Empirical models for estimating global solar radiation: A review and case study

F Besharat, AA Dehghan, AR Faghih - Renewable and sustainable energy …, 2013 - Elsevier
Solar radiation is a primary driver for many physical, chemical, and biological processes on
the earth's surface. Solar energy engineers, architects, agriculturists, hydrologists, etc. often …

Validation of biophysical models: issues and methodologies. A review

G Bellocchi, M Rivington, M Donatelli… - Agronomy for …, 2010 - agronomy-journal.org
The potential of mathematical models is widely acknowledged for examining components
and interactions of natural systems, estimating the changes and uncertainties on outcomes …

Estimation of daily global solar radiation using deep learning model

K Kaba, M Sarıgül, M Avcı, HM Kandırmaz - Energy, 2018 - Elsevier
Solar radiation (SR) is an important data for various applications such as climate, energy
and engineering. Because of this, determination and estimation of temporal and spatial …

Estimation of monthly solar radiation from measured temperatures using support vector machines–a case study

JL Chen, HB Liu, W Wu, DT **e - Renewable Energy, 2011 - Elsevier
Solar radiation is the principal and fundamental energy for many physical, chemical and
biological processes. However, it is measured at a very limited number of meteorological …

The effect of tuning, feature engineering, and feature selection in data mining applied to rainfed sugarcane yield modelling

FF Bocca, LHA Rodrigues - Computers and electronics in agriculture, 2016 - Elsevier
Crop yield models can assist decision makers within any agro-industrial supply chain, even
with regard to decisions that are unrelated to the crop production. Considering the …

[HTML][HTML] Air temperature estimation over winter wheat fields by integrating machine learning and remote sensing techniques

C Xu, M Lin, Q Fang, J Chen, Q Yue, J **a - International Journal of Applied …, 2023 - Elsevier
Air temperature (Ta) is significant to numerous Earth's surface and agricultural processes.
For agricultural fields (eg, winter wheat), Ta plays an important role in crop growth …

Modeling daily global solar radiation using only temperature data: Past, development, and future

R Qiu, L Li, L Wu, E Agathokleous, C Liu… - … and Sustainable Energy …, 2022 - Elsevier
Accurate determination on global solar radiation (R s) is essential in many disciplines and
sectors. This study comprehensively reviewed 78 existing models and developed 4 new …

[HTML][HTML] Estimating spatio-temporal air temperature in London (UK) using machine learning and earth observation satellite data

RS dos Santos - International Journal of Applied Earth Observation and …, 2020 - Elsevier
Urbanisation generates greater population densities and an increase in anthropogenic heat
generation. These factors elevate the urban–rural air temperature (T a) difference, thus …

Empirical models for estimating monthly global solar radiation: A most comprehensive review and comparative case study in China

JL Chen, L He, H Yang, M Ma, Q Chen, SJ Wu… - … and Sustainable Energy …, 2019 - Elsevier
Global solar radiation is a core component of scientific research and engineering application
across a broad spectrum. However, its measurement is limited by a small number of stations …

Evaluation of temperature-based global solar radiation models in China

X Liu, X Mei, Y Li, Q Wang, JR Jensen, Y Zhang… - Agricultural and forest …, 2009 - Elsevier
Estimation of global solar radiation (Rs) from the daily range of air temperature (ΔT) offers an
important alternative in the absence of measured Rs or sunshine duration because of the …