Retrieval of climate and environmental relationship with Gross Primary Production (GPP) from satellite observation in GBAO, Central Asia
2025
Boori, Mukesh Singh, Choudhary, Komal
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, Heat Flux, Skin Temperature, Specific Humidity, 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, Precipitation , Rain , Precipitation Amount, Snow, Surface Winds , Atmospheric Carbon Monoxide
AIRS/Aqua L3 Daily Standard Physical Retrieval (AIRS-only) 1 degree x 1 degree V006 (AIRS3STD) Aqua/AIRS L3 Daily Standard Physical Retrieval (AIRS-only) 1 degree x 1 degree V7.0 MERRA-2 tavg1_2d_flx_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Surface Flux Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXFLX) GPM IMERG Final Precipitation L3 1 month 0.1 degree x 0.1 degree V07 (GPM_3IMERGM) MERRA-2 instM_2d_lfo_Nx: 2d,Monthly mean,Instantaneous,Single-Level,Assimilation,Land Surface Forcings 0.625 x 0.5 degree V5.12.4 (M2IMNXLFO) MERRA-2 tavgM_2d_chm_Nx: 2d,Monthly mean,Time-Averaged,Single-Level,Assimilation,Carbon Monoxide and Ozone Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TMNXCHM)
Algorithm for using satellite imagery to identify promising areas for introduction of heat-loving agricultural crops: A case study of Novgorod Region
2025
Gornyy, V.I., Balun, O.V., Kiselev, A.V., Smirnov, I.A., Tronin, A.A., Shkodina, E.P.
Land Surface Temperature , Emissivity
An Improved TES Method to Retrieve Urban Surface Temperature
2025
Zhu, Lili, Yang, Jinxin, Ouyang, Xiaoying, Shi, Qian, Xu, Yong, Wong, Man Sing, Menenti, Massimo
Land Surface Temperature , Emissivity, Sea Surface Temperature
Light use efficiency (LUE) based bimonthly gross primary productivity (GPP) for global grasslands at 30 m spatial resolution (20002022)
2025
Isik, Mustafa Serkan, Parente, Leandro, Consoli, Davide, Sloat, Lindsey, Mesquita, Vinicius Vieira, Ferreira, Laerte Guimaraes, Sabbatini, Simone, Stanimirova, Radost, Teles, Nathalia Monteiro, Robinson, Nathaniel, Costa Junior, Ciniro, Hengl, Tomislav
Land Surface Temperature , Emissivity
Atlantic Forest Gross Primary Productivity Dynamics: Remote Sensing and
2025
de Santana, Romario O., Delgado, Rafael C., Wanderley, Henderson S., de Souza, Renato S., Pereira, Marcos G., dos Anjos, Lucia Helena C.
Primary Production, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Gross Primary Production (gpp), Reflectance
Bridging the gap in carbon cycle studies: Meteorological station-based
2025
Zhang, Wenqiang, Luo, Geping, Hamdi, Rafiq, Ma, Xiumei, Termonia, Piet, De Maeyer, Philippe, Chen, Anping
Reflectance
Evaluating the predictability of SIF at multiple temporal scales for
2025
Zhou, Litao, Lin, Jingyu, Du, Ruohua, Yang, Rui, Bao, Jiayu, Yuan, Hao, Gao, Shichen, Chen, Pengzhou, Feng, Xinyao, Mao, Ting, Wu, Jianjun
Reflectance , Anisotropy
Hierarchy in Structuring of Resource Selection: Understanding Elk
2025
Crews, Storm, Rayl, Nathaniel D., Alldredge, Mathew W., Bergman, Eric J., Anderson, Chuck R., VanNatta, Eric H., Holbrook, Joseph D., BastilleRousseau, Guillaume
Reflectance
Geo-OLM: Enabling Sustainable Earth Observation Studies with
2025
Stamoulis, Dimitrios, Marculescu, Diana
Reflectance , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Aerosol Optical Depth/Thickness , Land Surface Temperature , Emissivity
MULTI-AGENT GEOSPATIAL COPILOTS FOR REMOTE SENSING WORKFLOWS
2025
Lee, Chaehong, Paramanayakam, Varatheepan, Karatzas, Andreas, Jian, Yanan, Fore, Michael, Liao, Heming, Yu, Fuxun, Li, Ruopu, Anagnostopoulos, Iraklis, Stamoulis, Dimitrios
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Aerosol Optical Depth/Thickness , Land Surface Temperature , Emissivity, Reflectance
