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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  
Spatiotemporal Geostatistical Analysis of Groundwater Level in Aquifer Systems of Complex Hydrogeology 期刊论文
发表期刊: WATER RESOURCES RESEARCH. 出版年: 2022, 卷号: 58, 期号: 3
作者:  Varouchakis, Emmanouil A.;  Guardiola-Albert, Carolina;  Karatzas, George P.
收藏  |  浏览/下载：8/0  |  提交时间：2024/09/20
Gaussian process  groundwater  faults  Manhattan distance  Spartan covariance  
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  
Supergene Mass-Balance Study Assuming Zero Lateral Copper Flux Using Geostatistics to Recognize Metal Source Zones in Exotic Copper Deposits 期刊论文
发表期刊: NATURAL RESOURCES RESEARCH. 出版年: 2019, 卷号: 28, 期号: 4, 页码: 1353-1370
作者:  Arabpour, Alireza;  Asghari, Omid;  Mirnejad, Hassan
收藏  |  浏览/下载：17/0  |  提交时间：2019/11/29
Mass-balance modeling  Supergene process  Exotic copper  Porphyry copper deposit  Geostatistics  Sequential Gaussian simulation  
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：15/0  |  提交时间：2019/11/29
Solar resource estimation  Forecasting  Global solar radiation  Direct solar radiation  Gaussian process regression  
Optimal groundwater management using state-space surrogate models: a case study for an arid coastal region 期刊论文
发表期刊: JOURNAL OF HYDROINFORMATICS. 出版年: 2016, 卷号: 18, 期号: 4, 页码: 666-686
作者:  Roy, Tirthankar;  Schuetze, Niels;  Grundmann, Jens;  Brettschneider, Marco;  Jain, Ashu
收藏  |  浏览/下载：14/0  |  提交时间：2019/11/29
artificial neural network  coastal aquifers  evolution strategies  Gaussian process model  optimal groundwater management  surrogate modeling