Dr Paul Connolly - teaching materials for EART20170

Interested in doing a PhD in Atmospheric Science? Please see this webpage for a list of available projects.

Module EART20170 Data Analysis / Statistics

Course notes for Paul's part of the course Click here to see a video of how to install GNU Octave (free version of MATLAB) University Podcast service

Lecture 1: Intro to Stats and Data
Lecture 2: Descriptive Stats and Outliers
Lecture 3: The Normal Distribution and Central Limit Theorem
Not used: Estimates and Sample sizes
  • Blackboard assessment(s): None
Reading week: Mid-term in your own time
Lecture 4: Hypothesis Testing about a proportion or a mean
Lecture 5: Hypothesis Testing about two proportions / means
Lecture 6: Correlation, regression and error propagation
Lecture 7: Modelling and time-series analysis

Just for fun: notes on a shallow water model in MATLAB able to simulate various atmospheric phenomena.

Please note, I will update the slides as I go along with findings from my research.

Useful links

Manchester Ice Cloud Chamber Our cloud chamber for conducting research into cloud processes
Wetter3 site for GFS model and surface charts
ManUniCast our own model
Whitworth Observatory Our own observatory here in Manchester
EUMETRAIN overlay met. fields on satellite images (via eport)
Satellite pictures from SAT24.com

Some projects I am running this year

Is climate engineering worth the effort?    Perform a cost-benefit analysis of a climate engineering proposal to mitigate against climate change.

Ice nucleation study   Investigate the effect of acidity on heteorogeneous ice nucleation to explain a problem we have found.

Automated classification of ice crystal images   There is a wealth of ice crystal image data that we have taken on various field projects. Devise a method of automatically determining their shape in this project

Ideas for future projects

A simulation of the solar system in MATLAB   use accurate ODE solvers to simulate dynamics of planetary orbits

Saturn's hexagon   write a shallow water model in polar coordinates to attempt to simulate Saturn's hexagon: a planetary-scale wave that has the appearance of a regular hexagon.

Other fun stuff

Gravitational field strengths   Calculate the gravitational field strength of different shaped objects

Gaussian Plume Model in MATLAB   Understand how vertical stability in the atmosphere affects the dispersion of pollution from a stack.