An Interpretable PhysicsGuided Deep Learning (IPGDL) Framework for BlueGreen Water Robust Projection and Nonlinear Interpretation in the River Basin
2026
Guo, Zhonghui, Feng, Chang, Liu, Qing, Yang, Liu, Lu, Yikun, Liu, Yan, Zhao, Boning, Wang, Dan
Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux
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 global mountain long-term monthly mean air temperature dataset from priority-based weighted fusion of multi-source 1-km satellite LST products and in-situ observations
2026
Zhao, Wei, Zhao, Junli, Xie, Xinyao, Wang, Yong, Yin, Gaofei, Yang, Yanqing, Wu, Jiujiang
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
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 high-resolution (daily and 1 km) atmospheric moisture collection over the North China Plain during 20032020
2026
Su, Zhiying, Zhang, Hui, Li, Xiang, Wu, Sijia, Shi, Manqing, Luo, Ming
Land Use/Land Cover Classification , Aerosol Optical Depth/Thickness , Land Surface Temperature , Emissivity
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 long-term daily 500 m snow cover extent product over China (19812000)
2026
Shen, Yanlong, Wang, Xiaoyan, Zhu, Ruixiang, Liang, Shi, Che, Tao, Hao, Xiaohua
Land Use/Land Cover Classification
A machine learning approach coupling immediate and lagged drivers to predict sand and dust storms in Northern China
2026
Wang, Mile, Yu, Kunxia, Li, Peng, Li, Zhanbin, Yan, Rui, Jiang, Zixia, Li, Xue, Jia, Lu
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity
A Model for Dry Deposition of Atmospheric Micro-and Nanoplastic Fibers
2026
Foroutan, Hosein
Land Use/Land Cover Classification
A Multi-City Assessment of Genomic Evolution in the Native Wildflower Impatiens capensis
2026
Rivkin, L. Ruth, Garroway, Colin J., Johnson, Marc T. J.
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A multi-scale assessment of supplydemand risk and ecological compensation in coal resource-based urban agglomerations of the Yellow River Basin from the perspective of carbon sink service flows
2026
Miao, Jinxin, Wang, Yangna, Li, Zihan, Wang, Junjun, Lin, Zihan, Xu, Zhanjun
Photosynthesis, Primary Production, Vegetation Productivity
A Multi-Source Geospatial Framework for the Evaluation of Urban Flood Resilience Under Extreme Rainfall: Evidence from Chongqing, China
2026
Yang, Tao, Yun, Yingxia, Tang, Fengliang, Zheng, Xiaolei
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A multiresolution weather dataset for the Southwestern South Atlantic (20172018)
2026
Vieira, Luan, Sancho, Livia, Silva, Mauricio S., Passos, Elisa, Jacinto, Larissa F. R., Lyra, Rebeca S., Moraes, Nilton O., Bock, Carina S., Nehme, Douglas M., Toste, Raquel, Honigbaum, Jacques, Luna, Rodrigo S., Beisl, Carlos H., Silva, Patricia M., Vasconcelos, Adriano O., Ferreira, Rian C., Eneau, Cedric, Rochinha, Fernando A., Assad, Luiz P. F., Coutinho, Alvaro L. G. A., Bahiense, Laura, Landau, Luiz, Evsukoff, Alexandre G.
Plant Phenology, Enhanced Vegetation Index (EVI)
A New Addition to Global Soil Moisture Mapping: CFOSAT Scatterometer
2026
Duan, Pan, Zhao, Tianjie, Lu, Haishen, Lang, Shuyan, Zheng, Jingyao, Bai, Yu, Peng, Zhiqing, Wagner, Wolfgang, Guo, Peng, Shi, Hongtao, Sun, Congrong, Jia, Li, Zhu, Di, Dong, Xiaolong, Shi, Jiancheng
Land Use/Land Cover Classification
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 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
A remote sensing framework for mapping agricultural water priority areas and hot spots in northeast Italy
2026
Lippa, Massimiliano N., Tarolli, Paolo
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity
A Stepwise Approach for Monitoring Spring Maize Phenology Using Fused
2026
Ma, Yuyang, Guan, Haixiang, Fang, Zhou, Shuai, Yan, Huang, Bo, Li, Xuecao, Huang, Jianxi
Land Use/Land Cover Classification
A Time-Explicit Spatiotemporal Modelling Framework for Landslide Susceptibility Driven By Cumulative Precipitation and Runoff Concentration
2026
Pei, Wenjie, Chen, Yonggang, Wang, Hailin, Chen, Benyue
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
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
A versatile classification model for assessing tree crown components across Central Amazon forests using RGB drone imagery
2026
Simonetti, Adriana, Marra, Daniel Magnabosco, Goncalves, Nathan Borges, Lopes, Aline P., Higuchi, Niro, Wu, Jin, Nelson, Bruce Walker
Land Use/Land Cover Classification
A 1-km resolution dataset of affordability-constrained accessibility to elderly care facilities in China
2026
Wang, Xiao, Xu, Quanli, Wang, Yu, Wu, Fengzhi
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A bio-inspired artificial intelligence framework leveraging remote sensing for groundwater storage modeling in climate-stressed regions
2026
Elmotawakkil, Abdessamad, Youssef, Ali Ait, Jaldi, Saad, Bouhassane, Mohammed, Karkouri, Adnane Al, Moumane, Adil
Land Surface Temperature , Emissivity
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 concise real-time identification method of maize phenological period
2026
Zhu, Bingxue, Wu, Huizhu, Li, Sijia, Chen, Liwen, Song, Kaishan
Reflectance