GloFM: a GLORYS Flow-Matching emulator for spatio-temporal ocean data assimilation
2026
Garcia, Pierre, Archambault, Theo, Bereziat, Dominique, Charantonis, Anastase
Sea Surface Subskin Temperature
Heterogeneous climate impacts on spring phenology of China's wetlands
2026
Feng, Kaidong, Mao, Dehua, Xu, Xiaofeng, Pu, Haiguang, Wang, Ming, Wang, Duanrui, Xing, Zihan, Jiang, Xiapeng, Qin, Ying, Xiang, Hengxing, Wang, Zongming, Van de Voorde, Tim
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Plant Phenology
Integrating physical drivers for wildfire hazard modelling in support of
2026
Corbea-Perez, Alejandro, Merino, Andres, Navarro, Andres, Garcia-Ortega, Eduardo
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Surface Temperature , Emissivity, Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Integrating Satellite and Climate Data for Crop Yield Prediction: Spatiotemporal Analysis and Neural Network based Model
2026
Zena H. Khalil
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification
Integrating causal inference and machine learning to quantify climate-malaria relationships: Evidence of temperature and rainfall thresholds from Colombian municipalities
2026
Gutierrez, Juan David
Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Millennial-scale fire and climate dynamics in the world's largest
2026
Whitney, Bronwen S., Neves, Danilo M., Loughlin, Nicholas J.D., D'Apolito, Carlos, Coblinski Tavares, Carla, Hocking, Emma P., Mayle, Francis E., Power, Mitchell J., Silva, Aguinaldo, Assine, Mario L.
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area
Model sensitivity across scales: a case study of simulating an offshore low-level jet
2026
Hawbecker, Patrick, Lassman, William, Juliano, Timothy W., Kosovic, Branko, Haupt, Sue Ellen
Sea Surface Temperature , 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, Sea Surface Topography , Vertical Profiles, Ozone Profiles, Sea Surface Temperature , Sea Surface Temperature , Sea Surface Temperature , Sea Surface Temperature , 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, Heat Flux, Heat Flux, Heat Flux, Longwave Radiation, Shortwave Radiation, Water Vapor Tendency, Water Vapor Flux, Cloud Dynamics, Cloud Microphysics, Ice Fraction, Sea Surface Skin Temperature, Skin Temperature
GHRSST Level 4 OSPO Global Foundation Sea Surface Temperature Analysis (GDS version 2) 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) MERRA-2 const_2d_asm_Nx: 2d, constants 0.625 x 0.5 degree V5.12.4 (M2C0NXASM) 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) GHRSST Level 4 MUR Global Foundation Sea Surface Temperature Analysis (v4.1) GHRSST NOAA/STAR GOES-16 ABI L3C America Region SST v2.70 dataset in GDS2 GHRSST Level 4 K10_SST Global 10 km Analyzed Sea Surface Temperature from Naval Oceanographic Office (NAVO) in GDS2.0 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) MERRA-2 inst6_3d_ana_Nv: 3d,6-Hourly,Instantaneous,Model-Level,Analysis,Analyzed Meteorological Fields 0.625 x 0.5 degree V5.12.4 (M2I6NVANA) MERRA-2 tavg1_2d_ocn_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Ocean Surface Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXOCN) GHRSST Level 4 CMC0.1deg Global Foundation Sea Surface Temperature Analysis (GDS version 2)
Meteorological to agricultural drought transitions compounded by heat waves in historical and future climates
2026
Short Gianotti, Daniel J., Gannon, Meriah J., Entekhabi, Dara
Brightness Temperature, Surface Soil Moisture, Tropopause, Surface Pressure, Air Temperature, Upper Air Temperature, Total Precipitable Water, Water Vapor, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Sea Surface Temperature , Skin Temperature, Carbon Monoxide , Geopotential Height, Humidity , Water Vapor Profiles, Cloud Liquid Water/Ice, Outgoing Longwave Radiation, Methane, Atmospheric Ozone, Tropospheric Ozone, Sulfur Dioxide , Surface Temperature , Cloud Fraction
Mapping tipping risks from Antarctic ice basins under global warming
2026
Winkelmann, Ricarda, Garbe, Julius, Donges, Jonathan F., Albrecht, Torsten
Basins, Coastline, Grounding Line, Ice Shelves
Lagged effect of temperature and rainfall on malaria incidence in Colombia (20132023): An approach with Bayesian spatiotemporal adjustment
2026
Gutierrez, Juan David
Land Use/Land Cover Classification
Localized Browning in Thermokarst-Dominated Landscapes Reverses Regional Greening Trends Under a Warming Climate in Northeastern Siberia.
2026
Wang, Ruixin, Wang, Ping, Xu, Li, Liu, Shiqi, Huang, Qiwei
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification
Long-term least-cost geospatial electrification planning to bridge the electricity access gap: the case of Ethiopia
2026
Temesgen, Adugnaw Lake, Wassie, Yibeltal T., Bekele, Getachew, Ahlgren, Erik O.
