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Suomi NPP data announcement
Publications Citing Discharge/Flow Data
List of peer-reviewed publications that cite using Discharge/Flow data.
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| Title | Year Sort ascending | Author | Topic | Dataset |
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| SWOT Captures Hydrologic Waves Traveling Down Rivers | Thurman, Hana R., Allen, George H., Williams, Brent A., Cerbelaud, Arnaud, David, Cedric H. | Rivers/Streams, Surface Water Processes/Measurements, Lakes/Reservoirs, STAGE HEIGHT, Total Surface Water, Discharge/Flow | ||
| SWOT Multitemporal River Analysis | Williams, Brent | STAGE HEIGHT, Rivers/Streams, Total Surface Water, Discharge/Flow | ||
| SWOT Reveals Detailed Dynamics of Longitudinal River Slope in the | Jiang, Liguang, Nielsen, Karina, Andersen, Ole B., Liu, Junguo | STAGE HEIGHT, Rivers/Streams, Total Surface Water, Discharge/Flow | ||
| Spatiotemporal trends of compound extremes and their impacts in Southeast Asia from 1983 to 2022 | Jian, Wei, Lestari, Diah Valentina, Lo, Edmond Yatman | Geopotential Height, Altitude, Surface Temperature, Skin 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, Total Ozone, 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), Vertical Profiles, Ozone Profiles |
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| Resilience assessment of an urban rail transit network under natural | Chen, Jinqu, Liu, Xiaowei, Hu, Xinyue, Du, Bo, Yin, Yong | 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), Wind Dynamics, Wind Direction Tendency, Wind Speed Tendency, Wind Direction Tendency, Wind Speed Tendency, Precipitation Amount, Precipitation Rate, Snow, Rain |
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| Tracking Hurricane-Induced Water Storage Changes Using GRACE and | Li, Haosi, Yi, Shuang, Tang, He | 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), Surface Pressure, Heat Flux, Surface Temperature, Humidity, Evapotranspiration, Surface Winds, Rain, Precipitation Rate, Snow, Land Surface Temperature, Snow Water Equivalent, Runoff, Canopy Characteristics, Leaf Characteristics, Vegetation Cover, Albedo, Gravity |
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| Transient modeling and control strategies for WT-PV integrated hydrogen production system | Zhang, Xiyuan, Wang, Bowen, Zhang, Fan, Wu, Kangcheng, Li, Ye, Li, Bin, Jiao, Kui | 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) | ||
| 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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| 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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| Widespread and Exceptional Reduction in River Water Levels Across the | Moreira, Daniel, Papa, Fabrice, FassoniAndrade, Alice, Fleischmann, Ayan, Wongchuig, Sly, Paiva, Rodrigo, Paris, Adrien, Frappart, Frederic, Melo, Jefferson, Cretaux, JeanFrancois, Santos, Andre Martinelli, Garambois, PierreAndre, Kitambo, Benjamin, Calmant, Stephane | STAGE HEIGHT, Rivers/Streams, Total Surface Water, Discharge/Flow | ||
| 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) | ||
| 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) | ||
| Evaluation of SWOT's performance for river water level retrieval in the Yangtze River Basin | He, Zhiyue, Cai, Yu, Wu, Suhui, Xiao, Yao, Li, Haili, Ke, Chang-Qing | STAGE HEIGHT, Rivers/Streams, Total Surface Water, Discharge/Flow | ||
| Advancing polar prediction: Enhancing short-range forecasting accuracy with Polar WRF at Bharati and Maitri stations in Antarctica | Kumar, Anikender, Kumar, Vivek, Das, Anand Kumar, Rawat, Shivani, Jena, Chinmay Kumar, Bist, Sanjay, Soni, Vijay Kumar, Pai, D S | 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 Three-Stage Optimal Energy Management Strategy for Co-Phase Power Supply Systems with Integration of Renewable Energy | Gao, Shengfu, Li, Qunzhan, Ding, Juxia, Liu, Wei, Xu, Qian, Li, Songyuan | Geopotential Height, Altitude, Surface Temperature, Skin 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, Total Ozone, 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, 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) |
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| A New Classification of In Situ and Anvil Cirrus Clouds Uncovers Their | Mu, Qingyu, Ge, Jinming, Huang, Jianping, Hu, Xiaoyu, Peng, Nan, Li, Yize, Wang, Meihua, Zhang, Jie, Xu, Ziyang, Zhang, Chi, Liu, Bochun | 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 First Look at River Discharge Estimation From SWOT Satellite | Andreadis, Konstantinos M., Coss, Steve P., Durand, Michael, Gleason, Colin J., Simmons, Travis T., Tebaldi, Nikki, Bjerklie, David M., Brinkerhoff, Craig, Dudley, Robert W., Gejadze, Igor, Larnier, Kevin, Malaterre, PierreOlivier, Oubanas, Hind, Allen, George H., Bates, Paul D., David, Cedric H., Domeneghetti, Alessio, Elmi, Omid, Marc, Luciana Fenoglio, Prata de Moraes Frasson, Renato, Friedmann, Elisa, Garambois, PierreAndre, Gehring, Jaclyn, Getirana, Augusto, Hughes, Marissa, Lee, Jonghyun, Matte, Pascal, Minear, J. Toby, Monnier, Jerome, Muhebwa, Aggrey, Tourian, Mohammad J., Pavelsky, Tamlin M., Riggs, Ryan M., Rodriguez, Ernesto, Sikder, Md Safat, Smith, Laurence C., Stuurman, Cassie, Taneja, Jay, Tarpanelli, Angelica, Wang, Jida, Williams, Brent A., Yadav, Bidhyananda | STAGE HEIGHT, Rivers/Streams, Total Surface Water, Discharge/Flow | ||
| A generalized design flood estimation framework under stationary and non-stationary scenarios | Awasthi, C., Archfield, S.A., Sankarasubramanian, A. | Watershed Characteristics, Maximum/Minimum Temperature, Evapotranspiration, Precipitation Amount, Discharge/Flow | ||
| Applicability of a Sine-Random Forest Hybrid Method for meteorological | Zhang, Siyao, Li, Jianzhu, Zhang, Ting, Tian, Jiyang, Feng, Ping | 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), Surface Pressure, Surface Temperature, Humidity, Evapotranspiration, Surface Winds, Rain, Snow, Land Surface Temperature, Snow Water Equivalent, Runoff, Land Use/Land Cover Classification |
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| 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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| Climate basis for planning regional actions for adaptation to climate change | Tananaev, N. I. | Discharge/Flow |