Learning feature representations with recurrent neural networks for the Earth Sciences
2026
Campos-Taberner, Manuel, Mateo-Sanchis, Anna, Adsuara, Jose E., Martinez, Beatriz, Rhif, Manel, Ben Abbes, Ali, Piles, Maria, Perez-Suay, Adrian, Garcia-Haro, Francisco Javier, Gilabert, M.A.
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
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
Locally Relevant Streamflow by Integrating a Land Surface Model Ensemble With a TwoStage LSTM PostProcessor
2026
Magotra, Bhanu, Saharia, Manabendra
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Long-term assessment of reproductive parameters of broad-snouted caiman
2026
Ortiz, R. N., Zamboni, L. P., Tentor, F. R., Larriera, A., Siroski, P. A., Parachu Marco, M. V.
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
Interpreting Changes in Global Methane Budget in a Chemistry-Climate
2026
He, Jian, Naik, Vaishali, Horowitz, Larry W.
Land Use/Land Cover Classification , Vegetation Index , Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo , Reflectance
Joint calibration of multi-scale hydrological data sets using probabilistic water balance data fusion: methodology and application to the irrigated Hindon River Basin ...
2026
Mourad, Roya, Schoups, Gerrit, Rajendran, Vinnarasi, Bastiaanssen, Wim
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
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 critical thresholds and dynamic drivers of net primary productivity response to shrub encroachment in Xilin Gol grasslands using multi-source remote ...
2026
Wang, Xi, Lyu, Xiaoqing, Liu, Jianhong, Zhu, Wenquan, Jia, Ruolan, Wang, Ziqi, Wang, Jing, Li, Wei, Liu, Nan, He, Yanfen
Photosynthesis, Primary Production, Vegetation Productivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
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 Flood-Prone Areas and Crop Damage Assessment Using Remote Sensing and GIS: A Comparative Analysis of the 2010 and 2022 Floods in Sindh, Pakistan
2026
Arif, Hiba, Khan, Mariam, Khan, Imran Ahmed, Lahori, Altaf Hussain, Kausar, Anila
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
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
Monitoring Flood Inundation Dynamics From Space
2026
Campo, C., Tamagnone, P., Choy, S., Tran, T. D., Schumann, G. J.P., Kuleshov, Y.
Atmospheric Water Vapor, Precipitation , Brightness Temperature, Surface Soil Moisture, Terrain Elevation , Vegetation Height, Reflectance , Reflectance
Monitoring snow cover dynamics at 30-m resolution in higher latitude regions using Harmonized Landsat Sentinel-2
2026
Bonney, Mitchell T., Zhang, Yu
Albedo, Snow Cover , Reflectance
More frequent warm and dry spells along persistent cold and wet spells in the Baltics
2026
Kalvane, Gunta, Kalvans, Andis, Briede, Agrita
Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux
Multiple environmental conditions precede Ebola spillovers in Central Africa
2026
Baranowski, Kelsee, Bharti, Nita
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
MTRCL: A spatio-temporal multi-source data fusion method for enhancing short-term wind speed forecast capability of numerical weather prediction
2026
Ju, Xiaolin, Yue, Yiming, Xu, Meng, Chen, Xiang, Lu, Gongzheng
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
Multi-scale concurrent modeling of air pollutants and greenhouse gases
2026
Yang, Yiyue, Zhang, Yang
Aerosol Backscatter, Aerosol Extinction, Aerosol Optical Depth/Thickness , Angstrom Exponent, Aerosol Particle Properties, Aerosol Radiance, Carbonaceous Aerosols, Cloud Condensation Nuclei, Dust/Ash/Smoke , Nitrate Particles, Organic Particles, Particulate Matter, Sulfate Particles, Trace Gases/Trace Species , Atmospheric Emitted Radiation, Emissivity, Optical Depth/Thickness, Radiative Flux, Reflectance , Transmittance, Atmospheric Stability, Humidity , Total Precipitable Water, Water Vapor Profiles, Cloud Condensation Nuclei, Cloud Droplet Concentration/Size, Cloud Liquid Water/Ice, Cloud Optical Depth/Thickness, Cloud Asymmetry, Cloud Ceiling, Cloud Frequency, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Cloud Emissivity, Cloud Radiative Forcing, Cloud Reflectance, Rain Storms, Atmospheric Ozone
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)
Photosynthesis, heat, and structure: an evident hierarchy of environmental conditions driving wetland carbon assimilation
2026
Romero, Eric, Rey-Sanchez, Camilo, Gerlein-Safdi, Cynthia, Baldocchi, Dennis D., Lee, Philip, Dronova, Iryna
Photosynthesis, Primary Production, Vegetation Productivity