Useful resources

Textbooks / notes

• Numerical Renaissance by Prof. Thomas Bewley
• Introduction to Hydrology by Prof. Steve Margulis
• Lecture Notes on The Planetary Boundary Layer by Chin-hoh Moeng
• Ten Lectures and Forty-Two Open Problems in the Mathematics of Data Science by Prof. Afonso Bandeira
• Data-driven science and engineering by S. Brunton and J. Kutz
• STEM Teaching course by the CIRTL Network
• The Feynman lectures on physics

Datasets

• ARM LASSO - Shallow Cu LES runs @SGP
• BSRN - Solar ground data
• SΑURAN - Solar ground data @Africa
• MERRA-2 - Global reanalysis data
• NAM - Model forecast data @North America
• NSRDB - Historical solar data @Americas
• ASOS AWOS network - met. data @US

Code

• microHH - atmospheric LES in C++, GPU capable
• UCLA-LES - atmospheric LES in f90
• pvlib - pv modeling toolbox for python
• nctoolbox - netcdf/grib2 tool for matlab
• Siphon - python toolbox to get online weather data
• High-Tune: RenDeRer Image renderer of cloudy atmospheres (haven’t tried it)
• SHDOM - Atmospheric RTM
• I3RC - Atmospheric RTM
• Solstice - CSP simulator (haven’t tried it)
• Tonatiuh - MonteCarlo ray tracing simulator
• Pencil code - high order FD code (haven’t tried it)
• py-Art - read ARM radar data
• SCAMPy - atmospheric SCM in python
• Dynamics and control with Jupyter notebooks

More

• ACM SIGEnergy resources