A Multimodal Deep Learning Approach for Soil Moisture Downscaling Using Remote Sensing and Weather Data
2025
Xu, Yijia, Cai, Shuohao, Huang, Jingyi, Liu, Jiangui, Shang, Jiali, Yang, Zhengwei, Zhang, Zhou
Land Surface Temperature , Emissivity
A Near-Real-Time Operational Live Fuel Moisture Content (LFMC) Product
2025
Benali, Akli, Baldassarre, Giuseppe, Loureiro, Carlos, Briquemont, Florian, Fernandes, Paulo M., Rossa, Carlos, Figueira, Rui
Reflectance , Anisotropy
A strategy to estimate daily shortwave downward radiation in rugged regions from a few satellite observations
2025
Xian, Yuyang, Wang, Tianxing, Du, Yihan, Yu, Pei, Letu, Husi
Albedo , Anisotropy
Assessing Long-Term Post-Conflict Air Pollution: Trends and Implications for Air Quality in Mosul, Iraq
2025
Altahaan, Zena, Dobslaw, Daniel
Emissivity, Land Surface Temperature , Vegetation Index , Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Normalized Difference Vegetation Index (NDVI)
Assessing midsummer snow-free land surface albedo variability across multiple Arctic sites using the Harmonized Landsat and Sentinel-2 product
2025
Gottuk, Jannika, Stuenzi, Simone M., Runge, Alexandra, Boike, Julia
Reflectance , Albedo , Anisotropy
Assessing China's solar power potential: Uncertainty quantification and economic analysis
2025
Yin, Gege, He, Xiaojia, Qin, Yue, Chen, Lei, Hu, Yuan, Liu, Yu, Zhang, Chuan
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, Land Use/Land Cover Classification
Applying global NASA data to local planning for extreme heat in Prince George's County, Maryland
2025
Schollaert Uz, Stephanie, Stover, Katharine C., Smith, Samantha L., Collier, Debra M., Riley, Jacob, Hoban, Evelyn H.
Land Surface Temperature , Emissivity
Assessing drought trends and vegetation health in arid regions using advanced remote sensing techniques: a case study in Saudi Arabia
2025
Alqadhi, Saeed, Mallick, Javed, Hang, Hoang Thi
Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux, Reflectance
Assessing environmental and anthropogenic drivers for the occurrence and extent of fires in high Andean Grasslands
2025
Gutierrez-Flores, Ivon, Mercado, Angela, Zubieta, Ricardo, Beltran, Pablo, Oyague, Eduardo
Reflectance
Assessing gap-filled Landsat land surface temperature time-series data using different observational datasets
2025
Shi, Hua, Xian, George
Land Use/Land Cover Classification , Land Surface Temperature , Emissivity, Surface Radiative Properties
Assessing spatiotemporal consistency of vegetation productivity indicators (SIF, GPP, NPP) in northwest China: climate and vegetation perspectives
2025
He, Yi, Cao, Shengpeng, Zhu, Qing, Ding, Yujie, Guo, Yan
Primary Production, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Gross Primary Production (gpp), Reflectance
Assessing the adoption and outcomes of early-sown wheat varieties in Northwest India
2025
Albanna, Basma, Hesch, Gunnar, Naeher, Dominik, Otto, Daniel, Jain, Meha, Mehedy Hassan, Mohammad, Vollmer, Sebastian, Ewell, Hanna, Nawrotzki, Raphael
Emissivity, Land Surface Temperature
CEDAR-GPP: spatiotemporally upscaled estimates of gross primary productivity incorporating CO2 fertilization
2025
Kang, Yanghui, Bassiouni, Maoya, Gaber, Max, Lu, Xinchen, Keenan, Trevor F.
Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY, Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification , Land Surface Temperature , Emissivity, Albedo , Anisotropy, Reflectance , Vegetation Index , Vegetation Cover, Plant Characteristics, Canopy Characteristics, Albedo
Characteristics of surface urban heat islands and urban aerosols over middle gangetic plains during agricultural residue burning season of post-monsoon
2025
Sarthi, P. Parth, Singh, Anuradha, Barat, Archisman, Kumar, Prabhat
Land Use/Land Cover Classification , Land Surface Temperature , Emissivity
Characterizing Spatial Variability of Soil Organic Carbon through Improved Machine Learning Modeling with In-situ Data Resampling: A Case Study in Alaska
2025
Peng, Wei, Yi, Yonghong, Mishra, Umakant, Bakian-Dogaheh, Kazem, Kimball, John S., Moghaddam, Mahta, Chen, Hans W.
Land Surface Temperature , Emissivity
Brief communication: Improving lake ice modeling in ORCHIDEE-FLake model using MODIS albedo data
2025
Titus, Zacharie, Cuynet, Amelie, Salmon, Elodie, Ottle, Catherine
Albedo , Anisotropy
Brief communication: Not as dirty as they look, flawed airborne and satellite snow spectra
2025
Bair, Edward H., Roberts, Dar A., Thompson, David R., Brodrick, Philip G., Wilder, Brenton A., Bohn, Niklas, Crawford, Christopher J., Carmon, Nimrod, Vuyovich, Carrie M., Dozier, Jeff
Viewing Geometry, Geolocation, Infrared Radiance, Visible Radiance, Reflectance , Absorption, Absorption
Climate rather than overgrazing explains most rangeland primary productivity change in Mongolia
2025
Purevjav, Avralt-Od, Avirmed, Tumenkhusel, Wilcox, Steven W., Barrett, Christopher B.
Reflectance , Anisotropy
Climate buffering effects of western Canadian boreal lakes: the effect of lake size and depth on shoreline and nearshore forests
2025
Hillman, Ashley, Nielsen, Scott E.
Land Surface Temperature , Emissivity
Climatology and variability of smoke aerosols from MAIAC EPIC observations over North America (20162024)
2025
Choi, Myungje, Lyapustin, Alexei, Wang, Yujie, Hyer, Edward J., Eck, Thomas F., Korkin, Sergey
Fire Occurrence, Land Surface Temperature , THERMAL ANOMALIES, Reflectance
Climatology of Tehran surface heat Island: a satellite-based spatial analysis
2025
Zargari, Motahhareh, Mofidi, Abbas, Entezari, Alireza, Baaghideh, Mohammad
Land Surface Temperature , Emissivity
Climate-vegetation intersection in determining the burn rate in an area
2025
da Rocha Miranda, Jonathan, Juvanhol, Ronie Silva, da Silva, Rosane Gomes, do Nascimento, Marcilene Soares, da Silva, Juliana Fernandes
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity
Climate change dominates recent increase in streamflow in the Yellow River Basin
2025
Huang, Zhen, Tang, Zixuan, Tian, Jing, Zhang, Xuanze, Ma, Ning, Bai, Xinli, Zhang, Yongqiang
Albedo , Anisotropy
Comparative analysis of drought indices to characterize drought in agro-climatic zones of Assam, northeast region of India
2025
Pandey, Vanita, Shrivastava, Salil Kumar
Reflectance
Comparing Calculations of Seasonal Variations of Atmospheric Muons in Deep Underground Detectors
2025
Soldin, Dennis, Alves, Amanda, Pyras, Lilly, Verpoest, Stef
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
Comprehensive reassessment of Australia's land-surface phenology trends
2025
Burton, Chad.A., Rifai, Sami.W., Renzullo, Luigi.J., Van Dijk, Albert.I.J.M.
Reflectance , Anisotropy
Comparative assessment of remotely-sensed forest fire datasets over the Rarh region of West Bengal from the FIRMS and FSI portals
2025
Mallick, Kunal, Patel, Priyank Pravin
Fire Dynamics, Surface Radiative Properties , Land Surface Temperature
Comparative evaluation of thirteen satellite-derived surface solar radiation products over China
2025
He, Junmei, Hong, Liang, Hu, Bing, Tang, Wenjun
Reflectance , Albedo , Anisotropy, Shortwave Radiation
Comparative ozone production sensitivity to NOx and VOCs in Quito, Ecuador, and Santiago, Chile
2025
Cazorla, Maria, Trujillo, Melissa, Seguel, Rodrigo, Gallardo, Laura
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, 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
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_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
Coastal Upwelling Enhances Winter Arctic Ocean Methane Emission
2025
Li, S., Dou, T., Du, Z., Wang, L., Zhou, R., Hua, W., Xiao, C.
