23.3.3.1 Snow Cover, Snow Depth MODIS Sensors

Chapter Contents (Back)
Snow Detection. MODIS. Moderate Resolution Imaging Spectroradiometer Data. General:
See also Snow Cover, Snow Depth, Snow Analysis.
See also Forest Area Snow Cover, Forest Canopy Impacts on Snow Measurements.
See also Freeze-Thaw, Freeze/Thaw Analysis.

Zhang, Y., Yan, S.[Su], Lu, Y.[Yu],
Snow Cover Monitoring Using MODIS Data in Liaoning Province, Northeastern China,
RS(2), No. 3, March 2010, pp. 777-793.
DOI Link 1203
BibRef

Notarnicola, C., Duguay, M., Moelg, N., Schellenberger, T., Tetzlaff, A., Monsorno, R., Costa, A., Steurer, C., Zebisch, M.,
Snow Cover Maps from MODIS Images at 250 m Resolution, Part 1: Algorithm Description,
RS(5), No. 1, January 2013, pp. 110-126.
DOI Link 1302
BibRef
And:
Snow Cover Maps from MODIS Images at 250 m Resolution, Part 2: Validation,
RS(5), No. 4, April 2013, pp. 1568-1587.
DOI Link 1305
BibRef

Thirel, G.[Guillaume], Salamon, P.[Peter], Burek, P.[Peter], Kalas, M.[Milan],
Assimilation of MODIS Snow Cover Area Data in a Distributed Hydrological Model Using the Particle Filter,
RS(5), No. 11, 2013, pp. 5825-5850.
DOI Link 1312
BibRef

Hou, J.L.[Jin-Liang], Huang, C.L.[Chun-Lin],
Improving Mountainous Snow Cover Fraction Mapping via Artificial Neural Networks Combined With MODIS and Ancillary Topographic Data,
GeoRS(52), No. 9, Sept 2014, pp. 5601-5611.
IEEE DOI 1407
backpropagation BibRef

Thompson, J.A.[Jeffery A.], Lees, B.G.[Brian G.],
Applying object-based segmentation in the temporal domain to characterise snow seasonality,
PandRS(97), No. 1, 2014, pp. 98-110.
Elsevier DOI 1410
MODIS BibRef

Lindsay, C.[Chuck], Zhu, J.[Jiang], Miller, A.E.[Amy E.], Kirchner, P.[Peter], Wilson, T.L.[Tammy L.],
Deriving Snow Cover Metrics for Alaska from MODIS,
RS(7), No. 10, 2015, pp. 12961.
DOI Link 1511
BibRef

Yu, J., Zhang, G., Yao, T., Xie, H., Zhang, H., Ke, C., Yao, R.,
Developing Daily Cloud-Free Snow Composite Products From MODIS Terra: Aqua and IMS for the Tibetan Plateau,
GeoRS(54), No. 4, April 2016, pp. 2171-2180.
IEEE DOI 1604
Clouds BibRef

Xu, W.F.[Wen-Fang], Ma, H.Q.[Han-Qing], Wu, D.H.[Dong-Hai], Yuan, W.P.[Wen-Ping],
Assessment of the Daily Cloud-Free MODIS Snow-Cover Product for Monitoring the Snow-Cover Phenology over the Qinghai-Tibetan Plateau,
RS(9), No. 6, 2017, pp. xx-yy.
DOI Link 1706
BibRef

Pan, X.[Xiaoduo], Li, X.[Xin], Cheng, G.D.[Guo-Dong], Chen, R.S.[Ren-Sheng], Hsu, K.[Kuolin],
Impact Analysis of Climate Change on Snow over a Complex Mountainous Region Using Weather Research and Forecast Model (WRF) Simulation and Moderate Resolution Imaging Spectroradiometer Data (MODIS)-Terra Fractional Snow Cover Products,
RS(9), No. 8, 2017, pp. xx-yy.
DOI Link 1708
BibRef

Vidot, J.[Jérôme], Brunel, P.[Pascal], Dumont, M.[Marie], Carmagnola, C.[Carlo], Hocking, J.[James],
The VIS/NIR Land and Snow BRDF Atlas for RTTOV: Comparison between MODIS MCD43C1 C5 and C6,
RS(10), No. 1, 2018, pp. xx-yy.
DOI Link 1802
BibRef

Liang, H.[Hui], Huang, X.D.[Xiao-Dong], Sun, Y.H.[Yan-Hua], Wang, Y.L.[Yun-Long], Liang, T.G.[Tian-Gang],
Fractional Snow-Cover Mapping Based on MODIS and UAV Data over the Tibetan Plateau,
RS(9), No. 12, 2017, pp. xx-yy.
DOI Link 1802
BibRef

