Deep learning calibration model for PurpleAir PM2.5 measurements:
2025
Ghahremanloo, Masoud, Choi, Yunsoo, Momeni, Mahmoudreza
Population Density, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Daily high-resolution surface PM<sub>2.5</sub> estimation over Europe by
2025
Shetty, Shobitha, Hamer, Paul D., Stebel, Kerstin, Kylling, Arve, Hassani, Amirhossein, Berntsen, Terje Koren, Schneider, Philipp
Population Density, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Plant Phenology, Enhanced Vegetation Index (EVI), Aquatic Ecosystems, Terrestrial Ecosystems , Vegetation, Soils
Daily Life in Postcolonial Africa
2025
Falola, Toyin
Boundaries, Sustainability
Daily rainfall variability controls humid heatwaves in the global tropics and subtropics
2025
Jackson, Lawrence S., Birch, Cathryn E., Chagnaud, Guillaume, Marsham, John H., Taylor, Christopher M.
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
Daily Regional Gravity Field Estimation Using GRACE Follow-On
2025
Li, Haosi, Yi, Shuang, Han, ShinChan, Tang, He
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 , Gravity
Daily spatial temperature range: Spatiotemporal pattern and climate change response
2025
Liu, Fayong, Zou, Xinyu, Huang, Yuanyuan
Surface Temperature , Skin Temperature, Upper Air Temperature, Air Temperature, Atmospheric Winds , Surface Winds , U/V Wind Components, Atmospheric Pressure, Sea Level Pressure, Surface Pressure, Specific Humidity, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Altitude, Boundary Layer Winds
Dam break analysis of Haditha Dam West of Iraq by using the HEC-RAS model
2025
Mohammed, Samar Ibrahim, Sulaiman, Sadeq Oleiwi, Mahmood, Othman Abdulhameed
Reforestation, Terrestrial Ecosystems , Permafrost , Rock Glaciers, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion , Glacier Thickness/Ice Sheet Thickness, Glacier Topography/Ice Sheet Topography, Glaciers , Ice Sheets, Icebergs , Ice Deformation, Ice Depth/Thickness , Ice Edges, Ice Extent , Ice Floes, Ice Growth/Melt , Ice Roughness, Ice Temperature, Ice Types, Icebergs , Leads, Pack Ice , Polynyas , Reflectance , Sea Ice Motion , Ice Extent , Ice Growth/Melt , Ice Motion, Ice Velocity, Lake Ice , Permafrost , River Ice, Snow Cover , Landslides , Aeolian Landforms , Coastal Landforms , Fluvial Landforms, Glacial Landforms, Karst Landforms, Tectonic Landforms , Land Use/Land Cover Classification , Landscape Ecology, Landscape Patterns, Landscape Processes, Reforestation, Surface Roughness, Terrain Elevation , Topographic Effects, Barrier Islands, Beaches, Deltas, Dunes, Estuaries, Fjords, Inlets, Lagoons, Mangroves, Marshes, Rocky Coasts, Shorelines, Wind Waves, Surface Winds , Ice Deformation, Ice Depth/Thickness , Ice Edges, Ice Extent , Ice Floes, Ice Roughness, Ice Types, Icebergs , Leads, Pack Ice , Polynyas , Sea Ice Motion , Glacial Landforms, Caldera, Cinder Cone, Faults, Folds, Geyser, Graben, Horst, Lava Dome, Lava Plain, Maar, Mountains, Plateau, Ridge, Rift Valley, Tuya, Volcano, Tectonic Landforms, Earthquakes , Plate Tectonics, Volcanic Activity, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion , Glacier Topography/Ice Sheet Topography, Glaciers , Ice Sheets, Icebergs , Ice Extent , Ice Growth/Melt , Ice Motion, Ice Velocity, Lake Ice , Permafrost , River Ice
Damage intensity increases ice mass loss from Thwaites Glacier, Antarctica
2025
Li, Yanjun, Coulon, Violaine, Blasco, Javier, Qiao, Gang, Yang, Qinghua, Pattyn, Frank
Ice Velocity
Deep learning inversion method for canopy height Based on collaborative modelling of GEDI waveforms and geographic environmental factors
2025
Yan, Yi, Han, Ling, Li, Liangzhi, Jing, Ying
Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography , Vegetation Height, Digital Elevation/Terrain Model (DEM) , LIDAR WAVEFORM
Deep learning of flood forecasting by considering interpretability and physical constraints
2025
Zhang, Ting, Zhang, Ran, Li, Jianzhu, Feng, Ping
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
Deep learning of seasonal peak snow water content of global boreal
2025
Kumawat, Divya, Ebtehaj, Ardeshir, Kumar, Sujay, Colliander, Andreas
Snow Water Equivalent , Brightness Temperature, Surface Soil Moisture
Deep learning the flow law of Antarctic ice shelves
2025
Wang, Yongji, Lai, Ching-Yao, Prior, David J., Cowen-Breen, Charlie
