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Global validation and hybrid calibration of CAMS and MERRA-2 PM2. 5 reanalysis products based on OpenAQ platform Jin, Caiyi, Wang, Yuan, Li, Tongwen, Yuan, Qiangqiang 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), Heat Flux, Air Temperature, Skin Temperature, Specific Humidity, Water Vapor, Precipitation Rate, Snow/Ice, Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds, Wind Speed, U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, Geopotential Height, Altitude, Surface Temperature, Upper Air Temperature, Dew Point Temperature, Cloud Top Temperature, Atmospheric Winds, Surface Winds, Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Cloud Top Pressure, Sea Level Pressure, Surface Pressure, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Boundary Layer Winds, Total Ozone
Global water availability boosted by vegetation-driven changes in atmospheric moisture transport Cui, Jiangpeng, Lian, Xu, Huntingford, Chris, Gimeno, Luis, Wang, Tao, Ding, Jinzhi, He, Mingzhu, Xu, Hao, Chen, Anping, Gentine, Pierre, Piao, Shilong Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Global Wildfire Susceptibility Mapping Based on Machine Learning Models Shmuel, Assaf, Heifetz, Eyal Population Density
Global, high-resolution mapping of tropospheric ozoneexplainable machine learning and impact of uncertainties Betancourt, Clara, Stomberg, Timo T., Edrich, Ann-Kathrin, Patnala, Ankit, Schultz, Martin G., Roscher, Ribana, Kowalski, Julia, Stadtler, Scarlet Population Size
Global, high-resolution, reduced-complexity air quality modeling for PM2. 5 using InMAP (Intervention Model for Air Pollution) Thakrar, Sumil K., Tessum, Christopher W., Apte, Joshua S., Balasubramanian, Srinidhi, Millet, Dylan B., Pandis, Spyros N., Marshall, Julian D., Hill, Jason D. Boundaries
Future simulated landscape predicts habitat loss for the Golden Langur (Trachypithecus geei): A range level analysis for an endangered primate Chatterjee, Paromit, Mukherjee, Tanoy, Dutta, Ritam, Sharief, Amira, Kumar, Vineet, Joshi, Bheem Dutt, Chandra, Kailash, Thakur, Mukesh, Sharma, Lalit Kumar Land Use/Land Cover Classification
FY-3A/MERSI precipitable water vapor reconstruction and calibration using multi-source observation data based on a generalized regression neural network Ma, Xiongwei, Yao, Yibin, Zhang, Bao, Du, Zheng Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Gap-filling MODIS daily aerosol optical depth products by developing a spatiotemporal fitting algorithm Zhang, Tao, Zhou, Yuyu, Zhao, Kaiguang, Zhu, Zhengyuan, Asrar, Ghassem R., Zhao, Xia Aerosol Optical Depth/Thickness
Gapless-REMA100A gapless 100-m reference elevation model of Antarctica with voids filled by multi-source DEMs Dong, Yuting, Zhao, Ji, Li, Caiyong, Liao, Mingsheng Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, Glacier Elevation/Ice Sheet Elevation
Gaps in knowledge about distribution, utilization, and management of Sargassaceae (Fucales, Phaeophyta) in Okinawa Island, southern Japan Abe, H., Sanbu, M., Kanai, M., Yamano, H. Sea Surface Temperature
Gaps in network infrastructure limit our understanding of biogenic Malone, Sparkle L., Oh, Youmi, Arndt, Kyle A., Burba, George, Commane, Roisin, Contosta, Alexandra R., Goodrich, Jordan P., Loescher, Henry W., Starr, Gregory, Varner, Ruth K. Land Use/Land Cover Classification
Global preterm births attributable to BTEX (benzene, toluene, ethylbenzene, and xylene) exposure Partha, Debatosh B., Cassidy-Bushrow, Andrea E., Huang, Yaoxian Carbonaceous Aerosols, Nitrogen Oxides, Particulates, Hydrogen Cyanide, Emissions, Non-methane Hydrocarbons/Volatile Organic Compounds, Particulate Matter, Fire Occurrence, Nitrogen Oxides, Sulfur Dioxide, Carbon And Hydrocarbon Compounds
Global quantification of the bidirectional dependency between soil moisture and vegetation productivity Zhang, Wenmin, Wei, Fangli, Horion, Stephanie, Fensholt, Rasmus, Forkel, Matthias, Brandt, Martin Albedo, Anisotropy, Reflectance
Global land surface evapotranspiration monitoring by ETMonitor model driven by multi-source satellite earth observations Zheng, Chaolei, Jia, Li, Hu, Guangcheng Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Snow Cover
Global long-term mapping of surface temperature shows intensified intra-city urban heat island extremes Mentaschi, Lorenzo, Duveiller, Gregory, Zulian, Grazia, Corbane, Christina, Pesaresi, Martino, Maes, Joachim, Stocchino, Alessandro, Feyen, Luc Land Surface Temperature, Emissivity, Natural Hazards, Infrastructure, Sustainability, Land Use/Land Cover
Global maps of aerosol single scattering albedo using combined CERES-MODIS retrieval Devi, Archana, Satheesh, Sreedharan K. Aerosol Extinction, Aerosol Optical Depth/Thickness, Aerosol Optical Depth/Thickness, Aerosol Optical Depth/Thickness
Global maps of cropland extent and change show accelerated cropland expansion in the twenty-first century Potapov, Peter, Turubanova, Svetlana, Hansen, Matthew C., Tyukavina, Alexandra, Zalles, Viviana, Khan, Ahmad, Song, Xiao-Peng, Pickens, Amy, Shen, Quan, Cortez, Jocelyn Photosynthesis, Primary Production, Vegetation Productivity
GlobalScale Shifts in Rooting Depths Due To Anthropocene Land Cover Changes Pose Unexamined Consequences for Critical Zone Functioning Hauser, Emma, Sullivan, Pamela L., Flores, Alejandro N., Hirmas, Daniel, Billings, Sharon A. Vegetation Index, Vegetation Cover, Vegetation Index, Deciduous Vegetation, Reflectance, Land Use/Land Cover Classification, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo
GLOBMAP SWF: a global annual surface water cover frequency dataset during 20002020 Liu, Yang, Liu, Ronggao, Shang, Rong Reflectance
GNSS Radio Occultation Infilling of the African Radiosonde Data Gaps Ding, Tong, Awange, Joseph L., ScherllinPirscher, Barbara, Kuhn, Michael, Khandu, Anyah, Richard, Zerihun, Ayalsew, Bui, Luyen K. 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
GNSS reflectometry global ocean wind speed using deep learning: Development and assessment of CyGNSSnet Asgarimehr, Milad, Arnold, Caroline, Weigel, Tobias, Ruf, Chris, Wickert, Jens Radar Cross-Section, Radar Reflectivity, SIGMA NAUGHT, Flight Data Logs, Surface Winds, Surface Winds
GNSS-R Soil Moisture Retrieval for Flat Vegetated Surfaces Using a Physics-Based Bistatic Scattering Model and Hybrid Global/Local Optimization Azemati, Amir, Melebari, Amer, Campbell, James D., Walker, Jeffrey P., Moghaddam, Mahta Radar Cross-Section, Radar Reflectivity
Going Beyond Global Indicators-Policy Relevant Indicators for SDG 6 Germann, Verena, Langergraber, Gunter Floods, Food Security, Sustainability, Climate Adaptation
Google Earth Engine as Multi-Sensor Open-Source Tool for Monitoring Pakdel-Khasmakhi, Hadis, Vazifedoust, Majid, Paudyal, Dev Raj, Chadalavada, Sreeni, Alam, Md Jahangir Evapotranspiration, Latent Heat Flux
Global ocean lipidomes show a universal relationship between temperature and lipid unsaturation Holm, Henry C., Fredricks, Helen F., Bent, Shavonna M., Lowenstein, Daniel P., Ossolinski, Justin E., Becker, Kevin W., Johnson, Winifred M., Schrage, Kharis, Van Mooy, Benjamin A. S. Ocean Chemistry, Ocean Optics, Ocean Temperature, Salinity/Density
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