Comparison of artificial neural network and multivariate linear regression methods for estimation of daily soil temperature in an arid region

Downscaling of surface temperature for l

Downscaling of surface temperature for lake catchment in an arid region in India using linear multiple regression and neural networks

✍ Manish Kumar Goyal; C. S. P. Ojha 📂 Article 📅 2011 🏛 John Wiley and Sons 🌐 English ⚖ 805 KB

## Abstract In this paper, downscaling models are developed using a Linear Multiple Regression (LMR) and Artificial Neural Networks (ANNs) for obtaining projections of mean monthly maximum and minimum temperatures (__T__max and __T__min) to lake‐basin scale in an arid region in India. The effective