A global dataset of remote sensing-based soil critical point and permanent wilting point
2025
Xu, Yawei, He, Qing, Lu, Hui, Yang, Kun, Entekhabi, Dara, Short Gianotti, Daniel J.
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain, Land Use/Land Cover Classification
A Map of Dominant Cloud-Controlling Factors for Cloud Fraction and Total
2025
Naud, Catherine M., Elsaesser, Gregory S., Booth, James F.
Geopotential Height, Altitude, Surface Temperature , Skin 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, Total Ozone, Vertical Profiles, Ozone Profiles, Clouds , Cloud Optical Depth/Thickness, 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 , Water Vapor Profiles, Cloud Condensation Nuclei, Cloud Droplet Concentration/Size, Cloud Asymmetry, Cloud Ceiling, Cloud Frequency, Cloud Height, Cloud Vertical Distribution, Cloud Emissivity, Cloud Radiative Forcing, Cloud Reflectance, Rain Storms, Sea Surface Temperature Indices, Heat Flux
MERRA-2 tavg1_2d_slv_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Single-Level Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXSLV) at GES DISC MERRA-2 inst6_3d_ana_Np: 3d,6-Hourly,Instantaneous,Pressure-Level,Analysis,Analyzed Meteorological Fields 0.625 x 0.5 degree V5.12.4 (M2I6NPANA) at GES DISC MODIS_CR_Equal_Angle_3h MODIS/Aqua Aerosol Cloud Water Vapor Ozone Daily L3 Global 1Deg CMG SeaFlux Data Products V1
Enhanced Carbon Flux Forecasting via STL Decomposition and Hybrid ARIMA-ES-LSTM Model in Amazon Forest
2025
Dias, Jean A. C., Guimaraes, Pedro H. Do V., Pereira, Williane G. S., Tamasauskas, Leonardo De O., Gomes, Marivan S., Correa, Alan B. S., Figueiredo, Karla, Costa, Gilson, Costa, Gabriel Brito, Costa, Fernando A. R., Seruffo, Marcos C. Da R.
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification , Atmospheric Radiation, Longwave Radiation, Shortwave Radiation, Radiative Flux, Radiative Forcing, Surface Radiative Properties , Albedo , Emissivity, Cloud Properties, Cloud Fraction, Cloud Optical Depth/Thickness, Skin Temperature, Skin Temperature, Sea Surface Skin Temperature, 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, Total Ozone
MODIS/Terra Leaf Area Index/FPAR 8-Day L4 Global 500m SIN Grid V061 MODIS/Terra+Aqua Land Cover Type Yearly L3 Global 500m SIN Grid V061 MODIS/Terra+Aqua Land Cover Type Yearly L3 Global 500m SIN Grid V006 MODIS/Terra Leaf Area Index/FPAR 8-Day L4 Global 500m SIN Grid V006 MERRA-2 tavg1_2d_rad_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Radiation Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXRAD) at GES DISC MERRA-2 tavg1_2d_slv_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Single-Level Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXSLV) at GES DISC
Earth as an Exoplanet: Investigating the Effects of Cloud Variability on the Direct-imaging of Atmospheres
2025
Kelkar, Soumil, Saxena, Prabal, Kopparapu, Ravi, Monteiro, Joy
