Related references
Note: Only part of the references are listed.Long-term variations of surface solar radiation in China from routine meteorological observations
Xuefang Yang et al.
ATMOSPHERIC RESEARCH (2021)
A new hybrid model for wind speed forecasting combining long short-term memory neural network, decomposition methods and grey wolf optimizer
Aytac Altan et al.
APPLIED SOFT COMPUTING (2021)
Improving snow depth estimation by coupling HUT-optimized effective snow grain size parameters with the random forest approach
J. W. Yang et al.
REMOTE SENSING OF ENVIRONMENT (2021)
Distributed solar photovoltaic development potential and a roadmap at the city level in China
Yu Wang et al.
RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2021)
Air pollution and soiling implications for solar photovoltaic power generation: A comprehensive review
Zhe Song et al.
APPLIED ENERGY (2021)
Assessing new intra-daily temperature-based machine learning models to outperform solar radiation predictions in different conditions
Juan Antonio Bellido-Jimenez et al.
APPLIED ENERGY (2021)
High-resolution assessment of solar radiation and energy potential in China
Yu Feng et al.
ENERGY CONVERSION AND MANAGEMENT (2021)
Cereal Yield Forecasting with Satellite Drought-Based Indices, Weather Data and Regional Climate Indices Using Machine Learning in Morocco
El houssaine Bouras et al.
REMOTE SENSING (2021)
Variability in Direct and Diffuse Solar Radiation Across China From 1958 to 2017
Yanyi He et al.
GEOPHYSICAL RESEARCH LETTERS (2020)
Stilling and Recovery of the Surface Wind Speed Based on Observation, Reanalysis, and Geostrophic Wind Theory over China from 1960 to 2017
Zhengtai Zhang et al.
JOURNAL OF CLIMATE (2020)
Assessment of machine learning, time series, response surface methodology and empirical models in prediction of global solar radiation
Ali Etem Gurel et al.
JOURNAL OF CLEANER PRODUCTION (2020)
Worldwide validation of 8 satellite-derived and reanalysis solar radiation products: A preliminary evaluation and overall metrics for hourly data over 27 years
Dazhi Yang et al.
SOLAR ENERGY (2020)
Improving solar radiation estimation in China based on regional optimal combination of meteorological factors with machine learning methods
Chuan He et al.
ENERGY CONVERSION AND MANAGEMENT (2020)
Exploring the relationship between 2D/3D landscape pattern and land surface temperature based on explainable eXtreme Gradient Boosting tree: A case study of Shanghai, China
Siyi Yu et al.
SCIENCE OF THE TOTAL ENVIRONMENT (2020)
The expansion of China's solar energy: Challenges and policy options
Jianglong Li et al.
RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2020)
A new forecasting model with wrapper-based feature selection approach using multi-objective optimization technique for chaotic crude oil time series
Seckin Karasu et al.
ENERGY (2020)
On wind speed pattern and energy potential in China
Fa Liu et al.
APPLIED ENERGY (2019)
Designing a multi-stage multivariate empirical mode decomposition coupled with ant colony optimization and random forest model to forecast monthly solar radiation
Ramendra Prasad et al.
APPLIED ENERGY (2019)
Potential of kernel-based nonlinear extension of Arps decline model and gradient boosting with categorical features support for predicting daily global solar radiation in humid regions
Lifeng Wu et al.
ENERGY CONVERSION AND MANAGEMENT (2019)
Spatial assessment of solar energy potential at global scale. A geographical approach
Remus Pravalie et al.
JOURNAL OF CLEANER PRODUCTION (2019)
Empirical and machine learning models for predicting daily global solar radiation from sunshine duration: A review and case study in China
Junliang Fan et al.
RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2019)
Global surface solar radiation and photovoltaic power from Coupled Model Intercomparison Project Phase 5 climate models
Ling Zou et al.
JOURNAL OF CLEANER PRODUCTION (2019)
Estimation of losses in solar energy production from air pollution in China since 1960 using surface radiation data
Bart Sweerts et al.
NATURE ENERGY (2019)
A reversal in global terrestrial stilling and its implications for wind energy production
Zhenzhong Zeng et al.
NATURE CLIMATE CHANGE (2019)
Comparison of Support Vector Machine and Extreme Gradient Boosting for predicting daily global solar radiation using temperature and precipitation in humid subtropical climates: A case study in China
Junliang Fan et al.
ENERGY CONVERSION AND MANAGEMENT (2018)
A Revisit of Global Dimming and Brightening Based on the Sunshine Duration
Yanyi He et al.
GEOPHYSICAL RESEARCH LETTERS (2018)
Homogenization and Trend Analysis of the 1958-2016 In Situ Surface Solar Radiation Records in China
Su Yang et al.
JOURNAL OF CLIMATE (2018)
The development of empirical models for estimating global solar radiation on horizontal surface: A case study
Hilmi Cenk Bayrakci et al.
RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2018)
Comparison of four heuristic regression techniques in solar radiation modeling: Kriging method vs RSM, MARS and M5 model tree
Behrooz Keshtegar et al.
RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2018)
Surface measured solar radiation data and solar energy resource assessment of Pakistan: A review
Z. R. Tahir et al.
RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2018)
Forecasting of photovoltaic power generation and model optimization: A review
Utpal Kumar Das et al.
RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2018)
A novel soft computing model (Gaussian process regression with K-fold cross validation) for daily and monthly solar radiation forecasting (Part: I)
Abbas Rohani et al.
RENEWABLE ENERGY (2018)
Improved satellite-derived PV power nowcasting using real-time power data from reference PV systems
Jamie M. Bright et al.
SOLAR ENERGY (2018)
Quantifying hourly suspended sediment load using data mining models: Case study of a glacierized Andean catchment in Chile
Khabat Khosravi et al.
JOURNAL OF HYDROLOGY (2018)
Application of XGBoost algorithm in hourly PM2.5 concentration prediction
Bingyue Pan
3RD INTERNATIONAL CONFERENCE ON ADVANCES IN ENERGY RESOURCES AND ENVIRONMENT ENGINEERING (2018)
ANFIS, SVM and ANN soft-computing techniques to estimate daily global solar radiation in a warm sub-humid environment
Victor H. Quej et al.
JOURNAL OF ATMOSPHERIC AND SOLAR-TERRESTRIAL PHYSICS (2017)
Trends in downward surface solar radiation from satellites and ground observations over Europe during 1983-2010
Arturo Sanchez-Lorenzo et al.
REMOTE SENSING OF ENVIRONMENT (2017)
Estimation methods for global solar radiation: Case study evaluation of five different approaches in central Spain
R. Urraca et al.
RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2017)
Potential of four different machine-learning algorithms in modeling daily global solar radiation
Muhammed A. Hassan et al.
RENEWABLE ENERGY (2017)
Machine learning methods for solar radiation forecasting: A review
Cyril Voyant et al.
RENEWABLE ENERGY (2017)
Simple solar radiation modelling for different cloud types and climatologies
Viorel Badescu et al.
THEORETICAL AND APPLIED CLIMATOLOGY (2016)
被撤回的出版物: A hybrid SVM-FFA method for prediction of monthly mean global solar radiation (Retracted article. See vol. 140, pg. 1549, 2020)
Shahaboddin Shamshirband et al.
THEORETICAL AND APPLIED CLIMATOLOGY (2016)
Prevention and control policy analysis for energy-related regional pollution management in China
Gengyuan Liu et al.
APPLIED ENERGY (2016)
New Temperature-based Models for Predicting Global Solar Radiation
Gasser E. Hassan et al.
APPLIED ENERGY (2016)
Application of least square support vector machine and multivariate adaptive regression spline models in long term prediction of river water pollution
Ozgur Kisi et al.
JOURNAL OF HYDROLOGY (2016)
Solar radiation prediction using different techniques: model evaluation and comparison
Lunche Wang et al.
RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2016)
On recent advances in PV output power forecast
Muhammad Qamar Raza et al.
SOLAR ENERGY (2016)
Air pollution is pushing wind speed into a regulator of surface solar irradiance in China
Y. W. Wang et al.
ENVIRONMENTAL RESEARCH LETTERS (2014)
A least squares support vector machine model for prediction of the next day solar insolation for effective use of PV systems
Betul Bektas Ekici
MEASUREMENT (2014)
Evaluation of support vector machine for estimation of solar radiation from measured meteorological variables
Ji-Long Chen et al.
THEORETICAL AND APPLIED CLIMATOLOGY (2014)
A Weather-Based Hybrid Method for 1-Day Ahead Hourly Forecasting of PV Power Output
Hong-Tzer Yang et al.
IEEE TRANSACTIONS ON SUSTAINABLE ENERGY (2014)
Forecasting Power Output of Photovoltaic Systems Based on Weather Classification and Support Vector Machines
Jie Shi et al.
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS (2012)
Atmospheric impacts on climatic variability of surface incident solar radiation
K. C. Wang et al.
ATMOSPHERIC CHEMISTRY AND PHYSICS (2012)
A topographic geostatistical approach for mapping monthly mean values of daily global solar radiation: A case study in southern Spain
J. A. Ruiz-Arias et al.
AGRICULTURAL AND FOREST METEOROLOGY (2011)
Climate change impacts on future photovoltaic and concentrated solar power energy output
Julia A. Crook et al.
ENERGY & ENVIRONMENTAL SCIENCE (2011)
Online 24-h solar power forecasting based on weather type classification using artificial neural network
Changsong Chen et al.
SOLAR ENERGY (2011)
Global dimming and brightening: An update beyond 2000
Martin Wild et al.
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES (2009)
Global dimming and brightening: A review
Martin Wild
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES (2009)
On the temperature dependence of photovoltaic module electrical performance: A review of efficiency/power correlations
E. Skoplaki et al.
SOLAR ENERGY (2009)
Global optimization with multivariate adaptive regression splines
Scott Crino et al.
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS (2007)