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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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| Increasing carbon emissions despite declining burned area in the Northern Hemisphere wildfires | Shi, Rui, He, Yuhui, Guo, Ruitong, Wang, Xiaofan, Hou, Yaliang, Zhou, Yue, Niu, Xiaoying, Wen, Hui, Liu, Jun, Pu, Wei, Wang, Xin, Wu, Dongyou | 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 | ||
| Informing Robust Functional Relationship Benchmarks: An Evaluation of the Temperature Sensitivity of Ecosystem Respiration Across the ArcticBoreal Region | Poe, Jeralyn, Huntzinger, Deborah, Riley, William J., Wells, Jon M., Schuur, Edward A. G., Schwalm, Christopher, Berner, Logan T., Rodenhizer, Heidi, Bouskill, Nicholas J., Brovkin, Victor, Burke, Eleanor J., Ciais, Philippe, Georgievski, Goran, Gustafson, Adrian, Lawrence, David M., MacDougall, Andrew H., Mekonnen, Zelalem A., Melton, Joe R., Meyer, Gesa, Pongracz, Alexandra, Qiu, Chunjing, Sulman, Benjamin N., Swenson, Sean C., Tao, Jing, Warlind, David, Xi, Yi, Yuan, Fengming, Zhu, Qing, Schadel, Christina | 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) | ||
| Interpretable Machine Learning for Revealing Main and Interactive | Bai, Yang, Chen, Xueyang, Li, Zhengqiang, Zhou, Hao, Li, Ruobin, Han, Yinghui | 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), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Neural Network Algorithms for Estimating Snow Depth and Scattering Mean Free Path from ICESat-2 Measurements of Multiple Scattering Inside Snow | Zhou, Yinuo, Hu, Kyle, Lu, Xiaomei | Brightness Temperature, Sea Ice Concentration, Sea Ice Concentration, Snow Depth, Snow Depth | ||
| Large Overestimation of Projected Western US Wildfire Burned Forest Area | Cheng, Yu, McColl, Kaighin A., Mickley, Loretta J., Feng, Xu | 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), Geopotential Height, Altitude, Surface Temperature, Upper Air Temperature, Dew Point Temperature, Air Temperature, Cloud Top Temperature, Atmospheric Winds, Surface Winds, U/V Wind Components, Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Cloud Top Pressure, Sea Level Pressure, Surface Pressure, Specific Humidity, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Boundary Layer Winds, Skin Temperature | ||
| Lead and Floe Detection From CryoSat-2 Radar and ICESat-2 Laser | Tilling, R., Egido, A., Harbeck, J., Kurtz, N., Petty, A., Ridout, A., Shepherd, A., Wimert, J., Yi, D. | Sea Ice Concentration, Brightness Temperature, Sea Ice Motion, Snow Depth, Sea Ice Elevation, Freeboard | ||
| Impacts of Salinity Stratification on Sub-Seasonal SST Warming in the Northern Indian Ocean | Kerhalkar, S., Tandon, A., MacKinnon, J. A. | 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) | ||
| Impacts of atmospheric rivers in central Greenland: Snowfall, clouds, and atmospheric state | Wedum, A. E., Pettersen, C., Guy, H., Gallagher, M. R., Shupe, M. D., Mattingly, K. S. | Snow Depth | ||
| Preventing subsoil enhanced nitrification to safeguard agroecosystem sustainability | Wang, Yao, Luo, Xin, Jobbagy, Esteban G., Basu, Nandita B., Zhang, Ganlin, Zheng, Yi, Gu, Baojing, Zhang, Shaoliang, Yu, Yiqi, Wang, Fenfang, Lu, Zeyang, Yan, Ruifeng, Chang, Scott X., Lu, Yonglong, Chen, Nengwang | 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 | ||
| Publicly available soil moisture datasets: an overview and the UB-SMDC portal | Mohseni, Farzane, Haunert, Jan-Henrik | 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), Total Runoff |
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| Application of machine learning to improve reanalysis soil temperatures | Herrington, Tyler C., Erler, Andre R., Fletcher, Christopher G. | 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 | ||
| Automated workflows for airborne lidar and photogrammetry snow depth analyses | Adebisi, Naheem, Meyer, Joachim, Wilder, Brenton A., Marshall, Hans-Peter, ONeel, Shad R., Hoppinen, Zachary, Ciafone, Siobhan M., Filiano, Dominic L. | Snow Depth | ||
