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Suomi NPP data announcement
Publications Citing Snow Depth Data
List of peer-reviewed publications that cite using Snow Depth data.
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| Title | Year Sort ascending | Author | Topic | Dataset |
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| Triggers of the Record-Breaking 2023 Canadian Wildfires: Extreme Heat | Wu, Dongyou, Zhang, Jinxia, Niu, Xiaoying, Shi, Rui, Wang, Xiaofan, Liu, Jun, Wen, Hui, Zhou, Yue, Pu, Wei, Zhang, Baoqing, Zhang, Daizhou, Wang, Xin | Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature, Humidity, Evapotranspiration, Surface Winds, Rain, Precipitation Rate, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Water Equivalent, Runoff, Air Temperature, Specific Humidity, Wind Speed, Snow Cover, Snow Depth, Aerosols, Aerosol Extinction, Aerosol Optical Depth/Thickness, Angstrom Exponent, Aerosol Particle Properties, Carbonaceous Aerosols, Dust/Ash/Smoke, Organic Particles, Sulfate Particles, Sulfur Oxides, Sulfur Compounds, Sulfate, Sulfur Dioxide, Sulfur Oxides, Particulate Matter, Dimethyl Sulfide, Black Carbon, Sea Salt, PARTICULATE MATTER (PM 2.5), PARTICULATE MATTER (PM 10), PARTICULATE MATTER (PM 1.0), Geopotential Height, Atmospheric Ozone, Sea Level Pressure, Upper Air Temperature, Vertical Profiles, U/V Wind Components, U/V Wind Components, Ozone Profiles, Skin Temperature, Atmospheric Winds, Atmospheric Pressure, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Oxygen Compounds, Altitude, Boundary Layer Winds, Aerosol Backscatter, Aerosol Radiance, Cloud Condensation Nuclei, Nitrate Particles, Trace Gases/Trace Species, Atmospheric Emitted Radiation, Emissivity, Optical Depth/Thickness, Radiative Flux, Reflectance, Transmittance, Atmospheric Stability, Water Vapor Profiles, Cloud Condensation Nuclei, Cloud Droplet Concentration/Size, Cloud Optical Depth/Thickness, Cloud Asymmetry, Cloud Ceiling, Cloud Frequency, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Cloud Emissivity, Cloud Radiative Forcing, Cloud Reflectance, Rain Storms |
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| The impact of rainfall value on the accuracy of the SCS-CN model: selection of model parameters | Sun, Qiang, Liu, Jiahao | Atmospheric Radiation, Longwave Radiation, Shortwave Radiation, Radiative Flux, Radiative Forcing, Surface Radiative Properties, Albedo, Emissivity, Cloud Properties, Cloud Fraction, Cloud Optical Depth/Thickness, Skin Temperature, Skin Temperature, Sea Surface Skin Temperature, Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Temperature, Soil Infiltration, Soil Infiltration, Soil Moisture/Water Content, Surface Soil Moisture, Root Zone Soil Moisture, Soil Moisture/Water Content, Evaporation, Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation, Snow/Ice, Snow Depth, Snow Melt, Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI), Heat Flux, Air Temperature, Specific Humidity, Water Vapor, Precipitation Rate, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds, Wind Speed, U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction |
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| using spaceborne lidar for snow depth retrievals: recent findings and utility for hydrologic applications | Fair, Zachary, Vuyovich, Carrie, Neumann, Thomas, Pflug, Justin, Shean, David, Enderlin, Ellyn M., Zikan, Karina, Besso, Hannah, Lundquist, Jessica, Deschamps-Berger, Cesar, Treichler, Desiree | Snow Water Equivalent, Digital Elevation/Terrain Model (DEM), Snow Depth, Vegetation Height, VISIBLE IMAGERY | ||
| Uttarakhand: A Hotspot for Extreme Events? | Sundriyal, Yaspal, Kaushik, Sameeksha, Kumar, Vipin, Dimri, A.P., Chauhan, Neha, Kumar, Sandeep, Rana, Naresh | Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration, Wind Speed, Rain, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Cover, Snow Depth, Snow Water Equivalent, Runoff | ||
