Changed README file

README.md

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-# BRDF_modelling
-BRDF modelling using linear kernel models
+# BRDF modelling
+### J Gómez-Dans & P Lewis (National Centre for Earth Observation & UCL)
+
+
+BRDF modelling using linear kernel models on satellite data. BRDF is an important part of optical remote sensing. Usually, the change in view/illumination geometry is considered an annoyance, and is treated as noise. Pity the fools! There are a very simple ways of accounting for these angular effects, among them using simple linear kernel models. This repository has some exploration on how to use them.
+
+There's some software that you can play around. It is designed for *ahem* educational purposes, so you've been warned. 
+
+If this is useful to you and you end up using it, please consider citing it.
+
+You can run the notebooks directly online (takes a while, be patient!)
+
+
+* [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/jgomezdans/BRDF_modelling/master?filepath=01-FunWithBRDF.ipynb) Introduction to linear BRDF models
+* [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/jgomezdans/BRDF_modelling/master?filepath=02-BayesianBRDF.ipynb) Some Bayesian concepts to improve on standard retrieval methods.
+* More stuff coming whenever I feel like it ;)