Machine learning-based winter wheat yield prediction using multisource
2025
Khosravani Shariati, Seyed Arash, Abbasi, Ali
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 , Reflectance , Anisotropy, Emissivity, Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Machine LearningBased Estimation of ClearSky Direct Aerosol Radiative Forcing Using Multisensor Satellite Observations
2025
Zhang, Lu, Li, Jing, Dong, Yueming, Ying, Tong, Zhang, Zhenyu, Liu, Guanyu, Zhang, Chongzhao
Aerosol Extinction, Aerosol Optical Depth/Thickness , Aerosol Optical Depth/Thickness , Aerosol Optical Depth/Thickness , 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, Albedo , Anisotropy, Aerosol Backscatter, Aerosol Extinction, Aerosol Optical Depth/Thickness , Angstrom Exponent, Aerosol Particle Properties, Aerosol Radiance, Carbonaceous Aerosols, Dust/Ash/Smoke , Nitrate Particles, Organic Particles, Particulate Matter, Sulfate Particles, Optical Depth/Thickness, Radiative Flux, Reflectance , Cloud Condensation Nuclei
Magnitude, drivers, and patterns of gross primary productivity of rice
2025
Mahbub, Riasad Bin, Reba, Michele L., Runkle, Benjamin R.K.
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation , Reflectance
Mapping 1-km soybean yield across China from 2001 to 2020 based on ensemble learning
2025
Zhang, Min, Xu, Xinlei, Ou, Junji, Zhang, Zengguang, Chen, Fangzheng, Shi, Lijie, Wang, Bin, Zhang, Meiqin, He, Liang, Zhang, Xueliang, Chen, Yong, Hu, Kelin, Feng, Puyu
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity, Photosynthesis, Primary Production, Vegetation Productivity
Mapping accumulated carbon storage of global mangroves from 2000 to 2020 at a 1 km resolution
2025
Wang, Moran, Zhang, Tianyuan, Xie, Yongjuan, Zhang, Zhiqiang, Wu, Xudong
Biomass, Forests, Grasslands, Alpine/Tundra, Estuary, Normalized Difference Vegetation Index (NDVI), Coastal, Soil Organic Carbon (SOC), Land Use/Land Cover
Mapping near-real-time soil moisture dynamics over Tasmania with transfer learning
2025
Widyastuti, Marliana Tri, Padarian, Jose, Minasny, Budiman, Webb, Mathew, Taufik, Muh, Kidd, Darren
Land Use/Land Cover Classification
Mapping of a middepth Salinity Maximum Intrusion south of New England in June 2021 and implications for crossshelf exchange
2025
Gawarkiewicz, Glen G., Taenzer, Lukas L., Silver, Adrienne, Ryan, Svenja, Green, Erica, Gangopadhyay, Avijit, Musgrave, Ruth, Bahr, Frank, Kukulya, Amy, Yoder, Noa
Sea Surface Temperature , Salinity , Surface Winds
Making earth observations model-friendly: An interoperable tool enabling
2025
Wang, Linji, Rajib, Adnan, Merwade, Venkatesh
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Evapotranspiration , Latent Heat Flux, Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
Lightning declines over shipping lanes following regulation of fuel sulfur emissions
2025
Wright, Chris J., Thornton, Joel A., Jaegle, Lyatt, Cao, Yang, Zhu, Yannian, Liu, Jihu, Jones II, Randall, Holzworth, Robert, Rosenfeld, Daniel, Wood, Robert, Blossey, Peter, Kim, Daehyun
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 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, Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Geopotential Height, Altitude, Surface Temperature , Upper Air Temperature, Dew Point Temperature, Air 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, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Boundary Layer Winds, Skin Temperature
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) MODIS/Aqua Clouds 5-Min L2 Swath 1km and 5km GPM IMERG Final Precipitation L3 Half Hourly 0.1 degree x 0.1 degree V07 (GPM_3IMERGHH) 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)
Long-term trends and chemometric analysis of atmospheric air quality matrices in Nigeria (20032023) using NASA GIOVANNI satellite data
2025
Omokpariola, Daniel Omeodisemi, Nduka, John Kanayochukwu, Anagboso, Martin Osita, Omokpariola, Patrick Leonard
