Improving the accuracy of daily solar radiation prediction by climatic data using an efficient hybrid deep learning model: Long short-term memory (LSTM) network …
Accurate daily solar radiation prediction is a crucial task for the management and generation
of solar energy as one of the alternatives to fossil fuels. In this study, the prediction accuracy …
of solar energy as one of the alternatives to fossil fuels. In this study, the prediction accuracy …
[HTML][HTML] Modified temperature-based global solar radiation models for estimation in regions with scarce experimental data
Reliable data on the availability of solar energy is needed, as solar energy is an essential
resource for sustainable development worldwide. However, ground-based radiometric …
resource for sustainable development worldwide. However, ground-based radiometric …
Evaluation of empirical daily solar radiation models for the Northeast Coast of the Iberian Peninsula
A Vernet, A Fabregat - Energies, 2023 - mdpi.com
The ability to accurately predict daily solar radiation reaching the earth's surface is essential
in applications such as solar power generation. Given their ease of use, many empirical …
in applications such as solar power generation. Given their ease of use, many empirical …
Application and Uncertainty Analysis of Data-Driven and Process-Based Evapotranspiration Models Across Various Ecosystems
Q Wang, N Liu, S Zhong, W Jiang - Water Resources Management, 2024 - Springer
Uncertainty analysis of evapotranspiration models is essential in hydrological modeling,
particularly given the limited use of process-based models and ensemble algorithms for …
particularly given the limited use of process-based models and ensemble algorithms for …
Comparative Analysis of Accuracy, Simplicity and Generality of Temperature-Based Global Solar Radiation Models: Application to the Solar Map of Asturias
The accuracy, complexity and generality of 13 temperature-based solar radiation models are
compared using data measured during 2003–2016 at 21 weather stations in a large coastal …
compared using data measured during 2003–2016 at 21 weather stations in a large coastal …
Development of empirical solar radiation models with genetic algorithm and extended validation procedure
V Shakirov, I Ivanova, T Tuguzova - International Journal of Green …, 2023 - Taylor & Francis
The strong dependence of the accuracy of empirical solar radiation models on natural and
climatic conditions causes their diversity and ambiguity of choice. The paper proposes an …
climatic conditions causes their diversity and ambiguity of choice. The paper proposes an …
Accuracy Analysis of Estimates of Total Solar Radiation in Databases and Regression Models for Eastern Russia
IY Ivanova, VA Shakirov, NA Khalgaeva - Geography and Natural …, 2023 - Springer
The efficient use of solar energy requires an accurate assessment of the incoming solar
radiation. The study involves comparing the accuracy of monthly means of the global solar …
radiation. The study involves comparing the accuracy of monthly means of the global solar …
A Study on the Climate Zoning of China Based on Solar Terms Typical Meteorological Days
J Li, C XU, Z Lu - Available at SSRN 4501455 - papers.ssrn.com
Climate is closely intertwined with human activities and quality of life. Climate zoning plays a
crucial role in understanding the similarities and variations of climate across different …
crucial role in understanding the similarities and variations of climate across different …
[PDF][PDF] The importance of climate for evapotranspiration cover design
K Greaser, W Weinig - 2022 - researchgate.net
Mine closure typically includes covering various waste facilities to stabilise landforms,
control seepage, reduce erosion, and protect the environment. Commonly …
control seepage, reduce erosion, and protect the environment. Commonly …