A novel soft computing model (Gaussian process regression with K-fold cross validation) for daily and monthly solar radiation forecasting (Part: I)
The main objective of this paper is to present Gaussian Process Regression (GPR) as a new
accurate soft computing model to predict daily and monthly solar radiation at Mashhad city …
accurate soft computing model to predict daily and monthly solar radiation at Mashhad city …
Potential assessment of the TVF-EMD algorithm in forecasting hourly global solar radiation: Review and case studies
Accurate and effective forecasting of short-term global solar radiation is critical for the
development of photovoltaic systems, particularly for integration into existing grid systems …
development of photovoltaic systems, particularly for integration into existing grid systems …
Artificial neural network optimisation for monthly average daily global solar radiation prediction
The availability of reliable climatologic data is essential for multiple purposes in a wide set of
anthropic activities and operative sectors. Frequently direct measures present spatial and …
anthropic activities and operative sectors. Frequently direct measures present spatial and …
Evidence of phytoplankton blooms under Antarctic sea ice
Areas covered in compact sea ice have often been assumed to prohibit upper ocean
photosynthesis. Yet under-ice phytoplankton blooms (UIBs) have increasingly been …
photosynthesis. Yet under-ice phytoplankton blooms (UIBs) have increasingly been …
A global review of empirical models for estimating photosynthetically active radiation
A good working knowledge of photosynthetically active radiation (PAR) is of vital
requirement for determining the terrestrial photosynthesis, primary productivity calculation …
requirement for determining the terrestrial photosynthesis, primary productivity calculation …
Typical solar radiation year construction using k-means clustering and discrete-time Markov chain
S Li, H Ma, W Li - Applied Energy, 2017 - Elsevier
Daily solar radiation (DSR) fluctuation and transition rules affect the design of the energy
storage system and online control strategy of solar energy utilisation systems. However, the …
storage system and online control strategy of solar energy utilisation systems. However, the …
Analysis of cloud effects on long-term global and diffuse photosynthetically active radiation at a Mediterranean site
This study addresses the analysis of the cloud effects on photosynthetically active radiation
(PAR, 400–700 nm) for global (PAR Global) and its diffuse component (PAR Diffuse). To this …
(PAR, 400–700 nm) for global (PAR Global) and its diffuse component (PAR Diffuse). To this …
Effects of burn severity and environmental conditions on post-fire regeneration in Siberian larch forest
T Chu, X Guo, K Takeda - Forests, 2017 - mdpi.com
Post-fire forest regeneration is strongly influenced by abiotic and biotic heterogeneity in the
pre-and post-fire environments, including fire regimes, species characteristics, landforms …
pre-and post-fire environments, including fire regimes, species characteristics, landforms …
Agrivoltaic system design tools for managing trade-offs between energy production, crop productivity and water consumption
Agrivoltaic systems that locate crop production and photovoltaic energy generation on the
same land have the potential to aid the transition to renewable energy by reducing the …
same land have the potential to aid the transition to renewable energy by reducing the …
Clustering of visible and infrared solar irradiance for solar architecture design and analysis
Incoming solar radiation is a key factor influencing solar architecture design. It determines
the thermal and optical regime of the building envelope and affects the solar heat and light …
the thermal and optical regime of the building envelope and affects the solar heat and light …