A New Age of SAR: How Can Commercial Smallsat Constellations Contribute
2025
Huang, Stacey A., Osmanoglu, Batuhan, Scheuchl, Bernd, Oveisgharan, Shadi, Sauber, Jeanne M., Jo, MinJeong, Khazendar, Ala, Tymofyeyeva, Ekaterina, Wusk, Betsy, Albayrak, Arif
Droughts , Earthquakes , Floods , Landslides , Cyclones, Volcanic Eruptions, Avalanche, Socioeconomics , Sustainability , Land Use/Land Cover Classification
A Map of Dominant Cloud-Controlling Factors for Cloud Fraction and Total
2025
Naud, Catherine M., Elsaesser, Gregory S., Booth, James F.
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, Vertical Profiles, Ozone Profiles, Clouds , Cloud Optical Depth/Thickness, 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, Trace Gases/Trace Species , Atmospheric Emitted Radiation, Emissivity, Optical Depth/Thickness, Radiative Flux, Reflectance , Transmittance, Atmospheric Stability, Humidity , Water Vapor Profiles, Cloud Condensation Nuclei, Cloud Droplet Concentration/Size, Cloud Asymmetry, Cloud Ceiling, Cloud Frequency, Cloud Height, Cloud Vertical Distribution, Cloud Emissivity, Cloud Radiative Forcing, Cloud Reflectance, Rain Storms, Sea Surface Temperature Indices, Heat Flux
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) MERRA-2 inst6_3d_ana_Np: 3d,6-Hourly,Instantaneous,Pressure-Level,Analysis,Analyzed Meteorological Fields 0.625 x 0.5 degree V5.12.4 (M2I6NPANA) MODIS_CR_Equal_Angle_3h MODIS/Aqua Aerosol Cloud Water Vapor Ozone Daily L3 Global 1Deg CMG SeaFlux Data Products V1
A Merged CYGNSS Soil Moisture Product Using a Minimum Variance Estimator
2025
Hodges, Erik, Chew, Clara, Small, Eric E., Bai, Dinan, Al-Khaldi, Mohammad, Ouellette, Jeffrey D., Johnson, Joel T., Lei, Fangni, Kurum, Mehmet, Cafer Gurbuz, Ali, Senyurek, Volkan, Nabi, M. M., Xu, Xiaolan, Shah, Rashmi, Yueh, Simon H., Hayashi, Akiko, Setti, Paulo T., Tabibi, Sajad, Santi, Emanuele, Pettinato, Simone, Ruf, Christopher S., Moghaddam, Mahta
Land Use/Land Cover Classification
A Novel Approach for Inverting Forest Fuel Moisture Content Utilizing
2025
Wang, Wenjun, Zhou, Cui, Zhang, Junxiang, Li, Yuanzong, Chen, Zhenyu, Luo, Yongfeng
Land Use/Land Cover Classification
A Novel Approach for Reliable Classification of Marine Low Cloud Morphologies with VisionLanguage Models
2025
Erfani, Ehsan, Hosseinpour, Farnaz
Infrared Radiance, REFLECTED INFRARED, Visible Radiance
A novel calibration of global soil roughness effects for SMOS-IC soil
2025
Konkathi, Preethi, Li, Xiaojun, Fernandez-Moran, Roberto, Liu, Xiangzhuo, Xing, Zanpin, Frappart, F., Piles, Maria, Karthikeyan, L., Wigneron, Jean-Pierre
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification , Leaf Characteristics, Photosynthetically Active Radiation
A novel framework for analyzing rainy season dynamics in semi-arid environments: a case study in the Peruvian Rio Santa basin
2025
Hanchen, Lorenz, Potter, Emily, Klein, Cornelia, Calanca, Pierluigi, Maussion, Fabien, Gurgiser, Wolfgang, Wohlfahrt, Georg
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A novel framework for assessing regional wildfires contributions to biomass burning aerosol optical depth
2025
Broda, Michalina, Zawadzka-Manko, Olga, Markowicz, Krzysztof, Xian, Peng, Hyer, Edward
Fire Dynamics, Surface Radiative Properties , Land Surface Temperature
A novel framework for assessing shrublines and their geophysical
2025
Ren, Zexi, Zhang, Lin, Wang, Qianlong, Hu, Wanjun, Shi, Zhou
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
A novel generative adversarial network and downscaling scheme for GRACE/GRACE-FO products: Exemplified by the Yangtze and Nile River Basins
2025
Wang, Jielong, Shen, Yunzhong, Awange, Joseph, Tabatabaeiasl, Maryam, Song, Yongze, Liu, Chang
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 , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A Novel Land Surface Temperature Retrieval Algorithm for SDGSAT-1 Images
2025
Li, Na, Xu, Jianhui, Li, Xu, Qin, Boxiong, Wang, Yunpeng, Fu, Dongjie, Zhong, Kaiwen, Qin, Zhihao
Land Use/Land Cover Classification
A Novel Metric for Assessing Climatological Surface Habitability
2025
Woodward, Hannah L., Rushby, Andrew J., Mayne, Nathan J.
