Mapping the global development likelihood of wastewater treatment plants using a novel positive-unlabeled deep neural network
2026
Li, Wenkai, Liu, Hongliang, Li, Mingxuan
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification
Mapping the global potential of onshore field-scale solar PV using positive-unlabeled deep learning
2026
Li, Wenkai, Liu, Hongliang, Hu, Xiaomei, Lu, Xingcheng, Tao, Shengli, Ma, Qin, Yang, Haitao, Liu, Yuanchi, Li, Mingxuan, Li, Tianhong, Guo, Qinghua
Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification , 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 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
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
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
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
Latitudinal variation in temperature dominance of domestic water use
2026
Cheng, Qinzi, Zhang, Weiguo, Lam, Nina Siu Ngan, Yin, Jie
Population Size, Land Use/Land Cover Classification
Leveraging Python for Comparative Hypsometric Analysis Using Different DEMs: Neotectonic Insights from the Man River Basin, Western Madhya Pradesh, India
2026
Rathore, Ankit Kailashi, Khan, Shafia, Verma, Pramod K., Chaure, Shailesh K.
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
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
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
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
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 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
Landscape configuration shapes bird-plant multilayer networks in urban
2026
Tang, Tianyu, Hirao, Toshihide
Land Surface Temperature , Normalized Difference Vegetation Index (NDVI) , Albedo
Lake Unloading Drives Fault Slip and Rift Asymmetry in Southern Tibet
2026
Li, Chunrui, Li, Haibing, Chevalier, MarieLuce, Pan, Jiawei, Liu, Fucai
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps, 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, 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
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
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)
Impacts of orography and urbanization on extreme precipitation event in Beijing during 2023
2026
Cui, Haobo, Yu, Hongyong, Zuo, Xingshuo, Wu, Guocan
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)
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