

Palomaki, R.T.[Ross T.], Sproles, E.A.[Eric A.],
Quantifying the Effect of River Ice Surface Roughness on Sentinel-1 SAR Backscatter,
RS(14), No. 22, 2022, pp. xx-yy.
DOI Link 2212
BibRef

Li, Z.J.[Zhi-Jun], Li, C.J.[Chun-Jiang], Yang, Y.[Yu], Zhang, B.[Baosen], Deng, Y.[Yu], Li, G.Y.[Guo-Yu],
Physical Mechanism and Parameterization for Correcting Radar Wave Velocity in Yellow River Ice with Air Temperature and Ice Thickness,
RS(15), No. 4, 2023, pp. xx-yy.
DOI Link 2303
BibRef

Li, C.J.[Chun-Jiang], Li, Z.J.[Zhi-Jun], Huang, W.F.[Wen-Feng], Zhang, B.[Baosen], Deng, Y.[Yu], Li, G.Y.[Guo-Yu],
Morphology Dynamics of Ice Cover in a River Bend Revealed by the UAV-GPR and Sentinel-2,
RS(15), No. 12, 2023, pp. xx-yy.
DOI Link 2307
BibRef

Sojka, M.[Mariusz], Ptak, M.[Mariusz], Zhu, S.[Senlin],
Use of Landsat Satellite Images in the Assessment of the Variability in Ice Cover on Polish Lakes,
RS(15), No. 12, 2023, pp. xx-yy.
DOI Link 2307
BibRef

Temimi, M.[Marouane], Abdelkader, M.[Mohamed], Tounsi, A.[Achraf], Chaouch, N.[Naira], Carter, S.[Shawn], Sjoberg, B.[Bill], Macneil, A.[Alison], Bingham-Maas, N.[Norman],
An Automated System to Monitor River Ice Conditions Using Visible Infrared Imaging Radiometer Suite Imagery,
RS(15), No. 20, 2023, pp. 4896.
DOI Link 2310
BibRef

Veijola, K.[Katriina], Cohen, J.[Juval], Mäkynen, M.[Marko], Lemmetyinen, J.[Juha], Praks, J.[Jaan], Cheng, B.[Bin],
X- and Ku-Band SAR Backscattering Signatures of Snow-Covered Lake Ice and Sea Ice,
RS(16), No. 2, 2024, pp. 369.
DOI Link 2402
BibRef

Ye, H.[Hao], Jin, G.[Guowang], Zhang, H.M.[Hong-Min], Xiong, X.[Xin], Li, J.H.[Jia-Hao], Wang, J.J.[Jia-Jun],
Lake Ice Thickness Retrieval Method with ICESat-2-Assisted CyroSat-2 Echo Peak Selection,
RS(16), No. 3, 2024, pp. 546.
DOI Link 2402
BibRef

Jin, H.[Huian], Yao, X.J.[Xiao-Jun], Wei, Q.X.[Qi-Xin], Zhou, S.[Sugang], Zhang, Y.[Yuan], Chen, J.[Jie], Yu, Z.P.[Zhi-Peng],
Ice Thickness Assessment of Non-Freshwater Lakes in the Qinghai-Tibetan Plateau Based on Unmanned Aerial Vehicle-Borne Ice-Penetrating Radar: A Case Study of Qinghai Lake and Gahai Lake,
RS(16), No. 6, 2024, pp. 959.
DOI Link 2403
BibRef

Abdelkader, M.[Mohamed], Mendez, J.H.B.[Jorge Humberto Bravo], Temimi, M.[Marouane], Brown, D.R.N.[Dana R. N.], Spellman, K.V.[Katie V.], Arp, C.D.[Christopher D.], Bondurant, A.[Allen], Kohl, H.[Holli],
A Google Earth Engine Platform to Integrate Multi-Satellite and Citizen Science Data for the Monitoring of River Ice Dynamics,
RS(16), No. 8, 2024, pp. 1368.
DOI Link 2405
BibRef

Tang, H.[Hong], Zhao, Y.X.[Yi-Xin], Wen, L.J.[Li-Juan], Leppäranta, M.[Matti], Niu, R.J.[Rui-Jia], Fu, X.[Xiang],
Modeling Climate Characteristics of Qinghai Lake Ice in 1979-2017 by a Quasi-Steady Model,
RS(16), No. 10, 2024, pp. 1699.
DOI Link 2405
BibRef

Moalemi, I.[Ida], Pour, H.K.[Homa Kheyrollah], Scott, K.A.[K. Andrea],
Assessing Ice Break-Up Trends in Slave River Delta through Satellite Observations and Random Forest Modeling,
RS(16), No. 12, 2024, pp. 2244.
DOI Link 2406
BibRef

Mangilli, A.[Anna], Duguay, C.R.[Claude R.], Murfitt, J.[Justin], Moreau, T.[Thomas], Amraoui, S.[Samira], Mugunthan, J.S.[Jaya Sree], Thibaut, P.[Pierre], Donlon, C.[Craig],
Improving the Estimation of Lake Ice Thickness with High-Resolution Radar Altimetry Data,
RS(16), No. 14, 2024, pp. 2510.
DOI Link 2408
BibRef

Han, H.S.[Hyang-Sun], Kim, T.[Taewook], Kim, S.[Seohyeon],
River Ice Mapping from Landsat-8 OLI Top of Atmosphere Reflectance Data by Addressing Atmospheric Influences with Random Forest: A Case Study on the Han River in South Korea,
RS(16), No. 17, 2024, pp. 3187.
DOI Link 2409
BibRef


Los, H., Osinska-Skotak, K., Pluto-Kossakowska, J., Bernier, M., Gauthier, Y., Jasek, M., Roth, A.,
Comparison Of C-band And X-band Polarimetric SAR Data for River Ice Classification On The Peace River,
ISPRS16(B7: 543-548).
DOI Link 1610
BibRef

Bharathi, P.T., Subashini, P.,
Texture based color segmentation for infrared river ice images using K-means clustering,
ICSIPR13(298-302).
IEEE DOI 1304
BibRef

Xu, Q.[Qi], Liu, L.M.[Liang-Ming], Zhou, Z.[Zheng], Zhang, L.F.[Le-Fei],
Detection of river ice using relevance vector machine,
IASP11(538-541).
IEEE DOI 1112
BibRef

Chapter on Remote Sensing General Issue, Land Use, Land Cover continues in
Ice Sheet Analysis .


Last update:Sep 28, 2024 at 17:47:54