Toure, A.M.[Ally M.], Reichle, R.H.[Rolf H.], Forman, B.A.[Barton A.], Getirana, A.[Augusto], de Lannoy, G.J.M.[Gabrielle J. M.],
Assimilation of MODIS Snow Cover Fraction Observations into the NASA Catchment Land Surface Model,
RS(10), No. 2, 2018, pp. xx-yy.
DOI Link 1804
BibRef

Chu, M.[Mike], Sun, J.Q.A.[Jun-Qi-Ang], Wang, M.[Menghua],
Radiometric Evaluation of SNPP VIIRS Band M11 via Sub-Kilometer Intercomparison with Aqua MODIS Band 7 over Snowy Scenes,
RS(10), No. 3, 2018, pp. xx-yy.
DOI Link 1804
BibRef

Masson, T.[Théo], Dumont, M.[Marie], Mura, M.D.[Mauro Dalla], Sirguey, P.[Pascal], Gascoin, S.[Simon], Dedieu, J.P.[Jean-Pierre], Chanussot, J.[Jocelyn],
An Assessment of Existing Methodologies to Retrieve Snow Cover Fraction from MODIS Data,
RS(10), No. 4, 2018, pp. xx-yy.
DOI Link 1805
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Coll, J.[James], Li, X.[Xingong],
Comprehensive accuracy assessment of MODIS daily snow cover products and gap filling methods,
PandRS(144), 2018, pp. 435-452.
Elsevier DOI 1809
MODIS, Snow, Validation, SNOTEL BibRef

Dai, L.Y.[Li-Yun], Che, T.[Tao], Xie, H.J.[Hong-Jie], Wu, X.J.[Xue-Jiao],
Estimation of Snow Depth over the Qinghai-Tibetan Plateau Based on AMSR-E and MODIS Data,
RS(10), No. 12, 2018, pp. xx-yy.
DOI Link 1901
BibRef

Teweldebrhan, A.T.[Aynom T.], Burkhart, J.F.[John F.], Schuler, T.V.[Thomas V.], Xu, C.Y.[Chong-Yu],
Improving the Informational Value of MODIS Fractional Snow Cover Area Using Fuzzy Logic Based Ensemble Smoother Data Assimilation Frameworks,
RS(11), No. 1, 2018, pp. xx-yy.
DOI Link 1901
BibRef

Hou, J.L.[Jin-Liang], Huang, C.L.[Chun-Lin], Zhang, Y.[Ying], Guo, J.[Jifu], Gu, J.[Juan],
Gap-Filling of MODIS Fractional Snow Cover Products via Non-Local Spatio-Temporal Filtering Based on Machine Learning Techniques,
RS(11), No. 1, 2019, pp. xx-yy.
DOI Link 1901
BibRef

Tsai, Y.L.S.[Ya-Lun S.], Dietz, A.[Andreas], Oppelt, N.[Natascha], Kuenzer, C.[Claudia],
A Combination of PROBA-V/MODIS-Based Products with Sentinel-1 SAR Data for Detecting Wet and Dry Snow Cover in Mountainous Areas,
RS(11), No. 16, 2019, pp. xx-yy.
DOI Link 1909
BibRef

Liu, C.Y.[Chang-Yu], Huang, X.D.[Xiao-Dong], Li, X.B.[Xu-Bing], Liang, T.G.[Tian-Gang],
MODIS Fractional Snow Cover Mapping Using Machine Learning Technology in a Mountainous Area,
RS(12), No. 6, 2020, pp. xx-yy.
DOI Link 2003
BibRef

Li, M.[Muyi], Zhu, X.F.[Xiu-Fang], Li, N.[Nan], Pan, Y.Z.[Yao-Zhong],
Gap-Filling of a MODIS Normalized Difference Snow Index Product Based on the Similar Pixel Selecting Algorithm: A Case Study on the Qinghai-Tibetan Plateau,
RS(12), No. 7, 2020, pp. xx-yy.
DOI Link 2004
BibRef

Hou, J., Huang, C., Zhang, Y., Guo, J.,
On the Value of Available MODIS and Landsat8 OLI Image Pairs for MODIS Fractional Snow Cover Mapping Based on an Artificial Neural Network,
GeoRS(58), No. 6, June 2020, pp. 4319-4334.
IEEE DOI 2005
Artificial neural network (ANN), fractional snow cover (FSC), Landsat8 OLI, Moderate-Resolution Imaging Spectroradiometer (MODIS) BibRef

