Mapping drought patterns using Geospatial Techniques, in the highlands of Ethiopia
2025
Tela, Yonas Tesfay, Tariq, Aqil
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Machine learning-based quantification and separation of emissions and meteorological effects on PM2. 5 in Greater Bangkok
2025
Aman, Nishit, Panyametheekul, Sirima, Pawarmart, Ittipol, Xian, Di, Gao, Ling, Tian, Lin, Manomaiphiboon, Kasemsan, Wang, Yangjun
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Machine Learning-Based Spatiotemporal Analysis for Landslide Susceptibility Mapping in the Hindu Kush Himalayan Region
2025
Guria, Rajkumar, Mishra, Manoranjan, Roy, Sujit Kumar, da Silva, Richarde Marques, Mishra, Minati, de Oliveira, Gabriel, Santos, Celso Augusto Guimaraes
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
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 anthropogenic pressure in the Brahmani-Baitarani River Basin: a PCA-based approach
2025
Mohanty, Dibya Jyoti, Rout, Jajnaseni
Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux, Land Surface Temperature , Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Mapping mesoscale soil moisture using a model-data fusion approach
2025
Peraza, Joaquin, Rossini, Pedro R., Patrignani, Andres
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Mapping Mountain Permafrost via GPR-Augmented Machine Learning in the Northeastern QinghaiTibet Plateau
2025
Xiao, Yao, Liu, Guangyue, Hu, Guojie, Zou, Defu, Li, Ren, Du, Erji, Wu, Tonghua, Wu, Xiaodong, Zhao, Guohui, Zhao, Yonghua, Zhao, Lin
Land Surface Temperature , Emissivity
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
Malaria risk assessment in Indonesia: a machine and deep learning
2025
Sakti, Anjar Dimara, Mahdani, Jasmine Nur, Muhammad, Hubbi Nashrullah, Sihotang, Elstri, Santoso, Cokro, Khairunnisah, Fauziyyah, Afina Nur, Rinawan, Fedri Ruluwedrata, Supardi, Khairunnisa, Caraka, Rezzy Eko, Wikantika, Ketut
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance , Evapotranspiration , Latent Heat Flux
Mapping heartwater risk in Guadeloupe using a combination of spatial modelling approaches
2025
Dufleit, Victor, Etter, Eric, Guerrini, Laure
Reflectance
Mapping herbivore-accessible biomass across a heterogeneous mountain landscape using multisensor high-resolution UAV data
2025
Zuleger, Annika M., Viti, Martina M., Quoss, Luise, Dias, Filipe S., Borda-de-Agua, Luis, Bugalho, Miguel N., Pereira, Henrique M.
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
Light use efficiency model based on chlorophyll content better captures seasonal gross primary production dynamics of deciduous broadleaf forests
2025
Yang, Rongjuan, Liu, Ronggao, Liu, Yang, Chen, Jingming, Xu, Mingzhu, He, Jiaying
Photosynthesis, Primary Production, Vegetation Productivity
Long-term spatial and temporal patterns of lake surface water extent in
2025
Phoesri, Tatsaneewan, Shrestha, Sangam, Padedda, Bachisio Mario, Tripathi, Nitin Kumar, Das, Pratyush Kumar, Kongwarakom, Siwat, Virdis, Salvatore Gonario Pasquale
Reflectance , Total Surface Water
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 forest attributes, C-fluxes, and C-stocks using the process-based model 3D-CMCC-FEM at the National level
2025
Vangi, Elia, Dalmonech, Daniela, d'Amico, Giovanni, Grieco, Elisa, Morichetti, Mauro, Puchi, Paulina F., Francini, Saverio, Fares, Silvano, Giannetti, Francesca, Corona, Piermaria, Barbetti, Roberto, Chirici, Gherardo, Collalti, Alessio
Photosynthesis, Primary Production, Vegetation Productivity
Monitoring Maize Yield Variability over Space and Time with Unsupervised
2025
Molitor, Cullen, Cohen, Juliet, Lewin, Grace, Cognac, Steven, Hadunka, Protensia, Proctor, Jonathan, Carleton, Tamma
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
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