Using explainable AI to diagnose the representation of environmental drivers in process-based soil organic carbon models
2025
Wang, Lingfei, Abramowitz, Gab, Wang, Ying-Ping, Pitman, Andy, Ciais, Philippe, Goll, Daniel S.
Land Use/Land Cover Classification , Photosynthesis, Primary Production, Vegetation Productivity
Using feature importance as an exploratory data analysis tool on Earth system models
2025
Ries, Daniel, Goode, Katherine, McClernon, Kellie, Hillman, Benjamin
Atmospheric Ozone, Sea Level Pressure, Surface Pressure, U/V Wind Components, U/V Wind Components, Potential Vorticity, Vertical Wind Velocity/Speed, Vertical Profiles, Upper Air Temperature, Air Temperature, Relative Humidity, Specific Humidity, Atmospheric Water Vapor, Cloud Liquid Water/Ice, Altitude, Geopotential Height, Ozone Profiles, 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, 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)
MERRA-2 instM_3d_asm_Np: 3d,Monthly mean,Instantaneous,Pressure-Level,Assimilation,Assimilated Meteorological Fields 0.625 x 0.5 degree V5.12.4 (M2IMNPASM) at GES DISC MERRA-2 tavgM_2d_rad_Nx: 2d,Monthly mean,Time-Averaged,Single-Level,Assimilation,Radiation Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TMNXRAD) at GES DISC MERRA-2 tavgM_2d_aer_Nx: 2d,Monthly mean,Time-averaged,Single-Level,Assimilation,Aerosol Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TMNXAER) at GES DISC
Using imaging spectroscopy and elevation in machine learning to estimate soil salinity in intermittently tidal wetlands
2025
Silva, German D., Roberts, Dar A., Byrd, Kristin B., Chadwick, K. Dana, Walker, Ian J., King, Jennifer Y.
REFLECTED INFRARED, Reflectance
Transformation rate maps of dissolved organic carbon in the contiguous
2025
Li, Lingbo, Li, Hong-Yi, Abeshu, Guta, Tang, Jinyun, Leung, L. Ruby, Liao, Chang, Tan, Zeli, Tian, Hanqin, Thornton, Peter, Yang, Xiaojuan
Runoff , Soil Texture
Transient modeling and control strategies for WT-PV integrated hydrogen production system
2025
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)
Transmission Failure Prediction Using AI and Structural Modeling
2025
Nyame, Sita, Taylor, William O., Hughes, William, Hong, Mingguo, Koukoula, Marika, Yang, Feifei, Spaulding, Aaron, Luo, Xiaochuan, Maslennikov, Slava, Cerrai, Diego
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
Tree Architecture and Structural Complexity in Mountain Forests of the
2025
Das, Smita, Basnet, Prakash, Seidel, Dominik, Roll, Alexander, Ehbrecht, Martin, Holscher, Dirk
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
Tree ring isotopes reveal an intensification of the hydrological cycle in the Amazon
2025
Cintra, Bruno B. L., Gloor, Emanuel, Baker, Jessica C. A., Boom, Arnoud, Schongart, Jochen, Clerici, Santiago, Pattnayak, Kanhu, Brienen, Roel J. W.
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Uranium and Lithium Isotope Ratios of River Solutes Clarify the Role of Bedrock Properties in Landscape Denudation
2025
Ramos, Evan J., Ibarra, Daniel E., Piccione, Gavin
Topographic Effects, Digital Elevation/Terrain Model (DEM) , Terrain Elevation , Rivers/Streams
Urban Flood Risk Zonation Using GeoSM-NatE Tool: A Case Study of Kochi City, India
2025
Abdul Salam, Hudha, Mukherjee, Mahua, Yadav, Brijesh Kumar, Kumar, Atul
Runoff , Soil Texture
Urban heat island assessment with LST-LULC change analysis using Google Earth Engine in Delhi-NCR
2025
Manna, Sudeshna, Chattopadhay, Dipanwita, Das, Sandipan, Singh, T.P.
