Soil moisture estimates at 1 km resolution making a synergistic use of Sentinel data
2023
Madelon, Remi, Rodriguez-Fernandez, Nemesio J., Bazzi, Hassan, Baghdadi, Nicolas, Albergel, Clement, Dorigo, Wouter, Zribi, Mehrez
Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture
Soil Moisture Estimation by Assimilating InSitu and SMAP Surface Soil Moisture Using Unscented Weighted Ensemble Kalman Filter
2023
Fu, Xiaolei, Zhang, Yuchen, Zhong, Qi, Lu, Haishen, Ding, Yongjian, Li, Zhaoguo, Yu, Zhongbo, Jiang, Xiaolei
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Surface Soil Moisture
Soil Moisture Memory of Land Surface Models Utilized in Major Reanalyses
2023
He, Qing, Lu, Hui, Yang, Kun
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 , Precipitation , Precipitation Amount
Seasonal and Interannual Fluctuations of Glacier Mass Balance and Climate Response Processes on the Tibetan Plateau Based on GRACE/GRACE-FO
2023
He, Meilin, Li, Zhao, Jiang, Weiping, Pan, Yuanjin, Jiao, Jiashuang, Xiao, Yixin
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
Seasonal forecasting skill for the high mountain Asia region in the Goddard Earth Observing System
2023
Massoud, Elias C., Andrews, Lauren, Reichle, Rolf, Molod, Andrea, Park, Jongmin, Ruehr, Sophie, Girotto, Manuela
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, Geopotential Height, Altitude, Surface Temperature , Upper Air Temperature, Dew Point Temperature, Cloud Top Temperature, Atmospheric Winds , Surface Winds , Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Cloud Top Pressure, Sea Level Pressure, Surface Pressure, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Boundary Layer Winds, 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) , Albedo, Snow Depth , Snow Water Equivalent , Terrestrial Water Storage
MERRA-2 tavgM_2d_flx_Nx: 2d,Monthly mean,Time-Averaged,Single-Level,Assimilation,Surface Flux Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TMNXFLX) at GES DISC MERRA-2 tavgM_2d_slv_Nx: 2d,Monthly mean,Time-Averaged,Single-Level,Assimilation,Single-Level Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TMNXSLV) at GES DISC MERRA-2 tavgM_2d_lnd_Nx: 2d,Monthly mean,Time-Averaged,Single-Level,Assimilation,Land Surface Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TMNXLND) at GES DISC High Mountain Asia UCLA Daily Snow Reanalysis V001 CSR TELLUS GRACE Level-3 Monthly Land Water-Equivalent-Thickness Surface Mass Anomaly Release 6.0 version 04
Sentinel-1 Backscatter and Interferometric Coherence for Soil Moisture Retrieval in Winter Wheat Fields Within a Semiarid South-Mediterranean Climate: Machine Learning Versus Semiempirical Models
2023
Ezzahar, Jamal, Chehbouni, Abdelghani, Ouaadi, Nadia, Madiafi, Mohammed, Said, Khabba, Er-Raki, Salah, Laamrani, Ahmed, Chakir, Adnane, Chabaane, Zohra Lili, Zribi, Mehrez
Brightness Temperature, Microwave Imagery, Soil Moisture/Water Content , Vegetation Water Content
Snow Density Retrieval in Quebec Using Space-Borne SMOS Observations
2023
Gao, Xiaowen, Pan, Jinmei, Peng, Zhiqing, Zhao, Tianjie, Bai, Yu, Yang, Jianwei, Jiang, Lingmei, Shi, Jiancheng, Husi, Letu
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 , Land Use/Land Cover Classification , Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover
Significant Inverse Influence of Tropical Indian Ocean SST on SIF of Indian Vegetation during the Summer Monsoon Onset Phase
2023
Varghese, Roma, Behera, Swadhin K., Behera, Mukunda Dev
Evapotranspiration , Total Runoff, Rain , Soil Moisture/Water Content , Air Temperature
Sensitivity of Modeled Soil NOx Emissions to Soil Moisture
2023
Huber, Daniel E., Steiner, Allison L., Kort, Eric 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) , Heat Flux, Surface Temperature , Evapotranspiration , Rain , Snow, Canopy Characteristics, Leaf Characteristics, Vegetation Cover, Albedo , Land Surface Temperature , Snow Water Equivalent , Runoff
Subglacial hydrology modeling predicts high winter water pressure and spatially variable transmissivity at Helheim Glacier, Greenland
2023
Sommers, Aleah, Meyer, Colin, Morlighem, Mathieu, Rajaram, Harihar, Poinar, Kristin, Chu, Winnie, Mejia, Jessica
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) , Snow Grain Size, Surface Morphology
Systematic daytime increases in atmospheric biases linked to dry soils in irrigated areas in Indian operational forecasts
2023
Barton, Emma J., Taylor, C. M., Mitra, A. K., Jayakumar, A.
Vegetation Water Content, Soil Moisture/Water Content , Skin Temperature, Emissivity, Land Surface Temperature , Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Brightness Temperature, Surface Soil Moisture
Soil moisture retrieval from Sentinel-1 using a first-order radiative transfer modelA case-study over the Po-Valley
2023
Quast, Raphael, Wagner, Wolfgang, Bauer-Marschallinger, Bernhard, Vreugdenhil, Mariette
Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture
Soil Moisture to Runoff (SM2R): A DataDriven Model for Runoff Estimation Across Poorly Gauged Asian Water Towers Based on Soil Moisture Dynamics
2023
Li, Xueying, Long, Di, Slater, Louise J., Moulds, Simon, Shahid, Muhammad, Han, Pengfei, Zhao, Fanyu
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 , Ground Water , Precipitation , Precipitation Amount
Spatio-temporal reconstruction of winter glacier mass balance in the Alps, Scandinavia, Central Asia and western Canada (19812019) using climate ...
