Multi-Source Data-Driven CNNTransformer Hybrid Modeling for Wind Energy Database Reconstruction in the Tropical Indian Ocean
2026
Xu, Jintao, Luo, Yao, Wu, Guanglin, Wang, Weiqiang, Zhang, Zhenqiu, Kanapathipillai, Arulananthan
Surface Winds , Surface Winds
Multi-Agent Federated Learning Using Covariance-Based Nearest Neighbor Gaussian Processes
2026
Kontoudis, George P., Stilwell, Daniel J.
Sea Surface Temperature
NortheastChinaSoybeanYield20m: an annual soybean yield dataset at 20 m in Northeast China from 2019 to 2023
2026
Xu, Jingyuan, Du, Xin, Dong, Taifeng, Li, Qiangzi, Zhang, Yuan, Wang, Hongyan, Xiao, Jing, Zhang, Jiashu, Shen, Yunqi, Dong, Yong
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Nonlinear drivers of canopy and surface urban heat islands across China's climate zones: marginal and interaction effects from explainable machine learning
2026
Wen, Cong, Mamtimin, Ali, Wang, Haitao, Wang, Yu, Liu, Haotong, Sayit, Hajigul, Song, Meiqi, Gao, Jiacheng, Aihaiti, Ailiyaer, Wulayin, Yisilamu, Yang, Fan, Zhou, Chenglong, Huo, Wen
Land Use/Land Cover Classification , Land Surface Temperature , Emissivity
Nonlinear ElevationDependent Controls on Drought Responses of Vegetation Net Primary Production in the Central Himalayas
2026
Wu, Jiujiang, Yang, Yanqing, Zhao, Junli, Ding, Tao, Zhao, Wei
Vegetation Index, Normalized Difference Vegetation Index (NDVI), Land Use/Land Cover Classification
Nonlinear impacts of urban size and vegetation cover on global surface
2026
Jiang, Song, Zhao, Yongling, Zhao, Lei, Strebel, Dominik, Derome, Dominique, Urge-Vorsatz, Diana, Carmeliet, Jan, Peng, Jian
Land Use/Land Cover Classification , Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Ocean Chlorophyll-a Concentration and the Extension of the Migration of Franklin's Gulls (Leucophaeus pipixcan) in Southern South America
2026
Acuna-Ruz, Maria P., Quintero-Galvis, Julian F., Vukasovic, Angelica M., Hodge, Jonathan, Estades, Cristian F.
Ocean Color , Reflectance , Aerosol Optical Depth/Thickness , Angstrom Exponent, Chlorophyll Concentration, Attenuation/Transmission, Organic Carbon, Inorganic Carbon, Fluorescence, Photosynthetically Active Radiation , Ocean Color , Reflectance , Aerosol Optical Depth/Thickness , Angstrom Exponent, Chlorophyll Concentration, Attenuation/Transmission, Organic Carbon, Inorganic Carbon, Fluorescence, Photosynthetically Active Radiation
On the calculation of the land cover and management factor in soil
2026
Latella, Melissa, Santini, Monia, Balzarolo, Manuela
Land Use/Land Cover Classification , Plant Phenology, Enhanced Vegetation Index (EVI)
Observed and Modeled Changes in Boundary-Layer and Surface-Level Actinic
2026
Corwin, K. A., Hall, S. R., Ullmann, K., Corr, C. A., Pierce, J. R., Fischer, E. V.
