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Title Year Author Topic Dataset
A Multi-Agglomeration Assessment of Air Quality Responses to Top-Down NOx Emission Changes: Insights from Trends in Surface NO2 and O3 Across Urban China (20142021) Shen, Yang, Feng, Shuzhuang, Zhang, Rui, Peng, Chenchen, Yang, Zihan, Yang, Yuanyuan, Wei, Guoen Carbon And Hydrocarbon Compounds
A machine learning-based wildfire susceptibility mapping framework for Yan, Kaida, Zhao, Fengjun, Shu, Lifu, Liu, Yongqiang, Wang, Mingyu, Si, Liqing, Li, Weike, Li, Xiaoxiao, Zhang, Shiyuan, Li, Siwei, Wang, Jinglu Photosynthesis, Primary Production, Vegetation Productivity, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps
A hybrid machine learning model for flood prediction with recursive feature elimination informed by training performance Gong, Liying, Woo, Wai Lok, Wu, Yue Ivan, Zheng, Xiujuan RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Land Use/Land Cover Classification, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Total Surface Precipitation Rate
A hybrid optimal estimation and machine learning approach to predict atmospheric composition Werner, Frank, Bowman, Kevin W., Lee, Seungwon, Laughner, Joshua L., Payne, Vivienne H., McDuffie, James L. Atmospheric Carbon Monoxide, Brightness Temperature, Infrared Radiance
A Hybrid Physics-Guided Machine Learning for Soil Moisture Monitoring and Drought Assessment From CYGNSS in Complex Terrain Rhadiouini, Charafa El, Jin, Shuanggen, Yeboah, Emmanuel, Sarfo, Isaac, Okrah, Abraham 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, RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Brightness Temperature, Surface Soil Moisture, Radar Cross-Section, Radar Reflectivity
A KoppenGeiger classification derivative tailored for numerical modeling of ecosystems within watershed dynamics 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 large-scale framework for deriving tidal flat topography from SWOT data Xu, Hao, Xu, Nan, Li, Wenyu, Tan, Kai, Chen, Chunpeng, Li, Huan, Zhan, Lucheng, Xin, Pei, Yao, Jiaqi, Li, Peng, Zhang, Zhen, Zhao, Haipeng, Fu, Bolin, Zhao, Yifei, Li, Yufeng, Wang, Qi, Zhao, Fan, Liu, Xiaojuan, Hu, Zhongwen, Wu, Guofeng, Ou, Yifu, Cao, Yinxia, Tu, Wei, Lu, Hui, Gong, Peng, Li, Qingquan Rivers/Streams, Surface Water Processes/Measurements, Lakes/Reservoirs
A large-scale, multitask, multisensory dataset for climate-aware crop monitoring in the US from 20182022 Hohl, Adrian, Ofori-Ampofo, Stella, Fernandez-Torres, Miguel-Angel, Kuzu, Rdvan Salih, Zhu, Xiao Xiang Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation
A localized plant species-specific BVOC emission rate library of China established using a developed statistical approach based on field measurements Han, Huijuan, Jia, Yanqi, Shi, Rende, Nie, Changliang, Kajii, Yoshizumi, Wu, Yan, Li, Lingyu Land Use/Land Cover Classification
A long-term daily 500 m snow cover extent product over China (19812000) 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 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 Machine Learning approach for Total Water storage anomaly eXtension back to 1980 (ML-TWiX) Saemian, Peyman, Tourian, Mohammad J., Douch, Karim, Foster, James, Gou, Junyang, Wiese, David, AghaKouchak, Amir, Sneeuw, Nico Sea Surface Height, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain
A multi-taxon evaluation of tropicalsubtropical boundary using tree-of-life eDNA across Taiwanese waters Peiris, M. Aravinda Kishan, Liu, Shang-Yin Vanson Sea Surface Temperature
A Multiband Optical-Radio View of Lightning Return Strokes Exposes Leal, A. F. R., Wemhoner, J., da Silva, C. L., Sonnenfeld, R. G. Lightning, Lightning
A multiresolution weather dataset for the Southwestern South Atlantic (20172018) 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 Multiscale Simulation Study of the Effects of Nantucket Island on Atmospheric Boundary Layer Flow Allouche, Mohammad, Mirocha, Jeffrey D. Sea Surface Temperature
A Modality-Aware Ensemble-of-Experts Model for Wildfire Spread Prediction Andrianarivony, Henintsoa S., Akhloufi, Moulay A. Fire Occurrence, Fire Dynamics, Burned Area
A Model for Dry Deposition of Atmospheric Micro-and Nanoplastic Fibers Foroutan, Hosein Land Use/Land Cover Classification
A Multi-City Assessment of Genomic Evolution in the Native Wildflower Impatiens capensis 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 Miao, Jinxin, Wang, Yangna, Li, Zihan, Wang, Junjun, Lin, Zihan, Xu, Zhanjun Photosynthesis, Primary Production, Vegetation Productivity
A multi-scale assessment of the effects of runoff/sediment discharge in Xin, Haoyang, Ma, Ruijie, Xu, Xiaoqin, Li, Zhenwei, Pan, Fengjiao, Duan, Liangxia Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A multi-scale investigation of rainfall drivers over Metro Manila, Philippines using empirical orthogonal function analysis Llorin, Alyssa Gewell A., Dairaku, Koji Total Surface Precipitation Rate
A Multi-Source Geospatial Framework for the Evaluation of Urban Flood Resilience Under Extreme Rainfall: Evidence from Chongqing, China Yang, Tao, Yun, Yingxia, Tang, Fengliang, Zheng, Xiaolei Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A multi-source precipitation blending method combining hydrological Wang, Jingyang, Li, Xiang, Wu, Ruiyan, Mu, Xiangpeng, Wei, Jiahua, Huang, Yuefei, Gu, Shenglong, Yin, Dongqin, Tao, Xin, Xu, Keyan Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain
A global analysis of the influence of shallow and deep groundwater Vogelbacher, Anastasia, Afshar, Mehdi H., Aminzadeh, Milad, Madani, Kaveh, AghaKouchak, Amir, Shokri, Nima Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
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