Seasonality changes in the terrestrial water cycle under different vegetation types and their attribution in the Songliao River Basin, Northeast China
2026
Fei, Wenli, Shen, Lidu, Liang, Lin, Liu, Yage, Zhang, Yuan, Wang, Anzhi, Wu, Jiabing, Zhu, Ling, Cai, Rongrong, Lai, Jie
Land Use/Land Cover Classification
Seasonality of the North Pacific Oligotrophic Gyre area in the past two decades and a modelling perspective for the 21st century
2026
Meng, Siyu, Gong, Xun, Webber, Benjamin G. M., Joshi, Manoj, Ding, Xiaokun, Gong, Xiang, Gu, Mingliang, Gao, Huiwang
Chlorophyll Concentration, Chlorophyll , Chlorophyll , Chlorophyll , Chlorophyll Concentrations, Phytoplankton
Scenario-based mapping reveals soil organic carbon responses to land-use change in the Amazon Basin
2026
Ma, Lanji, Wang, Jiaxue, Wei, Yujiao, Yu, Peiheng, Hong, Yongsheng, Wu, Zihao, Liu, Yaolin, Zhang, Gan-Lin, Dematte, Jose A.M., Minasny, Budiman, Chen, Yiyun
Photosynthesis, Primary Production, Vegetation Productivity, Burned Area, Fire Dynamics, Fire Occurrence, Vegetation Index, Normalized Difference Vegetation Index (NDVI)
Short-term PM2.5 exposure disproportionately increases pediatric ambulance dispatches among girls and children under age five in India
2026
Kawano, Ayako, Heft-Neal, Sam, Janagama, Srinivasa Rao, Newberry, Jennifer A., Strehlow, Matthew, Bendavid, Eran
Aerosol Optical Depth/Thickness , Population
Mapping four decades of change: Deep learning and Google Earth Engine
2026
Tahmi, Sadiq, Rui, Xiaoping, Guechi, Imen, Hannache, Faris, Wang, Xuege, Chebika, Housseyn
Land Use/Land Cover Classification
Machine-Learning Emulation of the Modeled Basal Thermal State for Totten Glacier
2026
Wang, Junshun, Zhao, Liyun, Dong, Jin, Moore, John C.
Basins, Coastline, Grounding Line, Ice Shelves, Bathymetry, Bed Elevation, Firn Air Content, Glacier/Ice Sheet Thickness, Terrain Elevation , Ice Velocity
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
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
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
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
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 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
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
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
Long-Term Probabilistic Forecast of Vegetation Conditions Using Climate Attributes in the Four Corners Region
2026
McPhillips, Erika, Lee, Hyeongseong, Xie, Xiangyu, Baylis, Kathy, Funk, Chris, Gu, Mengyang
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Local and remote drivers of increased variability in extreme wildfire
2026
Kim, Kiwook, Lee, Myong-In, Lee, Seungseok, Choi, Nakbin, Jin, Fei-Fei, Min, Seung-Ki, Kam, Jonghun
Land Use/Land Cover Classification
Limitations of interpreting orbiting satellite-based fire detection for crop residue burning: Has rice straw burning in northwest India decreased in recent years?
2026
Misra, Prakhar, Hayashida, Sachiko, Moriyama, Masao, Araki, Hikaru
Clouds , Cloud Frequency, Cloud Height, Infrared Radiance, REFLECTED INFRARED, Visible Radiance, Aerosol Optical Depth/Thickness
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-Range Transport Pathways of Intense Wildfire Plumes in the Northern
2026
Ehret, Antoine, Turquety, Solene, Da Silva, Anderson, George, Maya, HadjiLazaro, Juliette, Franco, Bruno, Clarisse, Lieven, Coheur, PierreFrancois, Clerbaux, Cathy
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area, Surface Thermal Properties , Land Surface Temperature , THERMAL ANOMALIES
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
Improving photosynthetic phenology detection by incorporating vegetation index with meteorological factors
2026
Kuang, Yaning, Li, Zifan, Wei, Lixue, Tang, Dong, Mai, Yongjian, Yuan, Huanhuan, Zheng, Lei, Deng, Jianming, Peng, Jie
Land Use/Land Cover Classification