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| An evaluation of various data pre-processing techniques with machine learning models for water level prediction 期刊论文
Natural Hazards, 2021
作者: Tiu E.S.K.; Huang Y.F.; Ng J.L.; AlDahoul N.; Ahmed A.N.; Elshafie A.
  收藏 | 浏览/下载：37/0 | 提交时间：2021/09/01
Artificial neural network Bagging Boosting River water level prediction Support vector regression Variational Mode Decomposition |
| Predicting tsunami-like solitary wave run-up over fringing reefs using the multi-layer perceptron neural network 期刊论文
Natural Hazards, 2021, 卷号: 107, 期号: 1
作者: Yao Y.; Yang X.; Lai S.H.; Chin R.J.
收藏 | 浏览/下载：32/0 | 提交时间：2021/09/01
Artificial neural network Coral reef solitary wave Tsunami hazard Wave run-up |
| Earthquake-induced landslide prediction using back-propagation type artificial neural network: case study in northern Iran 期刊论文
Natural Hazards, 2021
作者: Rajabi A.M.; Khodaparast M.; Mohammadi M.
收藏 | 浏览/下载：10/0 | 提交时间：2021/09/01
Artificial neural network (ANN) Back propagation Earthquake Landslide Newmark displacement |
| Evaluation of deep learning algorithm for inflow forecasting: a case study of Durian Tunggal Reservoir, Peninsular Malaysia 期刊论文
Natural Hazards, 2021
作者: Latif S.D.; Ahmed A.N.; Sathiamurthy E.; Huang Y.F.; El-Shafie A.
收藏 | 浏览/下载：28/0 | 提交时间：2021/09/01
Artificial neural network (ANN) Inflow prediction model Long short-term memory (LSTM) Malaysia Support vector machine (SVM) Water resources management |
| Performance evaluation of ensemble learning techniques for landslide susceptibility mapping at the Jinping county, Southwest China 期刊论文
Natural Hazards, 2021, 卷号: 105, 期号: 2
作者: Hu X.; Mei H.; Zhang H.; Li Y.; Li M.
收藏 | 浏览/下载：25/0 | 提交时间：2021/09/01
Artificial neural network Bagging Boosting Decision tree Landslides Stacking |
| Development of a PM2.5 prediction model using a recurrent neural network algorithm for the Seoul metropolitan area, Republic of Korea 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 245
作者: Chang-Hoi H.; Park I.; Oh H.-R.; Gim H.-J.; Hur S.-K.; Kim J.; Choi D.-R.
收藏 | 浏览/下载：26/0 | 提交时间：2022/01/18
Air quality Artificial intelligence (AI) Community multiscale air quality (CMAQ) PM 2.5 Recurrent neural network (RNN) |
| Simulation of chemical transport model estimates by means of a neural network using meteorological data 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 254
作者: Vlasenko A.; Matthias V.; Callies U.
收藏 | 浏览/下载：135/0 | 提交时间：2022/01/18
Artificial intelligence Atmospheric modeling Chemical scenario forecasting Chemical transport models Ethane Neural network Nitrogen dioxide Sulfur dioxide |
| Estimation of ground-level particulate matter concentrations based on synergistic use of MODIS, MERRA-2 and AERONET AODs over a coastal site in the Eastern Mediterranean 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 261
作者: Tuna Tuygun G.; Gündoğdu S.; Elbir T.
收藏 | 浏览/下载：11/0 | 提交时间：2022/01/18
Aerosol optical depth (AOD) Artificial neural network Gap-filled AOD PM estimation |
| Responses of gross primary productivity to diffuse radiation at global FLUXNET sites 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 244
作者: Zhou H.; Yue X.; Lei Y.; Zhang T.; Tian C.; Ma Y.; Cao Y.
收藏 | 浏览/下载：30/0 | 提交时间：2022/01/18
Artificial neural network Diffuse fertilization efficiency Diffuse fraction FLUXNET Gross primary productivity |
| Characteristics of HONO and its impact on O3 formation in the Seoul Metropolitan Area during the Korea-US Air Quality study 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 247
作者: Gil J.; Kim J.; Lee M.; Lee G.; Ahn J.; Lee D.S.; Jung J.; Cho S.; Whitehill A.; Szykman J.; Lee J.
收藏 | 浏览/下载：28/0 | 提交时间：2022/01/18
Artificial neural network F0AM Formation mechansim HONO QC-TILDAS |
