A global black carbon dataset of column concentration and microphysical information derived from MISR multi-band observations and Mie scattering ...
2026
Liu, Zhewen, Cohen, Jason B., Tiwari, Pravash, Guan, Luoyao, Wang, Shuo, Li, Zhengqiang, Qin, Kai
Cloud Amount
A global dataset of reservoir in-situ water levels for hydrological and remote sensing applications
2026
Zhang, Mingyang, Zhao, Gang, Song, Chunqiao, Liang, Zhongyao, Xie, Xianhong, Li, Yao
LAKES
A new index used to characterise the extent of Antarctic marine coastal winds in climate projections
2026
Cable, Archie, Caton Harrison, Thomas, Kent, Elizabeth, Cornes, Richard, Bracegirdle, Thomas J.
Surface Temperature , Skin Temperature, Upper Air Temperature, Air Temperature, Atmospheric Winds , Surface Winds , U/V Wind Components, Atmospheric Pressure, Sea Level Pressure, Surface Pressure, Specific Humidity, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Altitude, Boundary Layer Winds
A new model for estimating topography-modulated daily net radiation under all-sky conditions
2026
Zhao, Yu, Jiang, Bo, Liang, Shunlin, Li, Ainong, He, Tao, Miao, Guofang, Zhang, Zhengjian, Yin, Xiuwan, Chen, Yingping, Zhao, Xiang, Zhang, Xiaotong, Yao, Yunjun, Tan, Xuqing
Reflectance , Albedo , Anisotropy, Shortwave Radiation
A new, long-term root zone soil moisture dataset for operational agricultural drought monitoring over Africa
2026
Maidment, Ross I., Quaife, Tristan, Pinnington, Ewan, Black, Emily, Ejigu, Amsalework, Kumar, Dhirendra, Thomas, Simon
Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration , Wind Speed , Rain , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Cover , Snow Depth , Snow Water Equivalent , Runoff , Surface Temperature , Humidity , Surface Winds , Precipitation Rate , Ground Water
A novel active-microwave method to estimate 1 km vegetation optical depth over the Heihe River Basin
2026
Lu, Zhixuan, Fan, Lei, De Lannoy, Gabrielle, Bai, Xiaojing, Liu, Xiangzhuo, Xing, Zanpin, Zhou, Zhilan, Zeng, Jiangyuan, Frappart, Frederic, Peng, Jian, Che, Tao, Geng, Liying, Li, Xiaojun, Li, Xin, Baghdadi, Nicolas, Wigneron, Jean-Pierre
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), Surface Soil Moisture
A Novel Deep Learning Framework combining optical-SAR Data to Generate Gap-Free 20 M LAI Time Series for Crop Monitoring
2026
Li, Juan, Ienco, Dino, Gaetano, Raffaele, Ciotola, Matteo, Mateo-Herrera, Blanca, Xiao, Zhiqiang, Weiss, Marie
Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
Analyzing the impact of urban morphology on urban land surface temperature from the perspective of spatial configuration and explainable machine learning: A case study of seven cities
2026
Wan, Bo, Shen, Ningjie, Zhang, Haijian, Sheng, Qiang
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Anthropogenic impacts on aggrevating fluvial hazards: a Case of nagavali river basin, india
2026
Bandyopadhyay, Shreya, Goswami, Suparna, Ghosh, Parthasarathi, Sen, Subhajit, De, Sunil Kumar
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Anthropogenic Infrastructures Shape Brown Bear Movements in HumanModified Landscapes
2026
GarciaSanchez, Pino, Penteriani, Vincenzo, del Mar Delgado, Maria, Falcinelli, Daniele, Fedorca, Ancuta, Gentle, Louise K., Kojola, Ilpo, Heikkinen, Samuli, Find'o, Slavomir, Skuban, Michaela, Fedorca, Mihai, Ionescu, Ovidiu, Ionescu, Georgeta, Jurj, Ramon, Popa, Marius, Ordiz, Andres, Swenson, Jon E., Uzal, Antonio
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
Anticipating CRISTAL: an exploration of multi-frequency satellite altimeter snow depth estimates over Arctic sea ice, 20182023
2026
Landy, Jack C., de Rijke-Thomas, Claude, Nab, Carmen, Lawrence, Isobel, Glissenaar, Isolde A., Mallett, Robbie D. C., Fredensborg Hansen, Renee M., Petty, Alek, Tsamados, Michel, Macfarlane, Amy R., Braakmann-Folgmann, Anne
Sea Ice Elevation
Apparent Global Increase in Cloud Droplet Number Concentration After
2026
Liu, Jihu, Zhu, Yannian, Rosenfeld, Daniel, Cao, Yang, Wang, Yichuan, Wang, Minghuai
Dust/Ash/Smoke , Carbonaceous Aerosols, Organic Particles, Sulfate Particles, Sulfur Oxides, Sulfur Compounds, Sulfate, Sulfur Dioxide , Sulfur Oxides, Dimethyl Sulfide, Aerosol Particle Properties, Particulate Matter, Aerosols , Surface Pressure, Pressure Thickness, Relative Humidity, Sea Salt, Black Carbon, Air Mass/Density , Atmospheric Emitted Radiation, Emissivity, Optical Depth/Thickness, Radiative Flux, Reflectance , Transmittance, Clouds , Cloud Condensation Nuclei, Cloud Droplet Concentration/Size, Cloud Liquid Water/Ice, Cloud Optical Depth/Thickness, Cloud Precipitable Water, Cloud Asymmetry, Cloud Ceiling, Cloud Frequency, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Cloud Emissivity, Cloud Radiative Forcing, Cloud Reflectance, Cloud Types
Application of the Maxent model in habitat suitability assessment for Rosalia alpina (Linnaeus, 1758) in Montenegro
2026
Roganovic, Dragan, Vujovic, Filip
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Application of Various Statistical Indicators for Drought Analysis Based on Remote Sensing Data: A Case Study of Three Major Provinces of Turkey
2026
KAYA, Yunus Ziya
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Applications of the World Wide Lightning Location Network (WWLLN) Thunder Hour Climatology
2026
Virts, Katrina S., Holzworth, Robert H., McCarthy, Michael P.