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 Dioxide, Atmospheric Carbon Monoxide , Wind Speed
Basal ice but not summer temperature affects land surface greenness in parts of the landscape in high Arctic tundra
2025
Lechler, Lia, Pedersen, Ashild nvik, Myers-Smith, Isla H, Le Moullec, Mathilde, Loe, Leif Egil, Hansen, Brage Bremset, Beumer, Larissa T, Ravolainen, Virve
Reflectance
Baseline high-resolution maps of soil nutrients in Morocco to support sustainable agriculture
2025
Bouslihim, Yassine, Bouasria, Abdelkrim, Jelloul, Ahmed, Khiari, Lotfi, Dahhani, Sara, Mrabet, Rachid, Moussadek, Rachid
Reflectance , Anisotropy
Aura Ozone Monitoring Instrument (OMI) Collection 4 Formaldehyde
2025
Ayazpour, Zolal, Gonzalez Abad, Gonzalo, Nowlan, Caroline R., Sun, Kang, Kwon, HyeongAhn, Chan Miller, Christopher, Chong, Heesung, Wang, Huiqun, Liu, Xiong, Chance, Kelly, OSullivan, Ewan, Zhu, Lei, Vigouroux, Corinne, De Smedt, Isabelle, Stremme, Wolfgang, Hannigan, James W., Notholt, Justus, Sun, Xiaoyu, Palm, Mathias, Petri, Cristof, Strong, Kimberly, Rohling, Amelie N., Mahieu, Emmanuel, Smale, Dan, Te, Yao, Morino, Isamu, Murata, Isao, Nagahama, Tomoo, Kivi, Rigel, Makarova, Maria, Jones, Nicholas, Sussmann, Ralf, Zhou, Minqiang
Albedo , Anisotropy, Reflectance , Formaldehyde, Carbon And Hydrocarbon Compounds, ULTRAVIOLET RADIANCE, Solar Irradiance, 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, Land Use/Land Cover Classification
Atmospheric concentrations of CH4 in central-western areas of
2025
Maria, Luciano de Souza, Rossi, Fernando Saragosa, da Costa, Luis Miguel, Campos, Marcelo Odorizzi, Panosso, Alan Rodrigo, da Silva Junior, Carlos Antonio, Scala, Newton La
Land Surface Temperature , Emissivity
Atmospheric HONO Observed Over Global Biomass Burning Regions Using
2025
Theys, N., Yu, H., Franco, B., Clarisse, L., Volkamer, R., Cha, H., Kim, J., De Smedt, I., Stavrakou, T., van Gent, J., Van Roozendael, M.
Aerosol Extinction, Aerosol Optical Depth/Thickness , Aerosol Optical Depth/Thickness , Fire Dynamics, Surface Radiative Properties , Land Surface Temperature
Benchmarking and evaluating the NASA Land Information System (version
2025
He, Cenlin, Lin, Tzu-Shun, Mocko, David M., Abolafia-Rosenzweig, Ronnie, Wegiel, Jerry W., Kumar, Sujay V.
Albedo , Anisotropy
Associations between weather extremes and faecal contamination along pathogen transmission pathways in rural Bangladeshi households: a prospective observational study
2025
Niven, Caitlin G, Islam, Mahfuza, Nguyen, Anna, Grembi, Jessica A, Mertens, Andrew, Pickering, Amy J, Kwong, Laura H, Alam, Mahfuja, Sen, Debashis, Islam, Sharmin, Rahman, Mahbubur, Unicomb, Leanne, Hubbard, Alan E, Luby, Stephen P, Colford, John M, Arnold, Benjamin F, Benjamin-Chung, Jade, Ercumen, Ayse
Land Surface Temperature , Emissivity
Assimilation of L-band interferometric synthetic aperture radar (InSAR) snow depth retrievals for improved snowpack quantification
2025
Shrestha, Prabhakar, Barros, Ana P.
Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Evaporation, Evapotranspiration , Rain, Snow, Canopy Characteristics, Leaf Characteristics, Vegetation Cover, Soil Moisture/Water Content , Soil Temperature, Albedo , Land Surface Temperature , Snow Water Equivalent , Runoff , Liquid Water Content, Snow Density, Snow Depth , Snow Grain Size, Snow/Ice Temperature, Snow Stratigraphy, Snow Depth
Assessing the utility of machine learning for predicting food sufficiency: a case study in Malawi
2025
Tomes, Andrew, Gholami, Shahrzad, Alia, Didier, Hennessy, Conor, Xu, Dafeng, Bitz, Cecilia, Dodhia, Rahul, Lavista Ferres, Juan, Anderson, C. Leigh
Land Use/Land Cover Classification , Land Surface Temperature , Emissivity
Assessing the cooling effects of vegetation greening on surface
2025
Bai, Xiao, Fang, Junjie, Liu, Chenggong, Jia, Xiaoxu, Zhao, Chunlei, Shao, Ming'an
Land Surface Temperature , Emissivity
Assessing the impact of landcover change on soil organic carbon stocks
2025
NunezHidalgo, Ignacio, Pfeiffer, Marco, Lira, Erick, Alaniz, Alberto J., Gaxiola, Aurora
Reflectance , Anisotropy, Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification , Total Surface Water
Assessing the Impact of Vegetated Land Cover on Downscaling Satellite Soil Moisture Products
2025
Pathira Arachchilage, Kalani R. L., Yeo, In-Young, Han, Shin-Chan, Khaki, Mehdi, Senanayake, Indishe P., Walker, Jeffery P., Dahlhaus, Peter G.
Land Surface Temperature , Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Assessing the influence of model inputs on performance of the EMT plus
2025
Fischer, Samantha C., Niemann, Jeffrey D., Scalia, Joseph, Bullock, Matthew D., Proulx, Holly E., Kim, Boran, Green, Timothy R., Grazaitis, Peter J.
Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Evaporation, Evapotranspiration , Rain, Snow, Canopy Characteristics, Leaf Characteristics, Vegetation Cover, Soil Moisture/Water Content , Soil Temperature, Albedo , Land Surface Temperature , Snow Water Equivalent , Runoff , Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture
Assessing the Interaction Between Agricultural, Hydrological, and Meteorological Droughts in the Tigris River Basin
2025
Valizadeh Kamran, Khalil, Dhiab, Ayat, Abdulkareem, Hala
Land Use/Land Cover Classification , Albedo , Anisotropy
Area of land degradation in arid regions from 2000 to 2023
2025
KIMURA, Reiji, MORIYAMA, Masao
Land Use/Land Cover Classification , Reflectance , Emissivity, Land Surface Temperature
Assessing vegetation phenology dynamics in West African rangelands: Implications for livestock sustainability and transhumance
2025
Estefania-Salazar, Enrique, Iglesias, Eva
Reflectance
Biodiversity regulates the asymmetric influence of forest cover gain and loss on land surface temperature
2025
Liao, Ziyin, Zhang, Chaoqun, Wang, Yixiao, Wu, Jianping, Yan, Wenting, Su, Yongxian
Land Use/Land Cover Classification , Emissivity, Land Surface Temperature
Biologically effective daily radiant exposure for erythema appearance
2025
Krzyscin, Janusz W., Czerwinska, Agnieszka, Rajewska-Wiech, Bonawentura, Jarosawski, Janusz, Sobolewski, Piotr S., Pawlak, Izabela
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
Better satellite precipitation algorithms slightly improved landslide hazard assessment
2025
Stanley, Thomas A., Sutton, Jessica R. P., Vershel, Rachel Soobitsky, Amatya, Pukar M.
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain, Reflectance , Total Surface Water
BPUM: A Bayesian Probabilistic Updating Model Applied to Early Crop Identification
2025
Shi, Qian, Pan, Ting, Lu, Dengsheng, Li, Haoyang, Chai, Zhuoqun
Emissivity, Land Surface Temperature