Absorption, Radiative Forcing, Atmospheric Carbon Dioxide, 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, Sulfur Dioxide , Carbon And Hydrocarbon Compounds, Nitrogen Dioxide , Aerosol Optical Depth/Thickness , Atmospheric Ozone, Reflectance , Aerosol Extinction, Aerosol Optical Depth/Thickness , Aerosol Optical Depth/Thickness
Mapping the spatio-temporal distribution of burned areas in the Amazon
2025
Abid, Mohamed, Gonzalez, Jonatan A., de Rivera, Oscar Rodriguez, Moraga, Paula
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Land Use/Land Cover Classification , Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration , Wind Speed , Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Cover , Snow Depth , Snow Water Equivalent , Runoff , Burned Area, Emissivity
Monitoring of land cover changes and dust events over the last 2 decades using Google Earth Engine: Hamoun wetland, Iran
2025
Rahdari, Mohammad Reza, Kharazmi, Rasoul, Caballero-Calvo, Andres
Aerosol Optical Depth/Thickness
Monitoring spatio-temporal changes in land use, land cover, and NDVI using MODIS data in Ethiopia's Gambela region
2025
Bojago, Elias, Tadila, Gemechu, Masha, Mamush
Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Monitoring the Impacts of Human Activities on Groundwater Storage Changes Using an Integrated Approach of Remote Sensing and Google Earth Engine
2025
Chaleshtori, Sepide Aghaei, Aliabad, Omid Ghaffari, Fallatah, Ahmad, Faisal, Kamil, Shirali, Masoud, Saei, Mousa, Lacava, Teodosio
Land Use/Land Cover Classification
Monitoring the Pulse of America's Natural Resources From the Orbiting
2025
Svoboda, Mark, Kira, Oz, Sun, Ying, Smith, William K., Magney, Troy, Wood, Jeffrey D., Parazoo, Nicholas C.
Solar Induced Fluorescence, Chlorophyll , Primary Production, Leaf Characteristics
Monitoring vegetation dynamics across land use types in Iran:
2025
Behroozeh, Sepideh, Khoorani, Asadollah, Damaneh, Hadi Eskandari, Jokar Arsanjani, Jamal
Land Use/Land Cover Classification
Movement patterns of green turtles at a key foraging site: the Banc d'Arguin, Mauritania
2025
Mestre, Julie, Patricio, Ana Rita, Sidina, Ebaye, Senhoury, Cheibani, Elbar, Nahi, Beal, Martin, Regalla, Aissa, Catry, Paulo
Sea 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
MultiHorizon Active Layer Thickness Prediction Across CircumArctic Permafrost Regions Using Geospatial Machine Learning
2025
Ahajjam, Aymane, Wilcox, Andrew, Soaper, Mary, Chance, Robert, Pasch, Timothy
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification
MSFDmap: A novel scheme to map monthly soil freeze depth in the pan-Arctic considering spatiotemporal heterogeneity in heat transfer capability
2025
Chen, Liyuan, Zhu, Wenquan, Xiao, Cunde, Zhao, Cenliang, Guo, Hongxiang
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Multi-Index Assessment and Machine Learning Integration for Drought Monitoring Using Google Earth Engine
2025
Duan, Xulong, Aslam, Rana Waqar, Naqvi, Syed Ali Asad, Kucher, Dmitry E., Afzal, Zohaib, Raza, Danish, Zulqarnain, Rana Muhammad, Said, Yahia
Plant Phenology, Vegetation Index
Multi-layer retrieval of aerosol optical depth in the troposphere using
2025
Pashayi, Maryam, Satari, Mehran, Momeni Shahraki, Mehdi
Land Use/Land Cover Classification
Multi-model estimate of Antarctic ice-shelf basal mass budget and ocean drivers
2025
Galton-Fenzi, Benjamin K., Porter-Smith, Richard, Cook, Sue, Cougnon, Eva, Gwyther, David E., Huneke, Wilma G. C., Rosevear, Madelaine G., Asay-Davis, Xylar, Boeira Dias, Fabio, Dinniman, Michael S., Holland, David, Kusahara, Kazuya, Naughten, Kaitlin A., Nicholls, Keith W., Pelletier, Charles, Richter, Ole, Seroussi, Helene, Timmermann, Ralph
Basins, Coastline, Grounding Line, Ice Shelves
Multi-parametric heatwave risk mapping in India using remote sensing and socio-environmental variables
2025
Augustine, Laivy Rose, Gupta, Kshama, Roy, Arijit, Mamgain, Shailja, Ghale, Bhoomika
Land Surface Temperature , Emissivity
Phenological trends of European beech stands along the Carpathian arc: a 20-year MOD13Q1/MYD13Q1 based analysis
2025
Svik, Marian, Brovkina, Olga, Veljanovski, Tatjana, Cater, Matjaz
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)