MACH: A Multi-Attribute Catchment Hydrometeorological dataset
2026
Sink, Katharine, Brikowski, Tom
Vegetation Index, Normalized Difference Vegetation Index (NDVI)
Machine learning assessment of aerosol and meteorological impacts on atmospheric boundary layer height in eastern China: Highlighting the role of aerosol ...
2026
Tian, Yunhang, Wang, Yuying, Lu, Chunsong, Zhu, Bin, Yang, Yuanjian, Yan, Xing, Wang, Nan, Han, Zhanghanshu
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 1.0) , PARTICULATE MATTER (PM 10)
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
Machine Learning-Based Geospatial Risk Modeling of Global Avian
2026
Jindal, Mehak, Lim, Samsung, MacIntyre, C. Raina
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
Macrolitter accumulation in tidal marsh wrack deposits in a large
2026
Garces-Ordonez, Ostin, Canals, Miquel, Noyce, Genevieve L., Rovai, Andre, Collin, Rachel, Thiel, Martin
Intertidal Zone, Wetlands , Sea Level Rise , Tidal Height, Coastal Elevation
Major fires in Indonesian Borneo are possible under all ENSO phases
2026
Lam, Timothy, Catto, Jennifer L., Kay, Gillian, Dunstone, Nick, Barciela, Rosa, Harper, Anna B.
Canopy Characteristics, Digital Elevation/Terrain Model (DEM) , Lidar
Isotopic apportionment of sulfate aerosols between natural and anthropogenic sources in the outflow of South Asia
2026
Clarke, Sean, Holmstrand, Henry, Budhavant, Krishnakant, Remani, Manoj, Haslett, Sophie, Rodiouchkina, Katerina, Kooijman, Ellen, Gustafsson, Orjan
Aerosol Concentration, Sulfate Particles
iTransformerInformed Hourly Surface Ozone Forecasting Using Geostationary Satellite Observations
2026
Cheng, Fan, Wei, Jing, Weng, Fuzhong, Zhou, Shan, Yang, Zeyu, Cheng, Yang, Gao, Jian, Qiu, Xinghua, Zhu, Tong
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Joint Arctic Sea Ice Forecasting Based on Graph-Structured Spatial Modeling and Temporal Transformers
2026
Liu, Bowen, Xi, Caiping, Ma, Yukai, Zhai, Rui, Ma, Ting, Yan, Fan
Sea Ice Concentration
Key Driving Factors of Ecosystem Resilience Under Drought Stress in the Dongjiang River Basin, China
2026
Huang, Qiang, Luo, Xiaoshan, Ouyang, Liao, Yuan, Shuyun, Li, Peng
Land Use/Land Cover Classification
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 climatic drivers of spongy moth (Lymantria dispar dispar) outbreaks revealed by satellite-based defoliation mapping
2026
Scholl, Cameron J., Goodale, Christine L., Xu, Xiangtao
Maximum/Minimum Temperature, Precipitation Amount, Snow Water Equivalent , Vapor Pressure, Shortwave Radiation
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 use change-driven amplification of AOD over the Indo-Gangetic Plain
2026
Singh, Rohit Kumar, Satyanarayana, A.N.V.
Aerosol Extinction, Aerosol Optical Depth/Thickness , Aerosol Optical Depth/Thickness , Aerosol Optical Depth/Thickness
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
Land-Ocean Pathways Linking Indo-Pacific Sea Surface Temperature
2026
Jarugula, Sreelekha, Fournier, Severine, Reager, John, PascoliniCampbell, Madeleine
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Ocean Currents
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
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 Overestimation of Projected Western US Wildfire Burned Forest Area
2026
Cheng, Yu, McColl, Kaighin A., Mickley, Loretta J., Feng, Xu
Longwave Radiation, Shortwave Radiation, Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Temperature, Soil Infiltration, Soil Infiltration, Soil Moisture/Water Content , Surface Soil Moisture, Root Zone Soil Moisture, Soil Moisture/Water Content , Evaporation, Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation , Snow/Ice , Snow Depth , Snow Melt , Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI) , Geopotential Height, Altitude, Surface Temperature , Upper Air Temperature, Dew Point Temperature, Air Temperature, Cloud Top Temperature, Atmospheric Winds , Surface Winds , U/V Wind Components, Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Cloud Top Pressure, Sea Level Pressure, Surface Pressure, Specific Humidity, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Boundary Layer Winds, Skin Temperature
MERRA-2 tavgM_2d_lnd_Nx: 2d,Monthly mean,Time-Averaged,Single-Level,Assimilation,Land Surface Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TMNXLND) at GES DISC MERRA-2 tavgM_2d_slv_Nx: 2d,Monthly mean,Time-Averaged,Single-Level,Assimilation,Single-Level Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TMNXSLV) at GES DISC
Large variability in satellite-based estimates of irrigation water use
2026
Amali, Amali A, Foster, Timothy, Harris, Angela
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
Large-scale drivers and ocean-land feedbacks contributing to extreme
2026
Chrysanti, Asrini, Son, Sangyoung
Sea Surface Temperature
Last Interglacial shoreline successions in southeastern Australia: A
2026
Flament, Nicolas, Murray-Wallace, Colin V.
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)