Machine learning approaches for clear-sky Land Surface Albedo (LSA) retrieval using OCM-3 data over diverse Indian landscapes
2025
KURESHI, ALIYA M., PATHAK, VISHAL N., KARDANI, DISHA B., DAVE, JALPESH A., SHAH, DHIRAJ B., TURAKHIA, TEJAS P., GUJRATI, ASHWIN, PANDYA, MEHUL R., TRIVEDI, HIMANSHU J.
Aerosol Optical Depth/Thickness , Albedo , Anisotropy
Machine learning data fusion for high spatio-temporal resolution
2025
Porcheddu, Andrea, Kolehmainen, Ville, Lahivaara, Timo, Lipponen, Antti
Land Use/Land Cover Classification , Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
Machine Learning for Predicting Spatially Variable Lateral Hydraulic
2025
Ali, Awad M., Imhoff, Ruben O., Weerts, Albrecht H.
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Machine Learning Insights for Fire Impacts on Snow Disappearance Predictability in Northern California
2025
Mohanty, Yashnil, Abolafia-Rosenzweig, Ronnie, He, Cenlin, McGrath, Daniel
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation , Snow Melt , Snow Melt
Mass Changes in a High-Latitude River Basin From Two Decades of
2025
Bringeland, S., Fotopoulos, G.
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
Mapping residual malaria transmission in Vietnam
2025
McPhail, Michael A., Gelaw, Yalemzewod Assefa, Nguyen, Xuan Thang, Oo, Win Han, Fowkes, Freya J.I., Ngo, Duc Thang, Nguyen, Thi Hong Phuc, Symons, Tasmin L., Weiss, Dan J., Gething, Peter W.
Land Surface Temperature , Emissivity
Mapping seamless surface water dynamics over East Africa semimonthly at
2025
Wang, Zirui, Hao, Zhen, Yang, Qichi, Mapfumo, Paul, Nyakudya, Elijah, Du, Yun, Yan, Xue, Ling, Feng
Land Use/Land Cover Classification
Mapping snow-covered forest albedo via hybrid radiative transfer and
2025
Chen, Siyong, Xiao, Pengfeng, Zhang, Xueliang, Pellikka, Petri, Liu, Hao, Liu, Yantao
Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification
Mapping socio-ecological vulnerability of tropical peatland fires
2025
Lee, Janice Ser Huay, Wu, Sifeng, Fatimah, Yuti A, Smith, Stuart W, Rahman, Nur Estya Bte, Chong, Kwek Yan, Saad, Asmadi, Wardhana, Budi, Giam, Xingli
Particulate Matter, Particulates, Habitat Conversion/Fragmentation
Mapping temperate Savanna in Northeastern China through Integrating UaV and Satellite Imagery
2025
Li, Xiaoya, Duan, Tao, Yang, Kaijie, Yang, Bin, Wang, Chunmei, Tian, Xin, Lu, Qi, Wang, Feng
Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification
Mapping the Potential Risk of Coronavirus Spillovers in a Global Hotspot
2025
Lapuz, R. Sedricke, Chornelia, Ada, Hughes, Alice C.
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
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
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
Mapping potential habitat for naturally recolonizing cougars (Puma concolor) in Missouri, USA
2025
Gregory, Kara, Bowersock, Nathaniel, Anderson, Charles, Belant, Jerrold, Gantchoff, Mariela
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
Modelling spatiotemporal concentrations of PM2. 5 over Nigerian cities using machine learning algorithms and open-source data
2025
Abdulraheem, Khadijat Abdulkareem, Aina, Yusuf A., Mustapha, Ismail B., Adekunle, Bello Saheed, Jimoh, Haruna O., Adeniran, Jamiu Adetayo, Olaleye, Abdul Ademola, Hamid-Mosaku, Isa Adekunle, Nasiru, Aliyu Ishola, Abimbola, Ismaila, Olatunji, Sunday Olusanya
Particulate Matter, Particulates, Habitat Conversion/Fragmentation
Modelling the Fundamental Niche to Predict the Effects of Climate
2025
Monaco, Cristian J., McQuaid, Christopher D.
Sea Surface Temperature
Modification and Comparison of Two Urban Vegetation Models Over Southern
2025
MadsenColford, Sabrina, Hutyra, Lucy, Smith, Ian, Wu, Dien, Arain, M. Altaf, Staebler, Ralf, Ma, William, RestrepoCoupe, Natalia, Wunch, Debra
Land Use/Land Cover Classification , Plant Phenology, Enhanced Vegetation Index (EVI), Reflectance , Urban Lands, Land Use/Land Cover , Urbanization/Urban Sprawl , Infrastructure , Anisotropy
MODIS (2001-2022) snow cover variability over the Italian territory
2025
Manara, Veronica, Almagioni, Cecilia Delia, Diolaiuti, Guglielmina Adele, Maugeri, Maurizio, Fugazza, Davide
Albedo, Snow Cover
MODIS surface reflectance reconstruction based on an RTLSR inversion strategy with dynamically adjusted multi-surface parameters
2025
Hu, Junjie, Gao, Bo, Ma, Hao, Gong, Huili, Liu, Yuanyuan, Liu, Jiahao, Feng, Yinchuan, Lin, Heping, Wang, Ziteng
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Reflectance , Albedo , Anisotropy
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)
Mongolia mining: Licensed tenure or commons grabbing
2025
Sternberg, Troy, McCarthy, Christopher, Enkhjargal, Erdenebuyan
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Monitoring 'frozen commons' with MODIS in Google Earth Engine
2025
Mnev, Pauline, Nyland, Kelsey E.