| Streamflow estimation in the Indus River Basin using a water balance framework and artificial neural networks with satellite- and model-derived global hydro-climatic data sources | Sattar, Hira, Kinouchi, Tsuyoshi | Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature, Humidity, Evapotranspiration, Surface Winds, Rain, Precipitation Rate, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Water Equivalent, Runoff, Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Infiltration, Soil Infiltration, Surface Soil Moisture, Root Zone Soil Moisture, Soil Moisture/Water Content, Evaporation, Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation, Snow/Ice, Snow Depth, Snow Melt, Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI) |
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| Tundra recovery post-fire in the YukonKuskokwim Delta, Alaska | Clayton, Leah K, Schaefer, Kevin, Hoy, Elizabeth E, Elder, Clayton D, French, Nancy H F, Frost, Gerald V, Wig, Elizabeth, Lee, Xuhui | Soil Depth, Active Layer, Soil Moisture/Water Content, RIVER/LAKE ICE BREAKUP, River Ice Depth/Extent, Plant Phenological Changes, Snow Depth, Range Changes, Vegetation Species, Rural Areas, Conservation, Vulnerable Populations, Use/Feeding Habitats, Active Layer, Permafrost, Permafrost, PERMAFROST MELT | ||
| Wildfires offset the increasing but spatially heterogeneous Arcticboreal CO2 uptake | Virkkala, Anna-Maria, Rogers, Brendan M., Watts, Jennifer D., Arndt, Kyle A., Potter, Stefano, Wargowsky, Isabel, Schuur, Edward A. G., See, Craig R., Mauritz, Marguerite, Boike, Julia, Bret-Harte, M. Syndonia, Burke, Eleanor J., Burrell, Arden, Chae, Namyi, Chatterjee, Abhishek, Chevallier, Frederic, Christensen, Torben R., Commane, Roisin, Dolman, Han, Edgar, Colin W., Elberling, Bo, Emmerton, Craig A., Euskirchen, Eugenie S., Feng, Liang, Gockede, Mathias, Grelle, Achim, Helbig, Manuel, Holl, David, Jarveoja, Jarvi, Karsanaev, Sergey V., Kobayashi, Hideki, Kutzbach, Lars, Liu, Junjie, Luijkx, Ingrid T., Lopez-Blanco, Efren, Lunneberg, Kyle, Mammarella, Ivan, Marushchak, Maija E., Mastepanov, Mikhail, Matsuura, Yojiro, Maximov, Trofim C., Merbold, Lutz, Meyer, Gesa, Nilsson, Mats B., Niwa, Yosuke, Oechel, Walter, Palmer, Paul I., Park, Sang-Jong, Parmentier, Frans-Jan W., Peichl, Matthias, Peters, Wouter, Petrov, Roman, Quinton, William, Rodenbeck, Christian, Sachs, Torsten, Schulze, Christopher, Sonnentag, Oliver, St. Louis, Vincent L., Tuittila, Eeva-Stiina, Ueyama, Masahito, Varlagin, Andrej, Zona, Donatella, Natali, Susan M. | Precipitation Amount, Alpine/Tundra, Biomass, Forests, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Cover, Permafrost, NET ECOSYSTEM CO2 EXCHANGE (NEE), Soil Depth, Soil Moisture/Water Content, Soil Respiration, Gross Primary Production (gpp), Snow Depth, Atmospheric Carbon Dioxide, Surface Temperature, Respiration Rate, Carbon Flux | ||
| Enhancing assimilated soil moisture prediction from environmental data using advanced machine learning | Arshad, Sana, Ashraf, Amna, Al-Dalahmeh, Main, Harsanyi, Endre, Mohammed, Safwan | Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration, Wind Speed, Rain, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Cover, Snow Depth, Snow Water Equivalent, Runoff | ||
| Dynamics of Changes in NDVI, Black Carbon, and Soil Moisture at the Burtinskaya Steppe Site of the Orenburg Nature Reserve According to Satellite and Ground ... | Rodionova, N. V. | Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration, Wind Speed, Rain, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Cover, Snow Depth, Snow Water Equivalent, Runoff, Aerosols, Aerosol Extinction, Aerosol Optical Depth/Thickness, Angstrom Exponent, Aerosol Particle Properties, Carbonaceous Aerosols, Dust/Ash/Smoke, Organic Particles, Sulfate Particles, Sulfur Oxides, Sulfur Compounds, Sulfate, Sulfur Dioxide, Sulfur Oxides, Particulate Matter, Dimethyl Sulfide, Black Carbon, Sea Salt, PARTICULATE MATTER (PM 2.5), PARTICULATE MATTER (PM 10), PARTICULATE MATTER (PM 1.0) | ||
| Toward a Multidecadal SAR Analysis of Sea Ice Types in the Atlantic Sector of the Arctic Ocean | Guo, Wenkai, Landy, Jack, Lohse, Johannes, Doulgeris, Anthony P., Johansson, Malin, Eltoft, Torbjrn, Itkin, Polona, Xu, Shiming | Brightness Temperature, Sea Ice Concentration, Sea Ice Concentration, Snow Depth, Snow Depth | ||
| Assessment of Quantum ML Applicability for Climate Actions: Comparison of the Variational Quantum Classifier and the Quantum Support Vector Classifier with Classical ML Models | Munasinghe, Thilanka, Lai, Phung, Wei, Jennifer, Hendler, James, Cornell, Kimberly A. | Heat Flux, Air Temperature, Skin Temperature, Specific Humidity, Water Vapor, Precipitation Rate, Snow/Ice, Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds, Wind Speed, U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, Longwave Radiation, Shortwave Radiation, Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Temperature, Soil Infiltration, Soil Infiltration, Soil Moisture/Water Content, Surface Soil Moisture, Root Zone Soil Moisture, Soil Moisture/Water Content, Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation, Snow Depth, Snow Melt, Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI) | ||
| An Automated Framework for Interaction Analysis of Driving Factors on Soil Salinization in Central Asia and Western China | Wang, Lingyue, Hu, Ping, Zheng, Hongwei, Bai, Jie, Liu, Ying, Hellwich, Olaf, Liu, Tie, Chen, Xi, Bao, Anming | Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration, Wind Speed, Rain, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Cover, Snow Depth, Snow Water Equivalent, Runoff | ||
| Groundwater Vulnerability in the Aftermath of Wildfires at the El Suto Spring Area: Model-Based Insights and the Proposal of a Post-Fire Vulnerability Index for Dry Tropical Forests | Guzman-Rojo, Monica, Silva de Freitas, Luiza, Coritza Taquichiri, Enrrique, Huysmans, Marijke | Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration, Wind Speed, Rain, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Cover, Snow Depth, Snow Water Equivalent, Runoff | ||
| Forest birds maintain body condition in Alder-leaf Birch | Zhou, Wenyi, Grossi, Alexandra A., Gustafsson, Daniel R., Wang, Zhengzhen, Zhang, Zhuyang, Han, Yuqing, Wang, Xinyi, Zuo, Anru, Acevedo, Miguel A., Liu, Yang, Robinson, Scott K. | Soil Moisture/Water Content, Surface Pressure, Shortwave Radiation, Air Temperature, Humidity, Rain, Snow, Soil Temperature, Surface Soil Moisture, Land Surface Temperature, Snow Cover, Snow Depth, Snow Melt, Surface Water Processes/Measurements | ||
| Forest covers of the Sinu River basin (Cordoba, Colombia): evidence of | CarrillO-Fajardo, Merly Yenedith, Vidal-Pastrana, Carlos Cesar, Morales-Puentes, Maria Eugenia, Ballesteros-Correa, Jesus | Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration, Wind Speed, Rain, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Cover, Snow Depth, Snow Water Equivalent, Runoff, Total Runoff | ||
| Four-dimensional variational data assimilation with a sea-ice thickness emulator | Durand, Charlotte, Finn, Tobias Sebastian, Farchi, Alban, Bocquet, Marc, Brajard, Julien, Bertino, Laurent | Freeboard, Ice Depth/Thickness, Ice Roughness, Sea Ice Concentration, Snow Density, Snow Depth | ||
| Fluctuation smoothing performance of wind-powered absorption chiller | Wang, Shuo, Deng, Zhenpeng, Chen, Hua, Cheng, Wen-long | Longwave Radiation, Shortwave Radiation, Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Temperature, Soil Infiltration, Soil Infiltration, Soil Moisture/Water Content, Surface Soil Moisture, Root Zone Soil Moisture, Soil Moisture/Water Content, Evaporation, Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation, Snow/Ice, Snow Depth, Snow Melt, Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI) | ||
| Facilitating open data and open model integration with generic parameter input file generators in the CyberWater framework | Luna, Daniel, Chen, Ranran, Sheba, Ahmed, Young, Ryan, Liang, Yao, Liang, Xu | Heat Flux, Longwave Radiation, Shortwave Radiation, Evaporation, Evapotranspiration, Rain, Snow, Canopy Characteristics, Leaf Characteristics, Vegetation Cover, Snow Cover, Snow Depth, Snow Melt, Soil Moisture/Water Content, Soil Temperature, Albedo, Land Surface Temperature, Snow Water Equivalent, Rivers/Streams, Floods, Runoff, Surface Pressure, Surface Temperature, Humidity, Convection, Surface Winds, Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Infiltration, Soil Infiltration, Surface Soil Moisture, Root Zone Soil Moisture, Soil Moisture/Water Content, Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation, Snow/Ice, Snow Depth, Snow Melt, Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI) |