Niroumand-Jadidi, M., Santoni, M., Bruzzone, L., Bovolo, F.,
Snow Cover Estimation Underneath the Clouds Based on Multitemporal Correlation Analysis in Historical Time-Series Imagery,
GeoRS(58), No. 8, August 2020, pp. 5703-5714.
IEEE DOI 2007
Cloud computing, Snow, Clouds, MODIS, Correlation, Time series analysis, Uncertainty, Cloud obscuration, time series BibRef

Chen, S.Y.[Si-Yong], Wang, X.Y.[Xiao-Yan], Guo, H.[Hui], Xie, P.Y.[Pei-Yao], Wang, J.[Jian], Hao, X.H.[Xiao-Hua],
A Conditional Probability Interpolation Method Based on a Space-Time Cube for MODIS Snow Cover Products Gap Filling,
RS(12), No. 21, 2020, pp. xx-yy.
DOI Link 2011
BibRef

Riggs, G.[George], Hall, D.[Dorothy],
Continuity of MODIS and VIIRS Snow Cover Extent Data Products for Development of an Earth Science Data Record,
RS(12), No. 22, 2020, pp. xx-yy.
DOI Link 2011
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Riggs, G.[George], Hall, D.[Dorothy], Vuyovich, C.[Carrie], DiGirolamo, N.[Nicolo],
Development of Snow Cover Frequency Maps from MODIS Snow Cover Products,
RS(14), No. 22, 2022, pp. xx-yy.
DOI Link 2212
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Zhao, H.Y.[Hong-Yu], Hao, X.H.[Xiao-Hua], Wang, J.[Jian], Li, H.Y.[Hong-Yi], Huang, G.H.[Guang-Hui], Shao, D.H.[Dong-Hang], Su, B.[Bo], Lei, H.[Huajin], Hu, X.J.[Xiao-Jing],
The Spatial-Spectral-Environmental Extraction Endmember Algorithm and Application in the MODIS Fractional Snow Cover Retrieval,
RS(12), No. 22, 2020, pp. xx-yy.
DOI Link 2011
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Fayaz, N., Vazifedoust, M., Araghinejad, S.,
Monitoring of Snow Cover Variation Using MODIS Snow Product,
SMPR13(165-168).
DOI Link 1311
BibRef

Lin, L.[Lin], Hao, X.J.[Xian-Jun], Zhang, B.[Bin], Zou, C.Z.[Cheng-Zhi], Cao, C.Y.[Chang-Yong],
Assessment of the Reprocessed Suomi NPP VIIRS Enterprise Cloud Mask Product,
RS(13), No. 13, 2021, pp. xx-yy.
DOI Link 2107
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Fugazza, D.[Davide], Manara, V.[Veronica], Senese, A.[Antonella], Diolaiuti, G.[Guglielmina], Maugeri, M.[Maurizio],
Snow Cover Variability in the Greater Alpine Region in the MODIS Era (2000-2019),
RS(13), No. 15, 2021, pp. xx-yy.
DOI Link 2108
BibRef

Bair, E.H.[Edward H.], Stillinger, T.[Timbo], Dozier, J.[Jeff],
Snow Property Inversion From Remote Sensing (SPIReS): A Generalized Multispectral Unmixing Approach With Examples From MODIS and Landsat 8 OLI,
GeoRS(59), No. 9, September 2021, pp. 7270-7284.
IEEE DOI 2109
Snow, MODIS, Remote sensing, Earth, Cloud computing, Artificial satellites, Grain size, Albedo, Landsat, spectral mixing BibRef

Marchane, A.[Ahmed], Boudhar, A.[Abdelghani], Baba, M.W.[Mohammed Wassim], Hanich, L.[Lahoucine], Chehbouni, A.[Abdelghani],
Snow Lapse Rate Changes in the Atlas Mountain in Morocco Based on MODIS Time Series during the Period 2000-2016,
RS(13), No. 17, 2021, pp. xx-yy.
DOI Link 2109
BibRef

Revuelto, J.[Jesús], Alonso-González, E.[Esteban], Gascoin, S.[Simon], Rodríguez-López, G.[Guillermo], López-Moreno, J.I.[Juan Ignacio],
Spatial Downscaling of MODIS Snow Cover Observations Using Sentinel-2 Snow Products,
RS(13), No. 22, 2021, pp. xx-yy.
DOI Link 2112
BibRef

Chang, Y.X.[Ya-Xuan], Jiao, Z.[Ziti], Zhang, X.N.[Xiao-Ning], Mei, L.[Linlu], Dong, Y.D.[Ya-Dong], Yin, S.Y.[Si-Yang], Cui, L.[Lei], Ding, A.X.[An-Xin], Guo, J.[Jing], Xie, R.[Rui], Zhu, Z.D.[Zi-Dong], Li, S.[Sijie],
Assessment of Improved Ross-Li BRDF Models Emphasizing Albedo Estimates at Large Solar Angles Using POLDER Data,
GeoRS(59), No. 12, December 2021, pp. 9968-9986.
IEEE DOI 2112
Kernel, MODIS, Land surface, Data models, Remote sensing, Snow, Estimation, Albedo, Ross-Li models BibRef