Geopotential Height, Atmospheric Ozone, Pressure Thickness, Sea Level Pressure, Surface Pressure, Air Temperature, Upper Air Temperature, Atmospheric Water Vapor, Cloud Liquid Water/Ice, Cloud Fraction, U/V Wind Components, U/V Wind Components, Ozone Profiles, Relative Humidity, Cloud Optical Depth/Thickness, Cloud Properties, Cloud Mass Flux, Land Use/Land Cover Classification , Potential Vorticity, Vertical Wind Velocity/Speed, Vertical Profiles, Specific Humidity, Altitude
MERRA-2 tavg3_3d_asm_Nv: 3d,3-Hourly,Time-Averaged,Model-Level,Assimilation,Assimilated Meteorological Fields 0.625 x 0.5 degree V5.12.4 (M2T3NVASM) at GES DISC MERRA-2 tavgM_3d_cld_Np: 3d,Monthly mean,Time-Averaged,Pressure-Level,Assimilation,Cloud Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TMNPCLD) at GES DISC MODIS/Terra+Aqua Land Cover Type Yearly L3 Global 0.05Deg CMG V006 MODIS/Terra+Aqua Land Cover Type Yearly L3 Global 0.05Deg CMG V061 MERRA-2 inst3_3d_asm_Nv: 3d,3-Hourly,Instantaneous,Model-Level,Assimilation,Assimilated Meteorological Fields 0.625 x 0.5 degree V5.12.4 (M2I3NVASM) at GES DISC
Describing seasonal mixtures of cloud regimes via regimes of regimes
2025
Cho, Nayeong, Oreopoulos, Lazaros, Lee, Dongmin, Tan, Jackson, Jin, Daeho
Clouds , Cloud Optical Depth/Thickness, Cloud Top Pressure, Geopotential Height, Altitude, Surface Temperature , Skin 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, Sea Level Pressure, Surface Pressure, Specific Humidity, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Boundary Layer Winds, Total Ozone
Downscaled GRACE data reveals anthropogenic dominance in groundwater
2025
Cui, Bochao, Xue, Dongping, Gui, Dongwei, Liu, Qi, Abd-Elmabod, Sameh Kotb., Chen, Xiaonan, Goethals, Peter, Maeyer, Philippe De
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity
Aura Ozone Monitoring Instrument (OMI) Collection 4 Formaldehyde
2025
Ayazpour, Zolal, Gonzalez Abad, Gonzalo, Nowlan, Caroline R., Sun, Kang, Kwon, HyeongAhn, Chan Miller, Christopher, Chong, Heesung, Wang, Huiqun, Liu, Xiong, Chance, Kelly, OSullivan, Ewan, Zhu, Lei, Vigouroux, Corinne, De Smedt, Isabelle, Stremme, Wolfgang, Hannigan, James W., Notholt, Justus, Sun, Xiaoyu, Palm, Mathias, Petri, Cristof, Strong, Kimberly, Rohling, Amelie N., Mahieu, Emmanuel, Smale, Dan, Te, Yao, Morino, Isamu, Murata, Isao, Nagahama, Tomoo, Kivi, Rigel, Makarova, Maria, Jones, Nicholas, Sussmann, Ralf, Zhou, Minqiang
Cloud Fraction, Cloud Top Pressure, Albedo , Anisotropy, Reflectance , Formaldehyde, Carbon And Hydrocarbon Compounds, ULTRAVIOLET RADIANCE, Solar Irradiance, Geopotential Height, Altitude, Surface Temperature , Skin 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, Sea Level Pressure, Surface Pressure, Specific Humidity, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Boundary Layer Winds, Total Ozone, Land Use/Land Cover Classification
Better satellite precipitation algorithms slightly improved landslide hazard assessment
2025
Stanley, Thomas A., Sutton, Jessica R. P., Vershel, Rachel Soobitsky, Amatya, Pukar M.
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain, Reflectance , Total Surface Water , Landslides
Assessing the relative impacts of satellite ozone and its precursor observations to improve global tropospheric ozone analysis using multiple chemical reanalysis ...