Albedo, Snow Cover
Monitoring and modeling seasonally varying anthropogenic and biogenic CO2 over a large tropical metropolitan area
2025
Alberti, Rafaela Cruz Alves, Lauvaux, Thomas, Vara-Vela, Angel Liduvino, Barrero, Ricard Segura, Karoff, Christoffer, Andrade, Maria de Fatima, Marques, Marcia Talita Amorim, Benavente, Noelia Rojas, Cabral, Osvaldo Machado Rodrigues, da Rocha, Humberto Ribeiro, Ynoue, Rita Yuri
Reflectance
Modeling orbital data of soil carbon dioxide efflux from different land
2025
Della Silva, Joao Lucas, Lima, Mendelson, Teodoro, Larissa Pereira Ribeiro, Crusiol, Luis Guilherme Teixeira, La Scala, Newton, Rossi, Fernando Saragosa, Arvor, Damien, Teodoro, Paulo Eduardo, Silva Junior, Carlos Antonio da
Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY
Modeling sparse Rift Valley fever incidence data: a Bayesian perspective on zero-inflated self-exciting and autoregressive models
2025
Angelakis, Alexandros, Nyawanda, Bryan O., Vounatsou, Penelope
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity
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
Modeling the Distribution and Richness of Mammalian Species in the
2025
Massawe, Goodluck, Casas, Enrique, Marealle, Wilfred, Lyamuya, Richard, Mzumara, Tiwonge I., Mbewe, Willard, Arbelo, Manuel
Land Surface Temperature , Emissivity
Modeling the Wildlife-Livestock Interface of Cattle Fever Ticks in the
2025
Pfeiffer, Vera W., Garcia-Carrasco, Jose-Maria, Crowder, David W., Ueti, Massaro W., Poh, Karen C., Gutierrez Illan, Javier
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
MODELING UPPER CITARUM WATERSHED HYDROLOGY USING SWAT+ AND GSMAP PRECIPITATION DATA
2025
Nurhami, Anita
Land Use/Land Cover Classification
Monitoring CO2 in diverse European cities: highlighting needs
2025
Storm, Ida, Karstens, Ute, D'Onofrio, Claudio, Vermeulen, Alex, Hammer, Samuel, Super, Ingrid, Glauch, Theo, Peters, Wouter
Reflectance , Atmospheric Carbon Dioxide, Petroleum Production/Use, Industrial Emissions , Fossil Fuel Burning, Emissions, Transportation
Monitoring Daily All-Sky Evapotranspiration Over the East Asian Continent Using Multi-Channel Passive Microwave Measurements From Fengyun-3B Satellite of China
2025
Wang, Yipu, Hu, Jiheng, Li, Rui, Zhang, Peng, Song, Binbin, Liu, Qingyang
Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux
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 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
Monitoring Water Area Dynamics in Kashgar (20032023) Using Multi-Source Remote Sensing Data
2025
Ding, Cong, Ren, Chao
Land Surface Temperature , Emissivity, Evapotranspiration , Latent Heat Flux
Mesoscale dynamics of an intrathermocline eddy in the Canary Eddy Corridor
2025
Valencia, Luis P., Rodriguez-Santana, Angel, Aguiar-Gonzalez, Borja, Aristegui, Javier, Alvarez-Salgado, Xose A., Coca, Josep, Gelado-Caballero, Maria D., Martinez-Marrero, Antonio
Sea Surface Temperature
National Weather Service Alaska Sea Ice Program: gridded ice concentration maps for the Alaskan Arctic
2025
Pacini, Astrid, Steele, Michael, Schreck, Mary-Beth
Brightness Temperature, Sea Ice Concentration, Sea Surface Temperature , OCEAN TEMPERATURE PROFILES, CONDUCTIVITY PROFILES, OCEAN SALINITY PROFILES, Salinity , Conductivity, Ocean Currents, CURRENT PROFILES, Surface Winds , Air Temperature, Atmospheric Pressure Measurements, Swells, Wind Waves
Nationally consistent mapping of wildland fuel types across Australia
2025
Joshi, Rakesh C., Cruz, Miguel G., Donohue, Randall J.
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area
Natural emissions of VOC and NOx over Africa constrained by TROPOMI HCHO and NO2 data using the MAGRITTEv1.1 model
2025
Opacka, Beata, Stavrakou, Trissevgeni, Muller, Jean-Francois, De Smedt, Isabelle, van Geffen, Jos, Marais, Eloise A., Horner, Rebekah P., Millet, Dylan B., Wells, Kelly C., Guenther, Alex B.
Land Use/Land Cover Classification
Monthly 0.05 winter months snow depth dataset for the Northern Hemisphere from 21 CMIP6 models
2025
Lin, Shiqiu, Chen, Xiaona, Liang, Shunlin, Liu, Yangxiaoyue, Li, Yu, Li, Huan
Albedo, Snow Cover
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-modal, interrelated navigation in migratory birds: A data mining
2025
Moayedi, Ali, Long, Jed A., Kolzsch, Andrea, Kruckenberg, Helmut, Benitez-Paez, Fernando, Demsar, Urska
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
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
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
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)