Land Surface Temperature , Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
using spaceborne lidar for snow depth retrievals: recent findings and utility for hydrologic applications
2025
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
Using the moist static energy variance budget to evaluate tropical cyclones in climate models against reanalyses and satellite observations
2025
Starr, Jarrett C., Wing, Allison A., Camargo, Suzana J., Kim, Daehyun, Lee, Tsung-Yung, Moon, Jihong
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, Atmospheric Ozone, Sea Level Pressure, Surface Pressure, Upper Air Temperature, Vertical Profiles, U/V Wind Components, Ozone Profiles
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 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) at GES DISC
VALIDATION OF NUMERICAL MODEL FOR COASTAL CURRENT FIELD IN THE BAY OF BENGAL
2025
NIIMI, Masaki, NAKAGAWA, Yasuyuki, KOSAKO, Taichi, KUSUHARA, Keisuke, TAMURA, Tamotsu, TAKEYASU, Kimika
Reflectance , Salinity
Validation of the STAEBLE lake evaporation model in mountainous terrain
2025
Henrique F. DUARTE, Luis DIAS, Nelson, IWATA, Hiroki
Land Surface Temperature , Emissivity
Vapor pressure deficit shapes the distributions of carbon use efficiency across Siberia
2025
Gao, Kailin, Zhang, Qian, He, Mingzhu
Land Use/Land Cover Classification , Photosynthesis, Primary Production, Vegetation Productivity
Variability and Influencing Factors of the Convective Boundary Layer Height Over the Tibetan Plateau: Y. Dai et al.
2025
Dai, Yao, Huang, Qian, Wang, Zijun, Guo, Kun, Liao, Huiren, Wang, Mengyuan
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
Variability in habitat selection between herds for a widespread ungulate
2025
Hysen, Logan, Wan, Ho Yi, Jantz, Patrick, Gagnon, Jeff, Cushman, Samuel A.
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Variability of long-term terrestrial water storage changes and its environmental effects in the Three Rivers Source Region, China
2025
Lu, Houliang, Zuo, Huimin, Zhou, Han, Jiao, Yufei, Hu, Xiaonong
Vegetation Index, Normalized Difference Vegetation Index (NDVI)
Variance-based sensitivity analysis of climate variability impact on
2025
Xu, Yingqiang, Albalawneh, Abeer, Al-Zoubi, Maysoon, Baroud, Hiba
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , RADAR IMAGERY, Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Land Use/Land Cover Classification , Plant Phenology, Enhanced Vegetation Index (EVI), Vegetation Index , Normalized Difference Vegetation Index (NDVI), Topographical Relief Maps, Land Surface Temperature , Emissivity
Using rare mosses to resolve barriers in the use of species distribution models for climate change vulnerability assessments
2025
Menchions, Emma, Golinski, G. Karen, NaujokaitisLewis, Ilona, Caners, Richard, Whitton, Jeannette
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Urbanization Impacts on South China Greater Bay Area Extreme RainfallSensitivity to Synoptic Systems during the Pre-Monsoon Period
2025
Hu, Chenxi, Tam, Chi-Yung, Wang, Ziqian, Fang, Xiaoyi, Yang, Zong-Liang
Total Surface Precipitation Rate, Land Use/Land Cover Classification
Urbanization pressures on climate adaptation capacity of forest habitats
2025
Huang, Anqi, Xu, Xiyan, Jia, Gensuo
Land Surface Temperature , Emissivity, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI) , Population Density
Use of digital elevation models for flood susceptibility assessment via a hydrogeomorphic approach: A case study of the Basento River in Italy
2025
Albano, Raffaele, Adamowski, Jan
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
Use of GLOBE observer citizen science data to validate continental-scale canopy height maps derived from ICESat-2 and GEDI
2025
Lu, Mei-Kuei, Popescu, Sorin C., Campbell, Brian A.
Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography , Vegetation Height