Villaescusa-Nadal, J.L.[Jose Luis], Vermote, E.[Eric], Franch, B.[Belen], Santamaría-Artigas, A.E.[Andrés E.], Roger, J.C.[Jean-Claude], Skakun, S.[Sergii],
MODIS-Based AVHRR Cloud and Snow Separation Algorithm,
GeoRS(60), 2022, pp. 1-13.
IEEE DOI 2112
Snow, Cloud computing, MODIS, Clouds, Spatial resolution, Satellites, Optical sensors, support vector machine (SVM) BibRef

Xing, D.[De], Hou, J.L.[Jin-Liang], Huang, C.L.[Chun-Lin], Zhang, W.M.[Wei-Min],
Spatiotemporal Reconstruction of MODIS Normalized Difference Snow Index Products Using U-Net with Partial Convolutions,
RS(14), No. 8, 2022, pp. xx-yy.
DOI Link 2205
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Xing, D.[De], Hou, J.L.[Jin-Liang], Huang, C.L.[Chun-Lin], Zhang, W.M.[Wei-Min],
Estimation of Snow Depth from AMSR2 and MODIS Data based on Deep Residual Learning Network,
RS(14), No. 20, 2022, pp. xx-yy.
DOI Link 2211
BibRef

Yuan, Y.C.[Ye-Cheng], Li, B.L.[Bao-Lin], Gao, X.Z.[Xi-Zhang], Liu, W.[Wei], Li, Y.[Ying], Li, R.[Rui],
Validation of Cloud-Gap-Filled Snow Cover of MODIS Daily Cloud-Free Snow Cover Products on the Qinghai-Tibetan Plateau,
RS(14), No. 22, 2022, pp. xx-yy.
DOI Link 2212
BibRef

Wang, J.[Jiangeng], Zhu, L.[Linglong], Zhang, Y.H.[Yong-Hong], Huang, W.[Wei], Song, K.[Kaida], Tian, F.[Feng],
Characterizing Spatiotemporal Patterns of Snowfall in the Kaidu River Basin from 2000-2020 Using MODIS Observations,
RS(14), No. 22, 2022, pp. xx-yy.
DOI Link 2212
BibRef

Richiardi, C.[Chiara], Siniscalco, C.[Consolata], Adamo, M.[Maria],
Comparison of Three Different Random Forest Approaches to Retrieve Daily High-Resolution Snow Cover Maps from MODIS and Sentinel-2 in a Mountain Area, Gran Paradiso National Park (NW Alps),
RS(15), No. 2, 2023, pp. xx-yy.
DOI Link 2301
BibRef

Cui, J.[Jiecan], Niu, X.Y.[Xiao-Ying], Chen, Y.[Yang], Xing, Y.X.[Yu-Xuan], Yan, S.R.[Shi-Rui], Zhao, J.[Jin], Chen, L.J.[Li-Jun], Xu, S.X.[Shuai-Xi], Wu, D.[Dongyou], Shi, T.L.[Teng-Long], Wang, X.[Xin], Pu, W.[Wei],
The Spatio-Temporal Variability in the Radiative Forcing of Light-Absorbing Particles in Snow of 2003-2018 over the Northern Hemisphere from MODIS,
RS(15), No. 3, 2023, pp. xx-yy.
DOI Link 2302
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Aguirre, F.[Francisco], Bozkurt, D.[Deniz], Sauter, T.[Tobias], Carrasco, J.[Jorge], Schneider, C.[Christoph], Jaña, R.[Ricardo], Casassa, G.[Gino],
Snow Cover Reconstruction in the Brunswick Peninsula, Patagonia, Derived from a Combination of the Spectral Fusion, Mixture Analysis, and Temporal Interpolation of MODIS Data,
RS(15), No. 22, 2023, pp. 5430.
DOI Link 2311
BibRef

Deng, G.[Gang], Tang, Z.G.[Zhi-Guang], Dong, C.Y.[Chun-Yu], Shao, D.H.[Dong-Hang], Wang, X.[Xin],
Development and Evaluation of a Cloud-Gap-Filled MODIS Normalized Difference Snow Index Product over High Mountain Asia,
RS(16), No. 1, 2024, pp. xx-yy.
DOI Link 2401
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Chapter on Remote Sensing General Issue, Land Use, Land Cover continues in
Forest Area Snow Cover, Forest Canopy Impacts on Snow Measurements .


Last update:Apr 18, 2024 at 11:38:49