Contributions of meteorological and vegetation factors to surface and root zone soil moisture variability across India's Agro-ecological regions
2025
Naidu, Adigarla Yeswanth, Singh, Sarmistha, Sreelash, K., Srivastava, Hari Shanker, Nikam, Bhaskar Ramchandra
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
Deciphering Air Pollution Dynamics and Drivers in Riverine Megacities Using Remote Sensing Coupled with Geospatial Analytics for Sustainable Development
2025
Ayek, Almustafa Abd Elkader, Loho, Mohannad Ali, Alkhuraiji, Wafa Saleh, Eid, Safieh, Abd-Elmaboud, Mahmoud E., Nahas, Faten, M. Youssef, Youssef
Aerosol Optical Depth/Thickness , Aerosols , Aerosol Extinction, 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) , 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, Atmospheric Carbon Monoxide
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) MERRA-2 tavgM_2d_aer_Nx: 2d,Monthly mean,Time-averaged,Single-Level,Assimilation,Aerosol Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TMNXAER) AIRS/Aqua L3 Monthly Standard Physical Retrieval (AIRS-only) 1 degree x 1 degree V006 (AIRS3STM) Aqua/AIRS L3 Monthly Standard Physical Retrieval (AIRS-only) 1 degree x 1 degree V7.0 MERRA-2 tavgM_2d_chm_Nx: 2d,Monthly mean,Time-Averaged,Single-Level,Assimilation,Carbon Monoxide and Ozone Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TMNXCHM)
Characteristics of Warm Clouds under the Koppen Climate Classification System with Contoured Frequency by Optical Depth Diagrams
2025
Wongnim, Panuwong, Wang, Minrui, Nakajima, Takashi Y.
Carbon Monoxide , Geopotential Height, Tropopause, Methane, Atmospheric Ozone, Surface Pressure, Outgoing Longwave Radiation, Air Temperature, Upper Air Temperature, Humidity , Total Precipitable Water, Water Vapor, Water Vapor Profiles, Cloud Liquid Water/Ice, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Skin Temperature, Sea Surface Temperature
Atmospheric Processes over the Broader Mediterranean Region 19802024: Effect of Volcanoes, Solar Activity, NAO, and ENSO
2025
Kambezidis, Harry D.
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) , 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
MERRA-2 tavgM_2d_aer_Nx: 2d,Monthly mean,Time-averaged,Single-Level,Assimilation,Aerosol Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TMNXAER) MERRA-2 tavgM_2d_rad_Nx: 2d,Monthly mean,Time-Averaged,Single-Level,Assimilation,Radiation Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TMNXRAD)
Autonomous solar resourcing in China with Fengyun-2
2025
Huang, Chunlin, Shi, Hongrong, Yang, Guoming, Xia, Xiangao, Yang, Dazhi, Fu, Disong, Gao, Ling, Zhang, Peng, Hu, Bo, Chen, Yun, Chen, Qixiang
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) , 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
MERRA-2 tavg1_2d_aer_Nx: 2d,1-Hourly,Time-averaged,Single-Level,Assimilation,Aerosol Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXAER) 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) 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)
Assessment of Aerosol Optical Properties and Dual Nature of Aerosol-Induced Radiative Forcing for Shortwave and Longwave over Northwest India
2025
Pippal, Prity S., Kumar, Rajesh, Kumar, Ramesh, Singh, Atar
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, 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)
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) MERRA-2 tavgM_2d_aer_Nx: 2d,Monthly mean,Time-averaged,Single-Level,Assimilation,Aerosol Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TMNXAER)
A Visibility-Based Historical PM2. 5 Estimation for Four Decades (19812022) Using Machine Learning in Thailand: Trends, Meteorological Normalization, and ...