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A Novel Standardized Optimal Synthesized Drought Index (SOSDI) for agro-drought monitoring using multi-source remote sensing data
2025
Feng, Shouming, Zhao, Shuhe, Huang, Xinyi, Guo, Xinya, Fan, Jinlong, Zhang, Zhenke
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 , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A Spatial Decision Support System for climate-adapted agriculture
2025
Ziegler, Katrin, Abel, Daniel, Konig, Lorenz, Weber, Torsten, Otte, Insa, Teucher, Mike, Conrad, Christopher, Thiel, Michael, Gbode, Imoleayo Ezekiel, Ajayi, Vincent Olanrewaju, Coulibaly, Amadou, Traore, Seydou B., Zoungrana, Benewinde Jean-Bosco, Paeth, Heiko
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A Spatial Hybrid Model for Crop Yield Prediction in Western Australia
2025
Ibrahim, Muhammad, Singh, Balwinder, Pires, Rodrigo, Easton, Julia, Tareque, Hasnein
Albedo , Anisotropy
A stand-alone framework for predicting spatiotemporal errors in satellite-based soil moisture using tree-based models and deep neural networks
2025
Kim, Subin, Kim, Hyunglok, Kwon, Yonghwan, Nguyen, Hoang Hai
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 , Land Use/Land Cover Classification , Brightness Temperature, Surface Soil Moisture
A new generation aerosol optical depth dataset based on AVHRR data over
2025
Che, Yahui, Guang, Jie, Xue, Yong, de Leeuw, Gerrit, She, Lu, Mei, Linlu, He, Xingwei, Sun, Ling, Li, Zhengqiang
Land Use/Land Cover Classification
A new method for diagnosing effective radiative forcing from aerosolcloud interactions in climate models
2025
Duran, Brandon M., Wall, Casey J., Lutsko, Nicholas J., Michibata, Takuro, Ma, Po-Lun, Qin, Yi, Duffy, Margaret L., Medeiros, Brian, Debolskiy, Matvey
Optical Depth/Thickness, Clouds , Cloud Condensation Nuclei, Cloud Droplet Concentration/Size, Cloud Liquid Water/Ice, Cloud Optical Depth/Thickness, Cloud Precipitable Water, Cloud Frequency, Cloud Height, Cloud Top Pressure, Cloud Vertical Distribution
A remote sensing-based framework for agricultural drought risk monitoring and assessment: introducing SADFI for disaster risk assessment in Northeastern Iran
2025
Eshaghi, Ameneh, Kamkar, Behnam
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity
A retrospective study on the association of ambient air pollutants and
2025
Zhang, Kaili, Chen, Wei, Divigalpitiya, Prasanna, Xing, Shasha, Luo, Erdan
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A Review of Drivers of Cool Season Rainfall in Southwest Western
2025
Hawke, Kerryn A., Kala, Jatin, Foster, Ian J.
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A seamless global daily 5 km soil moisture product from 1982 to 2021
2025
Zhang, Yufang, Liang, Shunlin, Ma, Han, He, Tao, Tian, Feng, Zhang, Guodong, Xu, Jianglei
Land Use/Land Cover Classification
A Self-Supervised Seasonal Anomaly Embedding ViT for Label-Free Drought
2025
Abdelrahim, Nasser A. M., Jin, Shuanggen, Li, Shiyu
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity
A probabilistic approach to estimating timber harvest location
2025
Truszkowski, Jakub, Maor, Roi, Yousuf, Raquib Bin, Biswas, Subhodip, Chater, Caspar, Gasson, Peter, McQueen, Scot, Norman, Marigold, Saunders, Jade, Simeone, John, Ramakrishnan, Naren, Antonelli, Alexandre, Deklerck, Victor
Trace Gases/Trace Species , Atmospheric Pressure Measurements, Surface Pressure, Atmospheric Stability, Surface Temperature , Air Temperature, Boundary Layer Temperature, Dew Point Temperature, Maximum/Minimum Temperature, Skin Temperature, Vertical Profiles, Humidity , Total Precipitable Water, Water Vapor, Condensation, Water Vapor Profiles, Rain Storms, Atmospheric Ozone
A process model-guided transfer learning framework for mapping global
2025
Guan, Xiaobin, Li, Yuyu, Chen, Jing M., Ma, Yongming, Shen, Huanfeng
Land Use/Land Cover Classification