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| Evaluating the affecting factors of glacier mass balance in Tanggula Mountains using explainable machine learning and the open global glacier model | Xu, Qiangqiang, Kang, Shichang, He, Xiaobo, Xu, Min | Longwave Radiation, Shortwave Radiation, Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Temperature, Soil Infiltration, Soil Infiltration, Soil Moisture/Water Content, Surface Soil Moisture, Root Zone Soil Moisture, Soil Moisture/Water Content, Evaporation, Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation, Snow/Ice, Snow Depth, Snow Melt, Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI), Ice Velocity | ||
| Evaluating climate shifts and drought regions in the central Indian river basins | Singh, Shekhar, Jain, Vijay, Goyal, Manish Kumar | Longwave Radiation, Shortwave Radiation, Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Temperature, Soil Infiltration, Soil Infiltration, Soil Moisture/Water Content, Surface Soil Moisture, Root Zone Soil Moisture, Soil Moisture/Water Content, Evaporation, Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation, Snow/Ice, Snow Depth, Snow Melt, Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI) | ||
| Evaluating the performance of ANN and ANFIS models for spatial | Husrevoglu, Mustafa, Gundogdu, Ismail Bulent | Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration, Wind Speed, Rain, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Cover, Snow Depth, Snow Water Equivalent, Runoff, Precipitation, Precipitation Amount, Precipitation Rate |
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| Exploring Flooded Fraction Prediction through Machine Learning Models Focusing on Medical Infrastructure in the Southeast U.S. Coastal Areas | Chung, Jihoon, Neo, Kazuki, Khan, Muhammad, Cruz, Ethan, Zheng, Zhi, Munasinghe, Thilanka, Wei, Jennifer C. | Heat Flux, Longwave Radiation, Shortwave Radiation, Evaporation, Evapotranspiration, Rain, Snow, Canopy Characteristics, Leaf Characteristics, Vegetation Cover, Snow Cover, Snow Depth, Snow Melt, Soil Moisture/Water Content, Soil Temperature, Albedo, Land Surface Temperature, Snow Water Equivalent, Rivers/Streams, Floods, Runoff | ||
| Evaluation of the Snow Climate Change Initiative (Snow CCI) snow-covered area product within a mountain snow water equivalent reanalysis | Sun, Haorui, Fang, Yiwen, Margulis, Steven A., Mortimer, Colleen, Mudryk, Lawrence, Derksen, Chris | Snow Depth, Snow Water Equivalent, Snow Cover | ||
| Beyond the Mean: Cold and Warm Tail Temperature Trends Reveal Asymmetric | Peng, Xiao, Liu, Ziwei, Ziegler, Alan D., Zhang, Chao, Liu, Zhanwei, He, Xiaogang | Longwave Radiation, Shortwave Radiation, Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Temperature, Soil Infiltration, Soil Infiltration, Soil Moisture/Water Content, Surface Soil Moisture, Root Zone Soil Moisture, Soil Moisture/Water Content, Evaporation, Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation, Snow/Ice, Snow Depth, Snow Melt, Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI) | ||
| Benchmarking of snow water equivalent (SWE) products based on outcomes of the SnowPEx Intercomparison Project | Mudryk, Lawrence, Mortimer, Colleen, Derksen, Chris, Elias Chereque, Aleksandra, Kushner, Paul | Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature, Humidity, Evapotranspiration, Surface Winds, Rain, Precipitation Rate, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Water Equivalent, Runoff, Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Infiltration, Soil Infiltration, Surface Soil Moisture, Root Zone Soil Moisture, Soil Moisture/Water Content, Evaporation, Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation, Snow/Ice, Snow Depth, Snow Melt, Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI), Ground Water |
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