Theil-Sen estimated median change in rain normalised soil moisture 2001-2016, Indonesia

Map: Theil-Sen estimated median change in rain normalised soil moisture 2001-2016, Indonesia

Chemometric resources

Thomas Gumbricht bio photo By Thomas Gumbricht

Chemometrics from Copenhagen - youtube series introduction.

Preprocessing series

Preprocessing 1. Centering & Scaling - implemented.

Preprocessing 2. Normalization, SNV and MSC - implemented.

Preprocessing 3. Derivatives and baseline - implemented.

Preprocessing 4. Warping data - not really applicable for diffuse reflectance spectroscopy of complex substances like soil.

preprocess 5. Automating alignment - not really applicable for diffuse reflectance spectroscopy of complex substances like soil.

Chemometrics in python

Chemotools - A python package to integrate chemometrics and scikit-learn