2025
Aman, Nishit, Panyametheekul, Sirima, Pawarmart, Ittipol, Sudhibrabha, Sumridh, Manomaiphiboon, Kasemsan
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, 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, Sea Surface Skin Temperature, 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
MERRA-2 tavg1_2d_aer_Nx: 2d,1-Hourly,Time-averaged,Single-Level,Assimilation,Aerosol Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXAER) MERRA-2 tavg1_2d_flx_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Surface Flux Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXFLX) 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) 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)
Exploring the dynamic relationship between enhanced vegetation index and meteorological variables in Pakistan
2025
Shakrullah, Khadija, Tariq, Salman, Shirazi, Safdar Ali, Nasar-u-Minallah, Muhammad, Mariam, Ayesha
Carbon Monoxide , Geopotential Height, Tropopause, Methane, Atmospheric Ozone, Surface Pressure, Outgoing Longwave Radiation, Air Temperature, Upper Air Temperature, Humidity , Total Precipitable Water, Water Vapor, Water Vapor Profiles, Cloud Liquid Water/Ice, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Skin Temperature, Sea Surface Temperature , Total Surface Precipitation Rate
Exploring the Efficiency of MERRA-2 and AIRS Datasets to Evaluate COVID-19 Effects on Carbon Monoxide Over Iraq
2025
Abdulfattah, I. S., Rajab, J. M., Lim, H. S., Abed, F. G., Al-Taie, K. B.
Carbon Monoxide , Geopotential Height, Tropopause, Methane, Atmospheric Ozone, Surface Pressure, Outgoing Longwave Radiation, Air Temperature, Upper Air Temperature, Humidity , Total Precipitable Water, Water Vapor, Water Vapor Profiles, Cloud Liquid Water/Ice, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Skin Temperature, Sea Surface Temperature , Atmospheric Carbon Monoxide
Formaldehyde Pollution in Ahvaz, Iran: Spatiotemporal Trends and Health Risks
2025
Faezeh Borhani, Mohammad Hashemzadeh, Samira Andam, Seyed Mohsen Mousavi
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, Tropopause, Surface Pressure, Upper Air Temperature, Total Precipitable Water, 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, Longwave Radiation, Shortwave Radiation, Surface Temperature , Evapotranspiration , Surface Winds , Rain , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff , Altitude, Dew Point Temperature, Atmospheric Winds , Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Sea Level Pressure, Atmospheric Water Vapor, Oxygen Compounds, Boundary Layer Winds
MERRA-2 tavgM_2d_flx_Nx: 2d,Monthly mean,Time-Averaged,Single-Level,Assimilation,Surface Flux Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TMNXFLX) AIRS/Aqua L3 Monthly Standard Physical Retrieval (AIRS-only) 1 degree x 1 degree V006 (AIRS3STM) Aqua/AIRS L3 Monthly Standard Physical Retrieval (AIRS-only) 1 degree x 1 degree V7.0 GLDAS Noah Land Surface Model L4 monthly 1.0 x 1.0 degree V2.0 (GLDAS_NOAH10_M) GLDAS Noah Land Surface Model L4 monthly 1.0 x 1.0 degree V2.1 (GLDAS_NOAH10_M) 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)
A paradigm shift in monitoring the Danube Delta (Romania): Insights from Earth Observation Data
2025
Budileanu, Marius, Serban, Ioan Daniel, Constantinescu, Stefan
Fire Dynamics, Surface Radiative Properties , Land Surface Temperature
UFLUX v2.0: A Process-Informed Machine Learning Framework for Efficient
2025
Dong, Wenquan, Zhu, Songyan, Xu, Jian, Ryan, Casey M., Chen, Man, Zeng, Jingya, Yu, Hao, Cao, Congfeng, Shi, Jiancheng
Primary Production, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Gross Primary Production (gpp), Reflectance
Vegetation Photosynthesis Model v3.0: Improved Estimates of Terrestrial Gross Primary Production from Individual Eddy Flux Tower Sites to the Globe
2025
Pan, Li, Xiao, Xiangming, Pan, Baihong, Meng, Cheng, Doughty, Russell, Qin, Yuanwei, Zhang, Chenchen, Yao, Yuan, Yin, Chenglong, Yin, Shenglai
Land Use/Land Cover Classification , Vegetation Index , Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo , Reflectance
The role of rivers in the origin and future of Amazonian biodiversity
2025
Ribas, Camila C., Sawakuchi, Andre O., de Almeida, Renato Paes, Pupim, Fabiano N., Rego, Marco A., Batista, Romina, Knowles, L. Lacey
Reflectance , Anisotropy
Short-term spatial prediction of algal blooms in Lake Taihu via machine learning and GOCI observations
2025
Huang, Zehui, Ma, Ronghua, Liu, Haoze, Xue, Kun, Hu, Minqi, Wei, Xiaoqi, Li, Hanhan
Land Surface Temperature , Emissivity