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Lightning , Thunder Hour
Applying an Interpretable Deep Learning Model to Identify Wildfire-Prone Areas in Southwest China
2026
Ma, Chenyu, Yang, Siquan, Cui, Jing, Li, Qiang, Yao, Qichao, Zhang, De, Guo, Jiachang, Wang, Xinqian, Qu, Chong
Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration , Wind Speed , Rain , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Cover , Snow Depth , Snow Water Equivalent , Runoff
Assessing 21-Years (2000-2020) vegetation dynamics and climatic response
2026
Bongasie, Anteneh, Kim, Tae-Su, Tiwari, Shraddha, Kim, Jun-Young, Dhakal, Thakur, Jang, Gab-Sue
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Assessing air quality variations in relation to vegetation patterns and meteorological conditions using remote sensing
2026
Ngebe, Sisipho, Ngcoliso, Nasiphi, Shikwambana, Lerato
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, Wind Speed
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 instM_2d_lfo_Nx: 2d,Monthly mean,Instantaneous,Single-Level,Assimilation,Land Surface Forcings 0.625 x 0.5 degree V5.12.4 (M2IMNXLFO) at GES DISC
Assessing and improving MERRA-2 black carbon column concentration over china using multi-source data and machine learning
2026
Zhang, Qian, Wang, Xudong, Long, Yuan
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 10) , PARTICULATE MATTER (PM 1.0)
Arctic Sea Ice Thickness Retrieval From SMOS Using Unsupervised-ClassificationBased Selection of Representative Tie Points
2026
Li, Jiaxing, Zhang, Shengkai, Xiao, Feng, Geng, Tong, Ma, Jie, Li, Fei
Sea Ice Concentration, Brightness Temperature, Sea Ice Motion , Snow Depth
Application of a SIF-based photochemical model to improve the estimation
2026
Guo, Chenhui, Liu, Zhunqiao, Lu, Xiaoliang
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation
Are urban impacts on heavy rainfall amplified in mountainous regions?
2026
Urdiales-Flores, Diego, Koukoula, Marika, Prein, Andreas F, Jan de Vries, Andries, Mariethoz, Gregoire, Bendix, Jorg, Dominguez, Francina, Celleri, Rolando, Peleg, Nadav
Total Surface Precipitation Rate
Aridity modulates spatiotemporal changes in carbon allocation to leaves in Northern Hemisphere grasslands
2026
Wu, Xiao, Bai, Wenrui, Gao, Chengxi, Zhou, Wencun, Lin, Shaozhi, Dai, Junhu, Wang, Huanjiong
Primary Production, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Gross Primary Production (gpp), Reflectance
Artificial intelligence with earth observations provides continuous
2026
Uddin, Shihab, Rajib, Adnan, Haider, M. Rezaul, Vanderhoof, Melanie, Luk Kim, I., Zhao, Lan
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Surface Thermal Properties , Land Surface Temperature , THERMAL ANOMALIES, Burned Area, Reflectance , Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent , Vapor Pressure, Shortwave Radiation, Evapotranspiration , Latent Heat Flux
Artificial neural network-based forecasting of SPI for extreme event analysis in the Upper Sao Francisco sub-basin
2026
Santos, Celso Augusto Guimaraes, de Medeiros Miranda, Vanessa Negreiros, Brasil Neto, Reginaldo Moura, de Farias, Camilo Allyson Simoes, da Silva, Richarde Marques
Total Surface Precipitation Rate