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Machine and deep learning-based forecast of Tehran's accelerating nighttime surface heat island crisis 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 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 assessment of aerosol and meteorological impacts on atmospheric boundary layer height in eastern China: Highlighting the role of aerosol ... 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 estimates for G20 subnational urban GHG emissions from 20002020 Yu, Ying, Wang, Xuewei, Manya, Diego, Hsu, Angel 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 10), PARTICULATE MATTER (PM 1.0)
Machine learning reveals hidden bias in ERA5 cloud heights over Earth's third pole 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 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 level jet controlled dynamical and thermodynamical regimes of the diurnal cycle of rainfall over the western ghats Utkarsh, Verma, Pokhrel, Samir, Sahoo, Patita Kalyana, Choudhury, B Abida, Yashas, Shivamurthy, Chaudhari, Hemantkumar S, Konwar, Mahen, Saha, Subodh K Total Surface Precipitation Rate
Low-intensity urban development delays the spring departures of Adams, Carrie Ann, Tomaszewska, Monika A., Henebry, Geoffrey M., La Sorte, Frank A., Horton, Kyle G. Land Surface Temperature, Emissivity
Lower Atmospheric Drivers of Upper Atmospheric DaytoDay Variability Over Alaska in Arctic 20182019 Winter Phillips, Sophie R., Bossert, Katrina, Kumari, Komal, Becker, Erich, Frissell, Nathaniel, Harvey, V. Lynn Atmospheric Ozone, Sea Level Pressure, Surface Pressure, Pressure Thickness, U/V Wind Components, U/V Wind Components, Potential Vorticity, Vertical Wind Velocity/Speed, Vertical Profiles, Upper Air Temperature, Air Temperature, Relative Humidity, Specific Humidity, Atmospheric Water Vapor, Cloud Liquid Water/Ice, Cloud Fraction, Altitude, Geopotential Height, Ozone Profiles
Major fires in Indonesian Borneo are possible under all ENSO phases Lam, Timothy, Catto, Jennifer L., Kay, Gillian, Dunstone, Nick, Barciela, Rosa, Harper, Anna B. Canopy Characteristics, Digital Elevation/Terrain Model (DEM), Lidar
Making a Dust Source Map: Can We Build, Implement, and Learn From a Reflectance Derived Sediment Supply Map in the Unified Forecast System (UFS)? Faber, E., Baker, B., Rocha Lima, A., Schepanski, K. Reflectance
Managed rainforests support higher carbon density and sequestration in the Congo Basin Sagang, Le Bienfaiteur, Dalagnol, Ricardo, White, Lee, George-Chacon, Stephanie, Favrichon, Samuel, Li, Shuang, Wagner, Fabien, Liu, Zhihua, Zhang, Dafeng, Ngomanda, Alfred, Medjibe, Vincent, Sonke, Bonaventure, Barbier, Nicolas, Ordway, Elsa M., Saatchi, Sassan Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM, Terrestrial Ecosystems, Plant Characteristics, Terrain Elevation
Long-Term Snow Avalanche Trends in High Mountain Asia: Climatic Drivers Caiserman, Arnaud, Sidle, Roy C., Steiner, Jakob, Shibkov, Evgenii Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration, Wind Speed, Rain, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Cover, Snow Depth, Snow Water Equivalent, Runoff
Long-term spatiotemporal prediction and changing patterns of 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
Long-term trace gas and black carbon measurements at the high-altitude station Mount Kenya: tropical atmospheric variability and the influence of African emissions Bernet, Leonie, Brem, Benjamin T., Bukowiecki, Nicolas, Henne, Stephan, Klausen, Jorg, Mutuku, Mathew, Njiru, David, Nying'uro, Patricia, Zellweger, Christoph, Steinbacher, Martin Wetlands, Methane, Emissions
Long-wavelength steric sea level and heat storage anomaly maps to 2000 m by combining Argo temperature and salinity profiles with satellite altimetry and gravimetry Chambers, Don P., Reinelt, Sara J. Sea Surface Height, Significant Wave Height
LongTerm Variability of Homogenized GPSDerived Precipitable Water Vapor Over Chinese Stations (20002020) 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
Longterm vegetation changes in elephantrelated areas of concern in Kruger National Park, South Africa Coetsee, Corli, Kleyn, Linda, Vogeler, Jody C., Filippelli, Steven K., Vermeulen, Liezl M., Wigley, Benjamin J., Ferreira, Sam Savannas, Vegetation Height, Vegetation Cover, Forest Composition/Vegetation Structure
Mapping and modelling land degradation vulnerability in a semi-arid Klc, Mirac RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Mapping Antarctic geothermal heat flow with deep neural networks optimized by particle swarm optimization algorithm Liu, Shaoxia, Tang, Xueyuan, Yang, Shuhu, Wang, Lijuan, Liu, Jianjie Basins, Coastline, Grounding Line, Ice Shelves
Mapping bee diversity with landscapelevel models to inform conservation Buckner, Mark A., White, Erin L., Howard, Timothy G., Schlesinger, Matthew D., Danforth, Bryan N. Population Density
Mapping critical thresholds and dynamic drivers of net primary productivity response to shrub encroachment in Xilin Gol grasslands using multi-source remote ... 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 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 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
Intercomparison of regional flood frequency estimation procedures in Diop, Serigne Bassirou, Tramblay, Yves, Bodian, Ansoumana, Dieppois, Bastien, Ouarda, Taha B. M. J. Runoff, Soil Texture, Carbon, Cation Exchange Capacity, Organic Matter
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