This gist contains an example analysis script, along with a list of dependencies. It uses data from a simulation I ran for Clark et al. (2020) and shows how one might compute and plot a lag-regression sequence of precipitation for South Asian monsoon low pressure systems.
Spencer Clark spencerkclark
spencerkclark
/ regressions.py
Created
March 26, 2021 10:47
Code for computing regressions of variables with an arbitrary number of dimensions against a 1D index
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| import dask.array as darray | |
| import numpy as np | |
| import xarray as xr | |
| from collections import defaultdict | |
| def _matmul(arr1, arr2): | |
| if isinstance(arr1, darray.core.Array): | |
| return darray.matmul(arr1, arr2) |
spencerkclark
/ num2date_exact.ipynb
Created
May 10, 2020 15:35
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spencerkclark
/ Plotting-data-on-a-cubed-sphere.ipynb
Created
September 26, 2019 13:02
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spencerkclark
/ Plotting-data-on-a-cubed-sphere.ipynb
Created
September 25, 2019 20:36
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spencerkclark
/ Plotting-data-on-a-cubed-sphere.ipynb
Created
September 25, 2019 19:46
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Yet another wrapper for pyspharm...
Existing wrappers, windspharm and animal-spharm, lack dask support to parallelize operations. This wrapper enables use of dask at least for a subset of functions provided by pyspharm needed for computing closed tracer budgets following the methods of
spencerkclark
/ aospy-issue-320.ipynb
Created
March 31, 2019 01:19
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spencerkclark
/ test_first_items_current.out
Last active
December 30, 2018 00:54
Tests of first items
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| ============================= test session starts ============================== | |
| platform darwin -- Python 3.6.6, pytest-3.10.1, py-1.7.0, pluggy-0.8.0 -- //anaconda/envs/xarray-dev-37/bin/python | |
| cachedir: .pytest_cache | |
| rootdir: /Users/spencerclark/cftime-resample-simplifications, inifile: | |
| collecting ... collected 64 items | |
| test_first_items_current.py::test_first_items[downsampling-0-left-left-11M] PASSED [ 1%] | |
| test_first_items_current.py::test_first_items[downsampling-0-left-left-8001H] PASSED [ 3%] | |
| test_first_items_current.py::test_first_items[downsampling-0-left-left-600003T] PASSED [ 4%] | |
| test_first_items_current.py::test_first_items[downsampling-0-left-left-3MS] PASSED [ 6%] |
spencerkclark
/ nc-time-axis example.ipynb
Created
December 4, 2018 16:04
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