2023
Guidicelli, Matteo, Huss, Matthias, Gabella, Marco, Salzmann, Nadine
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, Atmospheric Ozone, Sea Level Pressure, Surface Pressure, Upper Air Temperature, Vertical Profiles, Air Temperature, Specific Humidity, U/V Wind Components, U/V Wind Components, Ozone Profiles, Altitude, Surface Temperature , Skin Temperature, Dew Point Temperature, Cloud Top Temperature, Atmospheric Winds , Surface Winds , Upper Level Winds, Vertical Wind Velocity/Speed, Atmospheric Pressure, Cloud Top Pressure, Sea Level Pressure, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Oxygen Compounds, Boundary Layer Winds, Total Ozone
MERRA-2 tavg1_2d_lnd_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Land Surface Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXLND) at GES DISC MERRA-2 inst6_3d_ana_Np: 3d,6-Hourly,Instantaneous,Pressure-Level,Analysis,Analyzed Meteorological Fields 0.625 x 0.5 degree V5.12.4 (M2I6NPANA) MERRA-2 tavg1_2d_slv_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Single-Level Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXSLV) at GES DISC
Spatiotemporal analysis of meteorological drought across China based on the high-spatial-resolution multiscale SPI generated by machine learning
2023
He, Qian, Wang, Ming, Liu, Kai, Li, Bohao, Jiang, Ziyu
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
Spatial-temporal dynamics of meteorological and soil moisture drought on the Tibetan Plateau: Trend, response, and propagation process
2023
Lin, Hui, Yu, Zhongbo, Chen, Xuegao, Gu, Huanghe, Ju, Qin, Shen, Tongqing
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
TranspirationSoil evaporation partitioning determines inter-model differences in soil moisture and evapotranspiration coupling
2023
Feng, Huihui, Wu, Zhiyong, Dong, Jianzhi, Zhou, Jianhong, Brocca, Luca, He, Hai
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 , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Using Robust Regression to Retrieve Soil Moisture from CyGNSS Data
2023
Liu, Qi, Zhang, Shuangcheng, Li, Weiqiang, Nan, Yang, Peng, Jilun, Ma, Zhongmin, Zhou, Xin
Brightness Temperature, SIGMA NAUGHT, Soil Moisture/Water Content , Soil Temperature
Using Lidar Digital Elevation Models for Reflectometry Land Applications
2023
Hodges, Erik, Campbell, James D., Melebari, Amer, Bringer, Alexandra, Johnson, Joel T., Moghaddam, Mahta
Soil Temperature, Soil Moisture/Water Content , Digital Elevation/Terrain Model (DEM) , Land Use/Land Cover Classification , Normalized Difference Vegetation Index (NDVI) , Soil Classification, Soil Texture, Surface Roughness
Weekly mapping of surface water extent in the intertropical wetlands using spaceborne GNSS reflectometry
2023
Zeiger, Pierre, Frappart, Frederic, Darrozes, Jose, Prigent, Catherine, Jimenez, Carlos, Bourrel, Luc
Radar Cross-Section, Radar Reflectivity, Brightness Temperature, Surface Soil Moisture
Water level variation at a beaver pond significantly impacts net CO2 uptake of a continental bog
2023
He, Hongxing, Moore, Tim, Humphreys, Elyn R., Lafleur, Peter M., Roulet, Nigel T.
Incoming Solar Radiation, Outgoing Longwave Radiation, Soil Respiration, Methane, Plant Characteristics, Canopy Characteristics, Solar Irradiance, Humidity , Soil Texture, Precipitation Rate , Soil Moisture/Water Content , Soil Gas/Air, Atmospheric Carbon Dioxide, Carbon , Leaf Characteristics, Biomass, Dominant Species, Surface Temperature , Surface Winds , Biogeochemical Cycles , Forests, Soil Temperature
Varying effects of tree cover on relationships between satellite-observed vegetation greenup date and spring temperature across Eurasian boreal forests
2023
Ding, Chao, Meng, Yuanyuan, Huang, Wenjiang, Xie, Qiaoyun
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 , Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification , Albedo , Anisotropy, Reflectance , Plant Phenology, Enhanced Vegetation Index (EVI)
Toward Improved Regional Hydrological Model Performance Using StateOfTheScience DataInformed Soil Parameters
2023
Li, Chuxuan, Yu, Guo, Wang, Jiali, Horton, Daniel E.
Surface Pressure, Longwave Radiation, Shortwave Radiation, Surface Temperature , Evaporation, Humidity , Convection, Surface Winds , Rain , Land Surface Temperature , Heat Flux, Evapotranspiration , Snow, Canopy Characteristics, Leaf Characteristics, Vegetation Cover, Soil Moisture/Water Content , Soil Temperature, Albedo , Snow Water Equivalent , Runoff , Surface Soil Moisture
Understanding global groundwater-climate interactions
2023
Ndehedehe, Christopher E., Adeyeri, Oluwafemi E., Onojeghuo, Alex O., Ferreira, Vagner G., Kalu, Ikechukwu, Okwuashi, Onuwa
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
Uncertainty estimation for a new exponential-filter-based long-term root-zone soil moisture dataset from Copernicus Climate Change Service (C3S) surface ...
2023
Pasik, Adam, Gruber, Alexander, Preimesberger, Wolfgang, De Santis, Domenico, Dorigo, Wouter
Soil Temperature, Soil Moisture/Water Content , Root Zone Soil Moisture, Surface Soil Moisture