Predicting Freeze-Thaw States in Alaska Permafrost Landscapes using
2025
Ahajjam, A., Soaper, M., Chance, R., Chandler, J., Pasch, T.
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, Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Temperature, Soil Infiltration, Soil Infiltration, Soil Moisture/Water Content , Surface Soil Moisture, Root Zone Soil Moisture, Soil Moisture/Water Content , Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation , Snow Depth , Snow Melt , Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI) , Brightness Temperature, Transition Direction
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) at GES DISC 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 MERRA-2 tavg1_2d_lnd_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Land Surface Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXLND) at GES DISC SMAP L1C Radiometer Half-Orbit 36 km EASE-Grid Brightness Temperatures V006 SMAP L3 Radiometer Global and Northern Hemisphere Daily 36 km EASE-Grid Freeze/Thaw State V004
Predicting pavement cracking performance using laser scanning and geocomplexityenhanced machine learning
2025
Chen, Chunjiang, Song, Yongze, Lv, Wenbo, Shemery, Ammar, Hampson, Keith, Yi, Wen, Zhong, Yun, Wu, Peng
Land Surface Temperature , Emissivity
Preexisting phytoplankton biomass concentrations shape coastal plankton response to firegenerated ash leachate
2025
Baetge, Nicholas, Halsey, Kimberly H., Hanan, Erin J., Behrenfeld, Michael J., Milligan, Allen J., Graff, Jason R., Hansen, Parker, Carlson, Craig A., Boiteau, Rene M., Arrington, Eleanor C., Comstock, Jacqueline, Halewood, Elisa R., Harvey, Elizabeth L., Nelson, Norman B., Opalk, Keri, Ver Wey, Brian
Reflectance , Absorption, Absorption
Probabilistic Site Adaptation for High-Accuracy Solar Radiation Datasets in the Western Sichuan Plateau
2025
Ye, Lianlian, Liu, Mengqi, Fu, Disong, Wu, Hao, Shi, Hongrong, Huang, Chunlin
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
Prediction of aflatoxin contamination outbreaks in Texas corn using mechanistic and machine learning models
2025
Castano-Duque, Lina, Avila, Angela, Mack, Brian M., Winzeler, H. Edwin, Blackstock, Joshua M., Lebar, Matthew D., Moore, Geromy G., Owens, Phillip Ray, Mehl, Hillary L., Su, Jianzhong, Lindsay, James, Rajasekaran, Kanniah
Reflectance , Albedo , Anisotropy
Prediction of Net Longwave Radiation and Turbulent Fluxes Using Remote-Sensing-Derived Net Shortwave Radiation for Different Land Cover Types
2025
Wang, Jingwen, Lu, Lei, Zhou, Xiaoming, Huang, Guanghui, Chen, Zihan
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Reflectance , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Precipitation-fire functional interactions control biomass stocks and
2025
Williams, Mathew, Milodowski, David T., Smallman, T. Luke, Dexter, Kyle G., Hegerl, Gabi C., McNicol, Iain M., O'Sullivan, Michael, Roesch, Carla M., Ryan, Casey M., Sitch, Stephen, Valade, Aude
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Primary Production, Gross Primary Production (gpp), Reflectance
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
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
Necessity of incorporating realistic land surface parameters for trend analyses of potential evapotranspiration and drought
2025
Sun, Shanlei, Zhang, Yifang, Mu, Mengyuan, Bi, Zaoying, Liu, Yi, Li, Jinjian, Zhou, Yang, Li, Xiaoyuan, Chen, Haishan
Land Use/Land Cover Classification , Land Use Classes, Vegetation Cover, Albedo
Near real-time satellite soil moisture estimation via residual learning
2025
Sengupta, Soumita, Chu, Hone-Jay
Reflectance
Near-Real-Time Field-Level Monitoring of Soybean and Corn Harvested Fields Using Satellite Imagery
