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Flood susceptibility mapping in an arid region of Pakistan through ensemble machine learning model 期刊论文
发表期刊: STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT. 出版年: 2022
作者:  Yaseen, Andaleeb;  Lu, Jianzhong;  Chen, Xiaoling
收藏  |  浏览/下载：12/0  |  提交时间：2022/03/17
Flash flood  Logistic regression  Support vector machine  Multi-layer perceptron  Ensemble classifier  
Bayesian convolutional neural networks for predicting the terrestrial water storage anomalies during GRACE and GRACE-FO gap 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2022, 卷号: 604
作者:  Mo, Shaoxing;  Zhong, Yulong;  Forootan, Ehsan;  Mehrnegar, Nooshin;  Yin, Xin;  Wu, Jichun;  Feng, Wei;  Shi, Xiaoqing
收藏  |  浏览/下载：35/0  |  提交时间：2022/03/17
GRACE  Bayesian convolutional neural network  Gap filling  ERA5  Deep learning  
Revisiting convolutional neural network on graphs with polynomial approximations of Laplace-Beltrami spectral filtering 期刊论文
发表期刊: NEURAL COMPUTING & APPLICATIONS. 出版年: 2021
作者:  Huang, Shih-Gu;  Chung, Moo K.;  Qiu, Anqi
收藏  |  浏览/下载：14/0  |  提交时间：2021/11/19
Graph convolutional neural network  Signals on surfaces  Chebyshev polynomial  Hermite polynomial  Laguerre polynomial  Laplace-Beltrami operator  
On the Value of River Network Information in Regional Frequency Analysis 期刊论文
发表期刊: JOURNAL OF HYDROMETEOROLOGY. 出版年: 2021, 卷号: 22, 期号: 1, 页码: 201-216
作者:  Jung, Kichul;  Ouarda, Taha B. M. J.;  Marpu, Prashanth R.
收藏  |  浏览/下载：15/0  |  提交时间：2021/07/30
Hydrology  Statistical techniques  Hydrologic models  Neural networks  Regional models  Flood events  
A functional autoregressive model based on exogenous hydrometeorological variables for river flow prediction 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2021, 卷号: 598
作者:  Beyaztas, Ufuk;  Shang, Han Lin;  Yaseen, Zaher Mundher
收藏  |  浏览/下载：9/0  |  提交时间：2021/07/30
River flow prediction  Hydrometeorological variables  Functional autoregressive  Semi-arid environment  
Day-ahead photovoltaic power production forecasting methodology based on machine learning and statistical post-processing 期刊论文
发表期刊: APPLIED ENERGY. 出版年: 2020, 卷号: 268
作者:  Theocharides, Spyros;  Makrides, George;  Livera, Andreas;  Theristis, Marios;  Kaimakis, Paris;  Georghiou, George E.
收藏  |  浏览/下载：1/0  |  提交时间：2021/01/07
Artificial neural networks  Clustering  Forecasting  Machine learning  Photovoltaic  Performance  
Identifying sources of dust aerosol using a new framework based on remote sensing and modelling 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2020, 卷号: 737
作者:  Rahmati, Omid;  Mohammadi, Farnoush;  Ghiasi, Seid Saeid;  Tiefenbacher, John;  Moghaddam, Davoud Davoudi;  Coulon, Frederic;  Nalivan, Omid Asadi;  Dieu Tien Bui
收藏  |  浏览/下载：3/0  |  提交时间：2021/01/07
Dust storm  Modelling  GIS  Remote sensing  Iran  
Deep built-structure counting in satellite imagery using attention based re-weighting 期刊论文
发表期刊: ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING. 出版年: 2019, 卷号: 151, 页码: 313-321
作者:  Shakeel, Anza;  Sultani, Waqas;  Ali, Mohsen
收藏  |  浏览/下载：1/0  |  提交时间：2019/11/29
Land use  Deep learning  Regression  Attention based re-weighting  Building count  Built-up area segmentation