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Solar Radiation Prediction Using Different Machine Learning Algorithms and Implications for Extreme Climate Events

open access: yesFrontiers in Earth Science, 2021
Solar radiation is the Earth’s primary source of energy and has an important role in the surface radiation balance, hydrological cycles, vegetation photosynthesis, and weather and climate extremes.
Liexing Huang   +8 more
doaj   +2 more sources

Dimensionless comparison of solar radiation time series data to address seasonality [PDF]

open access: yesScientific Reports
The intermittency of solar power presents significant challenges for grid and energy systems, primarily owing to the unstable and chaotic characteristics of solar radiation time series caused by the combination of seasonality and stochasticity. Currently,
You Li, Yafei Wang, Weisheng Zhou
doaj   +2 more sources

Simulation and Reproduction of Direct Solar Radiation Utilizing Grating Anomalous Dispersion [PDF]

open access: yesSensors
The technical challenge of balancing radiant illuminance and the angular diameter of the simulated sun remains unsolved, preventing the realization of a solar simulator with both a 32′ angular diameter and a solar constant irradiance. This paper proposes
Junjie Yang   +9 more
doaj   +2 more sources

Comparison of Cloud Amounts Retrieved with Three Automatic Methods and Visual Observations

open access: yesAtmosphere, 2022
Four methods have been used for the estimation of the total cloud amount and cloud amount for low clouds: visual observations, the Long method applied on pyranometer measurements, the Automatic Partial Cloud Amount Detection Algorithm (APCADA) method ...
María Pilar Utrillas   +6 more
doaj   +1 more source

Diffuse and Direct UV Index Experimental Values

open access: yesAtmosphere, 2023
In this work, we study the different components of the UV Index, direct, diffuse, and global, for seven years of UV erythemal measurements in a Mediterranean locality at Burjassot AtmoSpheric Station (BASS).
María J. Marín   +3 more
doaj   +1 more source

ARIMA Models in Solar Radiation Forecasting in Different Geographic Locations

open access: yesEnergies, 2023
The increasing demand for clean energy and the global shift towards renewable sources necessitate reliable solar radiation forecasting for the effective integration of solar energy into the energy system.
Ewa Chodakowska   +5 more
semanticscholar   +1 more source

Increasing the Accuracy of Solar Radiation Interpolation Using Auxiliary Data Obtained from DEM in Cokriging [PDF]

open access: yesجغرافیا و توسعه, 2022
Accurate calculation of the amount of solar radiation in an area has an effective role in the climatology and agriculture of the region, estimating the rate of evapotranspiration, site selection of solar power plant and using photovoltaic systems.
Navid Hooshangi   +2 more
doaj   +1 more source

Estimation of Solar Radiation Energy in the Paraw Mountain of Kermanshah Province as a Rugged Topography [PDF]

open access: yesJournal of Renewable Energy and Environment, 2021
One of the most important characteristics of site selection for solar energy system installations and optimum solar energy harvesting in the hilly or mountainous terrains is knowledge about the amount and duration of solar radiation within such ...
Somayeh Naserpour   +2 more
doaj   +1 more source

Hybrid Techniques to Predict Solar Radiation Using Support Vector Machine and Search Optimization Algorithms: A Review

open access: yesApplied Sciences, 2021
The use of intelligent algorithms for global solar prediction is an ideal tool for research focused on the use of solar energy. Forecasting solar radiation supports different applications focused on the generation and transport of energy in places where ...
J. M. Álvarez-Alvarado   +5 more
semanticscholar   +1 more source

The influence of microstructure characteristics on electrical properties in ITO thin film [PDF]

open access: yesE3S Web of Conferences, 2020
ITO thin films were deposited on sapphire substrates under different deposition parameters via ion-assistant electron beam evaporation method. Microstructure characteristics such as crystalline structure and surface morphology of as-deposited ITO thin ...
Yang Chenggang   +5 more
doaj   +1 more source

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