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Simulation of the projected river flow changes using integrated downscaling and Bayesian optimization-tuned kernel-based models 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF ENVIRONMENTAL SCIENCE AND TECHNOLOGY. 出版年: 2023
作者:  Roushangar, K.;  Abdelzad, S.;  Shahnazi, S.
收藏  |  浏览/下载：21/0  |  提交时间：2024/09/29
Gaussian process regression  Support vector machine  Bayesian optimization, LARS-WG  Runoff  Semi-arid region  Temperature  
An Integrated GIS and Machine-Learning Technique for Groundwater Quality Assessment and Prediction in Southern Saudi Arabia 期刊论文
发表期刊: WATER. 出版年: 2023, 卷号: 15, 期号: 13
作者:  El-Rawy, Mustafa;  Batelaan, Okke;  Alshehri, Fahad;  Almadani, Sattam;  Ahmed, Mohamed S.;  Elbeltagi, Ahmed
收藏  |  浏览/下载：15/0  |  提交时间：2024/09/29
water quality index  artificial intelligence  support vector machine  Gaussian process regression  stepwise regression  
Prediction of soil hydraulic properties by Gaussian process regression algorithm in arid and semiarid zones in Iran 期刊论文
发表期刊: SOIL & TILLAGE RESEARCH. 出版年: 2021, 卷号: 210
作者:  Rastgou, M.;  Bayat, H.;  Mansoorizadeh, M.;  Gregory, Andrew S.
收藏  |  浏览/下载：27/0  |  提交时间：2021/11/29
Data mining  Gaussian process regression  Hydraulic properties  
Groundwater level prediction in arid areas using wavelet analysis and Gaussian process regression 期刊论文
发表期刊: ENGINEERING APPLICATIONS OF COMPUTATIONAL FLUID MECHANICS. 出版年: 2021, 卷号: 15, 期号: 1, 页码: 1147-1158
作者:  Band, Shahab S.;  Heggy, Essam;  Bateni, Sayed M.;  Karami, Hojat;  Rabiee, Mobina;  Samadianfard, Saeed;  Chau, Kwok-Wing;  Mosavi, Amir
收藏  |  浏览/下载：17/0  |  提交时间：2021/11/19
Groundwater level prediction  hydrological model  Gaussian process regression  support vector  artificial intelligence  machine learning  
Estimating catchment scale soil moisture at a high spatial resolution: Integrating remote sensing and machine learning 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2021, 卷号: 776
作者:  Senanayake, I. P.;  Yeo, I. -Y.;  Walker, J. P.;  Willgoose, G. R.
收藏  |  浏览/下载：29/0  |  提交时间：2021/07/30
Artificial neural network  Downscaling  Gaussian process regression  Regression tree model  Soil moisture  
A global canopy water content product from AVHRR/Metop 期刊论文
发表期刊: ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING. 出版年: 2020, 卷号: 162, 页码: 77-93
作者:  Javier Garcia-Haro, Francisco;  Campos-Taberner, Manuel;  Moreno, Alvaro;  Torbern Tagesson, Hakan;  Camacho, Fernando;  Martinez, Beatriz;  Sanchez, Sergio;  Piles, Maria;  Camps-Valls, Gustau;  Yebra, Marta;  Amparo Gilabert, Maria
收藏  |  浏览/下载：21/0  |  提交时间：2020/05/22
EUMETSAT Polar System (EPS)  AVHRR/MetOp  Canopy Water Content (CWC)  Gaussian Process Regression (GPR)  MODIS  Sentinel-2  
Multi-step ahead forecasting of daily global and direct solar radiation: A review and case study of Ghardaia region 期刊论文
发表期刊: JOURNAL OF CLEANER PRODUCTION. 出版年: 2018, 卷号: 201, 页码: 716-734
作者:  Guermoui, Mawloud;  Melgani, Farid;  Danilo, Celine
收藏  |  浏览/下载：17/0  |  提交时间：2019/11/29
Solar resource estimation  Forecasting  Global solar radiation  Direct solar radiation  Gaussian process regression  
Highway Development Decision-Making Under Uncertainty: Analysis, Critique and Advancement 学位论文
出版年: 2010
作者:  El-Khatib;Mayar
收藏  |  浏览/下载：17/0  |  提交时间：2019/11/29
Highway development  Decision making under uncertainty  Real options  Jump processes  Infinitely divisible distributions  Lévy processes  Measure theory  Characteristic function  Characteristic exponent  Lévy jump measure  Probability measure  Cádlág stochastic process  Wiener process  Poisson process  Compound Poisson process  Finite activity models  Jump diffusion models  Merton model  Gaussian jump process  Kou model  Double exponential jump process  Leptokurtic  Volatility smile  Infinite activity models  Pure jumps process  Generalized hyperbolic model  Modified Bessel function  Negative inverse Gaussian model  Geometric Brownian motion model  Log-normal distribution model  Normality assumption  Heavy-tailed distribution  Asymmetric distribution  Quantile-quantile plot  Rydberg algorithm  Parameter calibration  Moments  Cummulants  Sum of squares  Monte Carlo simulation  Least-squares regression  Backward dynamic programming  Discrete-time Markov chain  Land price  Traffic demand  Highway service quality index  Data collection  Traffic volume  Annual Average Daily Traffic  Ontario Ministry of Transportation  Land Registry Office  Freedom of Information Act  Seasonality  Value of transportation  Types of transportation systems  Importance of highway systems  Cost of wrong decisions  Monetary cost  Private sector cost  Human cost  Land expropriation  Environmental cost  Irreversibility cost factor  Time cost factor  Political cost factor  Opportunity cost  Opportunity cost of wrong decisions  Economic cost of wrong decisions  Economic cost of mis-estimation  Economic profit of wrong decisions  Cost of inaction  Price of making right decisions  Scope of decisions  Rehabilitation decision  Land acquisition decision  Expansion decision  Uncertainty modeling  Land acquisition cost  Expropriation cost  Construction cost  Material cost  Montréal-Mirabel International Airport  Pickering Airport  407 Express Toll Route  Highway 407  Statistics