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Feature Selection Impact on Time Series Problems for Solar Radiation Forecasting
Solar Radiation (Rs) received on our planet is measured in billions of watts. It is introduced into power grid networks and used for various...
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Adapting empirical solar radiation pressure model for BDS-3 medium Earth orbit satellites
For the precise orbit determination (POD) of global navigation satellite systems (GNSS) constellation, it is very difficult to precisely model the...
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Analysis of Influence Mechanism of Spatial Distribution of Incoming Solar Radiation Based on DEM
When using high-resolution satellite remote sensing data to estimate incoming solar radiation, the influence of complex topography must be taken into...
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Observations suggest that North African dust absorbs less solar radiation than models estimate
Desert dust accounts for a large fraction of shortwave radiation absorbed by aerosols, which adds to the climate warming produced by greenhouse...
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In-Orbit Calibration Uncertainty of the Microwave Radiation Imager on board Fengyun-3C
This study evaluates the in-orbit calibration uncertainty (CU) for the microwave radiation imager (MWRI) on board the Chinese polar-orbiting...
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An evolutionary-assisted machine learning model for global solar radiation prediction in Minas Gerais region, southeastern Brazil
Solar radiation prediction is necessary for designing photovoltaic systems, assessment of regional climate and crop growth modeling. However, this...
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Stokes Inversion Techniques with Neural Networks: Analysis of Uncertainty in Parameter Estimation
Magnetic fields are responsible for a multitude of solar phenomena, including potentially destructive events such as solar flares and coronal mass...
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Calculation of urban solar radiation based on simulation and fitting of ASHRAE model constants
Karachi is one of the largest metropolitan cities in the world. It is located along the coast of the Arabian Sea. This article investigates the...
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Assessment About Parameters Selection Strategy of ECOMC Solar Radiation Pressure Model for BDS-3 Satellites During the Earth Eclipsing Period
Solar radiation pressure perturbation is the dominant error of POD of navigation satellites, which is directly bound up with the attitude control...
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Implementing an advanced data-driven response surface approach to estimate global solar radiation based on multiple inputs
This work aims to use the response surface methodology to develop models for assessing monthly mean global solar radiation. Fifteen years of...
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The effects of exposure to solar radiation on human health
This assessment by the Environmental Effects Assessment Panel (EEAP) of the Montreal Protocol under the United Nations Environment Programme (UNEP)...
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Global scale solar energy harnessing: An advanced intra-hourly diffuse solar irradiance predicting framework for solar energy projects
Diffuse horizontal irradiance (DHI) forecasts are critical for adopting solar photovoltaic technology. Yet, they can lack reliability given the...
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Exploring the Limits of Machine Learning in the Prediction of Solar Radiation
Predicting solar radiation at diverse time horizons is crucial for optimizing solar energy integration, ensuring grid stability, and regulating...
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Radiation Risks from Space
Radiation from space has many influences on human life, of course in space but also on Earth. This chapter describes the particular structure of the...
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Modeling dependence of solar radiation and sky clearness index using a bivariate copula
The total solar radiation received by a specific region in a day is a significant weather-related parameter for most areas of application. Obtaining...
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Value-Added Products Derived from 15 Years of High-Quality Surface Solar Radiation Measurements at **anghe, a Suburban Site in the North China Plain
Surface solar radiation (SSR) is a key component of the energy budget of the Earth’s surface, and it varies at different spatial and temporal scales....
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Statistical analysis of different global solar radiation sunshine models in Al-Aqiq, KSA
In this paper, solar irradiance data at Al-Aqiq, a governorate in the KSA, have been collected, investigated, and analyzed. The measured average of...
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Solar Radiation Time-Series Prediction Using Random Forest Algorithm-Based Feature Selection Approach
With the fast expansion of the photovoltaic market, it is critical to accurately anticipate solar radiation. Since solar radiation is highly...
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Public opinion about solar radiation management: A cross-cultural study in 20 countries around the world
Some argue that complementing climate change mitigation measures with solar radiation management (SRM) might prove a last resort to limit global...
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Deep Learning-Assisted Solar Radiation Forecasting for Photovoltaic Power Generation Management in Buildings
Due to its advantages and the continual availability of solar energy, photovoltaic (PV) systems have become the most popular energy production...