Machine-learning-based nowcasting of the Vogelsberg deep-seated landslide: why predicting slow deformation is not so easy
2023
van Natijne, Adriaan L., Bogaard, Thom A., Zieher, Thomas, Pfeiffer, Jan, Lindenbergh, Roderik C.
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Surface Soil Moisture
Modeling atmosphereland interactions at a rainforest sitea case study using Amazon Tall Tower Observatory (ATTO) measurements and reanalysis data
2023
Schmitt, Amelie U., Ament, Felix, de Araujo, Alessandro C., Sa, Marta, Teixeira, Paulo
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) , Atmospheric 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, 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, Total Ozone, Heat Flux, Water Vapor, Precipitation Rate , Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds , Wind Speed , Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, Precipitation Amount, Snow, Rain
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 tavg1_2d_rad_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Radiation Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXRAD) at GES DISC 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 MERRA-2 tavg1_2d_flx_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Surface Flux Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXFLX) at GES DISC GPM IMERG Final Precipitation L3 Half Hourly 0.1 degree x 0.1 degree V07 (GPM_3IMERGHH)
Modelling the terrestrial nitrogen and phosphorus cycle in the UVic ESCM
2023
De Sisto, Makcim L., MacDougall, Andrew H., Mengis, Nadine, Antoniello, Sophia
Soil Classification, Soil Chemistry, Soil Bulk Density, Nitrogen, Carbon , Soil Horizons/Profile, Soil Moisture/Water Content , Soil Water Holding Capacity
Modified flood potential index (MFPI) for flood monitoring in terrestrial water storage depletion basin using GRACE estimates
2023
Jiang, Wei, Ji, Xuan, Li, Yungang, Luo, Xian, Yang, Luyi, Ming, Wenting, Liu, Chang, Yan, Siyi, Yang, Chuanjian, Sun, Cezong
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, Gravity Anomalies, Gravity
Modelling groundwater recharge, actual evaporation, and transpiration in semi-arid sites of the Lake Chad basin: the role of soil and vegetation in ...
2023
Neukum, Christoph, Morales-Santos, Angela, Ronelngar, Melanie, Bala, Aminu, Vassolo, Sara
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Carbon , Nitrogen, Soil Water Holding Capacity , Soil Bulk Density, Soil Chemistry, Soil Classification, Soil Moisture/Water Content , Soil Horizons/Profile
Modelling InSAR-derived hillslope velocities with multivariate statistics: A first attempt to generate interpretable predictions
2023
He, Kun, Tanyas, Hakan, Chang, Ling, Hu, Xiewen, Luo, Gang, Lombardo, Luigi
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 , RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Precipitation , Precipitation Amount, Precipitation Rate
Mapping potentially groundwater-dependent vegetation in the Mediterranean biome using global geodata targeting site conditions and vegetation ...
2023
El-Hokayem, Leonard, De Vita, Pantaleone, Usman, Muhammad, Link, Andreas, Conrad, Christopher
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Evapotranspiration , Photosynthesis, Primary Production, Stratigraphic Sequence, Digital Elevation/Terrain Model (DEM) , Soil Depth, Sediments
Methane emissions from Arctic landscapes during 20002015: an analysis with land and lake biogeochemistry models
2023
Liu, Xiangyu, Zhuang, Qianlai
Landscape Processes, Permafrost , Carbon , Periglacial Processes, Topography
Methane emissions from land and aquatic ecosystems in Western Siberia: An analysis with methane biogeochemistry models
2023
Xi, Xuan, Zhuang, Qianlai, Kim, Seungbum, Zhang, Zhen
Landscape Processes, Permafrost , Carbon , Periglacial Processes, Topography
Maps of active layer thickness in northern Alaska by upscaling P-band polarimetric synthetic aperture radar retrievals
2023
Whitcomb, Jane, Chen, Richard, Clewley, Daniel, Kimball, John S, Pastick, Neal J, Yi, Yonghong, Moghaddam, Mahta
Forests, Vegetation, Methane, Atmospheric Carbon Dioxide, Permafrost , Alpine/Tundra, Soil Moisture/Water Content , Surface Roughness, Soil Depth, Active Layer, Permafrost , Permafrost , PERMAFROST MELT, Permafrost , Active Layer, Permafrost
Maps with 1 km resolution reveal increases in above-and belowground forest biomass carbon pools in China over the past 20 years
2023
Chen, Yongzhe, Feng, Xiaoming, Fu, Bojie, Ma, Haozhi, Zohner, Constantin M., Crowther, Thomas W., Huang, Yuanyuan, Wu, Xutong, Wei, Fangli
Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification , Brightness Temperature, Surface Soil Moisture
Mechanisms of hydrological responses to volcanic eruptions in the Asian monsoon and westerlies-dominated subregions
2023
Zhuo, Zhihong, Kirchner, Ingo, Cubasch, Ulrich
Soil Depth, Soil Horizons/Profile, Soil Water Holding Capacity , Soil Texture, Soil Classification
Integrated effects of co-evolutions among climate, land use and vegetation growing dynamics to changes of runoff quantity and quality
2023
Chang, Di, Li, Shuo, Lai, Zhengqing, Fu, Fanjin, Qi, Xinlong
Carbon , Cation Exchange Capacity, Organic Matter
Long-Term Characteristics of Surface Soil Moisture over the Tibetan Plateau and Its Response to Climate Change
2023
Zhu, Chenxia, Li, Shijie, Hagan, Daniel Fiifi Tawia, Wei, Xikun, Feng, Donghan, Lu, Jiao, Ullah, Waheed, Wang, Guojie
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)
GLDAS Noah Land Surface Model L4 monthly 0.25 x 0.25 degree V2.0 (GLDAS_NOAH025_M) 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 GLDAS Noah Land Surface Model L4 3 hourly 0.25 x 0.25 degree V2.0 (GLDAS_NOAH025_3H) 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 GLDAS Noah Land Surface Model L4 3 hourly 0.25 x 0.25 degree V2.1 (GLDAS_NOAH025_3H) GLDAS Noah Land Surface Model L4 monthly 0.25 x 0.25 degree V2.1 (GLDAS_NOAH025_M)
Linking Flood Risk Mitigation and Food Security: An Analysis of Land-Use Change in the Metropolitan Area of Rome
2023
Marino, Davide, Palmieri, Margherita, Marucci, Angelo, Soraci, Mariangela, Barone, Antonio, Pili, Silvia
Runoff , Soil Texture
Leveraging Important Covariate Groups for Corn Yield Prediction
2023
Schumacher, Britta L., Burchfield, Emily K., Bean, Brennan, Yost, Matt A.
Precipitation Amount, Maximum/Minimum Temperature, Shortwave Radiation, Snow Water Equivalent , Vapor Pressure, 24 Hour Precipitation Amount, Snow Water Equivalent , Carbon , Cation Exchange Capacity, Organic Matter
Long-term air pollution exposure and COVID-19 case-severity: An analysis of individual-level data from Switzerland
2023
Beloconi, Anton, Vounatsou, Penelope
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
Late-fall satellite-based soil moisture observations show clear connections to subsequent spring streamflow
2023
Koster, Randal D., Liu, Qing, Crow, Wade T., Reichle, Rolf H.
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)
Laurentide Ice Sheet persistence during Pleistocene interglacials
2023
LeBlanc, Danielle E., Shakun, Jeremy D., Corbett, Lee B., Bierman, Paul R., Caffee, Marc W., Hidy, Alan J.
Stratigraphic Sequence, Digital Elevation/Terrain Model (DEM) , Soil Depth, Sediments
Implications of alder shrub growth for alpine tundra soil properties in Interior Alaska
2023
Welch, Allison M., Pedron, Shawn A., Jespersen, Robert Gus, Xu, Xiaomei, Martinez, Brittney, Khazindar, Yezzen, Fiore, Nicole M., Goulden, Michael L., Czimczik, Claudia I.
Land Use/Land Cover Classification , Forests, Vegetation Cover, Alpine/Tundra, Reflectance , Dominant Species, Carbon , Soil Moisture/Water Content , Nitrogen, Soil Bulk Density, Normalized Difference Vegetation Index (NDVI)
Interpolating Hydrologic Data Using Laplace Formulation
2023
Xu, Tianle, Merwade, Venkatesh, Wang, Zhiquan
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
Investigation of Land-Atmosphere Coupling during the Extreme Rainstorm
2023
Guo, Yakai, Shao, Changliang, Su, Aifang
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
Investigating Correlations and the Validation of SMAP-Sentinel L2 and In
2023
Jotisankasa, Apiniti, Torsri, Kritanai, Supavetch, Soravis, Sirirodwattanakool, Kajornsak, Thonglert, Nuttasit, Sawangwattanaphaibun, Rati, Faikrua, Apiwat, Peangta, Pattarapoom, Akaranee, Jakrapop
Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture
Investigating earthquake legacy effect on hillslope deformation using InSARderived time series
2023
He, Kun, Lombardo, Luigi, Chang, Ling, Sadhasivam, Nitheshnirmal, Hu, Xiewen, Fang, Zhice, Dahal, Ashok, Fadel, Islam, Luo, Gang, Tanyas, Hakan
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
Interannual variability of spring and summer monsoon growing season carbon exchange at a semiarid savanna over nearly two decades
2023
Scott, Russell L., Johnston, Miriam R., Knowles, John F., MacBean, Natasha, Mahmud, Kashif, Roby, Matt C., Dannenberg, Matthew P.
Estuary, Normalized Difference Vegetation Index (NDVI), Coastal, Soil Organic Carbon (SOC), Land Use/Land Cover