Aerosol Optical Depth/Thickness
Oceanographic influences and high productivity recorded in a coastal bay of the Amundsen Sea, West Antarctica, during the Holocene
2026
Heberlein, Marianne G., Totten, Rebecca L., Fernandez, Rodrigo, Hillenbrand, ClausDieter, Byrne, Colton C., Nitsche, Frank O., Wellner, Julia S., Smith, James A., Miller, Lauren E., Radionovskaya, Svetlana, Graham, Alastair G. C., Larter, Robert D., Hogan, Kelly A., Boehme, Lars, Wacker, Lukas
Basins, Coastline, Grounding Line, Ice Shelves
Mapping tipping risks from Antarctic ice basins under global warming
2026
Winkelmann, Ricarda, Garbe, Julius, Donges, Jonathan F., Albrecht, Torsten
Basins, Coastline, Grounding Line, Ice Shelves
Modeling forest bird distributions with bioclimatic, forest composition, and GEDI fusion forest structure variables: the importance of ecoregional perspectives
2026
Elliott, Lisa H, Vogeler, Jody C, Holbrook, Joseph D, Barry, Brent R, Vierling, Kerri T
Land Use/Land Cover Classification
Mitigating Topographic Effects in Optical Remote Sensing: From surface
2026
Ma, Yichuan, Liang, Shunlin, He, Tao, Wen, Jianguang, Li, Ainong, Ma, Han, Yao, Yunjun, Xu, Jianglei, Li, Wenyuan, Zhang, Yuxiang
Albedo , Anisotropy
Mapping Quartz and Feldspar Areal Abundance and Grain Sizes Using Integrated VTIR Data
2026
Grant, Kathleen, Brodrick, Philip G., Perez GarciaPando, Carlos, Goncalves Ageitos, Maria, Celestian, Aaron J., West, A. Joshua
Emissivity, Vegetation Index , Snow Cover , Emissivity, Vegetation Index , Snow Cover , Land Surface Temperature
Meteorological to agricultural drought transitions compounded by heat waves in historical and future climates
2026
Short Gianotti, Daniel J., Gannon, Meriah J., Entekhabi, Dara
Brightness Temperature, Surface Soil Moisture, 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, Tropospheric Ozone, Sulfur Dioxide , Surface Temperature , Cloud Fraction
Mechanism for the Asymmetric Responses of Mixed-Layer Chlorophyll-a
2026
Wang, Anqi, Qin, Jianhuang, Song, Xiangzhou, Murtugudde, Raghu
Chlorophyll Concentration, Chlorophyll , Chlorophyll , Chlorophyll , Chlorophyll Concentrations, Phytoplankton
Physically consistent reconstruction and propagation analysis of droughts using a physics-informed neural network framework
2026
Wang, Tian, Dai, Yongjiu, Zhou, Zhaoqiang, Tu, Xinjun, Lin, Kairong
Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI) , Leaf Characteristics, Photosynthetically Active Radiation
Phytoplankton Bloom in an Arctic Fjord During Late-Summer in Response to
2026
Mathew, Teesha, Meethale Puthukkottu, Subeesh, David, Divya T., Pottekkatt Jayapalan, Vidya, Shereef, Ahammed, Murukesh, Nuncio, Chatterjee, Sourav
Sea Surface Temperature
Pinning-point buttressing and century-scale stability of the LambertAmery system, 20202100
2026
Wang, Qianxi, Li, Teng, Liang, Qi, Zheng, Lei, Moore, John C., Cheng, Xiao
Bathymetry, Bed Elevation, Firn Air Content, Glacier/Ice Sheet Thickness, Terrain Elevation , Basins, Coastline, Grounding Line, Ice Shelves
PM10 source apportionment in a coastal african megacity (Luanda
2026
da Silva, Alan Victor, Cipoli, Yago, Vicente, Estela, Sanchez de la Campa, Ana, Leitao, Anabela, Feliciano, Manuel, Alves, Celia
Fire Dynamics, Surface Radiative Properties , Land Surface Temperature
Statistical Modeling of Wildfire Occurrence Based on Geomorphometry in La Amistad International Park's Buffer Zone
2026
Chou-Chen, Shu Wei, Quesada-Roman, Adolfo, Vargas-Sanabria, Daniela
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area
Site Suitability Assessment of Native Tree Species in Angat Watershed using GIS-based Multi-Criteria Decision-Making
2026
Onte, Cheryl Jo M., Uminga, Irish Jeill N., Sta. Ana, Justin Bryan M., Manago, Carlo Angelo R., Claridades, Alexis Richard C.
Emissivity, Land Surface Temperature
Status of Biomass Burning in China (2012 2024): A Satellite-Based Spatiotemporal Assessment
2026
Yang, Guangyi, Liu, Fei, Zhu, Guangqin, Yang, Ling, Zhao, Hongmei, Chen, Guolei
Land Use/Land Cover Classification
Sympatric Distribution of Giant Pandas and Red Pandas in Sichuan
2026
Feng, Bin, Zheng, Weichao, Fu, Ying, Duan, Mengyi, Yang, Zhisong, Zhou, Hong
Land Use/Land Cover Classification , Plant Phenology, Enhanced Vegetation Index (EVI)
Synergistic local and global stressors shape the phenology and physiological limits of a model red macroalga in South Florida
2026
Nauer, Fabio, Hatt, Danielle C., Duran, Alain, Velazquez, Jolisa, Guzman, Silvana, Campbell, Justin E., Fujii, Mutue T., Collado-Vides, Ligia
Sea Surface Temperature