Land Use/Land Cover Classification
Linking microbial life strategies to carbon mineralization under diverse tillage practices: Insights from eroding black soil hillslopes
2026
Qian, Rui, Gao, Lei, Liu, Junjie, Biswas, Asim, Peng, Xinhua
Land Use/Land Cover Classification
Machine and deep learning-based forecast of Tehran's accelerating nighttime surface heat island crisis
2026
Zargari, Motahhareh, Ghader, Sarmad, Perez, Isidro A., Garcia, M. Angeles
Land Surface Temperature , Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Machine learning analysis of Iran's wildfire landscape and anthropogenic influences
2026
Sadra, Nasim, Nikoo, Mohammad Reza, Nazari, Rouzbeh, Karimi, Maryam, Uddin, Md Galal, Gandomi, Amir H.
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Fire Dynamics, Surface Radiative Properties , Land Surface Temperature
Interannual variability of spring dust column mass concentration over
2026
Zhang, Hailiang, He, Qing, Aihaiti, Ailiyaer, Li, Yongkang, Zeng, Kang, Jiang, Hong, Liao, Qimei
Land Use/Land Cover Classification , 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) , Emissions, UV Aerosol Index , Gas/Aerosol Composition, Deposition
MODIS/Terra+Aqua Land Cover Type Yearly L3 Global 0.05Deg CMG V006 MODIS/Terra+Aqua Land Cover Type Yearly L3 Global 0.05Deg CMG V061 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) MERRA-2 tavgM_2d_adg_Nx: 2d,Monthly mean,Time-averaged,Single-Level,Assimilation,Aerosol Diagnostics (extended) 0.625 x 0.5 degree V5.12.4 (M2TMNXADG)
Intercomparison of Earth Observation products for hyper-resolution
2026
Garcia-Garcia, Almudena, Stradiotti, Pietro, Di Paolo, Federico, Filippucci, Paolo, Fischer, Milan, Orsag, Matej, Brocca, Luca, Peng, Jian, Dorigo, Wouter, Gruber, Alexander, Droppers, Bram, Wanders, Niko, Haag, Arjen, Weerts, Albrecht, Modiri, Ehsan, Rakovec, Oldrich, Frances, Felix, DallAmico, Matteo, Anderson, Martha, Hain, Christopher, Samaniego, Luis
Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux, Surface Soil Moisture
Internal solitary waves refraction and diffraction from interaction with eddies off the Amazon Shelf from SWOT
2026
Goret, Chloe, Koch-Larrouy, Ariane, Kouogang, Fabius, de Macedo, Carina Regina, M'Hamdi, Amine, Magalhaes, Jorge M., da Silva, Jose Carlos Bastos, Tchilibou, Michel, Artana, Camila, Dadou, Isabelle, Delepoulle, Antoine, Barbot, Simon, Ballarotta, Maxime, Carrere, Loren, Costa da Silva, Alex
Infrared Radiance, REFLECTED INFRARED, Visible Radiance
Intensified seasonal droughts and carryover effects amplify negative growth anomalies in Eurasian grasslands during the past four decades
2026
Anniwaer, Nazhakaiti, Chen, Jiana, Zhang, Yanan, Zhao, Weiqing, He, Yue, Wang, Kai, Cao, Sen, Zhu, Zaichun
Land Use/Land Cover Classification
Mapping Evapotranspiration and Diffuse Recharge via Variational
2026
Mahmood, Asif, Farhadi, Leila
Land Use/Land Cover Classification , Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Surface Soil Moisture
Mapping Antarctic geothermal heat flow with deep neural networks optimized by particle swarm optimization algorithm
2026
Liu, Shaoxia, Tang, Xueyuan, Yang, Shuhu, Wang, Lijuan, Liu, Jianjie
Basins, Coastline, Grounding Line, Ice Shelves
Leveraging sUAS-Sentinel-2 synergy for cross-scale mapping of canopy
2026
Kolluru, Venkatesh, John, Ranjeet, Chen, Jiquan, Henebry, Geoffrey M., Xiao, Jingfeng, Shinde, Rajat, Kussainova, Maira, Ganzorig, Ulgiichimeg
Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps, Plant Phenology, Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification
Multi-scale greening dynamics in Turkiye's Ecoregions (20012024): the effects of elevation and land cover on NDVI change tendencies
2026
Isk, Fatih, Eraslan, Selim
Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Phenology-Aligned multi-task temporal fusion framework for satellite-based triple-seasonal rice yield estimation in Southeast Asia
2026
Lin, Zhixian, Guan, Kaiyu, Wang, Sheng, Zhou, Qu, You, Liangzhi, Chen, Xuan, Luo, Xiangzhong, Zhao, Kejie
Primary Production, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Gross Primary Production (gpp), Reflectance
Phenophase-specific climate impacts and legacy effects govern autumn
2026
Li, Yizhuo, Zhang, Yuan, Wang, Anzhi
Land Use/Land Cover Classification , Reflectance , Enhanced Vegetation Index (EVI)