Remote Sensing-Based Assessment of Evapotranspiration and Crop Water Stress in the Volta Basin, 20002023
2026
Olawoyin, Rachel, Amoah, George Owusu, Danquah, Jones Abrefa
Land Use/Land Cover Classification , Land Surface Temperature , Emissivity
Satellite-Based Fraction of Available Water Reveals Soil Moisture Deficits Preceding Major Wildfires
2026
Goffin, Benjamin D., Fernandez, Alfonso, Etchanchu, Jordi, Fang, Bin, Lakshmi, Venkataraman
Vegetation Water Content, Soil Moisture/Water Content , Skin Temperature, Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area, Root Zone Soil Moisture, Surface Soil Moisture, RADAR IMAGERY, Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Land Use/Land Cover Classification , Topographical Relief Maps, Plant Phenology, Enhanced Vegetation Index (EVI), Brightness Temperature, SIGMA NAUGHT
Scalable sub-meter mapping of woody vegetation and structures across California's heterogeneous landscape using deep learning
2026
Zhu, Yunzhe, Dixon, Dan J., Jin, Yufang
Urban Lands, Land Use/Land Cover , Urbanization/Urban Sprawl , Infrastructure , Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification
Scaling intra-urban climate fluctuations
2026
Duran-Sala, Marc, Hendrick, Martin, Manoli, Gabriele
Land Surface Temperature , Natural Hazards , Infrastructure , Land Use/Land Cover , Sustainability
Satellite Monitoring of Wildfire Intensity and Emissions of Climate-Active Gases and Aerosols in the Russian Far East
2026
Bondur, V. G., Feoktistova, N. V., Zima, A. L.
Land Use/Land Cover Classification , Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area
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
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)
Season-land-use heterogeneity Bayesian Three-Cornered Hat (SLH-BTCH) for precipitation fusion in ungauged and sparsely gauged regions
2026
Yu, Qiangwei, Dong, Xiaohua, Dong, Zengchuan, Ma, Yaoming, Cheng, Xiang, Hu, Xue'er, Gong, Chengqi, Su, Bob, Wang, Wenzhuo
Land Use/Land Cover Classification , Vegetation Cover, Land Use Classes
Shrinking groundwater in India's population epicentre
2026
Mizan, Syed Adil, Paswan, Abhilash K., Tiwari, V. M.
Land Use/Land Cover Classification , Brightness Temperature, Surface Soil Moisture
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
MACH: A Multi-Attribute Catchment Hydrometeorological dataset
2026
Sink, Katharine, Brikowski, Tom
Vegetation Index, Normalized Difference Vegetation Index (NDVI)
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
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 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
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
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
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
LongTerm Discharge Records from United States and European Karst Springs: Data Limitations in Trend Analysis
2026
Toran, Laura, Baraza, Teresa, Call, Kubra Ozdemir, Finegan, Carly R., Hasenmueller, Elizabeth A., Nyquist, Jonathan, Sarker, Shishir K, Spellman, Patricia
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 , Natural Hazards , Infrastructure , Sustainability , Land Use/Land Cover
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
Intensified drought and vegetation-specific responses in the Tianshan Mountains, Central Asia
2026
Wang, Huaijun, Chen, Yaning, Ren, Liang, Li, Zhi, Feng, Ru, Ren, Zhiguo, Li, Yuanqiao, Yang, Yaxue, Pan, Yingping
Vegetation Index, Normalized Difference Vegetation Index (NDVI)
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
Intensifying precipitation extremes and landslide susceptibility using machine learning in the Upper Ganga Sub-Basin, India
2026
Upadhyaya, Anup, Rai, Abhishek Kumar
Population , 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
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)