A global 0.05 gross primary production dataset from 2001 to 2024 generated using a hybrid LSTM framework
2026
Chen, Shaoyang, Liu, Xinjie, Han, Qizhi, Wu, Yanhong, Liu, Liangyun
Land Use/Land Cover Classification , Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Albedo , Anisotropy, Reflectance , Photosynthesis, Primary Production, Vegetation Productivity
A harmonized 20002024 dataset of daily river ice concentration and annual phenology for major Arctic rivers
2026
Qiu, Jiahui, Luojus, Kari, Kaartinen, Harri, Qiu, Yubao, Silander, Jari, Patro, Epari Ritesh, Klove, Bjorn, Haghighi, Ali Torabi
Reflectance
A Costefficient and robust approach to monitor ecosystem photosynthesis using nearinfrared enabled cameras
2026
Syahid, Luri Nurlaila, Luo, Xiangzhong, Zhao, Ruiying, Yu, Liyao, Tan, Li Ming, Detto, Matteo, Sonnentag, Oliver
Reflectance , Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Vegetation Cover, Plant Phenology, Plant Characteristics
A Cloud-Native Alternative Correction for Landsat-8/9 Collection 2 Surface Reflectance over Inland Waters
2026
Bi, Shun, Shi, Kun, Xu, Jie
Reflectance
A CNN-Transformer Hybrid Framework for Mapping Annual Wheat Fractional Cover from 2001-2023 using MODIS Satellite Data over Asia
2026
Li, Wenyuan, Liang, Shunlin, Chen, Yongzhe, Ma, Han, Xu, Jianglei, Ma, Yichuan, Chen, Zhongxin, Fang, Husheng, Zhang, Fengjiao
Reflectance
A Conceptual Framework for Remote Sensing Solution for Peatland Greenhouse Gas Emission Estimation in Latvia
2026
Feofilovs, Maksims, Gulbe-Viluma, Linda, Grishanov, Andrei, Barga, Ilze, Rajamani, Amrutha, Patel, Nidhiben, Romagnoli, Francesco
Reflectance , Vegetation Index , Normalized Difference Vegetation Index (NDVI) , Enhanced Vegetation Index (EVI)
A concise real-time identification method of maize phenological period
2026
Zhu, Bingxue, Wu, Huizhu, Li, Sijia, Chen, Liwen, Song, Kaishan
Reflectance
A 30 m Multi-Year Dataset of Major Crop Distributions in Xinjiang, China (20132024) Based on Harmonized LandsatSentinel-2 Data
2026
Liang, Qixiang, Di, Yanfeng, Hao, Xingming, Zhang, Jingjing, Ci, Mengtao, Sun, Fun, Wang, Chuan, Fan, Xue, Guo, Xinran
Reflectance , Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
A High-Resolution Forest Soil Organic Carbon Dataset for China Derived from an Enhanced Quantile Regression Forest Model
2026
Chen, Jizhen, Ou, Yuxing, Fan, Zihao, Zhang, Xin, Xiao, Wenfa, Sun, Qiwu, Sun, Xiangyang, Huang, Zhilin
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance , Photosynthesis, Primary Production, Vegetation Productivity
A KoppenGeiger classification derivative tailored for numerical modeling of ecosystems within watershed dynamics
2026
Chauveau, Benoit, Pujol, Arnaud, Mama, Ahmed N.
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
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
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
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
Analysis of long-term dynamic changes of subglacial lakes in the Recovery Ice Stream, Antarctica
2026
Feng, Tiantian, Dong, Hui, Chen, Yangyang, Hao, Tong
Bathymetry, Bed Elevation, Firn Air Content, Glacier/Ice Sheet Thickness, Terrain Elevation , Glacier Elevation/Ice Sheet Elevation, Glacier Elevation/Ice Sheet Elevation, Ice Roughness, Glacier Elevation/Ice Sheet Elevation, Glacier Topography/Ice Sheet Topography, Ice Sheets, Reflectance
Annual irrigated cropland mapping reveals uneven expansion and rising
2026
Tolera, Abera Misgana, Zhang, Chao, You, Nanshan, Dong, Jinwei
Crop/Plant Yields, Landscape Patterns, Cropland, Reflectance , Vegetation Cover
Analyzing Facade Degradation across US Regions: A Model-Based Assessment of Geographic Stressors
2026
Cabonce, Michelle, White, Justin, Mulholland, Sean M.
Emissivity, Land Surface Temperature , Reflectance , Nitrogen Dioxide
Amazon forest loss: An all-sky biophysical top-of-atmosphere cooling feedback
2026
Dror, Tom, Feingold, Graham
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, Land Use/Land Cover Classification
Amazon forest nutrient limitation is mitigated by distant fire emissions
2026
Descals, Adria, Janssens, Ivan A., Penuelas, Josep
Solar Induced Fluorescence, Chlorophyll , Primary Production, Leaf Characteristics, Reflectance , Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area, Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
An algorithm to retrieve peroxyacetyl nitrate from AIRS
2026
Laughner, Joshua L., Kulawik, Susan S., Payne, Vivienne H.
Peroxyacetyl Nitrate, Brightness Temperature, Infrared Radiance, Dust/Ash/Smoke , Sulfur Dioxide , 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
An Algorithm for Identifying Pollution Sources with Non-Linear Measurement Operators
2026
Penenko, A. V., Rusin, E. V., Emelyanov, M. K.
Aerosol Backscatter, Aerosol Extinction, Aerosol Optical Depth/Thickness , Angstrom Exponent, Aerosol Particle Properties, Aerosol Radiance, Carbonaceous Aerosols, Dust/Ash/Smoke , Nitrate Particles, Organic Particles, Particulate Matter, Sulfate Particles, Optical Depth/Thickness, Radiative Flux, Reflectance
Aerosol and non-aerosol drivers of regional trends in top-of-atmosphere Albedo over 2002-2020
2026
Clement, Noe, Bellouin, Nicolas, Boucher, Olivier, Quaas, Johannes, Jia, Hailing, Tegen, Ina
Aerosol Backscatter, Aerosol Extinction, Aerosol Optical Depth/Thickness , Angstrom Exponent, Aerosol Particle Properties, Aerosol Radiance, Carbonaceous Aerosols, Dust/Ash/Smoke , Nitrate Particles, Organic Particles, Particulate Matter, Sulfate Particles, Optical Depth/Thickness, Radiative Flux, Reflectance , Albedo , Anisotropy, Emissivity, Land Surface Temperature
Accelerating High Mountain Asia Glacier Loss From ICESat and ICESat-2
2026
Hassan, Javed, Colgan, William, Nielsen, Karina, Bhakta Kayastha, Rijan, Khadka, Mira, Abbas Khan, Shfaqat
Digital Elevation/Terrain Model (DEM) , Glacier Elevation/Ice Sheet Elevation, Glacier Topography/Ice Sheet Topography, Ice Roughness, Ice Sheets, Reflectance , Sea Surface Height , Sea Surface Slope, Surface Roughness, Terrain Elevation
An End-to-End Foundation Model-Based Framework for Robust LAI Retrieval
2026
Gu, Xiangfeng, Li, Wenyuan, Guan, Shikang
Reflectance
A Transboundary Air Quality CoBenefit of Ecological Restoration in Mongolia
2026
Qiu, Pengcheng, Guan, Xiaodan, Huang, Jianping, Da, Pengbo, Ding, Yuhang, Jin, Zhiyuan
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Albedo , Anisotropy, Reflectance