Ice Velocity, Bathymetry, Bed Elevation, Firn Air Content, Glacier/Ice Sheet Thickness, Terrain Elevation
Deep Neural Emulator of Radiative Transfer Model for Near-Infrared Hyperspectral Simulation: Implications for Fast Satellite Retrieval of XCO
2
2025
Hu, Ruohua, Li, Tongwen, Wu, Jingan, Wang, Yuan, Zhang, Lingfeng
Atmospheric Carbon Dioxide, Infrared Radiance
OCO-2 Level 1B calibrated, geolocated science spectra, Retrospective Processing V10r (OCO2_L1B_Science) at GES DISC OCO-2 Level 1B calibrated, geolocated science spectra Retrospective Processing V11.2r (OCO2_L1B_Science) at GES DISC OCO-2 Level 1B calibrated, geolocated science spectra, Retrospective Processing V11r (OCO2_L1B_Science) at GES DISC OCO-2 Level 2 geolocated XCO2 retrievals results, physical model, Retrospective Processing V10r (OCO2_L2_Standard) at GES DISC OCO-2 Level 2 geolocated XCO2 retrievals results, physical model Retrospective Processing V11.2r (OCO2_L2_Standard) at GES DISC OCO-2 Level 2 geolocated XCO2 retrievals results, physical model, Retrospective Processing V11r (OCO2_L2_Standard) at GES DISC
Deep Reinforcement Learning-Based Routing Method for Low Earth Orbit Mega-Constellation Satellite Networks with Service Function Constraints
2025
Chen, Yan, Cao, Huan, Wang, Longhe, Chen, Daojin, Liu, Zifan, Zhou, Yiqing, Shi, Jinglin
Population Density
Deep Soil Water Reservoirs Modulate Land Use and Drought Effects on the Water Budget of Amazon Headwaters
2025
Atwood, Abra, Coe, Michael T., Neill, Christopher, MaracahipesSantos, Leonardo, Brando, Paulo, Riskin, Shelby H., Castanho, Andrea, Deegan, Linda, Silveiro, Antonio Carlos, Macedo, Marcia N.
Evapotranspiration , Latent Heat Flux
Deep tectonic movement beneath the Northeastern Tibetan Plateau based on InSAR and GRACE
2025
Wen, Zhiqiang, Rao, Weilong, Sun, Wenke
Gravity
Deep transfer learning for spatiotemporal mapping of PM2.5 nitrate
2025
Zheng, Xi, Meng, Haiyan, Zhao, Zixiang, Liu, Xinyi, Zhou, Li, Grieneisen, Michael L., Zhang, Han, Zhan, Yu, Yang, Fumo
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 1.0) , PARTICULATE MATTER (PM 10) , RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
DeepAir: Deep learning and satellite imagery to estimate high-resolution PM2. 5 at scale
2025
Guo, Wenxuan, Hu, Zhaoping, Jin, Ling, Xu, Yanyan, Gonzalez, Marta C
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Fossil Fuel Burning, Atmospheric Carbon Dioxide
DeepBase: A Deep Learning-based Daily Baseflow Dataset across the United States
2025
Ghaneei, Parnian, Moradkhani, Hamid
Land Surface/Agriculture Indicators, Drought Indices, Satellite Soil Moisture Index, Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent , Vapor Pressure, Shortwave Radiation, Heat Flux, Longwave Radiation, Surface Temperature , Evaporation, Evapotranspiration , Rain , Snow, Canopy Characteristics, Leaf Characteristics, Vegetation Cover, Soil Moisture/Water Content , Soil Temperature, Albedo , Land Surface Temperature , Snow Water Equivalent , Runoff
Detection and Flagging of Radio Frequency Interference Contamination in SMAP Ocean Observations
2025
Meissner, Thomas, Manaster, Andrew
Brightness Temperature, Sea Surface Temperature , Salinity
Detection of 85 new active subglacial lakes in Antarctica from a decade of CryoSat-2 data
2025
Wilson, Sally F., Hogg, Anna E., Rigby, Richard, Gourmelen, Noel, Nias, Isabel, Slater, Thomas
Basins, Coastline, Grounding Line, Ice Shelves, Snow Grain Size, Surface Morphology
Detection of Banana Diseases Based on Landsat-8 Data and Machine
2025
Retkute, Renata, Crew, Kathleen S., Thomas, John E., Gilligan, Christopher A.
Land Surface Temperature , Emissivity
Detection of Crustal Deformation Using a Gravimetric and Multitemporal Interferometric SAR (MT-InSAR) Approach
2025
Daramola, Olagoke E., Epuh, Emeka E., Okolie, Chukwuma J., Arungwa, Ikenna D., Apeh, Ojima I., Fatoyinbo, Ahmed, Akinnusi, Samuel, Orji, Michael J., Tenzer, Robert
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 , RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Detection of multi-year ex-fast ice in the Weddell Sea, Antarctica
2025
Koo, Younghyun, Xie, Hongjie, Meier, Walter N., Ackley, Stephen F., Kurtz, Nathan T.
Freeboard
Detection of Rainfall Variability on the Basis Ordinal Score
2025
Mishra, Parthasarathi, Kannan, Srinivasa Ramanujam
Total Surface Precipitation Rate