| Snow effects on altimeter waveforms over sea ice in the Weddell Sea-Part | Zhou, Lu, Skourup, Henriette, Stroeve, Julienne, Kacimi, Sahra, Arndt, Stefanie, Zhu, Weixin, Petty, Alek, Huang, Lanqing, Xu, Shiming | Freeboard, Ice Depth/Thickness, Ice Roughness, Sea Ice Elevation, Snow Depth, VISIBLE IMAGERY, Glacier Elevation/Ice Sheet Elevation, Glacier Topography/Ice Sheet Topography, RADAR IMAGERY, Sea Ice Elevation, Snow Cover | ||
| Uncertain dynamic response of mid-latitude winter precipitation | Gu, Lei, Schumacher, Dominik L., Sippel, Sebastian, Fischer, Erich M., Dunkl, Istvan, Noyelle, Robin, Singh, Jitendra, Pierini, Lorenzo, Knutti, Reto | 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) | ||
| Retrieval of Sea Ice Concentration and Thickness During the Arctic | Xu, Xin, Shi, Lijian, Zou, Bin, Ren, Peng, Shi, Yingni, Zeng, Tao, Lu, Xiaoqing, Tang, Qi, Hu, Shuhan, Qiu, Shiyuan, Li, Jiahua, Liu, Yilin, Liu, Xin, Liu, Zongqiang | Ice Depth/Thickness, Snow Depth | ||
| Transfer Learning for TransformerBased Drought Forecasting Across Diverse Precipitation Products in India | Pathania, Ashish, Gupta, Vivek | 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, 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 Melt, Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI) |
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| Improved workflow for customized ICESat-2 ATL06 elevations captures seasonal mountain snow depths at sub-kilometer scale | Zikan, Karina, Enderlin, Ellyn M., Marshall, Hans-Peter, O'Neel, Shad | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Glacier Elevation/Ice Sheet Elevation, Digital Surface Model (DSM), Snow Depth, Vegetation Height | ||
| Comparative machine learning and deep learning approaches for | Azizi, Mahan, Abbasi, Ali, Asli Charandabi, Mohammad Reza | Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration, Wind Speed, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Cover, Snow Depth, Snow Water Equivalent, Runoff, Reflectance, Emissivity |
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| Climate warming reshapes vegetation responses in China from temperature to precipitation | Wang, Meihong, Zhao, Hui, Wei, Da, Chen, Zhaojie, Zhang, Hongsheng, Jiang, Shizhong, Deng, Wei | 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 | ||
| Mapping daily snow depth with machine learning and airborne lidar across two contrasting snowpacks | Pan, Caleb G., Johnston, Jeremy, Jacobs, Jennifer M., O'Neel, Shad | Snow Depth, Digital Elevation/Terrain Model (DEM), Digital Surface Model (DSM), Vegetation Height, Lidar | ||
| Snow water storage within eight Pacific coastal watersheds in British Columbia (Canada) inferred from four years of airborne lidar data | Bisset, R., Floyd, W. C., Menounos, B., Bishop, A., Marchenko, S., Fisk, G., Cebulski, A., Marshall, P., Heathfield, D., Beffort, S., White, R., Arriola, S. Gonzalez, Viner, N. | Snow Depth | ||
| Applying an Interpretable Deep Learning Model to Identify Wildfire-Prone Areas in Southwest China | Ma, Chenyu, Yang, Siquan, Cui, Jing, Li, Qiang, Yao, Qichao, Zhang, De, Guo, Jiachang, Wang, Xinqian, Qu, Chong | 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 | ||
| Drought-flood abrupt alternation in the Huaibei plain and its impacts on crops | Liang, Chenhui, Zhu, Yonghua, Lu, Haishen, Huang, Yuxin, Xiao, Ruixin, Ding, Yiding, Yao, Yiling, Li, Yuxuan, Li, Yixuan, Pei, Ke, Gao, Tianrun | 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) | ||
| A Holistic Assessment of Climate Change, Land Use, and Water Governance Through Complex Water Systems | Quaggio, Carolina Stager, Santarosa, Lucas Vituri, Moffatt, Philip, Sacchi, Marcelo Donadelli, Valdambrini, Bruno, Soares, Amanda Rodrigues, Boll, Jan, Gastmans, Didier | 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 | ||
| Arctic Sea Ice Thickness Retrieval From SMOS Using Unsupervised-ClassificationBased Selection of Representative Tie Points | Li, Jiaxing, Zhang, Shengkai, Xiao, Feng, Geng, Tong, Ma, Jie, Li, Fei | Sea Ice Concentration, Brightness Temperature, Sea Ice Motion, Snow Depth |