Machine learning reveals hidden bias in ERA5 cloud heights over Earth's third pole
2026
Zhao, W., Wang, Y. N., Pan, Y. B., Pan, L. J., Bi, Y. H., Wu, X., Tian, Y. F., Qiu, Y. H., Wang, T. Q., Lu, D. R.
Cloud Types, Cloud Properties, Cloud Liquid Water/Ice, Land Use/Land Cover Classification
Machine learning technique for net ecosystem exchange of carbon dioxide simulation and assessment: a regional analysis of Japanese islands
2026
Gorbarenko, Artem, Gorbarenko, Elizaveta, Mikhailov, Dmitry, Vlasov, Alexander, Saeed, Muhammad
Land Use/Land Cover Classification , Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Photosynthesis, Primary Production, Vegetation Productivity
Low-intensity urban development delays the spring departures of
2026
Adams, Carrie Ann, Tomaszewska, Monika A., Henebry, Geoffrey M., La Sorte, Frank A., Horton, Kyle G.
Land Surface Temperature , Emissivity
Making a Dust Source Map: Can We Build, Implement, and Learn From a Reflectance Derived Sediment Supply Map in the Unified Forecast System (UFS)?
2026
Faber, E., Baker, B., Rocha Lima, A., Schepanski, K.
Reflectance
Long-term spatiotemporal prediction and changing patterns of
2026
Liu, Yannan, Qian, Yingzhi, Zhu, Yan, Li, He, Wang, Kang
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Plant Phenology, Plant Phenological Changes
LongTerm Variability of Homogenized GPSDerived Precipitable Water Vapor Over Chinese Stations (20002020)
2026
Bai, Jingna, Van Malderen, Roeland, Pottiaux, Eric, Zhang, Weixing, Lou, Yidong, Liu, Jingnan
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
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
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 crop types in smallholder mono- and intercropping systems with multi-sensor data in regions with multiple growing cycles
2026
Akinyemi, Felicia O., Rufin, Philippe, Ibrahim, Esther Shupel, Hostert, Patrick, Ogunsumi, Lucia O., Egbetokun, Olugbenga A., Ifejika Speranza, Chinwe
Land Use/Land Cover Classification
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
Landscape can play a role in the moisture content of temperate fuels
2026
Ivison, Katy, Graham, Laura J., Little, Kerryn, Orpin, Alice, Kettridge, Nicholas
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Landscape character assessment of Nigeria: A machine-assisted learning approach
2026
Eneche, Patrick Samson Udama, Zeng, Yijian, Atun, Funda, Ujoh, Fanan, Pfeffer, Karin
Land Surface Temperature , Emissivity
Landslide susceptibility assessment in the Central Yunnan Plateau by assembling optimized statistical and machine learning models
2026
Chen, Jieying, Li, Qin, Huang, Cheng, Hu, Xie, Shen, Zehao
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Large lake buffers regional extreme heat and surface energy under the 2022 record-breaking heatwave in China
2026
Xing, Zikang, Li, Yunliang, Dai, Yufeng, Wei, Jianhui, Ma, Miaomiao, Zhang, Xuejun, Gao, Hui
Land Surface Temperature , Emissivity
Large-scale drivers and ocean-land feedbacks contributing to extreme
2026
Chrysanti, Asrini, Son, Sangyoung
Sea Surface Temperature
Land Surface Heterogeneity Captured by Topography-Based Subgrid
2026
Tesfa, Teklu K., Leung, L. Ruby, Duan, Zhuoran
Precipitation Amount, Maximum/Minimum Temperature, Shortwave Radiation, Snow Water Equivalent , Vapor Pressure, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Land surface information from satellites boost near-surface temperature forecast skill
2026
Ruiz-Vasquez, Melissa, O, Sungmin, Brenning, Alexander, Reichstein, Markus, Balsamo, Gianpaolo, Orth, Rene
Emissivity, Land Surface Temperature
Land Surface Temperature Shows Negligible Difference Between Inside and
2026
Duan, Chunhui, Han, Cunbo, Hu, Wei, Liu, Jiawei, Ma, Yaoming
Albedo , Anisotropy, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity, Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
Land-Ocean Contrast in Low-Cloud Adiabatic Fraction Modulated by Cloud
2026
Lu, Xin, Zhu, Yannian, Rosenfeld, Daniel
Atmospheric Emitted Radiation, Emissivity, Optical Depth/Thickness, Radiative Flux, Reflectance , Transmittance, Clouds , Cloud Condensation Nuclei, Cloud Droplet Concentration/Size, Cloud Liquid Water/Ice, Cloud Optical Depth/Thickness, Cloud Precipitable Water, Cloud Asymmetry, Cloud Ceiling, Cloud Frequency, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Cloud Emissivity, Cloud Radiative Forcing, Cloud Reflectance, Cloud Types
Landsat observations reveal increasing trend in lake clarity on the
2026
Wang, Shenglei, Zhang, Wenzhi, Tan, Zhangru, Spyrakos, Evangelos, Shi, Kun, Somasundaram, Deepakrishna, Wu, Zijun, Zhang, Fangfang, Li, Junsheng, Zhang, Bing
Reflectance
L. Duncanson a,* PM Montesano b,c,A. Neuenschwander d, A.
2026
Duncanson, L., Montesano, P.M., Neuenschwander, A., Zarringhalam, A., Thomas, N., Minor, D.M., Wulder, M.A., White, J.C., Guenther, E., Feng, T., Leitold, V., Hancock, S., Armston, J., Puliti, S., Mandel, A.I., Shah, S., Silva, C., Purslow, M., Bruening, J., Breidenbach, J., Nsset, E., Saarela, S., Hunka, N., Kellner, J.R., Healey, S.P., Schepaschenko, D., Wallerman, J., Neigh, C.S.R., Carvalhais, N., Dubayah, R.
Land Use/Land Cover Classification , Reflectance , Biomass, Terrestrial Ecosystems , LIDAR WAVEFORM, Evergreen Vegetation, Shrubland/Scrub, Grasslands, Forests, Canopy Characteristics, Deciduous Vegetation
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
Impact of Spatial Scale on Optical Earth Observation-Derived Seasonal Surface Water Extents
2026
Gaines, Mollie D., Tulbure, Mirela G., Perin, Vinicius, Boast, Darcy, Quiroz, Henry Castellanos, Composto, Rebecca, Tiwari, Varun, Caineta, Julio
Reflectance , Total Surface Water
Impacts of LULC changes on hydrometeorological variables in forested, deforested, and transitional regions of southeastern Australia
2026
Moghim, Sanaz, Tavakoli, Nazanin
Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)