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Homework Task

Take the FFT of the CO2/methane data of the most recent monthly average CO2 data of any of the the stations listed in (https://www.esrl.noaa.gov/gmd/dv/data/index.php?category=Greenhouse%2BGases&parameter_name=Carbon%2BDioxide&frequency=Monthly%2BAverages)).

In particular fullfill three tasks (one for each group member):

Task 1:

  • Write a function that calculates the actual frequency in useful units.
  • Determine the frequency (ideally with a function) of the peak(s).

Task 2: Use some combination of waveform modification (which may include padding, windowing, taking the FFT, manipulating the waveforms, inverse FFT, and undoing the window+padding), to do the following:

  • Clean up either high or low frequency noise (depends on your data) in the time domain by zeroing the appropriate waveform coefficients in the frequency domain.
  • Plot both the "raw" and "cleaned" spectra in the time domain.

Task 3:

  • Write the documentation
  • Reuse github actions for linting and unit tests
  • write unit tests for Task1 and Task 2

For this you have to complete the following steps:

  • Discuss with the other groups using issues which station data you will use. Each group should use a different one.
  • Discuss in this repository using issues who will do which task (specified above)
  • Discuss who should be the main responsible for the repository (the one that can accept merge requests, let me know in discord so I can adjust rights)
  • Discuss and generate milestone for your project to optimize the timeline of your project
  • Discuss and generate labels for your issues
  • Fork this repository
  • Merge the necessary fies from the original homework project into your fork
  • commit
  • create merge requests for your work

Also use discord for discussing solutions to any issues popping up.

Grading

Homework Points
Interaction on own project
Category min per person point factor max points
Commits 6 1 6
Merge requests 3 1 3
Merge Accepted 1 1 1
Branches 2 0.5 1
Issues 10 0.5 5
Closed Issues 5 0.2 1
# Conversations 30 0.2 6
Total 23
Shared project points
# Label 5 0.2 1
# Milestones 2 1 2
# Tags 0 1 0
Total 7 5
Interaction on others project(s)
Category min per person point factor max points
Commits 3 1 3
Branches 1 0.5 0.5
Issues 9 0.5 4.5
# Conversations 15 0.2 3
Total 22 11
Result
Task completion 5 1 5
Sum 42

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