A New Model for Clear Sky Downward Longwave Radiation Obtained from a Tropical Climate

Obot, Nsikan I.; Chendo, M.A.C.

doi:10.18086/eurosun.2010.13.14

Proceedings of the EuroSun 2010 Conference 2010

DOI: 10.18086/eurosun.2010.13.14

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A New Model for Clear Sky Downward Longwave Radiation Obtained from a Tropical Climate

Nsikan I. Obot¹,

M.A.C. Chendo²

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2019

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“…Efforts in the past [81,82] revealed no significant concept about DLR like this present work. Contrary to the black box technique of the expert systems, regression models reveal the relationship between predictor(s) and the estimator.…”

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confidence: 58%

Deep learning and regression modelling of cloudless downward longwave radiation

Obot

Humphrey

Chendo

et al. 2019

Beni-Suef Univ J Basic Appl Sci

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Background: Though downward longwave radiation (DLR) models curb the paucity of data, they are mostly location dependent. Therefore, there is a need to evaluate their relevance given the increasing use of machine learning techniques. In this study, cloudless DLR estimates from regression models and soft computing models of neural networks (NN), support vector regression (SVR) and adaptive neuro-fuzzy inference system (ANFIS) were compared.

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contrasting

confidence: 58%

Deep learning and regression modelling of cloudless downward longwave radiation

Obot

Humphrey

Chendo

et al. 2019

Beni-Suef Univ J Basic Appl Sci

View full text Add to dashboard Cite

show abstract

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A New Model for Clear Sky Downward Longwave Radiation Obtained from a Tropical Climate

Cited by 1 publication

References 0 publications

Deep learning and regression modelling of cloudless downward longwave radiation

Deep learning and regression modelling of cloudless downward longwave radiation

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