2025
Sekiya, Takashi, Emili, Emanuele, Miyazaki, Kazuyuki, Inness, Antje, Qu, Zhen, Pierce, R. Bradley, Jones, Dylan, Worden, Helen, Cheng, William Y. Y., Huijnen, Vincent, Koren, Gerbrand
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, Nitrogen Dioxide
Big Data Products for Supporting Sustainable Development
2025
Li, Xin, Duan, Anmin, Shangguan, Donghui, Wang, Lei, Li, Chaolun, Che, Tao, Li, Xinwu, Jin, Rui, Ran, Youhua
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), 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)
Amplified dust cycle in Central Asia linked to desert expansion and environmental transformations since 1980
2025
Kang, Jian, Zan, Jinbo, Fang, Xiaomin, Zhang, Weilin, Azamdzhon, Murodov
Aerosol Optical Depth/Thickness , Atmospheric Ozone, Reflectance , Aerosol Optical Depth/Thickness , Aerosol Backscatter, Aerosol Extinction, 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, 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, Aerosols , Sulfur Dioxide , Sulfur Oxides, Sulfate, Sulfur Oxides, Emissions, UV Aerosol Index , Gas/Aerosol Composition, Deposition, Atmospheric Ozone, Reflectance , Ultraviolet Radiation
OMI/Aura TOMS-Like Ozone, Aerosol Index, Cloud Radiance Fraction L3 1 day 1 degree x 1 degree V004 (OMTO3d) at GES DISC MERRA-2 instM_2d_gas_Nx: 2d,Monthly mean,Instantaneous,Single-Level,Assimilation,Aerosol Optical Depth Analysis 0.625 x 0.5 degree V5.12.4 (M2IMNXGAS) at GES DISC MODIS/Terra Aerosol Cloud Water Vapor Ozone Monthly L3 Global 1Deg CMG MERRA-2 inst3_2d_gas_Nx: 2d,3-Hourly,Instantaneous,Single-Level,Assimilation,Aerosol Optical Depth Analysis 0.625 x 0.5 degree V5.12.4 (M2I3NXGAS) at GES DISC MERRA-2 tavgM_2d_adg_Nx: 2d,Monthly mean,Time-averaged,Single-Level,Assimilation,Aerosol Diagnostics (extended) 0.625 x 0.5 degree V5.12.4 (M2TMNXADG) at GES DISC TOMS Earth-Probe Total Ozone (O3) Aerosol Index UV-Reflectivity UV-B Erythemal Irradiances Daily L3 Global 1 deg x 1.25 deg V008 (TOMSEPL3) at GES DISC OMI/Aura TOMS-Like Ozone, Aerosol Index, Cloud Radiance Fraction L3 1 day 1 degree x 1 degree V3 (OMTO3d) at GES DISC MODIS/Terra Aerosol 5-Min L2 Swath 10km TOMS Nimbus-7 UV Aerosol Index Daily L3 Global 1 deg x 1.25 deg Lat/Lon Grid V008 (TOMSN7L3daer) at GES DISC
Strengthening Coupling Between Vegetation and Soil-Atmosphere Compound
2025
Wu, Rong, Wang, Zijun, Meng, Fangxiu, Liu, Yangyang, Shi, Haiyun
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), 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
Simultaneous Reductions in Forest Resilience and Greening Trends in Southwest China
2025
Wu, Huiying, Cui, Tianxiang, Cao, Lin
Land Surface Temperature , Emissivity, Albedo , Anisotropy, Reflectance , Precipitation , Rain, Precipitation Amount, Precipitation Rate , Snow
Spatiotemporal Seamless Estimation of Global Surface Soil Moisture Using Triple Collocation, Machine Learning, and Data Assimilation
2025
Xu, Lei, Ye, Zhenni, Dai, Jin, Li, Qi, Hong, Youting, Tao, Yun, Yu, Hongchu, Zhang, Chong, Chen, Zeqiang, Chen, Nengcheng
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 , Land Use/Land Cover Classification , Carbon , Nitrogen, Soil Water Holding Capacity , Soil Bulk Density, Soil Chemistry, Soil Classification, Soil Horizons/Profile
Retrieval and Evaluation of Global Surface Albedo Based on AVHRR GAC
2025
Li, Shaopeng, Xiao, Xiongxin, Neuhaus, Christoph, Wunderle, Stefan
Land Use/Land Cover Classification , Aerosol Optical Depth/Thickness
Exploring the effects of climatic and environmental heterogeneity on the spatial activity of Patagonian bats
2025
Gimenez, Analia Laura, Grech, Marta Gladys, De Paz, Oscar
