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Development and application of a multi-scale modelling framework for urban high-resolution NO2 pollution mapping 期刊论文
Atmospheric Chemistry and Physics, 2022
作者:  Zhaofeng Lv, Zhenyu Luo, Fanyuan Deng, Xiaotong Wang, Junchao Zhao, Lucheng Xu, Tingkun He, Huan Liu, and Kebin He
收藏  |  浏览/下载:13/0  |  提交时间:2022/06/24
Deep Ensemble Machine Learning Framework for the Estimation of PM2.5 Concentrations 期刊论文
Environmental Health Perspectives, 2022
作者:  Wenhua Yu;  Shanshan Li;  Tingting Ye;  Rongbin Xu;  Jiangning Song;  Yuming Guo
收藏  |  浏览/下载:16/0  |  提交时间:2022/03/17
Improved High-resolution 3D Vs Model of Long Beach, CA: Inversion of Multimodal Dispersion Curves from Ambient Noise of a Dense Array 期刊论文
Geophysical Research Letters, 2022
作者:  Lei Fu;  Lei Pan;  Zhengbo Li;  Sheng Dong;  Qingbo Ma;  Xiaofei Chen
收藏  |  浏览/下载:11/0  |  提交时间:2022/02/23
Optimization research on air quality numerical model forecasting effects based on deep learning methods 期刊论文
Atmospheric Research, 2022
作者:  Wei Wang, Xingqin An, Qingyong Li, Yangli-ao Geng, ... Xinyuan Zhou
收藏  |  浏览/下载:12/0  |  提交时间:2022/02/23
Nonlinear sensitivity of glacier mass balance to future climate change unveiled by deep learning 期刊论文
Nature Communications, 2022
作者:  Bolibar, Jordi;  Rabatel, Antoine;  Gouttevin, Isabelle;  Zekollari, Harry;  Galiez, Clovis
收藏  |  浏览/下载:9/0  |  提交时间:2022/02/16
Bluecat: A Local Uncertainty Estimator for Deterministic Simulations and Predictions 期刊论文
Water Resources Research, 2022
作者:  D. Koutsoyiannis;  A. Montanari
收藏  |  浏览/下载:8/0  |  提交时间:2022/01/29
Stage-Wise Stochastic Deep Learning Inversion Framework for Subsurface Sedimentary Structure Identification 期刊论文
Geophysical Research Letters, 2021
作者:  Chuanjun Zhan;  Zhenxue Dai;  Mohamad Reza Soltanian;  Xiaoying Zhang
收藏  |  浏览/下载:12/0  |  提交时间:2022/01/14
Estimating the urban atmospheric boundary layer height from remote sensing applying machine learning techniques 期刊论文
Atmospheric Research, 2021
作者:  Gregori de Arruda Moreira, Guadalupe Sánchez-Hernández, Juan Luis Guerrero-Rascado, Alberto Cazorla, Lucas Alados-Arboledas
收藏  |  浏览/下载:12/0  |  提交时间:2021/12/15
Deep Residual Convolutional Neural Network Combining Dropout and Transfer Learning for ENSO Forecasting 期刊论文
Geophysical Research Letters, 2021
作者:  Jie Hu;  Bin Weng;  Tianqiang Huang;  Jianyun Gao;  Feng Ye;  Lijun You
收藏  |  浏览/下载:15/0  |  提交时间:2021/11/30
Explore Spatio-Temporal Learning of Large Sample Hydrology Using Graph Neural Networks 期刊论文
Water Resources Research, 2021
作者:  Alexander Y. Sun;  Peishi Jiang;  Maruti K. Mudunuru;  Xingyuan Chen
收藏  |  浏览/下载:17/0  |  提交时间:2021/11/15