2025
Shao, Bosen, Di, Liping, Zhang, Chen, Li, Hui, Liu, Ziao
Reflectance
Multisource Remote Sensing and Machine Learning for Spatio-Temporal
2025
Sukkar, Abdullah, Ozturk, Ozan, Abulibdeh, Ammar, Seker, Dursun Zafer
Land Surface Temperature , Emissivity
Multiple Impacts of Climate Change and Anthropogenic Activities on
2025
Xie, Ge, Zhang, Yibo, Wang, Qing, Shi, Kun, Zhang, Yunlin, Zhou, Yongqiang, Qin, Boqiang, He, Junliang, Li, Na
Reflectance
Migratory Birds Advance Spring Arrival and EggLaying in the Arctic, Mostly by Travelling Faster
2025
Lameris, Thomas K., Boom, Michiel P., Nuijten, Rascha J. M., Buitendijk, Nelleke H., Eichhorn, Gotz, Ens, Bruno J., Exo, KlausMichael, Glazov, Petr M., Hanssen, Sveinn Are, Hunke, Philip, van der Jeugd, Henk P., de Jong, Margje E., Kolzsch, Andrea, Kondratyev, Alexander, Kruckenberg, Helmut, Kulikova, Olga, Linssen, Hans, Loonen, Maarten J. J. E., Loshchagina, Julia A., Madsen, Jesper, Moe, Brge, Moonen, Sander, Muskens, Gerhard J. D. M., Nolet, Bart A., Pokrovsky, Ivan, Reneerkens, Jeroen, Scheiber, Isabella B. R., Schekkerman, Hans, Schreven, Kees H. T., Tal, Tohar, Tulp, Ingrid, Verhoeven, Mo A., Versluijs, Tom S. L., Volkov, Sergey, Wikelski, Martin, van Bemmelen, Rob S. A.
Reflectance , Total Surface Water
Optimal spatiotemporal thinning schemes combined with wood vaulting could maximize the forest biomass carbon sink in China
2025
Chen, Yongzhe, Feng, Xiaoming, Huang, Yuanyuan, Liang, Shunlin, Wang, Lijuan, Ma, Haozhi, Gao, Zhen, Cheng, Linhai, Sucharitakul, Phuping, Zhang, Junze, Xia, Jiangzhou, Yuan, Wenping, Fu, Bojie
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area, Emissivity, Land Surface Temperature , Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
On the response of sea surface temperature to dust storms in the Arabian Gulf
2025
Liu, Xiaohui, Wilson, Gregory, Lerczak, James, Garwood, Jessica C., Orben, Rachael A., Peck-Richardson, Adam, Piggott, Alexa, Bin Muzaffar, Sabir, Foster, Alexa D.
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 1.0) , PARTICULATE MATTER (PM 10)
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_aer_Nx: 2d,1-Hourly,Time-averaged,Single-Level,Assimilation,Aerosol Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXAER) at GES DISC
On the added value of sequential deep learning for the upscaling of evapotranspiration
2025
Kraft, Basil, Nelson, Jacob A., Walther, Sophia, Gans, Fabian, Weber, Ulrich, Duveiller, Gregory, Reichstein, Markus, Zhang, Weijie, Ruwurm, Marc, Tuia, Devis, Korner, Marco, Hamdi, Zayd, Jung, Martin
Reflectance , Anisotropy, Land Surface Temperature , Emissivity, Albedo
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
Multi-source remote sensing for large-scale biomass estimation in
2025
Contreras, Francisco, Cayuela, Maria L., Sanchez-Monedero, Miguel A., Perez-Cutillas, Pedro
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography , Vegetation Height, Reflectance
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
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
Multidecadal satellite-derived Portuguese Burn Severity Atlas (19842022)
2025
Jahanianfard, Dina, Parente, Joana, Gonzalez-Pelayo, Oscar, Benali, Akli
Reflectance
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
Multi-Physics Data Assimilation Framework for Remotely Sensed Snowpacks
2025
Shrestha, Prabhakar, Barros, Ana P.
Snow Density, Snow Depth , Snow Grain Size, Snow/Ice Temperature, Snow Stratigraphy, Snow Water Equivalent , Atmospheric Pressure, Atmospheric Temperature , Longwave Radiation, Relative Humidity, Shortwave Radiation, Soil Moisture/Water Content , Soil Temperature, Wind Direction, Wind Speed , Reflectance , Specific Surface Area