Photosynthesis, Primary Production, Vegetation Productivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Infrared Radiance, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification , Land Surface Temperature , Emissivity, Carbon Monoxide , Tropospheric Ozone, Geopotential Height, Tropopause, Atmospheric Ozone, Surface Pressure, Outgoing Longwave Radiation, Surface Temperature , Air Temperature, Skin Temperature, Upper Air Temperature, Humidity , Layered Precipitable Water, Total Precipitable Water, Water Vapor Profiles, Water Vapor Concentration Profiles, Cloud Liquid Water/Ice, Cloud Fraction, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Skin Temperature, Sea Surface Temperature
Land Use and Land Cover Change Patterns from Orbital Remote Sensing Products: Spatial Dynamics and Trend Analysis in Northeastern Brazil
2025
Silva, Jhon Lennon Bezerra da, Silva, Marcos Vinicius da, Lopes, Pabricio Marcos Oliveira, Santos, Rodrigo Couto, Carvalho, Ailton Alves de, Moura, Geber Barbosa de Albuquerque, Silva, Thieres George Freire da, Cezar Bezerra, Alan, Jardim, Alexandre Manicoba da Rosa Ferraz, Ferreira, Maria Beatriz, Silva, Patricia Costa, Silva, Josef Augusto Oberdan Souza, Mesquita, Marcio, Batista, Pedro Henrique Dias, Jordan, Rodrigo Aparecido, Oliveira, Henrique Fonseca Elias de
Total Surface Precipitation Rate, Reflectance
Probabilistic linkages of propagation from meteorological to agricultural drought in the North African semi-arid region
2025
Dahhane, Younes, Ongoma, Victor, Hadri, Abdessamad, Kharrou, Mohamed Hakim, Hakam, Oualid, Chehbouni, Abdelghani
Land Surface Temperature , Emissivity, Total Surface Precipitation Rate
Quantification of long-term spatio-temporal CO2 dynamics in Indian terrestrial ecosystems
2025
Tiwari, Ramakant, Gupta, Dileep Kumar, Chauhan, Prashant Kumar, Singh, Vivek, Singh, Abhay Kumar
Absorption, Radiative Forcing, Atmospheric Carbon Dioxide, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Fire Dynamics, Surface Radiative Properties , Land Surface Temperature
Multifactor Spatial Downscaling of Satellite Precipitation Based on Vegetation Index and Elevation
2025
Zeng, Zhaozhao, Peleg, Nadav, Chen, Haonan, Zhuo, Li
Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Total Surface Precipitation Rate
Modeling the Black and Brown Carbon Absorption and Their Radiative
2025
Tuccella, Paolo, Di Antonio, Ludovico, Di Muzio, Andrea, Colaiuda, Valentina, Lidori, Raffaele, Menut, Laurent, Pitari, Giovanni, Raparelli, Edoardo
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, Optical Depth/Thickness, Radiative Flux, Reflectance , Aerosol Extinction
On the mechanisms that control the rainy season transition period in the southern Congo Basin: On the mechanisms that control the rainy season transition period
2025
Worden, Sarah, Fu, Rong
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, Total Surface Precipitation Rate
Observing decreasing snow cover and increasing surface temperature across the Andes with remotely sensed and reanalysis data
2025
Kim, Kyung Y, Rajaram, Harihar, Lakshmi, Venkataraman
Albedo, Snow Cover , Tropopause, Surface Pressure, Air Temperature, Upper Air Temperature, Total Precipitable Water, Water Vapor, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Sea Surface Temperature , Skin Temperature, Carbon Monoxide , Geopotential Height, Humidity , Water Vapor Profiles, Cloud Liquid Water/Ice, Outgoing Longwave Radiation, Methane, Atmospheric Ozone
Impact Matters: Detection and Early Warning of Agriculturally Impactful
2025
Mohammadi, Koushan, Wang, Guiling
Land Use/Land Cover Classification , 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
A daily gap-free normalized difference vegetation index dataset from 1981 to 2023 in China
2024
Li, Huiwen, Cao, Yue, Xiao, Jingfeng, Yuan, Zuoqiang, Hao, Zhanqing, Bai, Xiaoyong, Wu, Yiping, Liu, Yu
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance