MetPy is a collection of tools in Python for reading, visualizing and performing calculations with weather data.

Last update: Dec 25, 2022

Overview

MetPy

MetPy is a collection of tools in Python for reading, visualizing and performing calculations with weather data.

MetPy follows semantic versioning in its version number. This means that any MetPy 1.x release will be backwards compatible with an earlier 1.y release. By "backward compatible", we mean that correct code that works on a 1.y version will work on a future 1.x version.

For additional MetPy examples not included in this repository, please see the Unidata Python Gallery.

We support Python >= 3.7.

Need Help?

Need help using MetPy? Found an issue? Have a feature request? Checkout our support page.

Important Links

HTML Documentation
Unidata Python Gallery
"metpy" tagged questions on Stack Overflow
Gitter chat room

Dependencies

Other required packages:

Numpy
Scipy
Matplotlib
Pandas
Pint
Xarray

There is also an optional dependency on the pyproj library for geographic projections (used with cross sections, grid spacing calculation, and the GiniFile interface).

See the installation guide for more information.

Code of Conduct

We want everyone to feel welcome to contribute to MetPy and participate in discussions. In that spirit please have a look at our Code of Conduct.

Contributing

Imposter syndrome disclaimer: We want your help. No, really.

There may be a little voice inside your head that is telling you that you're not ready to be an open source contributor; that your skills aren't nearly good enough to contribute. What could you possibly offer a project like this one?

We assure you - the little voice in your head is wrong. If you can write code at all, you can contribute code to open source. Contributing to open source projects is a fantastic way to advance one's coding skills. Writing perfect code isn't the measure of a good developer (that would disqualify all of us!); it's trying to create something, making mistakes, and learning from those mistakes. That's how we all improve, and we are happy to help others learn.

Being an open source contributor doesn't just mean writing code, either. You can help out by writing documentation, tests, or even giving feedback about the project (and yes - that includes giving feedback about the contribution process). Some of these contributions may be the most valuable to the project as a whole, because you're coming to the project with fresh eyes, so you can see the errors and assumptions that seasoned contributors have glossed over.

For more information, please read the see the contributing guide.

Philosophy

The space MetPy aims for is GEMPAK (and maybe NCL)-like functionality, in a way that plugs easily into the existing scientific Python ecosystem (numpy, scipy, matplotlib). So, if you take the average GEMPAK script for a weather map, you need to:

read data
calculate a derived field
show on a map/skew-T

One of the benefits hoped to achieve over GEMPAK is to make it easier to use these routines for any meteorological Python application; this means making it easy to pull out the LCL calculation and just use that, or re-use the Skew-T with your own data code. MetPy also prides itself on being well-documented and well-tested, so that on-going maintenance is easily manageable.

The intended audience is that of GEMPAK: researchers, educators, and any one wanting to script up weather analysis. It doesn't even have to be scripting; all python meteorology tools are hoped to be able to benefit from MetPy. Conversely, it's hoped to be the meteorological equivalent of the audience of scipy/scikit-learn/skimage.

Comments

Generalize vorticity (and related functions) to allow for map projections

Some MetPy functions, such as gradient and advection, allow the user to supply arrays of deltas rather than a single value, but vorticity (and its relatives) does not. Vorticity is more complicated since derivatives of the "map factors" are also required, but it should be doable.

Here is the necessary computation according to the GEMPAK documentation (Appendix B2): $\zeta = m_x (\frac{\partial v}{\partial x})-m_y(\frac{\partial u}{\partial y})-v\frac{m_x}{m_y}(\frac{\partial m_y}{\partial x})+u\frac{m_y}{m_x}(\frac{\partial m_x}{\partial y})$

Since the map factors (m_x and m_y) are equivalent to the "nominal" grid spacing (\partial x and \partial y in the above equation) divided by the actual delta, an additional "nominal_delta" argument to vorticity would allow for the map factors to be computed. Since the WRF model provides the map factors in its output, allowing the map factors (and the nominal grid spacing) as optional arguments to vorticity in lieu of deltas would be useful as well.
Type: Enhancement Area: Calc

opened by sgdecker 51
Derivatives & map factors

This is a draft to expand @jthielen's implementation (drafted separately #893) for derivatives with support for map factors and the associated machinery to enable calculating (or providing) those map factors. These should be the minimum commits needed to test vorticity calculations on most well-described xarray dataarrays. We will be using this draft for expanding tests/validation and covered functions, unbreaking the preprocessing, and cleaning up the implementation for inclusion in 1.4 this week.
Type: Enhancement Area: Calc Area: Projections Area: Xarray

opened by dcamron 34
NEXRAD Level 2 AssertionError

I keep getting

File "C:\Anaconda3\lib\site-packages\metpy\io\nexrad.py", line 631, in _check_size 'but got {}'.format(msg_hdr.msg_type, size, hdr_size)) AssertionError: Message type 2 should be 80 bytes but got 25292

When converting to PNG using this method:

https://unidata.github.io/MetPy/latest/examples/formats/NEXRAD_Level_2_File.html#sphx-glr-examples-formats-nexrad-level-2-file-py

Any idea why this error keeps popping up?

Thanks!
Type: Bug Area: IO

opened by rankinstudio 29
No padding around text on four_panel example file

When testing the four_panel_map.py example file on Python 2.7.10 and Metpy 0.7 versions on Windows, I can see that there is no padding around text when generating the graphic. I am not sure if this is an issue that is related to Python or Matplotlib software. Or it could be related to the placement of the different plots on the graphic. I could propose some suggestions to improve it if I can solve it. The current module versions used to generate the graphic are:

matplotlib 2.1.1 numpy 1.14.0 scipy 1.0.0 cartopy 0.15.1

Area: Examples Type: Enhancement

opened by eliteuser26 24
Large refactoring and improvement to METAR parser
Description Of Changes

[x] Parser was not dealing well with a lot of weather code fields (like 'FU' for smoke), so restructure just to look for sequences of any of those codes.

[x] Add parsed visibility to output data (#1306)

[x] Put remarks in output data (#1306)

[x] Improve tests to check more fields

Significantly refactored METAR parser to reduce duplicated code and simplify conversion of parsed fields to final values

Fixed wind values when report contains them in m/s

Test suite now has a bunch of METARs explicitly checked for all fields (and driving modifications to parser)

Test suite also has some tests that check counts of parsed (non-NaN) fields

Many tweaks to PEG file to increase the reports that the parser can handle

Oddities

Variable visibility (not output)

Full runway visibility (not output)

More weather codes

Fixed our handling of plotting/mapping weather symbols to allow for alternates (e.g. rain vs. snow + TS) and "unknown precipitation" (UP) from automated stations

Tweaked the value for quite a few weather codes based on the WMO handbook

With all that, most of the gains in lines of code are in the actual generated parser. Outside of that, metar.py got shorter by ~200 lines--and test_metar.py got longer by a similar amount. This is a good thing IMO.

Checklist

[x] Closes #1951

[x] Closes #1306

[x] Tests added

[x] Fully documented

Type: Bug Type: Enhancement Area: IO
opened by dopplershift 23
Drop support for Python 2.7!
Description Of Changes

What do you do when it's a Friday afternoon? Drop 2.7!

In all seriousness, according to our docs, we're dropping 2.7 in "Fall 2019". Given that meteorological (real) fall is here and astronomical fall is 8 days away, this is likely for sure going in 0.12. (Not sure when 0.11 will get out the door, but not sure if we should include this in that or not).

I'm sure I missed some stuff, so feel free to push commits to this, or review and comment if you have small items to address. There is one open item on #801 that I didn't fix yet, as the comment was vague and I didn't have time to look into it yet.

Whenever 2.7 is dropped, celebration is in order!

Checklist

[x] Closes #801

[x] Fully documented

Area: Infrastructure Type: Maintenance
opened by zbruick 23
Xarray + CF + CartoPy Projection Handling
Here's a first cut at automatically decoding CF projection information using an XArray accessor and making it available conveniently as a CartoPy projection. There are no docs or tests yet, but there is an example using our NARR test data set.

Open questions:

Naming and organization of everything

Should we require manually activating the XArray accessors (using a function call). A benefit of this would be making sure we only initialize them once.

Anything else labelled TODO

What about providing some easy way to figure out what the x coordinates, etc. are?

To save everyone the trouble of downloading to try it out (though please do!), here's what the example looks like:

import cartopy.feature as cfeature import matplotlib.pyplot as plt import xarray as xr import metpy.io.xarray # To ensure accessors are available from metpy.testing import get_test_data ds = xr.open_dataset(get_test_data('narr_example.nc', as_file_obj=False)) data_var = ds.parse_cf('Temperature') x = data_var.x y = data_var.y im_data = data_var.isel(time=0).sel(isobaric=1000.) fig = plt.figure(figsize=(14, 14)) ax = fig.add_subplot(1, 1, 1, projection=data_var.cf.cartopy_crs) ax.imshow(im_data, extent=(x.min(), x.max(), y.min(), y.max()), cmap='RdBu', origin='lower' if y[0] < y[-1] else 'upper') ax.coastlines(color='tab:green', resolution='10m') ax.add_feature(cfeature.LAKES.with_scale('10m'), facecolor='none', edgecolor='tab:blue') ax.add_feature(cfeature.RIVERS.with_scale('10m'), edgecolor='tab:blue') plt.show()

And the result:

I've tested this locally with quite a few data sets. Everything coming from GOES-16 (both NOAAPORT and GRB) works fine. Many GRIB2 datasets work fine, with the exception of WW3 and MRMS; those failures are not related to the projection stuff. NARR, HRRR, NAM Alaska, and RTMA Guam are working fine.
Area: Infrastructure Type: Feature Area: Plots Area: Projections
opened by dopplershift 21
Log interpolation

Adds ability to interpolate along a given axis of n-dimensional data to log_interp. Fixes #293. Will likely use this in #454 after it has been merged.
Type: Feature Area: Calc

opened by tjwixtrom 20
something changed in interpolate.cross_section for curvilinear grids
Now it's returning all NaNs compared to metpy==0.12.2. Unfortunately I do not have a minimal reproducible example at the moment, but any ideas what might have changed since I don't think the release notes mentioned anything about that being changed? I suspect something to do with metpy.parse_cf() which now is yields a coordinate metpy_crs in my xr.Dataset but still testing.

**curvilinear grid as in 2D lon/lat, 1D x/y

example code

import metpy from metpy import interpolate start= [-59.2, 80] end= [ -42.6, 80] method = 'nearest' ds = ds.metpy.parse_cf() cross = interpolate.cross_section( ds, start, end, steps=25, interp_type=method )
Type: Bug
opened by ahuang11 19

metpy.calc.thermo mask and data must be the same size

mb900 = xr.open_dataset("mb900_data.nc")
sfc_1 = xr.open_dataset("sfc_data.nc")
sfc_2 = xr.open_dataset("sfc_data2.nc")
dp_900 = np.load("/nerc/n02/n02/amethyst/npys/Td.npy") #900 hPa dewpoint (calculated using atmos)

####setting the variables
sfc_p = np.array(sfc_1.sp) #surface pressure
sfc_p = sfc_p / 100 #Pa to hPa
#create an array of same dimensions all set to 900hPa
pressure_900 = sfc_p.copy()
pressure_900[:,:] = 900

sfc_t = np.array(sfc_2.t2m) #temperature at surface
sfc_dp = np.array(sfc_2.d2m) #dewpoint at surface 
temp_900 = np.array(mb900.t) #teperature at 900hPa

####combining sfc pressure values and 900 hPa values for the parcel_profile function
pp_pressure = np.array([sfc_p, pressure_900]) * units.hPa
pp_temp = np.array([sfc_t, temp_900]) * units.kelvin
pp_dp = np.array([sfc_dp, dp_900]) * units.kelvin

####
parcel_profile = parcel_profile(pp_pressure, pp_temp, pp_dp)

/nerc/n02/n02/amethyst/miniconda3/envs/myenv/lib/python2.7/site-packages/metpy/calc/thermo.py:690: RuntimeWarning: invalid value encountered in log
  val = np.log(e / sat_pressure_0c)
/nerc/n02/n02/amethyst/miniconda3/envs/myenv/lib/python2.7/site-packages/pint/quantity.py:1403: RuntimeWarning: invalid value encountered in log
  out = uf(*mobjs)
Traceback (most recent call last):
  File "/var/spool/torque/mom_priv/jobs/65276.rdf-xcat.SC", line 45, in <module>
    parcel_profile = parcel_profile(pp_pressure, pp_temp, pp_dp)
  File "/nerc/n02/n02/amethyst/miniconda3/envs/myenv/lib/python2.7/site-packages/metpy/xarray.py", line 381, in wrapper
    return func(*args, **kwargs)
  File "/nerc/n02/n02/amethyst/miniconda3/envs/myenv/lib/python2.7/site-packages/metpy/calc/thermo.py", line 466, in parcel_profile
    _, _, _, t_l, _, t_u = _parcel_profile_helper(pressure, temperature, dewpt)
  File "/nerc/n02/n02/amethyst/miniconda3/envs/myenv/lib/python2.7/site-packages/metpy/calc/thermo.py", line 527, in _parcel_profile_helper
    press_lcl, temp_lcl = lcl(pressure[0], temperature, dewpt)
  File "/nerc/n02/n02/amethyst/miniconda3/envs/myenv/lib/python2.7/site-packages/metpy/xarray.py", line 381, in wrapper
    return func(*args, **kwargs)
  File "/nerc/n02/n02/amethyst/miniconda3/envs/myenv/lib/python2.7/site-packages/metpy/calc/thermo.py", line 315, in lcl
    xtol=eps, maxiter=max_iters)
  File "/nerc/n02/n02/amethyst/miniconda3/envs/myenv/lib/python2.7/site-packages/scipy/optimize/minpack.py", line 904, in fixed_point
    return _fixed_point_helper(func, x0, args, xtol, maxiter, use_accel)
  File "/nerc/n02/n02/amethyst/miniconda3/envs/myenv/lib/python2.7/site-packages/scipy/optimize/minpack.py", line 853, in _fixed_point_helper
    relerr = _lazywhere(p0 != 0, (p, p0), f=_relerr, fillvalue=p)
  File "/nerc/n02/n02/amethyst/miniconda3/envs/myenv/lib/python2.7/site-packages/scipy/_lib/_util.py", line 54, in _lazywhere
    np.place(out, cond, f(*temp))
  File "/nerc/n02/n02/amethyst/miniconda3/envs/myenv/lib/python2.7/site-packages/numpy/lib/function_base.py", line 1607, in place
    return _insert(arr, mask, vals)
ValueError: place: mask and data must be the same size

Shape for all of the components is the same (28490, 241, 480) Could someone let me know what I'm doing wrong?

Area: Calc

opened by am-thyst 19

Fixing minor LFC bug

Adding a fix so that, in the case where the parcel path never intersects the profile, the surface data point is ignored in determining whether the parcel path is ever warmer than the environment (and thus, whether the LFC exists). Currently, in some cases the parcel is identified as warmer at the surface than the environment, resulting in a spurious LFC being identified at the same pressure as the LCL.
Type: Bug Area: Calc

opened by mwilson14 19
CI: (deps): Bump sphinx from 4.5.0 to 6.0.0 in /ci
Bumps sphinx from 4.5.0 to 6.0.0.

Release notes

Sourced from sphinx's releases.

v6.0.0

Changelog: https://www.sphinx-doc.org/en/master/changes.html

v6.0.0b2

Changelog: https://www.sphinx-doc.org/en/master/changes.html

v6.0.0b1

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v5.3.0

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v5.2.3

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v5.2.2

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v5.2.1

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v5.2.0

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v5.1.1

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v5.1.0

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v5.0.2

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v5.0.1

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v5.0.0

No release notes provided.

v5.0.0b1

Changelog: https://www.sphinx-doc.org/en/master/changes.html

Changelog

Sourced from sphinx's changelog.

Release 6.0.0 (released Dec 29, 2022)

Dependencies

#10468: Drop Python 3.6 support

#10470: Drop Python 3.7, Docutils 0.14, Docutils 0.15, Docutils 0.16, and Docutils 0.17 support. Patch by Adam Turner

Incompatible changes

#7405: Removed the jQuery and underscore.js JavaScript frameworks.

These frameworks are no longer be automatically injected into themes from Sphinx 6.0. If you develop a theme or extension that uses the jQuery, $, or $u global objects, you need to update your JavaScript to modern standards, or use the mitigation below.

The first option is to use the sphinxcontrib.jquery_ extension, which has been developed by the Sphinx team and contributors. To use this, add sphinxcontrib.jquery to the extensions list in conf.py, or call app.setup_extension("sphinxcontrib.jquery") if you develop a Sphinx theme or extension.

The second option is to manually ensure that the frameworks are present. To re-add jQuery and underscore.js, you will need to copy jquery.js and underscore.js from the Sphinx repository_ to your static directory, and add the following to your layout.html:

.. code-block:: html+jinja

{%- block scripts %} {{ super() }} {%- endblock %}

.. _sphinxcontrib.jquery: https://github.com/sphinx-contrib/jquery/

Patch by Adam Turner.

#10471, #10565: Removed deprecated APIs scheduled for removal in Sphinx 6.0. See :ref:dev-deprecated-apis for details. Patch by Adam Turner.

#10901: C Domain: Remove support for parsing pre-v3 style type directives and roles. Also remove associated configuration variables c_allow_pre_v3 and c_warn_on_allowed_pre_v3. Patch by Adam Turner.

Features added

... (truncated)

Commits

5b56a23 Bump to 6.0.0 final

f1d1e9c Update coverage workflow for Tox 4

66a738c Update coverage workflow for new configuration location

041e5f8 Add test coverage for 'today_fmt' reference substitution (#10980)

da25145 Remove unnecessary conditional import in sphinx.ext.napoleon (#11043)

45a0ea9 Migrate coveragepy config into pyproject.toml (#11025)

3ec54f1 Create a pydata_sphinx_theme section in usage examples (#11046)

32bce8f Copy edit the tutorial (#11049)

9844162 Fix example using add_config_value (#10937)

bf4a626 RTD builder: add graphviz depedendency (#11040)

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Area: Infrastructure Type: Maintenance
opened by dependabot[bot] 0
CI: (deps): Bump importlib-resources from 5.10.1 to 5.10.2 in /ci
Bumps importlib-resources from 5.10.1 to 5.10.2.

Changelog

Sourced from importlib-resources's changelog.

v5.10.2

#274: Prefer write_bytes to context manager as proposed in gh-100586.

Commits

af22800 Update changelog.

d623078 Cherry-pick write_bytes technique from gh-100586.

f9d039d Merge https://github.com/jaraco/skeleton

38ec7ad Merge https://github.com/jaraco/tidelift

a6c6660 Put tidelift docs dependency in its own section to limit merge conflicts.

82465b9 Build docs in CI, including sphinx-lint.

f8c6b66 Merge https://github.com/jaraco/skeleton

c68ac3b Prevent Python 3.12 from blocking checks.

ef52139 Remove unnecessary shebang and encoding header in docs conf.

86a55c8 tox 4 requires a boolean value, so use '1' to FORCE_COLOR. Fixes jaraco/skele...

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Area: Infrastructure Type: Maintenance
opened by dependabot[bot] 0
CI: (deps): Bump numpy from 1.24.0 to 1.24.1 in /ci
Bumps numpy from 1.24.0 to 1.24.1.

Release notes

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v1.24.1

NumPy 1.24.1 Release Notes

NumPy 1.24.1 is a maintenance release that fixes bugs and regressions discovered after the 1.24.0 release. The Python versions supported by this release are 3.8-3.11.

Contributors

A total of 12 people contributed to this release. People with a "+" by their names contributed a patch for the first time.

Andrew Nelson

Ben Greiner +

Charles Harris

Clément Robert

Matteo Raso

Matti Picus

Melissa Weber Mendonça

Miles Cranmer

Ralf Gommers

Rohit Goswami

Sayed Adel

Sebastian Berg

Pull requests merged

A total of 18 pull requests were merged for this release.

#22820: BLD: add workaround in setup.py for newer setuptools

#22830: BLD: CIRRUS_TAG redux

#22831: DOC: fix a couple typos in 1.23 notes

#22832: BUG: Fix refcounting errors found using pytest-leaks

#22834: BUG, SIMD: Fix invalid value encountered in several ufuncs

#22837: TST: ignore more np.distutils.log imports

#22839: BUG: Do not use getdata() in np.ma.masked_invalid

#22847: BUG: Ensure correct behavior for rows ending in delimiter in...

#22848: BUG, SIMD: Fix the bitmask of the boolean comparison

#22857: BLD: Help raspian arm + clang 13 about __builtin_mul_overflow

#22858: API: Ensure a full mask is returned for masked_invalid

#22866: BUG: Polynomials now copy properly (#22669)

#22867: BUG, SIMD: Fix memory overlap in ufunc comparison loops

#22868: BUG: Fortify string casts against floating point warnings

#22875: TST: Ignore nan-warnings in randomized out tests

#22883: MAINT: restore npymath implementations needed for freebsd

#22884: BUG: Fix integer overflow in in1d for mixed integer dtypes #22877

#22887: BUG: Use whole file for encoding checks with charset_normalizer.

Checksums

... (truncated)

Commits

a28f4f2 Merge pull request #22888 from charris/prepare-1.24.1-release

f8fea39 REL: Prepare for the NumPY 1.24.1 release.

6f491e0 Merge pull request #22887 from charris/backport-22872

48f5fe4 BUG: Use whole file for encoding checks with charset_normalizer [f2py] (#22...

0f3484a Merge pull request #22883 from charris/backport-22882

002c60d Merge pull request #22884 from charris/backport-22878

38ef9ce BUG: Fix integer overflow in in1d for mixed integer dtypes #22877 (#22878)

bb00c68 MAINT: restore npymath implementations needed for freebsd

64e09c3 Merge pull request #22875 from charris/backport-22869

dc7bac6 TST: Ignore nan-warnings in randomized out tests

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Area: Infrastructure Type: Maintenance
opened by dependabot[bot] 0
CI: (deps): Bump doc8 from 1.0.0 to 1.1.1 in /ci
Bumps doc8 from 1.0.0 to 1.1.1.

Release notes

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v1.1.1

Minor Changes

Remove support for py37 and enable support for py312 (#122) @ssbarnea

Bugfixes

Remove use of pbr (#119) @ssbarnea

Allow PEP links with anchors (#116) @flying-sheep

PEP 621: Migrate more config into pyproject.toml (#110) @cclauss

Commits

8bd4371 fix: update action version (#126)

37a5863 Remove support for py37 and enable support for py312 (#122)

3016449 Adopt GHA dynamic-matrix (#121)

fa51284 Remove use of pbr (#119)

1f194f7 Clear dotfiles (#118)

94942e7 Allow PEP links with anchors (#116)

428fed3 [pre-commit.ci] pre-commit autoupdate (#114)

4ffa55b Update tox.ini for tox v4 (#117)

baf46cd [pre-commit.ci] pre-commit autoupdate (#113)

0a414bb Fix action version (#111)

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Area: Infrastructure Type: Maintenance
opened by dependabot[bot] 0
CI: (deps): Bump coverage from 7.0.0 to 7.0.1 in /ci
Bumps coverage from 7.0.0 to 7.0.1.

Changelog

Sourced from coverage's changelog.

Version 7.0.1 — 2022-12-23

When checking if a file mapping resolved to a file that exists, we weren't considering files in .whl files. This is now fixed, closing issue 1511_.

File pattern rules were too strict, forbidding plus signs and curly braces in directory and file names. This is now fixed, closing issue 1513_.

Unusual Unicode or control characters in source files could prevent reporting. This is now fixed, closing issue 1512_.

The PyPy wheel now installs on PyPy 3.7, 3.8, and 3.9, closing issue 1510_.

.. _issue 1510: nedbat/coveragepy#1510 .. _issue 1511: nedbat/coveragepy#1511 .. _issue 1512: nedbat/coveragepy#1512 .. _issue 1513: nedbat/coveragepy#1513

.. _changes_7-0-0:

Commits

c5cda3a docs: releases take a little bit longer now

9d4226e docs: latest sample HTML report

8c77758 docs: prep for 7.0.1

da1b282 fix: also look into .whl files for source

d327a70 fix: more information when mapping rules aren't working right.

35e249f fix: certain strange characters caused reporting to fail. #1512

152cdc7 fix: don't forbid plus signs in file names. #1513

31513b4 chore: make upgrade

873b059 test: don't run tests on Windows PyPy-3.9

5c5caa2 build: PyPy wheel now installs on 3.7, 3.8, and 3.9. #1510

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Area: Infrastructure Type: Maintenance
opened by dependabot[bot] 0
Use `help` parameter for traits rather than setting __doc__

Currently all the traits in the simplified plotting interface are documented by setting the __doc__ attribute. Traits have a help parameter in the constructor that we can use instead, and with traitlets 5.8.0, this now maps to the __doc__ attribute.

We should update, though we should check on whether there are other impacts of this beyond just building our docs (e.g. in jupyter environments). If there are jupyter ramifications, we probably want to wait a bit before making 5.8.0 our minimum version.
Type: Maintenance Area: Docs good first issue

opened by dopplershift 0

Releases(v1.4.0)

v1.4.0(Dec 23, 2022)
Highlights

Fully projection/spherical-aware spatial derivative calculations (e.g. vorticity, divergence)

Added calculations for SWEAT index, Convective Condensation Level (CCL), and convective temperature

ArrowPlot and RasterPlot added to the simplified plotting interface, as well as other enhancements to the simplified plotting interface

Many more examples in docstrings and example gallery

Improve integration with other libraries that use Pint for unit-handling

Converted GINI support to work as a proper xarray backend

New Features 🎉

add declarative layer attributes control by @kgoebber in https://github.com/Unidata/MetPy/pull/2425

add accessor convert to base units by @kgoebber in https://github.com/Unidata/MetPy/pull/2422

Adds ArrowPlot to declarative by @kgoebber in https://github.com/Unidata/MetPy/pull/2644

Adding Raster Plot functionality by @nmartinez233 in https://github.com/Unidata/MetPy/pull/2587

add left and right title option by @kgoebber in https://github.com/Unidata/MetPy/pull/2645

add 2D calculation examples by @kgoebber in https://github.com/Unidata/MetPy/pull/2628

Add SWEAT Index calculate function. by @C2oWisComing in https://github.com/Unidata/MetPy/pull/2580

Implement convective condensation level (CCL) by @Z-Richard in https://github.com/Unidata/MetPy/pull/2550

Enhancements 😄

Update media page by @dopplershift in https://github.com/Unidata/MetPy/pull/2428

Improve the docs for Bunkers storm motion by @dopplershift in https://github.com/Unidata/MetPy/pull/2503

Add docstring examples for thickness_hydrostatic by @Z-Richard in https://github.com/Unidata/MetPy/pull/2530

DOCS: Add numerous calculation examples by @kgoebber in https://github.com/Unidata/MetPy/pull/2588

DOCS: create .magnitude tutorial by @Z-Richard in https://github.com/Unidata/MetPy/pull/2655

Add mean pressure weighted equation by @Daviology38 in https://github.com/Unidata/MetPy/pull/2144

Add numerous sounding examples by @kgoebber in https://github.com/Unidata/MetPy/pull/2629

Clarify meaning of bottom_up_search by @dopplershift in https://github.com/Unidata/MetPy/pull/2696

Enable sphinx nitpicky by @zbruick in https://github.com/Unidata/MetPy/pull/1147

Use Pint Application Registry by @dopplershift in https://github.com/Unidata/MetPy/pull/2272

Update GINI Xarray support by @dopplershift in https://github.com/Unidata/MetPy/pull/2635

Add axis labels to some sounding examples by @dopplershift in https://github.com/Unidata/MetPy/pull/2717

Improve the docs for absolute_momentum by @dopplershift in https://github.com/Unidata/MetPy/pull/2735

Add vertical_dim to several index calculations by @dopplershift in https://github.com/Unidata/MetPy/pull/2744

DOC: Add links to BAMS article 🎉 by @dopplershift in https://github.com/Unidata/MetPy/pull/2771

Change default SPECI parsing by @nawendt in https://github.com/Unidata/MetPy/pull/2819

Derivatives & map factors by @dcamron in https://github.com/Unidata/MetPy/pull/2743

Bugs Fixed 🐛

DOC: switch order of Parameters in specific_humidity_from_dewpoint by @raybellwaves in https://github.com/Unidata/MetPy/pull/2421

fix isentropic example by @kgoebber in https://github.com/Unidata/MetPy/pull/2424

Fix value mapper for NEXRAD DPR product by @dopplershift in https://github.com/Unidata/MetPy/pull/2442

TEST: Collapse the NIDS tests together by @dopplershift in https://github.com/Unidata/MetPy/pull/2447

adds RGB image ability to declarative by @kgoebber in https://github.com/Unidata/MetPy/pull/2469

catch metar visibility with zero denominator by @akrherz in https://github.com/Unidata/MetPy/pull/2653

Fix truncated text and decode SPCL obs by @nawendt in https://github.com/Unidata/MetPy/pull/2658

DOC: Fix artifact in NEXRAD level 2 example by @dopplershift in https://github.com/Unidata/MetPy/pull/2668

DOC: Correct mixed_layer_cape_cin example by @dopplershift in https://github.com/Unidata/MetPy/pull/2659

Fix resolution of grids generated by interpolate by @dopplershift in https://github.com/Unidata/MetPy/pull/2674

Add metadata to output of gdxarray by @sgdecker in https://github.com/Unidata/MetPy/pull/2691

fix mixing lines keyword args bug by @AndrewLoeppky in https://github.com/Unidata/MetPy/pull/2326

set default METAR year, month from UTC date by @akrherz in https://github.com/Unidata/MetPy/pull/2701

Interpolate broadcasting by @dopplershift in https://github.com/Unidata/MetPy/pull/2728

Improve default BarbPlot zorder by @dopplershift in https://github.com/Unidata/MetPy/pull/2752

Fix ContourPlot default linestyle by @dopplershift in https://github.com/Unidata/MetPy/pull/2751

Fix Natural Neighbor Verification example by @dopplershift in https://github.com/Unidata/MetPy/pull/2761

Parse 1/16SM visibility in METARs by @dopplershift in https://github.com/Unidata/MetPy/pull/2808

Ensure degree units by default for lat/lon in xarray by @dopplershift in https://github.com/Unidata/MetPy/pull/2852

Other Changes

Fix linkcheck by @dopplershift in https://github.com/Unidata/MetPy/pull/2433

MNT: Tweak Dependabot config by @dopplershift in https://github.com/Unidata/MetPy/pull/2477

Fix image tests by @dopplershift in https://github.com/Unidata/MetPy/pull/2492

Fix compatibility with future Pint by @dopplershift in https://github.com/Unidata/MetPy/pull/2496

Update numpydoc link by @dcamron in https://github.com/Unidata/MetPy/pull/2501

Remove "united" as meaning "having units" by @dopplershift in https://github.com/Unidata/MetPy/pull/2432

Ignore EHP heat index reference in link check by @dcamron in https://github.com/Unidata/MetPy/pull/2528

Add missing CF projection variable to test file by @dopplershift in https://github.com/Unidata/MetPy/pull/2531

Code changes using azimuth_range_to_lat_lon by @nmartinez233 in https://github.com/Unidata/MetPy/pull/2538

Update links to Xarray docs by @dopplershift in https://github.com/Unidata/MetPy/pull/2617

Update link to THREDDS server by @dopplershift in https://github.com/Unidata/MetPy/pull/2623

rebuild metar_parser with canopy 0.4.0 by @akrherz in https://github.com/Unidata/MetPy/pull/2654

Fix inconsistent R_v and Cp_l unit definitions by @dcamron in https://github.com/Unidata/MetPy/pull/2656

MNT: Update SkewXAxis for Matplotlib 3.6 by @dopplershift in https://github.com/Unidata/MetPy/pull/2667

DOC: Improve some formatting issues in docstrings by @dopplershift in https://github.com/Unidata/MetPy/pull/2673

Bump image test tolerance for osx-arm64 by @dcamron in https://github.com/Unidata/MetPy/pull/2688

Update GEMPAK comparison guide by @dopplershift in https://github.com/Unidata/MetPy/pull/2689

Point nonmult units link to pint stable by @dcamron in https://github.com/Unidata/MetPy/pull/2727

Update reference and link for WMO#8 manual (Fixes #2737) by @dopplershift in https://github.com/Unidata/MetPy/pull/2738

Update link for Pint temperature unit docs by @dopplershift in https://github.com/Unidata/MetPy/pull/2767

DOC: Update link to WMO8 again by @dopplershift in https://github.com/Unidata/MetPy/pull/2781

Bump image threshold by @dopplershift in https://github.com/Unidata/MetPy/pull/2805

Conditionally define percent unit by @dopplershift in https://github.com/Unidata/MetPy/pull/2813

MNT: Update link for TDS by @dopplershift in https://github.com/Unidata/MetPy/pull/2851

New Contributors

@Z-Richard made their first contribution in https://github.com/Unidata/MetPy/pull/2530

@nmartinez233 made their first contribution in https://github.com/Unidata/MetPy/pull/2538

@AndrewLoeppky made their first contribution in https://github.com/Unidata/MetPy/pull/2326

@Daviology38 made their first contribution in https://github.com/Unidata/MetPy/pull/2144

Full Changelog: https://github.com/Unidata/MetPy/compare/v1.3.0...v1.4.0
Source code(tar.gz)
Source code(zip)
v1.3.1(Jul 5, 2022)
This is a bug fix release for 1.3.0.

Highlights

Fixed Plotting RGB imagery with the simplified plotting interface

Fixed scaling of values for NEXRAD DPR (Digital Precipitation Rate) products

Fixed compatibility with future releases of Pint

Various doc and example fixes

Bugs Fixed 🐛

DOC: switch order of Parameters in specific_humidity_from_dewpoint (backport) by @github-actions in https://github.com/Unidata/MetPy/pull/2561

fix isentropic example (backport) by @github-actions in https://github.com/Unidata/MetPy/pull/2564

Fix value mapper for NEXRAD DPR product (backport) by @github-actions in https://github.com/Unidata/MetPy/pull/2567

TEST: Collapse the NIDS tests together (backport) by @github-actions in https://github.com/Unidata/MetPy/pull/2568

adds RGB image ability to declarative (backport) by @github-actions in https://github.com/Unidata/MetPy/pull/2569

Other Changes

Remove "united" as meaning "having units" (backport) by @github-actions in https://github.com/Unidata/MetPy/pull/2566

Fix compatibility with future Pint (backport) by @github-actions in https://github.com/Unidata/MetPy/pull/2570

Update numpydoc link (backport) by @github-actions in https://github.com/Unidata/MetPy/pull/2572

Add missing CF projection variable to test file (backport) by @github-actions in https://github.com/Unidata/MetPy/pull/2573

Update media page (backport) by @github-actions in https://github.com/Unidata/MetPy/pull/2565

Improve the docs for Bunkers storm motion (backport) by @github-actions in https://github.com/Unidata/MetPy/pull/2571

Full Changelog: https://github.com/Unidata/MetPy/compare/v1.3.0...v1.3.1
Source code(tar.gz)
Source code(zip)
v1.3.0(Apr 6, 2022)
Highlights

Dropped support for Python 3.7

Station information lookup now better documented works like a standard Python mapping

Fixed problems with parcel profile functions and repeated pressure values

Fixed some CF coordinate and unit identification bugs

Fix for reading NEXRAD data from S3 with newer versions of Botocore

Fixed wet_bulb_temperature to accept NumPy scalars

Fixed problem using smoothing and unit conversion together in simplified plotting interface

Enhancements 😄

Make StationLookup a proper Mapping by @dopplershift in https://github.com/Unidata/MetPy/pull/2398

Doc/warning improvements by @dopplershift in https://github.com/Unidata/MetPy/pull/2415

Bugs Fixed 🐛

DOC: Update README installation guide URL by @mathomp4 in https://github.com/Unidata/MetPy/pull/2306

Retaining global attrs on MetPyDatasetAccessor.quantify() by @lpilz in https://github.com/Unidata/MetPy/pull/2312

Update coord criteria regex so that X prefixes or _ infixes don't break it by @jthielen in https://github.com/Unidata/MetPy/pull/2347

Miscellaneous Maintenance by @dopplershift in https://github.com/Unidata/MetPy/pull/2348

Fix unit power regex for parentheses handling by @jthielen in https://github.com/Unidata/MetPy/pull/2380

NEXRAD misc updates by @dopplershift in https://github.com/Unidata/MetPy/pull/2381

Fix wet_bulb_temperature for NumPy scalars by @jthielen in https://github.com/Unidata/MetPy/pull/2402

Fix declarative smoothing bug by @kgoebber in https://github.com/Unidata/MetPy/pull/2385

Drop repeat pressures in moist region of parcel_profile by @dcamron in https://github.com/Unidata/MetPy/pull/2412

Other Changes

Drop Python 3.7 by @dopplershift in https://github.com/Unidata/MetPy/pull/2317

Bump test tolerance by @dopplershift in https://github.com/Unidata/MetPy/pull/2328

Bump scipy and pandas minimum versions by @dopplershift in https://github.com/Unidata/MetPy/pull/2329

TEST: Update reference image (Fixes #2391) by @dopplershift in https://github.com/Unidata/MetPy/pull/2395

Update Codacy link in the dev docs by @dopplershift in https://github.com/Unidata/MetPy/pull/2405

DOC: add import to wind_components doc string example by @raybellwaves in https://github.com/Unidata/MetPy/pull/2300

New Contributors

@mathomp4 made their first contribution in https://github.com/Unidata/MetPy/pull/2306

@lpilz made their first contribution in https://github.com/Unidata/MetPy/pull/2312

Full Changelog: https://github.com/Unidata/MetPy/compare/v1.2.0...v1.3.0
Source code(tar.gz)
Source code(zip)
v1.2.0(Jan 23, 2022)
Highlights

Added K-Index and Totals Totals sounding index functions

Added wind gusts to parse METAR output

Significant performance increase for moist lapse and a variety of related functions

GEMPAK sounding reader is much faster now

Fixed SkewT compatibility with Matplotlib 3.5

Fixes for a variety of edge cases in moist_lapse

Variety of bugs fixed in METAR and GEMPAK readers

Full support for Python 3.10

New Features 🎉

Add K Index calculate function. by @C2oWisComing in https://github.com/Unidata/MetPy/pull/1990

SPC convective outlook example by @23ccozad in https://github.com/Unidata/MetPy/pull/2021

Add a fixture that provides numpy, masked, and dask array functions by @rpmanser in https://github.com/Unidata/MetPy/pull/1935

NHC wind probabilities example by @23ccozad in https://github.com/Unidata/MetPy/pull/2034

Add TT, VT and CT calculate function. by @C2oWisComing in https://github.com/Unidata/MetPy/pull/2113

Enhancements 😄

Avoid error when wind and vis groups are in the wrong order by @sgdecker in https://github.com/Unidata/MetPy/pull/2019

Documentation equation improvements by @dopplershift in https://github.com/Unidata/MetPy/pull/2035

Improve the error message when metpy_crs is missing by @sgdecker in https://github.com/Unidata/MetPy/pull/2056

Add note showing real-world case to upper-air example by @sgdecker in https://github.com/Unidata/MetPy/pull/2054

Infer name of station ID key in add_station_lat_lon by @sgdecker in https://github.com/Unidata/MetPy/pull/2053

Add wind gusts to parsed METAR output by @dopplershift in https://github.com/Unidata/MetPy/pull/2076

Fix lifted_index cannot calculate when data at 500 hpa is missing by @C2oWisComing in https://github.com/Unidata/MetPy/pull/2110

Doc fixes in kinematics.py by @sgdecker in https://github.com/Unidata/MetPy/pull/2168

allow range for contours by @kgoebber in https://github.com/Unidata/MetPy/pull/2152

add smoothing for declarative by @kgoebber in https://github.com/Unidata/MetPy/pull/2156

Readme Tweaks by @dopplershift in https://github.com/Unidata/MetPy/pull/2206

Add zoom interpolation function by @kgoebber in https://github.com/Unidata/MetPy/pull/2155

Add description of scale to declarative tutorial by @sgdecker in https://github.com/Unidata/MetPy/pull/2273

Refactor moist_lapse by @dopplershift in https://github.com/Unidata/MetPy/pull/2263

Validate declarative interface attributes by @sgdecker in https://github.com/Unidata/MetPy/pull/2170

Bugs Fixed 🐛

Swap "See Also" and "Notes" section in docs by @brianlo747 in https://github.com/Unidata/MetPy/pull/2036

Clarify degree to which DDT is implemented by @sgdecker in https://github.com/Unidata/MetPy/pull/2048

Fix name of time_window attribute in declarative tutorial by @sgdecker in https://github.com/Unidata/MetPy/pull/2058

Fix UnboundLocalError in snxarray by @nawendt in https://github.com/Unidata/MetPy/pull/2057

Add argument name check in preprocess_and_wrap, and fix dewpoint_from_specific_humidity by @jthielen in https://github.com/Unidata/MetPy/pull/2073

Fix broken links in GEMPAK Comparison Guide by @sgdecker in https://github.com/Unidata/MetPy/pull/2085

Allow adjacent points in sounding to have the same pressure by @sgdecker in https://github.com/Unidata/MetPy/pull/2089

A couple of doc fixes by @dopplershift in https://github.com/Unidata/MetPy/pull/2068

Store grid mapping on metpy_crs coord rather than DataArray attrs in GEMPAK reader by @jthielen in https://github.com/Unidata/MetPy/pull/2066

Updated URL for beginner issues by @wxman22 in https://github.com/Unidata/MetPy/pull/2114

Convert instances of boolean indexing to ndarrays to pass dask tests in basic module by @rpmanser in https://github.com/Unidata/MetPy/pull/2090

fix bug 2137 use scale with barbs by @kgoebber in https://github.com/Unidata/MetPy/pull/2140

Fix plot_kwargs bug by @kgoebber in https://github.com/Unidata/MetPy/pull/2148

Fix incorrect name in Declarative Tutorial by @sgdecker in https://github.com/Unidata/MetPy/pull/2172

Correct docs for search_radius in interpolate functions by @dopplershift in https://github.com/Unidata/MetPy/pull/2184

Correct array shape typos in natural_neighbor_to_grid by @jthielen in https://github.com/Unidata/MetPy/pull/2216

Fix GEMPAK date parsing by @sgdecker in https://github.com/Unidata/MetPy/pull/2231

BUG: Fix handling of reference level for moist_lapse (Fixes #2128) by @dopplershift in https://github.com/Unidata/MetPy/pull/2239

Update stations.txt by @russ-schumacher in https://github.com/Unidata/MetPy/pull/2274

Handle truncated vertical visibility by @sgdecker in https://github.com/Unidata/MetPy/pull/2270

Unit support for interpolation functions by @dopplershift in https://github.com/Unidata/MetPy/pull/2271

Other Changes

Denote unused return value as such by @dopplershift in https://github.com/Unidata/MetPy/pull/2026

Misc cleanups by @dopplershift in https://github.com/Unidata/MetPy/pull/2029

CITATION.cff 1.2.0 by @dcamron in https://github.com/Unidata/MetPy/pull/2143

Ejssm citations by @dcamron in https://github.com/Unidata/MetPy/pull/2142

Python 3.10 by @dopplershift in https://github.com/Unidata/MetPy/pull/2177

run conda tests on python 3.10 by @akrherz in https://github.com/Unidata/MetPy/pull/2214

Matplotlib Updates by @dopplershift in https://github.com/Unidata/MetPy/pull/2179

Fix linkchecker build by @dopplershift in https://github.com/Unidata/MetPy/pull/2221

Ignore flaky AMS meeting link by @dopplershift in https://github.com/Unidata/MetPy/pull/2223

DOC: Fix redirecting link (Fixes #2234) by @dopplershift in https://github.com/Unidata/MetPy/pull/2236

Reduce warning to a debug log message by @dopplershift in https://github.com/Unidata/MetPy/pull/2241

MNT: Update test images by @dopplershift in https://github.com/Unidata/MetPy/pull/2249

Sourcery refactored main branch by @sourcery-ai in https://github.com/Unidata/MetPy/pull/1848

Replace pytest.warns(None) by @dopplershift in https://github.com/Unidata/MetPy/pull/2245

Fix up xarray doc links redirecting by @dopplershift in https://github.com/Unidata/MetPy/pull/2260

Math tweaks by @dopplershift in https://github.com/Unidata/MetPy/pull/2261

Add __repr__ to TreeNode objects by @sgdecker in https://github.com/Unidata/MetPy/pull/2269

support versions like x.y in docs/conf.py by @akrherz in https://github.com/Unidata/MetPy/pull/2291

Improve some thermo calculation bottlenecks by refactoring how units are handled by @jthielen in https://github.com/Unidata/MetPy/pull/2064

New Contributors

@C2oWisComing made their first contribution in https://github.com/Unidata/MetPy/pull/1990

@brianlo747 made their first contribution in https://github.com/Unidata/MetPy/pull/2036

@wxman22 made their first contribution in https://github.com/Unidata/MetPy/pull/2114

@russ-schumacher made their first contribution in https://github.com/Unidata/MetPy/pull/2274

Full Changelog: https://github.com/Unidata/MetPy/compare/v1.1.0...v1.2.0
Source code(tar.gz)
Source code(zip)
v1.1.0(Aug 9, 2021)
This is the first feature release since 1.0.

Highlights

Added classes to read a variety of data in GEMPAK-formatted files

Added showalter_index calculation

Added PlotGeometry to the simplified plotting interface, which makes it easy to plot a variety of geospatial data (e.g. SPC convective outlooks or NHC hurricane wind swaths in geojson format). See this notebook for examples.

Significantly improved METAR parser to output both the visibility and remarks part of the reports, as well as better handle more weather codes (like 'FU')

Improvements to simplified plotting interface including better notebook tab completion, support for controlling font size, and GEMPAK-like zooming on areas (e.g. '+us')

Improved detection of problematic soundings in calculations

Dropped support for Python <3.7 and NumPy <1.17

Reduced the time it takes to import metpy.io

Fixed up a variety of unit issues in calculations

Contributors

@dopplershift, @joejoezz, @dcamron, @C2oWisComing, @jthielen, @github-actions[bot], @lswenson, @kgoebber, @23ccozad, @sgdecker, @ShunsukeHoshino, @jrleeman, @albernsrya, @lbunting, @dlaw, @akrherz, @mabaxter, @michaelavs, @nawendt, @eliteuser26 contributed code to this release.

Issues Closed

Issue 2005 - calc.moist_lapse returns incorrect values for Fahrenheit

Issue 1999 - Showalter Index calculation difference from value in Wyoming upperair website

Issue 1981 - Nightly build is failing

Issue 1970 - Fix unit-handling in azimuth_range_to_lat_lon

Issue 1951 - METAR parser not handling 'FU' code

Issue 1948 - Error in absolute_momentum (bug in normal_component?)

Issue 1945 - Plotting geoJSON and shapefiles

Issue 1938 - get_layer heights unit issue

Issue 1916 - Nightly build is failing

Issue 1901 - Level3File import is a bit bloated

Issue 1881 - Getting started information missing

Issue 1839 - Sync dependencies in setup.cfg

Issue 1805 - Ability to change fontsize in declarative interface

Issue 1791 - Support pyproj 3

Issue 1775 - reduce_point_density and bad points

Issue 1719 - copy() method for declarative interface

Issue 1674 - Refactor mean_pressure_weighted

Issue 1549 - Bounds issue with precipitable water

Issue 1546 - Drop Python 3.6

Issue 1306 - Visibility and Remarks in metar decoder not available in Pandas dataframe

Issue 1288 - Declarative extent zooming in/out

Issue 1278 - Declarative Plotting Tab Completion

Issue 968 - Set module on exported functions, etc.

Issue 630 - Add Showalter and Modified Showalter Index

24 issues were closed in this release.

Pull Requests Merged

PR 2009 - Clean up some lint in the GEMPAK reader, by @dopplershift

PR 2008 - Fix passing degF values to some thermo calculations, by @dopplershift

PR 2007 - Fix up Showalter Index calculation, by @dopplershift

PR 2006 - ENH: Ignore bad points in reduce_point_density, by @dopplershift

PR 2004 - Add check_units to geopotential_to_height, by @dcamron

PR 1991 - Create initial CITATION.cff, by @dcamron

PR 1989 - DOC: Fix some equations, by @dopplershift

PR 1986 - Specify coords as dict rather than tuple of tuples in tests, by @jthielen

PR 1978 - Added equation to relative_humidity_from_dewpoint, by @lswenson

PR 1977 - Add unit-awareness to azimuth_range_to_lat_lon function, by @kgoebber

PR 1973 - Plotting Shapely objects in declarative interface, by @23ccozad

PR 1967 - Check that pressure decreases monotonically in parcel calculations, by @sgdecker

PR 1956 - Absolute momentum units bug fix, by @23ccozad

PR 1953 - Large refactoring and improvement to METAR parser, by @dopplershift

PR 1947 - Set up isort, by @dopplershift

PR 1943 - Units bug fix for _get_bound_pressure_height, by @23ccozad

PR 1942 - Hodograph fixes, by @dopplershift

PR 1939 - Codespell, by @dopplershift

PR 1937 - Cleaning up analysis warnings, by @dopplershift

PR 1934 - Code scanning, by @dopplershift

PR 1932 - Update test_declarative.py, by @albernsrya

PR 1931 - Update xarray git install for nightly build, by @dopplershift

PR 1928 - Improve some import handling, by @dopplershift

PR 1926 - More descriptive errors for precipitable_water, by @23ccozad

PR 1925 - Improve nightly build logs, by @dopplershift

PR 1924 - Refactor dimensionality comparisons to check(), by @23ccozad

PR 1921 - Remove any Pint objects from METAR parser output, by @23ccozad

PR 1920 - Interpret inverse_flattening = 0 as spherical datum in mapping.py, by @lbunting

PR 1914 - Refactor mean_pressure_weighted(), by @23ccozad

PR 1913 - CI: Add flake8-continuation to our plugin suite, by @dopplershift

PR 1908 - Improved formatting of notes section of METAR parser, by @23ccozad

PR 1907 - Region modifiers with '+' or '-' suffix, by @23ccozad

PR 1903 - Clean up declarative dir and tab-completion, by @dcamron

PR 1899 - Add font size traits to various classes, by @23ccozad

PR 1896 - Drop our explicit pillow dependency for sphinx-gallery, by @dcamron

PR 1885 - Minor simplifications for the IO code, by @dopplershift

PR 1884 - Copy method for declarative interface, by @23ccozad

PR 1882 - Clarify environment installation steps in CONTRIBUTING, by @dcamron

PR 1879 - Reorganization of declarative syntax, by @kgoebber

PR 1876 - fixes bug in issue 1758, by @kgoebber

PR 1869 - BUG: Fix unit-handling in heat_index (Fixes #1867), by @dopplershift

PR 1866 - Fix assign milestone action, by @dopplershift

PR 1861 - Bump minimum dependency NumPy to >=1.17, by @dcamron

PR 1842 - Reduce duplication in minimum dependencies, by @dopplershift

PR 1841 - Drop support for Python 3.6, by @dopplershift

PR 1840 - lazy load station_info only when used #1320, by @akrherz

PR 1673 - Adding Showalter Index to Thermo Functions, by @michaelavs

PR 1656 - Add GEMPAK IO module, by @nawendt

PR 985 - Set module for exported functions., by @dopplershift

49 pull requests were closed in this release.
Source code(tar.gz)
Source code(zip)
v1.0.1(Apr 28, 2021)
Bug fixes for 1.0

Highlights

Fixed issue with passing masked arrays to get_layer. Also standardized internal unit handling to avoid more of these issues

Fixed nan-handling and wet_bulb_temperature

Fixed NEXRAD parsing with legacy-formatted files

Fixed declarative contour plotting with global data

Fixed issue where .metpy.units would break lazy loading of xarray data

Fixed Bunkers storm motion to properly non-pressure-weighted means

Fixed unit behavior in mean_pressure_weighted

Contributors

@dopplershift, @dcamron, @akrherz, @jthielen, @zmoon, @jsillin, @kgoebber, @ddirks, @aschueth, @jrleeman contributed code to this release.

Issues Closed

Issue 1748 - parse_cf loads all data into memory when grid_mapping is missing since .metpy.units checks .data

Issue 1737 - Address numpy 1.20 DeprecationWarning for np.{bool,int,float}

Issue 1726 - Release note links incorrect

Issue 1716 - Copyright in footer 2021-2020

Issue 1705 - Wet Bulb Sounding Computation fails to converge after 50 iterations, value is nan

Issue 1648 - Fix incorrect cross-section coordinates

Issue 1635 - mean_pressure_weighted unit behavior

Issue 1628 - Release docs action

Issue 1361 - Bunkers motion using pressure-weighted mean instead of normal mean

In this release 9 issues were closed.

Pull Requests Merged

PR 1837 - Misc release items, by @dopplershift

PR 1836 - CI: Add workflow for managing version listing, by @dopplershift

PR 1833 - NEXRAD fixes, by @dopplershift

PR 1832 - Fix .metpy.units checking .data for units and loading data into memory, by @dcamron

PR 1819 - Fix up internal multiplication by units, by @dopplershift

PR 1811 - Fix wet_bulb_temperature with nans, by @dopplershift

PR 1810 - Remove stray viridis.tbl file, by @dopplershift

PR 1809 - Use HTML API for release note links, by @dopplershift

PR 1796 - MNT: remove upper bound on pyproj version, by @akrherz

PR 1738 - address numpy 1.20 deprecation of np.{bool,int,float}, by @akrherz

PR 1736 - use set_yticklabels in examples/meteogram_metpy, by @akrherz

PR 1732 - Fix copyright in docs, by @dopplershift

PR 1725 - Update for rename of master branch to main, by @dopplershift

PR 1681 - fix declarative contour plotting of global data, by @kgoebber

PR 1680 - Reduce the size of the "new" and "old" icons, by @ddirks

PR 1679 - Non-pressure weighted bunkers storm motion, by @aschueth

PR 1675 - MNT: Update readme for 1.0 release, by @dopplershift

PR 1651 - Remove misleading fallback to lat/lon CRS when only 2D lat/lon present, by @jthielen

PR 1639 - fix bug in issue 1635, by @kgoebber

In this release 19 pull requests were closed.
Source code(tar.gz)
Source code(zip)
v1.0.0(Dec 22, 2020)
Our first stable API release. Crux of it will be eliminating all deprecated functionality (like dim_order), ironing out the XArray/units integration, and making sure function calls are something we're willing to support for a few years.

API Changes

dx/dy and dim_x/dim_y arguments divergence and vorticity are now only passable as keyword arguments

Can no longer set values in a DataArray using the unit_array accessor attribute

When DataArray instances are passed as inputs, the returned values are almost always also DataArray instances rather than Pint Quantity instances.

lat_lon_grid_deltas now takes a pyproj.Geod instance directly rather than keyword arguments for constructing one.

Removed dim_order argument--all functions either rely on DataArray metadata or assume data have trailing dimensions as y, x

Remove previously deprecated items

bounds argument to plot_colormapped

tmpk_out argument to isentropic_interpolation

dewpoint_rh

Viridis colortable

Rename many function arguments to be consistent and clear (e.g. potential_temperature instead of thta)

Re-order function arguments to (pressure, temperature, moisture) to be consistent with rest of library:

relative_humidity_wet_psychrometric

psychrometric_vapor_pressure_wet

mixing_ratio_from_relative_humidity

relative_humidity_from_mixing_ratio

relative_humidity_from_specific_humidity

dewpoint_from_specific_humidity

specific_humidity_from_dewpoint

Update signatures for ageostrophic_wind, precipitable_water, and storm_relative_helicity (as warned previously)

Highlights

New documentation layout and theme

Add 1.0 upgrade guide

Update constant values from more robust sources

Better support for taking in xarray DataArrays

Add capability to limit shading of CIN on SkewT

Function to add longitude/latitude to Pandas DataFrame

Support for % as a unit abbreviation in a string

Support for changing barb size on station plots in simplified plotting interface

Fixed up declarative interface docs

Support for returning xarray DataArrays instances from calculations when the inputs are also DataArray instances

Support for inputs where Pint Quantity instances are stored within DataArray instances

Fixes errors when passing masked arrays to various CAPE calculations

Support for Albers Equal Area projection

Many fixes updates for NEXRAD format support, including direct reading of file objects from the NEXRAD S3 archive (from e.g. boto3) and using pathlib.Path instances, as well as some updates for NEXRAD ORPG Build 19.0 changes.

Improve default date handling in parse_metar_file

PyProj >= 2.3 is now a required dependency for calculations, and CartoPy is only needed for related plotting capabilities.

PlotObs.level now defaults to None, or no subsetting.

Using standard library modules importlib.resources and importlib.metadata (and their backports) rather than pkg_resources from setuptools. This fixes errors getting MetPy's version from unconventional installs.

Contributors

@dcamron, @dopplershift, @jthielen, @DanielAdriaansen, @kgoebber, @gewitterblitz, @marcinkawka, @raybellwaves, @MinchinWeb contributed code to this release.

Issues Closed

Issue 1603 - precipitable_water with xarray objects throws dimension error in rc2

Issue 1594 - Citing MetPy in AMS v5.0 latex template

Issue 1590 - Contour interpolation problem

Issue 1588 - Declarative figure size only takes ints

Issue 1574 - Declarative Plotting Error with Unit Conversion and Format Function

Issue 1567 - DOC: startingguide doesn't run

Issue 1550 - Crashing with CartoPy 0.14.1

Issue 1548 - RC2 advection calculation does not get coordinate data from DataArray

In this release 8 issues were closed.

Pull Requests Merged

PR 1627 - Standardize constant and thermophysical properties, by @dcamron

PR 1625 - DataArray Fixes, by @dopplershift

PR 1618 - Finish off upgrade guide, by @dopplershift

PR 1617 - Enable flake8 simplify, by @dopplershift

PR 1614 - Improve the citation information , by @dopplershift

PR 1612 - Handle changed functions in check_units decorator, by @dopplershift

PR 1605 - Redo xarray with MetPy tutorial for 1.0, by @jthielen

PR 1598 - New Automation, by @dopplershift

PR 1595 - fixes plotting error in declarative with hires data, by @kgoebber

PR 1592 - take float or int for figsize in declarative, by @kgoebber

PR 1585 - Windows development fixes, by @dopplershift

PR 1580 - Fix get_layer for float32 data again, by @dopplershift

PR 1579 - Fixes and improvements for wet_bulb_temperature, by @dopplershift

PR 1578 - BUG: Fix for xarray master, by @dopplershift

PR 1577 - Make CartoPy import more robust, by @dopplershift

PR 1576 - Fix PlotObs with units + formatter, by @dopplershift

PR 1575 - Fix xarray support in advection, by @dopplershift

PR 1573 - Python 3.9 support, by @dopplershift

PR 1569 - declarative tutorial, by @kgoebber

PR 1568 - replace data with ds, by @raybellwaves

PR 1554 - MNT: Refactor montgomery_streamfunction, by @dopplershift

PR 1527 - Update target for v1 since it didn't happen in 2019..., by @MinchinWeb

In this release 22 pull requests were closed.
Source code(tar.gz)
Source code(zip)
v1.0.0rc2(Oct 9, 2020)
Version 1.0 (2020/10/08)

Second release candidate for our first stable release.

This log only mentions changes since RC1.

API Changes

dx/dy and dim_x/dim_y arguments divergence and vorticity are now only passable as keyword arguments

Can no longer set values in a DataArray using the unit_array accessor attribute

When DataArray instances are passed as inputs, the returned values are almost always also DataArray instances rather than Pint Quantity instances.

lat_lon_grid_deltas now takes a pyproj.Geod instance directly rather than keyword arguments for constructing one.

Highlights

Support for returning xarray DataArrays instances from calculations when the inputs are also DataArray instances

Support for inputs where Pint Quantity instances are stored within DataArray instances

Fixes errors when passing masked arrays to various CAPE calculations

Support for Albers Equal Area projection

Many fixes updates for NEXRAD format support, including direct reading of file objects from the NEXRAD S3 archive (from e.g. boto3) and using pathlib.Path instances, as well as some updates for NEXRAD ORPG Build 19.0 changes.

Improve default date handling in parse_metar_file

PyProj >= 2.3 is now a required dependency for calculations, and CartoPy is only needed for related plotting capabilities.

PlotObs.level now defaults to None, or no subsetting.

Using standard library modules importlib.resources and importlib.metadata (and their backports) rather than pkg_resources from setuptools. This fixes errors getting MetPy's version from unconventional installs.

Issues Closed

Issue 1519 - Making grid arguments for divergence and vorticity keyword-only as forward-looking API change (PR 1521 by @jthielen)

Issue 1518 - Clean-up cbook.py (PR 1520 by @dopplershift)

Issue 1496 - surface_based_cape_cin fails with masked arrays (PR 1516 by @dopplershift)

Issue 1474 - PlotObs specifies Int as option for level (PR 1524 by @dopplershift)

Issue 1470 - Level2File() cannot open NEXRAD Level II chunk files available on AWS S3 (PR 1476 by @dopplershift)

Issue 1455 - Use PyProj instead of CartoPy for calculations (PR 1483 by @jthielen)

Issue 1446 - Remove Travis release uploading

Issue 1442 - Replace pkg_resources (PR 1510 by @dopplershift)

Issue 1407 - CartoPy required for master (PR 1454 by @dopplershift)

Issue 1367 - Look at using from_bytes (PR 1476 by @dopplershift)

Issue 1366 - NEXRAD Level3File errors out in str (PR 1476 by @dopplershift)

Issue 1354 - How does cross_section recognize projections? (PR 1430 by @jthielen)

Issue 1348 - Declarative Plotting: Plotting strings causes error (PR 1395 by @kgoebber)

Issue 1343 - Support albers_conical_equal_area projection (PR 1344 by @rsignell-usgs)

Issue 1327 - Change defaults for parse_metar_file (PR 1523 by @dcamron)

Issue 1321 - Update setuptools-scm config (PR 1510 by @dopplershift)

Issue 1318 - Fix up coverage (PR 1517 by @dopplershift)

Issue 1300 - API for Dataset Helpers in 1.0 (PR 1303 by @jthielen)

Issue 1201 - Error: Distribution not found (PR 1510 by @dopplershift)

Issue 877 - Can't open level II files: ValueError: year XXXXX is out of range (PR 1476 by @dopplershift)

Issue 845 - Test import with basic install (PR 1454 by @dopplershift)

Issue 10 - Add standard data object (PR 1490 by @jthielen)

In this release 22 issues were closed.

Pull Requests Merged

PR 1527 - Update target for v1 since it didn't happen in 2019..., by @MinchinWeb

PR 1526 - Update copyright year to include 2020, by @MinchinWeb

PR 1524 - Fixing handling of level in PlotObs, by @dopplershift (1474)

PR 1523 - Update metar.py default year, month to keyword-only and None, by @dcamron (1327)

PR 1521 - Make grid args for divergence and vorticity keyword-only, by @jthielen (1519)

PR 1520 - Cleanup cbook, by @dopplershift (1518)

PR 1517 - Fix test coverage reporting, by @dopplershift (1318)

PR 1516 - BUG: Fix passing masked arrays to CAPE/CIN calcs, by @dopplershift (1496)

PR 1510 - Remove uses of pkg_resources, by @dopplershift (1442, 1321, 1201)

PR 1490 - Improved xarray compatibility on function input and output, by @jthielen (896, 1464, 10)

PR 1483 - Use PyProj instead of Cartopy for internal coordinate transforms and rename crs coordinate, by @jthielen (1455)

PR 1476 - IO Updates, by @dopplershift (877, 1470, 1367, 1366)

PR 1473 - Modernize for Python 3 a bit more, by @dopplershift

PR 1454 - Improve testing framework and infrastructure, by @dopplershift (845, 1407)

PR 1441 - Replace use of Dataset.apply and .drop to clear PendingDeprecationWarnings, by @jthielen

PR 1434 - Test maintenance, by @dopplershift (832)

PR 1431 - Fix quantified/units-on-attribute mixtures in tests and derivative calculations for xarray 0.16.0, by @jthielen (1419)

PR 1430 - Xarray accessor updates to remove automatic quantification and in-place operations, by @jthielen (1354)

PR 1415 - MNT:(deps): Bump sphinx from 2.4.4 to 3.1.2 in /ci, by @dependabot[bot]

PR 1396 - Improved data and colormap scaling for Level3File example., by @dlaw

PR 1395 - Adds text plotting to declarative, by @kgoebber (1348)

PR 1391 - MNT: Docs update GEMPAK conversion, by @kgoebber

PR 1381 - Update saturation_mixing_ratio docstring, by @rpmanser

PR 1365 - Latlon from azran, by @kgoebber

PR 1363 - Calculation of Lifted Index, by @eliteuser26 (632)

PR 1346 - Added function to calculate richardson number., by @joernu76

PR 1344 - added albers_conical_equal_area projection, by @rsignell-usgs (1343)

PR 1331 - Adds a scale attribute for declarative syntax, by @kgoebber (1248)

PR 1329 - Convert obs units, by @kgoebber

PR 1326 - Update docs, by @dopplershift

PR 1325 - Switching to Quantity-in-DataArray/NEP 18 Support over DataArray-with-units-attribute, by @jthielen

PR 1314 - Add declarative attribute plot_units, by @kgoebber

PR 1310 - Fix MetPyDatasetAccessor error in assign_latitude_longitude(), by @DanielAdriaansen

PR 1309 - Maintenance, by @dopplershift

In this release 34 pull requests were closed.
Source code(tar.gz)
Source code(zip)
v0.12.2(Aug 6, 2020)
Version 0.12.2 (2020/08/05)

Highlights

Fix compatibility with CartoPy 0.18

Fix compatibility with matplotlib 3.3

Fixed problems using masked arrays in wind_direction, equivalent_potential_temperature, and saturation_equivalent_potential_temperature

Contributors

@jthielen, @kgoebber, @LProx2020, @rpmanser, and @dopplershift contributed code to this release.

Issues Closed

Issue 1427 - Link to Smithsonian Meteorological Tables broken (PR 1443 by @dopplershift)

Issue 1390 - Masked arrays break wind_direction function (PR 1401 by @rpmanser)

Issue 1377 - Say Thanks link broken (PR 1394 by @LProx2020)

Issue 1368 - Cartopy 0.18.0 USCOUNTIES '20m' invalid

Issue 1364 - Issue with mpcalc.equivalent_potential_temperature (PR 1426 by @jthielen)

In this release 5 issues were closed.

Pull Requests Merged

PR 1444 - 0.12 Backports, by @dopplershift

PR 1443 - Fix formatting of link in references, by @dopplershift (1427)

PR 1431 - Fix quantified/units-on-attribute mixtures in tests and derivative calculations for xarray 0.16.0, by @jthielen (1419)

PR 1426 - Fix masked array issue in equivalent potential temperature, by @jthielen (1364)

PR 1425 - Fix _check_argument_units for pint eq returning duck array, by @jthielen

PR 1416 - MNT:(deps): Bump cartopy from 0.17.0 to 0.18.0 in /ci, by @dependabot[bot]

PR 1411 - MNT:(deps): Bump matplotlib from 3.2.1 to 3.3.0 in /ci, by @dependabot[bot]

PR 1401 - Fix masked arrays breaking wind_direction #1390, by @rpmanser (1390)

PR 1394 - Removing 'Say Thanks' Link (#1377), by @LProx2020 (1377)

In this release 9 pull requests were closed.
Source code(tar.gz)
Source code(zip)
v0.12.1(Apr 18, 2020)
Version 0.12.1 (2020/04/17)

Highlights

Fix for incompatibility with XArray 0.15.1

Fix for clabel in simplified plotting interface

A few misc documentation fixes

Fix reading METAR files with bad encoding

Fixed diff with masked arrays with units

Issues Closed

Issue 1295 - Declarative notes

Issue 1277 - Declarative Colorbar Docs Incorrect (PR 1280 by @jrleeman)

In this release 2 issues were closed.

Pull Requests Merged

PR 1355 - More backports for 0.12, by @dopplershift

PR 1349 - Backport convert_coordinate_units (xarray 0.15.1 fix) to 0.12.x, by @jthielen

PR 1345 - Fixed a problem with diff'ing masked_arrays with units., by @joernu76

PR 1323 - Fix clabel, by @kgoebber (1322)

PR 1280 - Fix the documentation around the declarative colorbar, by @jrleeman (1277)

PR 1272 - fixes read of metar file with bad encoding, by @kgoebber

In this release 6 pull requests were closed.
Source code(tar.gz)
Source code(zip)
v1.0.0rc1(Jan 14, 2020)
Version 1.0 RC1 (2020/01/14)

Our first stable release!

API Changes

Removed dim_order argument--all functions either rely on DataArray metadata or assume data have trailing dimensions as y, x

Remove previously deprecated items

bounds argument to plot_colormapped

tmpk_out argument to isentropic_interpolation

dewpoint_rh

Viridis colortable

Rename many function arguments to be consistent and clear (e.g. potential_temperature instead of thta)

Re-order function arguments to (pressure, temperature, moisture) to be consistent with rest of library:

relative_humidity_wet_psychrometric

psychrometric_vapor_pressure_wet

mixing_ratio_from_relative_humidity

relative_humidity_from_mixing_ratio

relative_humidity_from_specific_humidity

dewpoint_from_specific_humidity

specific_humidity_from_dewpoint

Update signatures for ageostrophic_wind, precipitable_water, and storm_relative_helicity (as warned previously)

Highlights

Better support for taking in xarray DataArrays

Add capability to limit shading of CIN on SkewT

Function to add longitude/latitude to Pandas DataFrame

Support for % as a unit abbreviation in a string

Support for changing barb size on station plots in simplified plotting interface

Fixed up declarative interface docs

Issues Closed

Issue 1297 - Misleading Documentation for PanelContainer() (PR 1301)

Issue 1295 - Declarative notes (PR 1298)

Issue 1287 - The great dim_order removal (PR 1302)

Issue 1283 - Issues with XArray master (PR 1285)

Issue 1277 - Declarative Colorbar Docs Incorrect (PR 1280)

Issue 1276 - Doc Navigation Naming (PR 1294)

Issue 1274 - Unable to change color of wind barbs (PR 1294)

Issue 1271 - Image tests failing with Pint 0.10 (PR 1282)

Issue 1269 - Fix up build against xarray/pint master

Issue 1268 - Update link for heat index docs (PR 1294)

Issue 1249 - Documentation for axes in gradient calc (PR 1260)

Issue 1220 - LFC calculation

Issue 1134 - Parse CF/UDUNITS-style powers of units (PR 1281)

Issue 1127 - Removals/Deprecations in 1.0 (PR 1286)

Issue 1113 - Naming consistency (PR 1299)

Issue 1112 - ageostrophic_wind call signature (PR 1286)

Issue 983 - Masked arrays break units

Issue 861 - Add limiting to shade CAPE/CIN (PR 1139)

In this release 18 issues were closed.

Pull Requests Merged

1303 - Implement basic coordinate/CRS/attribute dataset helpers

PR 1302 - Remove dim_order (1287)

PR 1301 - Clarify documentation on layers traits (1297)

PR 1299 - Renames (1113)

PR 1298 - Declarative fixes (1295)

PR 1294 - Misc small items (1276, 1274, 1268)

PR 1286 - Removals of all deprecated stuff (1127, 1112)

PR 1285 - Refactor parse_cf to not modify coordinates inplace (1283)

PR 1282 - More pint fixes (1271)

PR 1281 - Add percent sign and UDUNITS exponent syntax support via Pint's new preprocessor option (1134)

PR 1280 - Fix the documentation around the declarative colorbar (1277)

PR 1273 - adds function to lookup and add station lat/lon to dataframe

PR 1272 - fixes read of metar file with bad encoding

PR 1267 - adds functionality to obs declarative

PR 1264 - Add station plot locations

PR 1260 - Refactor xarray grid deltas calculation to handle axis order flexibly (912, 1249, 1249)

PR 1223 - Add arbitrary window smoother and refactor existing smoothers (665)

PR 1139 - Limit shading of CIN (861)

In this release 17 pull requests were closed.
Source code(tar.gz)
Source code(zip)
v0.12.0(Jan 6, 2020)
Version 0.12 (2020/01/05)

This is the first release that only supports Python 3.

API Changes

precipitable_water now issues a FutureWarning due to an impending change to its function signature in 1.0--this will change the signature to precipitable_water(pressure, dewpt, *, bottom=None, top=None) for better consistency with the rest of the library. To avoid this warning, import the function with from metpy.future import precipitable_water

storm_relative_helicity now issues a FutureWarning due to an impending change to its function signature in 1.0--this will change the signature to storm_relative_helicity(heights, u, v, depth, *, bottom, storm_u, storm_v) for better consistency with the rest of the library. To avoid this warning, import the function with from metpy.future import storm_relative_helicity

dewpoint_rh has been deprecated in favor of dewpoint_from_relative_humidity, and will be removed in 1.0

Removed previously deprecated functions get_wind_components, get_wind_dir, get_wind_speed, interp, interpolate_nans, and log_interp as well as the metpy.gridding sub-package.

Highlights

Added parser for METAR-formatted reports

Update NEXRAD Level2File to handle future format changes

Added calculation mixed_layer_cape_cin

geopotential <-> height calculations modified to use standard gravity

Added declarative interface for station plots

Added arrows to go with barbs on station plots

Added support for Python 3.8, dropped support for Python 2.7

Compatibility fixes for future versions of Pint

Enhancements to xarray coordinate identification

Fixed average spacing calculation in interpolation

Added 'wide' and 'most_cape' options for LFC/EL

Added wx_code_to_numeric for converting text weather codes (e.g. '+SNRA') to corresponding WMO code.

Contributors

@ahijevyc, @akrherz, @jthielen, @kgoebber, @mgrover1, @zbruick, and @dopplershift contributed code to this release.

Issues Closed

Issue 1245 - Fix title in Four Panel Example (PR 1246)

Issue 1239 - Update NEXRAD Level2File for TDWR (PR 1251)

Issue 1235 - Consider re-ordering arguments for precipitable_water (PR 1244)

Issue 1230 - Average Spacing calculation in interpolation incorrect (PR 1255)

Issue 1229 - Remove Cartopy workaround from stationplot (PR 1254)

Issue 1222 - Tests failing with matplotlib 3.2.0rc1 (PR 1242)

Issue 1221 - smooth_n_point doesn't work with temperature units (PR 1253)

Issue 1211 - metpy.calc.tools imports metpy.calc.basic which creates potential circular import (PR 1213)

Issue 1207 - Declarative show() does not pop up GUI (PR 1254)

Issue 1185 - Add explicit API for mixed layer CAPE/CIN calculation (PR 1145)

Issue 1183 - metpy.testing.assert_array_almost_equal fails to compare array with masked array

Issue 1090 - Change xarray coordinate identification to enforce dimensionality and allow both lat/lon and x/y identification (PR 1236)

Issue 955 - Allow barbs and arrows for station plots (PR 1148)

Issue 870 - Removals/Deprecations in MetPy 0.12 (PR 1195)

Issue 862 - CAPE/CIN calculations for soundings with 'multiple' LFCs (PR 1138)

Issue 70 - METAR parsing

In this release 16 issues were closed.

Pull Requests Merged

PR 1266 - Fixes

PR 1262 - fix docs

PR 1261 - Still further updates to pint master branch compatibility

PR 1259 - Update PlotObs for time and station dimension naming

PR 1257 - add exception catch

PR 1255 - Fix interpolation average spacing (1230)

PR 1254 - Plotting fixes (1229, 1207)

PR 1253 - Fix smoothing unit-handling (1221, 1138)

PR 1252 - MNT: Add another NEXRAD file for testing

PR 1251 - NEXRAD Updates (1239)

PR 1250 - Further updates to pint master branch compatibility

PR 1246 - MNT: Update examples for date plotting (1245)

PR 1244 - Update some function signatures (1235)

PR 1242 - Fixes for pre-releases (1222)

PR 1241 - Adds a declarative syntax for point observations

PR 1238 - Adds function to get numeric wx code

PR 1236 - Modify xarray coordinate identification from CF axis to generic labels, permitting latitude/longitude identification (1090, 1090)

PR 1233 - Refactor _reassign_quantity_indexer to avoid modifying dict keys while iterating

PR 1227 - Add example to PW docstring (1226)

PR 1225 - Identify 'lv_' variables as vertical coordinates.

PR 1217 - Update xarray time derivative for subsecond precision

PR 1213 - avoid potential circular ref by lazy import (1211)

PR 1212 - Add support for Python 3.8

PR 1208 - Deprecate dewpoint_rh in favor of dewpoint_from_relative_humidity

PR 1195 - Removal of deprecations for 0.12 (870)

PR 1174 - Change geopotential <-> height formulas to use standard gravity

PR 1163 - Drop support for Python 2.7! (801)

PR 1148 - Add arrows to StationPlot (955)

PR 1145 - Add mixed-layer CAPE (1185)

PR 1138 - Add 'wide' and 'most_cape' options for LFC/EL, options for CAPE (862)

PR 1081 - METAR Parsing Tools

In this release 31 pull requests were closed.
Source code(tar.gz)
Source code(zip)
v0.11.1(Oct 18, 2019)
Version 0.11.1 (2019/10/18)

Highlights

Fixed compatibility with XArray v0.14

Fixed several bugs in sounding calculations

Fixed units requirement on divergence calculation

Added link to Python gallery in docs sidebar

Fixed issue with pint and masked arrays

Issues Closed

Issue 1203 - Issues with xarray v0.14

Issue 1199 - LCL doesn't handle arrays correctly

Issue 1196 - divergence calculation requires speed (PR 1197)

Issue 1193 - Add NSF sponsorship (PR 1194)

Issue 1190 - cape_cin ValueError: zero-size array to reduction operation minimum which has no identity (PR 1202)

Issue 1187 - lcl() RuntimeError: failed to converge after 50 iterations, value is nan (PR 1192)

Issue 1186 - Improve gallery linking (PR 1189)

Issue 1184 - precipitable_water fails with NaN dew point values in the profile (PR 1188)

In this release 8 issues were closed.

Pull Requests Merged

PR 1210 - avoid pint trouble with np.asarray

PR 1206 - Quick fix for test_narr_example_variable_without_grid_mapping test (broken by xarray v0.14)

PR 1204 - Fix GiniFile import of xarray FrozenDict

PR 1202 - Fix LFC problem and set CIN to 0 if positive (1190)

PR 1200 - Add support for grids when surface is LCL

PR 1197 - fix divergence unit requirement (1196)

PR 1194 - Add NSF acknowledgement (1193)

PR 1192 - Fix precision issue with interpolation in profile helper (1187)

PR 1191 - MNT: Change wheel directory on Travis

PR 1189 - Add link to Python Gallery in sidebar (1186)

PR 1188 - Allow PW calculation when NaNs present (1184)

In this release 11 pull requests were closed.
Source code(tar.gz)
Source code(zip)
v0.11.0(Sep 30, 2019)
Version 0.11 (2019/09/30)

This is the FINAL RELEASE to support Python 2.7.

API Changes

MetPy's copy of the "viridis" colormap is deprecated. Use it directly from matplotlib instead.

Deprecated the tmpk_out argument for isentropic_interpolation; this will be removed in 1.0. Use temperature_out instead.

ageostrophic_wind now issues a FutureWarning due to an impending change to its function signature in 1.0--this will change the signature to ageostrophic_wind(heights, u, v, f, dx, dy) for better consistency with the rest of the library. To avoid this warning, import the function with from metpy.future import ageostrophic_wind.

Deprecated the bounds argument on Hodograph.plot_colormapped in favor of intervals to improve clarity on how to use the argument.

Removed previously deprecated:

lat_lon_grid_spacing: use lat_lon_grid_deltas instead

cdm module

GINIFile.to_dataset()

Highlights

Several SkewT fixes and enhancements, including reworking the transform so that it works in screen space; this helps it work much better on oddly shaped axes. On Matplotlib 3.2, this means that the SkewT maintains sensible data scaling. SkewT by default also now has sensible plot limits.

MetPy 0.10.x accidentally picked up a hard dependency on CartoPy, this has been removed

Expanded simplified plotting interface with more documentation and support for Barbs

Several bug fixes for lcl, el, lfc, and cape_cin

No longer require using .metpy.parse_cf() to activate coordinate identification with XArray

XArray accessor automatically converts problematic '%' units to 'percent'

Added unit support in reduce_point_density

wind_direction now supports specifying the convention (either 'to' or 'from') to support oceanographic applications (default remains 'from').

Improved numerical stability of geopotential<->height calculations

Added parsing of more combinations of weather symbols

Added specific_humidity_from_dewpoint, altimeter_to_station_pressure, altimeter_to_sea_level_pressure

heat_index now better matches NWS algorithm

Added angle_to_direction to convert wind direction in degrees to e.g. 'NE'

Added control of mask_undefined on apparent_temperature

Contributors

@ahuang11, @akrherz, @jthielen, @kgoebber, @leouieda, @mgrover1, @sgdecker, @tjwixtrom, @zbruick, @jrleeman, and @dopplershift contributed code to this release.

Issues Closed

Issue 1176 - SkewT with 0.10.2 creates extra white space (PR 1180)

Issue 1171 - File layout (PR 1182)

Issue 1170 - LCL/LFC/EL temperature always returns Celsius (PR 1172)

Issue 1167 - most_unstable_cape_cin throwing negative CAPE values (PR 1172)

Issue 1159 - CartoPy required (PR 1181)

Issue 1156 - Xarray accessor documentation (PR 1175)

Issue 1154 - Update citation for MetPy (PR 1157)

Issue 1150 - Parse_angle only takes single str or list (PR 1152)

Issue 1136 - Remove viridis (PR 1178)

Issue 1124 - Bug in vertical coordinate verification (PR 1142)

Issue 1120 - Units for reduce_point_density (PR 1132)

Issue 1115 - Tests broken with updates to Pint constants and unit defaults (PR 1144)

Issue 1111 - Prepare for array_function implementation in pint (PR 1144)

Issue 1110 - Investigate setuptools-scm (PR 1160)

Issue 1108 - Surface-based and most-unstable CIN don't match when surface parcel is most unstable (PR 1109)

Issue 1107 - Deprecate and replace tmpk_out on isentropic_interpolation (PR 1126)

Issue 1101 - parse_cf() mercator projection - no central_latitude (PR 1102)

Issue 1096 - does MetPy's heat_index match NWS heat_index calculation by Rothfusz 1990? (PR 1098)

Issue 1092 - Can parse_cf routine skip nondimensional variable instead of giving an error? (PR 1116)

Issue 1083 - Maintenance

Issue 1075 - Rounding error in geopotential_to_height with large dataset

Issue 1060 - Improve interpolate_to_grid docs (PR 1061)

Issue 1051 - Should parse_cf have a keep_attrs kwarg? (PR 1058)

Issue 1044 - matplotlib Text.is_math_text is deprecated in mpl 3.1

Issue 1039 - Handle missing latlon projection (PR 1065)

Issue 1038 - Handle ‘%’ unit (PR 1057)

Issue 1035 - potential_vorticity_baroclinic() docstring still mentions axis parameter (PR 1036)

Issue 1030 - Better document xarray integration (PR 1058)

Issue 1029 - Interpolate_to_grid - Unexpected behavior when using Pandas dataframe (PR 1034)

Issue 1010 - Clarify latitudes need to be in radians for some functions

Issue 1009 - Clean up declarative plotting docs

Issue 1003 - Sounding CAPE magnitudes and LFC, EL NaNs

Issue 992 - Allow top-down search in metpy.lfc() (PR 1059)

Issue 991 - Multiple calls to plot_mixing_lines, etc. (PR 1162)

Issue 988 - Getting a NotADirectoryError with MetP0.92

Issue 982 - Document requirements for sounding parcel functions

Issue 957 - Metpy StationPlot does not like dates (PR 1130)

Issue 954 - From/To Direction (PR 1133)

Issue 945 - lfc() fails with parcel_temperature_profile argument (PR 1022)

Issue 941 - Add Roadmap

Issue 932 - EL graphical oddity (PR 1062)

Issue 726 - Removals/Deprecations in 0.11 (PR 1063)

Issue 422 - Getting Started Guide (PR 1158)

Issue 296 - Reduce number of pressure labels on Skew-T (PR 1149)

Issue 209 - Skew-T special lines incorrect for small bounds (PR 1125)

Issue 60 - Fix aspect ratio for Skew-Ts (PR 1180)

In this release 46 issues were closed.

Pull Requests Merged

PR 1182 - Update Project Layout (1171)

PR 1181 - Rearrange CartoPy Imports (1159)

PR 1180 - SkewT Updates (60, 296, 1176)

PR 1179 - Update PyPI upload

PR 1178 - Deprecate the viridis colortable (1136)

PR 1175 - Add xarray module to Reference Guide (1156)

PR 1172 - Return input temperature units for LCL/LFC/EL temperature, disallow LFC if EL below LCL (1170, 1167)

PR 1162 - Add handles to SkewT special lines (991, 991)

PR 1161 - Update standard atmosphere reference to U.S. 1976 (420)

PR 1160 - Switch versioning to setuptools_scm from versioneer (1110)

PR 1158 - Add a Starting Guide to the docs (422)

PR 1157 - Update citation information (Fixes #1154) (1154)

PR 1152 - Update parse_angle to allow any array-like object (1150)

PR 1151 - Add Mesonet StationPlot example (906)

PR 1149 - Add zorder for SkewT barbs and SkewT units image test (296)

PR 1144 - Updates to pint/xarray master branch (and xarray v0.13) compatability (1115, 1111)

PR 1143 - Allow lists of variable names in parse_cf

PR 1142 - Refactor xarray axis search to resolve dataset shared coordinate issue (1124)

PR 1141 - Add Pandas dependency

PR 1140 - Docstring updates and increased use of check_units

PR 1137 - Cleanups and maintenance

PR 1133 - Add convention to wind_direction (954)

PR 1132 - Add unit support for reduce_point_density (1120)

PR 1131 - Unindent section titles in metpy.calc docs to prevent sphinx from failing

PR 1130 - Handle Pandas time indices within StationPlots (957)

PR 1128 - Add FutureWarning to ageostrophic_wind for variable reorder

PR 1126 - Deprecate tmpk_out in favor of temperature_out (1107)

PR 1125 - Rework SkewT tranform (209)

PR 1118 - plot_colormapped update for Hodograph

PR 1116 - Wrap check_axis unit checking to not fail on bad unit (1092)

PR 1109 - Include LCL in MUCIN calculations if parcel starts below LCL (1108)

PR 1106 - Updates for testing

PR 1105 - Tweak docs

PR 1103 - More links to Python Gallery

PR 1102 - Drop central_longitude from mercator projection (1101)

PR 1100 - add pycodestyle settings to setup.cfg

PR 1099 - correct mask_undefined apparent_temperature logic

PR 1098 - modify heat_index to replicate NWS algorithm (1096)

PR 1097 - Metar Altimeter Calculations

PR 1095 - allow mask_undefined control on apparent_temperature calc

PR 1093 - Specific Humidity From Dewpoint (791)

PR 1091 - Force x and y to be np.arrays within StationPlot

PR 1088 - MNT: suppress pytest-mpl warning for unregistered marker

PR 1084 - MNT: Contributors, license, code owners

PR 1082 - BUG: Fixup geopotential<->height calculation (Fixes #1075)

PR 1080 - DOC: Clarify x-axis variables in cross section example

PR 1079 - Vendor internal imports from xarray.core in xarray.py

PR 1076 - Add formulas to geopotential functions in docs and correct reference

PR 1066 - Fix docstring for vertical velocity functions to render equations

PR 1065 - Xarray: Add warning if lat/lon is assumed for projection (1039)

PR 1063 - Remove components due for removal in 0.11 (726)

PR 1062 - Calculate intersections with log-p interpolation (LFC, EL, CAPE/CIN) (932)

PR 1061 - Interpolate_to_grid doc update (1060)

PR 1059 - Provide identification of multiple LFCs and ELs (992)

PR 1058 - xarray Coordinate Identification Refactor (1051, 1030)

PR 1057 - Units: convert '%' to 'percent' for within the xarray MetPy accessor (1038)

PR 1056 - Adds barb plots to declarative

PR 1055 - Prevent an EL below a LCL

PR 1054 - Updated deprecated function in matplotlib 3.1

PR 1052 - Documentation update for pressure in profile calculations

PR 1046 - first pass at better docs for declarative

PR 1040 - MNT: fix flake8 errors

PR 1036 - Update potential_vorticity_baroclinic() docstring (1035)

PR 1034 - Pandas support for interpolate grid (1029)

PR 1033 - Update Advanced Sounding doc to explain why 0 index is chosen

PR 1026 - add functionality to declarative plotting

PR 1024 - MNT: Update doc8 configuration

PR 1023 - Fix poor assumptions in lfc() logic

PR 1022 - Fix crash with mixed-layer LFC calculation (945)

PR 1021 - Adds a function to linearly interpolate to level

PR 1020 - Fix LFC calculation when positive area exists below LCL

PR 1019 - Fix RST style links in the Contributing Guide

PR 1017 - updates docs for latitude units

PR 1013 - MNT: Disallow pyproj 2.0.0

PR 1012 - Add roadmap document

PR 999 - Pin pint <= 0.8.1

PR 994 - Adds more combinations for wx symbols

PR 853 - Add angle_to_dir to convert angles to nearest direction

In this release 78 pull requests were closed.
Source code(tar.gz)
Source code(zip)
v0.10.2(Jul 6, 2019)
Version 0.10.2 (2019/07/06)

Highlights

Fix for import error with xarray 0.12.2

Fixes for pint 0.9

Fixes skewT ticks issue with matplotlib 3.1

Fixes for interpolation with scipy 1.3.0

Allows using any version of pooch

Requires numpy >= 1.12.0

Issues Closed

Issue 1077 - Xarray v0.12.2 (29 June 2019) breaking metpy No module named 'xarray.core.accessors' (PR 1078)

Issue 1043 - metpy tests fail with scipy 1.3 ValueError: ndarray is not C-contiguous (PR 1053)

Issue 997 - MetPy broken by pint 0.9 (PR 1087)

Issue 987 - Update SkewT implementation

In this release 4 issues were closed.

Pull Requests Merged

PR 1087 - Fix pint 0.9 errors from units.wraps and iterable (997)

PR 1085 - Matplotlib 3.1 fixes

PR 1078 - Conditional import of the DatetimeAccessor due to xarray update (1077)

PR 1053 - Fix Scipy 1.3 not-C-contiguous error (1043)

PR 1045 - migrate mpl.cbook.iterable to numpy.iterable

PR 1031 - allow any pooch >= 0.1 to be used

In this release 6 pull requests were closed.
Source code(tar.gz)
Source code(zip)
v0.10.0(Jan 6, 2019)
Version 0.10 (2019-01-06)

API Changes

potential_vorticity_baroclinic was changed to take all 3D variables, with dimensions ordered: vertical, y, x.

Highlights

MetPy has gained a simplified plotting interface designed to mimic that of GEMPAK. It uses a handful of objects on which users set attributes to values to control the plot, requiring data in an xarray DataArray or Dataset. See MetPy's plotting examples for more information.

MetPy's xarray accessor now has its own versions of loc and sel that accept unit-ed values.

Added an n-point soothing function

moist_lapse and dry_lapse now accept an arbitrary starting (reference) pressure value.

potential_vorticity_baroclinic now works with data either on isobaric or isentropic surfaces.

MetPy now has state borders that match the boundaries of the county borders.

SkewT instances can now be created at an arbitrary rectangular location within a figure.

MetPy's calculations have been adjusted so that the values of constants can be overridden by changing the values in the constants module.

Contributors

@akrherz, @JoyMonteiro, @jthielen, @kgoebber, @mendezr, @tsupinie, @vardan10, @jrleeman, and @dopplershift contributed code to this release.

Issues Closed

Issue 977 - Support pooch 0.2 (PR 978)

Issue 974 - Change xarray projection warning

Issue 973 - Problems with profile calculations and NUCAPS data

Issue 969 - wind_components: conversion to unit angle radian not implemented (PR 979)

Issue 960 - parse_cf should not delete the grid_mapping attribute

Issue 939 - Python 3.7

Issue 936 - Add state boundaries to match USCOUNTIES

Issue 895 - Potential Vorticity (PR 963)

Issue 813 - Update dependencies (PR 984)

Issue 725 - Removals/Deprecations in 0.10

Issue 85 - dry and moist adiabiat skewt lines (PR 964)

In this release 11 issues were closed.

Pull Requests Merged

PR 990 - Make necessary coordinate information for cross sections clearer

PR 989 - Declarative/simplified plotting

PR 986 - Change axis-tracking attribute from axis to _metpy_axis (981)

PR 984 - Update requirements (813)

PR 979 - Clarify wind_components docs (969)

PR 978 - relax pooch requirement to >=0.1 (977)

PR 976 - Change XArray projection warning to a logged message

PR 975 - Fix interpolation tests for SciPy 1.2

PR 971 - Add unit- and axis-aware selection to the metpy accessors (970)

PR 967 - fix #960 and add test function

PR 964 - Skew-T adiabat reference pressure (85)

PR 963 - Update PV calc for isobaric (895)

PR 962 - Miscellaneous Cleanup

PR 959 - Add Skew-T axes at arbitrary locations

PR 958 - MNT: Make io module docstring conform to standards

PR 956 - MNT: Remove use of numpy.asscalar

PR 953 - Test cleanup

PR 952 - address pytest fixture warnings emitted by pytest==3.8.1

PR 951 - Marginally increase testing coverage

PR 950 - Remove edgecolor from county example

PR 944 - Adds n point smoothing function

PR 940 - Python37 (939)

PR 938 - Add instructions for adding a file to the cache

PR 937 - Adds US State borders at same scales as counties

PR 930 - Access constants via module

In this release 25 pull requests were closed.
Source code(tar.gz)
Source code(zip)
v0.9.2(Sep 29, 2018)
Version 0.9.2 (2018/09/29)

Hightlights

Set default edge color for county borders

Fix internal use of deprecated function

Update required version of pooch

Fix example and test issues with Matplotlib 3.0

Issues Closed

Issue 935 - Set default edge color on counties

Issue 934 - Add CI check for MetPyDeprecationWarning (PR 948)

Issue 933 - pooch.create can fail to create cache directory, bombing out metpy/cbook.py

In this release 3 issues were closed.

Pull Requests Merged

PR 948 - Deprecation check (934)

PR 947 - Update for requirements

PR 946 - Replace deprecated interp with interpolate_1d

In this release 3 pull requests were closed.
Source code(tar.gz)
Source code(zip)
v0.9.1(Aug 27, 2018)

Version 0.9 (2018/08/27)

Fixes incorrect use of pooch that caused get_test_data to not work on released versions.
Source code(tar.gz)
Source code(zip)
v0.9.0(Aug 27, 2018)
Version 0.9 (2018/08/27)

API Changes

Renamed get_wind_speed to wind_speed; the old name is still available but is deprecated and will be removed in 0.12

Renamed get_wind_dir to wind_direction; the old name is still available but is deprecated and will be removed in 0.12

Renamed get_wind_components to wind_components; the old name is still available but is deprecated and will be removed in 0.12

Highlights

Added support for cross-sections along arbitrary lat/lon paths

Added parcel_profile_with_lcl to compute the parcel profile and return values for the parcel profile, as well as the ambient pressure, temperature, and dew point that includes the lcl

Fixed corner case problems in some thermodynamic calculations by using parcel profiles including the LCL

Added function to get a matplotlib color from a GEMPAK color number

Added CartoPy map feature for U.S. counties

get_test_data will now automatically download and cache data files if the user is not running a git checkout of MetPy. This makes all of our test/example data much more easily available.

Added smooth_gaussian, which smooths a grid using a Gaussian distribution-shaped kernel; this is an analog of GEMPAK's gwfs

Fixed error reading newer NEXRAD Level 2 files

Contributors

@akrherz, @JoyMonteiro, @jthielen, @leouieda, @sgdecker, @jrleeman, and @dopplershift contributed code to this release.

Issues Closed

Issue 907 - 'gpm' is not a defined unit (PR 925)

Issue 905 - Add Units Tutorial (PR 923)

Issue 904 - Respell API Docs (PR 920)

Issue 902 - calc.lfc( ) bug report. (PR 929)

Issue 897 - Doc build failing (PR 898)

Issue 884 - Error: type 2 should be 80 bytes but got 120 (PR 891)

Issue 867 - Suggested improvement for examples/Four_Panel_Map (PR 921)

Issue 866 - Logging overrides user preferences (PR 924)

Issue 865 - Rename get_wind_direction and get_wind_speed (PR 868)

Issue 863 - Barbs slightly clipped on skewT

Issue 860 - Systematically identify coordinate types for xarray (PR 880)

Issue 859 - Expose globe in auto parsed projections (PR 881)

Issue 857 - Update GEMPAK table (PR 921)

Issue 854 - Suggested improvement for api/generated/metpy.calc.wet_bulb_temperature (PR 856)

Issue 842 - Gradient Interface (PR 869)

Issue 809 - Organize calc docs (PR 889)

Issue 690 - Removals/Deprecations in 0.9 (PR 882)

Issue 447 - Bake in county outlines (PR 927)

Issue 190 - testdata missing

In this release 19 issues were closed.

Pull Requests Merged

PR 929 - Calculation fixes (902)

PR 928 - A Few Documentation Fixes

PR 927 - Add US County features (447)

PR 925 - Add gpm unit as an alias to meters (907)

PR 924 - Fix logging setup (866)

PR 923 - Add unit tutorial (905)

PR 922 - BUG: Increase default x clipping radius for SkewT

PR 921 - Doc/example updates (867, 857)

PR 920 - Respell doc page names for clarity (904)

PR 917 - Add link to SciPy 2018 talk

PR 916 - Add gempak_color() and related tests

PR 915 - WIP: Use Pooch to download sample data (8)

PR 911 - Implement gwfs function from GEMPAK

PR 910 - Fix non-tuple NumPy indexing in MetPy (900)

PR 908 - Make handling units like 'degrees_north' a little nicer

PR 903 - Add NARR Cross Section Example

PR 901 - Update docstring for vorticity

PR 899 - Make derivative calculations work with xarray DataArrays

PR 898 - Remove removed functions from doc page override (897)

PR 892 - "Improve this page" links for examples and tutorials

PR 891 - Update nexrad (884)

PR 889 - Reorganization of calc docs (with module template override option) (809)

PR 888 - permit usage of temperature in Kelvin for heat_index calc

PR 887 - fix apparent_temperature when only windchill is calculated

PR 882 - Cleanup kinematics calculations and permit leading dimensions (690)

PR 881 - Expose cartopy globe in CFProjection and xarray accessor (859)

PR 880 - xarray Coordinate Identification Cleanup (860)

PR 879 - Add cross section function and supporting calculations (654, 652)

PR 876 - Add conversions between omega and w

PR 875 - Additional changes to drop python 3.4

PR 873 - Drop python 3.4

PR 872 - Changing gridding to interpolate

PR 871 - Systematic Coordinate Identification

PR 869 - Change x to coordinates in gradient and laplacian interface (842)

PR 868 - Update Wind Functions (865, 794)

PR 856 - Update thermo.py (854)

In this release 36 pull requests were closed.
Source code(tar.gz)
Source code(zip)
v0.8.0(May 17, 2018)
Version 0.8 (2018/05/17)

API Changes

lat_lon_grid_spacing has been deprecated in favor of lat_lon_grid_deltas. The latter gives properly signed values depending on the ordering of points in the lat/lon grid.

The deprecated upper air data reading support has been removed. Use the upper air support in siphon instead.

The function delete_masked_points has been renamed to _delete_masked_points, as it was not intended to be part of the supported API.

GINIFile.to_dataset(), which gives a netCDF4-python-like interface to the information in the file, has been deprecated. Instead, now an instance of GINIFile can be passed directly to xarray.open_dataset() to provide a similar interface. to_dataset() (as well as the non-public cdm module) will be removed in 0.11.

Highlights

MetPy now requires XArray. Using XArray, MetPy provides some custom accessors under the .metpy attribute on Dataset and DataArray. This allows simplified access to the underlying grid projection as a CartoPy projection, as well as simplified access to data as an array with units attached. (See the XArray_Projections.py example) MetPy calculation functions will also now automatically convert an XArray DataArray with units metadata into a proper array with units. Future releases of MetPy will improve the integration with XArray.

GINIFile now works directly as an XArray storage backend. See the updated GINI_Water_Vapor.py example for details. Support for Unidata NEXRAD composites in GINI format was also added.

MetPy's colortables are now available from metpy.plots.colortables rather than needing to do metpy.plots.ctables.registry.

Fixed a few corner cases with isentropic interpolation, including problems with columns of entirely missing data (frequently encountered with NARR data)

lfc and el now work with arbitrary parcel profiles

Gradient and related functions now properly propagate masked values

Text and time formatting for add_timestamp() are now configurable

New calculations

Absolute vorticity

Ageostrophic wind

Apparent temperature (combines wind chill and heat index)

Brunt-Väisälä frequency and period

Critical angle (severe weather parameter)

Dewpoint (from specific humidity)

Exner function

Inertial advective wind

Parse angle (converts strings like "ESE" to degree values)

Potential temperature to temperature

Potential vorticity

Q Vector

Saturation equivalent potential temperature

Static stability

Wet bulb temperature

Other assorted bug fixes

Reminder: MetPy plans to drop support for Python 2.7 in Fall 2019

Contributors

@ahuang11, @akrherz, @asselapathirana, @eliteuser26, @jthielen, @kishan3, @Meteodan, @mwilson14, @shofer16450, @tjwixtrom, @WEP11, @jrleeman, and @dopplershift all contributed commits to this release.

Issues Closed

Issue #841 - Update GEMPAK table

Issue #836 - Examples fail on netcdf4 1.4

Issue #833 - apparent_temperature with scalars

Issue #827 - Themo.py parcel_profile edge case all p less than lcl

Issue #820 - Suggested improvement for api/generated/metpy.calc.bulk_shear

Issue #819 - Unify and fix dev/contributor docs

Issue #812 - Add missing items to plots and gridding namespaces

Issue #810 - Segmented Hodograph Misses Surface

Issue #806 - Add quiver functionality to hodograph

Issue #805 - Make hodograph creation unit aware

Issue #803 - Document Python 2.7 plans

Issue #802 - Add information about semantic versioning

Issue #798 - isentropic_interpolation() should enforce a search direction, ideally user specifiable

Issue #797 - Add unit helper for pandas data frames

Issue #795 - Update GINI support

Issue #789 - get_layer_heights modifying heights in place

Issue #782 - Advertise Stack Overflow for support

Issue #774 - GEOD kwargs override in lat_lon_grid_spacing

Issue #773 - Coriolis Units

Issue #769 - isentropic_interpolation error on NARR isobaric data

Issue #757 - Exner Function

Issue #756 - Change all example calculation imports to mpcalc

Issue #755 - Montgomery Stream Function Docs

Issue #750 - Make LFC/EL calculations respect chosen parcel profile?

Issue #737 - Add optional unit conversion to barbs

Issue #730 - Increase versatility of add_timestamp

Issue #724 - Create feels_like function as frontend to windchill and heat_index

Issue #722 - Fix build again

Issue #716 - metpy.calc.gradient docs are unclear

Issue #712 - Add tests for gradient

Issue #708 - Add calls to add_timestamp to examples

Issue #703 - mixing_ratio_from_relative_humidity returns values in percent

Issue #702 - potential temperature to temperature

Issue #700 - Export gradient

Issue #699 - Make lat_lon_grid_spacing aware of sign

Issue #693 - Freetype Pinning

Issue #689 - Removals/Deprecations in 0.8

Issue #687 - Fix doctests with numpy 1.14

Issue #683 - Clean up isentropic interpolation example

Issue #650 - Potential Vorticity

Issue #642 - Masked arrays and gradient

Issue #640 - Inertial Advective Wind

Issue #616 - Clean up sigma interpolation example

Issue #409 - Add calculation for wet bulb temperature

Issue #306 - Improve Contributor Documentation

In this release 45 issues were closed.

Pull Requests Merged

PR #851 - MNT: Fix some non-standard naming

PR #850 - Optimize parse_angle

PR #849 - Fix mask propagation in gradient

PR #848 - Clean up examples

PR #847 - Xarray Conversion Decorator

PR #846 - Isentropic updates

PR #844 - Add new functionality to GEMPAK table

PR #843 - Added a function to calculate critical angle.

PR #840 - Remove requirements text

PR #839 - Exposing functionality

PR #838 - Apparent temperature working with scalars

PR #835 - Delete masked points

PR #834 - Add example usage of parse_angle()

PR #831 - Hodograph units

PR #830 - Add tests for gradient

PR #829 - Update GINI Support

PR #828 - parcel_profile fails with truncated pressure profile

PR #826 - LFC above LCL

PR #825 - Pass parcel profile through cape_cin calculation

PR #824 - Dewpoint From Specific Humidity

PR #822 - Doc maint

PR #821 - Adding calculation of LFC and EL for arbitrary parcel profile

PR #818 - MNT: Fix travis doc build

PR #817 - Feels like temperature

PR #816 - Hodograph arrows

PR #815 - Refactor colored line segment hodograph

PR #814 - Documentation updates

PR #811 - Removes grid size warning from generate_grid

PR #807 - Pandas unit helper

PR #796 - BUG: Fix get_layer_heights modifying heights in-place (Fixes #789)

PR #793 - Improve logging in NEXRAD Level 3

PR #786 - Xarray + CF + CartoPy Projection Handling

PR #783 - Add new metpy/calc/tools parse_angle

PR #781 - Remove upperair support

PR #780 - Remove keys()

PR #779 - Add Exner Function

PR #778 - Add Q-vector and Static Stability Calculations

PR #777 - Add inertial advective wind calculation

PR #776 - Geod kwarg override

PR #775 - Coriolis units to 1/s

PR #771 - Updating tests

PR #768 - Four panel example edit

PR #766 - Potential vorticity

PR #765 - CartoPy Updates

PR #759 - MNT: use mpcalc as import alias for metpy.calc

PR #758 - Fix rendering issues in Montgomery Streamfunction

PR #754 - Absolute vorticity

PR #753 - Rename testdata

PR #749 - MNT: Fix Travis testing with CartoPy

PR #748 - Add saturation equivalent potential temperature

PR #747 - Add county outline files

PR #746 - Add potential temperature to temperature conversion

PR #744 - Fix dependecies. #734

PR #741 - Adds custom grid boundary to interpolate

PR #740 - Fix return types in docstrings of logo functions

PR #739 - Ageostrophic wind

PR #738 - Barb unit conversion at plot time

PR #736 - Fix Level3File

PR #735 - Fix Example/Tutorial Flake

PR #733 - Add Dry Air Density Constant

PR #732 - Add timestamp options

PR #731 - Wet Bulb Temperature

PR #727 - Add lat_lon_grid_deltas function to replace lat_lon_grid_spacing

PR #720 - Add precipitation color table

PR #718 - Add calls to 'add_timestamp' to examples

PR #711 - Export gradient

PR #710 - Clean up sigma interpolation example

PR #709 - Fix build

PR #707 - Force mixing_ratio_from_relative_humidity to return dimensionless

PR #695 - Add Batch of Functions for Brunt-Väisälä Frequency and Period

In this release 70 pull requests were closed.
Source code(tar.gz)
Source code(zip)
v0.7.0(Jan 4, 2018)
Version 0.7 (2018/01/04)

API Changes

The default dimension ordering for functions in kinematics (i.e. when dim_order is not passed) has changed from "xy" to "yx". This lets more data work out of the box with these functions, and has been warned since 0.5.1

Renamed h_convergence and v_vorticity to divergence and vorticity, respectively. These latter names are simpler and more accurate. The old names are still available for old code, but are deprecated and will be removed in 0.9.

convergence_vorticity and shearing_stretching_deformation are deprecated, and will be removed in 0.9. These functions existed as performance optimizations, but new calculation internals renders them unnecessary.

The parameter sblcl for significant_tornado has been renamed to surface_based_lcl_height to improve clarity. This only affects users who were passing by keyword argument.

Changed relative_humidity_wet_psychrometric, relative_humidity_from_mixing_ratio, and relative_humidity_from_specific_humidity to return values as unitless ratios rather than percentages, for better symmetry with the rest of the library.

Highlights

Added our own functions for first_derivative, second_derivative, gradient, and laplacian. These are 3 point finite difference calculations that handle irregularly spaced grid points.

Added function to calculate x,y grid spacing for latitude/longitude grids

Added table of equivalencies between GEMPAK functions and Python. This is an on-going effort to provide a resource for migrating from GEMPAK.

Added ability to add_timestamp to add outlined text

New calculations

Thickness (using hypsometric formula)

Geopotential to/from height

Mixing ratio from relative humidity

Moist static energy

Dry static energy

Contributors

@akrherz, @dennissergeev, @eliteuser26, @jthielen, @leouieda, @lsterzinger, @shofer16450, @tjwixtrom, @WEP11, @jrleeman, and @dopplershift all contributed commits to this release.

Issues Closed

Issue 675 - Doc version chooser missing versions (PR 688)

Issue 673 - Links in the docs to edit the Github sources and report typos (PR 676)

Issue 670 - Interpolate hres documentation

Issue 663 - Add geopotential to/from height calculation

Issue 648 - Calculate Relative Humidity

Issue 644 - Improve Doc Build Documentation

Issue 627 - Equivalent potential temperature equation rendering

Issue 623 - Masked arrays and constants

Issue 619 - LCL unpacked representation (PR 694)

Issue 617 - Rename convergence functions (PR 620)

Issue 615 - Hodograph segmented coloring (PR 624)

Issue 610 - Add path effects capability to add_timestamp (PR 697)

Issue 609 - Improve plot annotation returns (PR 611)

Issue 608 - significant_tornado only works with arrays as input (PR 622)

Issue 574 - Add table of GEMPAK to MetPy conversions

Issue 312 - Fix examples on Windows (PR 618)

Issue 295 - Height from pressure, temp, relh

Issue 174 - Add custom gradient function (PR 692)

In this release 18 issues were closed.

Pull Requests Merged

PR 698 - MNT: Change default dimension ordering for kinematics functions

PR 697 - Add high contrast functionality to timestamp (610)

PR 694 - Change unit attachment to LCL pressure (619)

PR 692 - Add gradient and derivatives for irregular grids (174)

PR 688 - Fix versioned doc handling (675)

PR 686 - DOC: Correct "the the" typos

PR 684 - Respelling of v_vorticity and h_divergence

PR 682 - Add RTD Theme

PR 681 - Add relative humidity calculation from dewpoint function

PR 679 - Make mixing_ratio return 'dimensionless'

PR 678 - New functions for calculation of geopotential from height and vice versa

PR 677 - Update to Treat RH as a Unitless Ratio in Existing Functions

PR 676 - Replace "View source" with "Improve this page" (673)

PR 674 - GEMPAK Conversion Table (574)

PR 672 - Add Code of Conduct

PR 671 - Update gridding_functions.py

PR 669 - Add a Mixing Ratio from RH Calculation

PR 668 - DOC: check presence of patched rtd_theme prior to setting versions

PR 625 - Ensure that appropriate constants and function results are dimensionless (623)

PR 624 - Hodograph coloring bound units (615)

PR 622 - Indices scalar input (608)

PR 621 - Add a Thickness Calculation

PR 620 - Rename Convergence Functions to Divergence (617)

PR 618 - Docs cleanup (312)

PR 612 - [MNT] Fix flake8 import order issues

PR 611 - Update returns of figure annotations (609)

PR 607 - Static energy calculations

PR 605 - Specific humidity from mixing ratio

PR 533 - Calc dx dy

In this release 29 pull requests were closed.
Source code(tar.gz)
Source code(zip)
v0.6.1(Nov 5, 2017)
Version 0.6.1 (2017/11/04)

API Change

Small API change to change storm_relative_helicity to take heights, as well as an argument for depth. This fixes a bug in the original design of the function where the default bottom was 0, which is below the first level of most soundings.

Highlights

Fix bugs in corner cases of get_layer, precipitable_water, el, and bulk_shear

Fix use of units with plot_colormapped on Hodograph

Fix lack of projection of wind barbs in StationPlot when using CartoPy

Enable interpolation by default when calling shade_cape and friends for SkewT

Fixed up definitions of CAPE and CIN to be net integrals above and below the LFC, respectively

Add MetPy logo to examples

Issues Closed

Issue 601 - Improve logo positioning in examples

Issue 598 - StationPlot wind barb projection issue

Issue 596 - Precipitable Water Bounds Failure (PR 602)

Issue 593 - Get Layer producing incorrect results (PR 597)

Issue 580 - Link to python-gallery

Issue 576 - SREH Specified bound is outside height range Error (PR 577)

Issue 575 - Precipitable Water Bounds

Issue 569 - plot_colormapped with bounds works improperly with units

Issue 568 - Bulk shear calculation fails when no depth is provided (PR 570)

Issue 566 - Set interpolation=True in shade_cape, etc. (PR 571)

Issue 370 - Pick LFC at the base of the largest area of CAPE (PR 603)

Issue 69 - skew.ax.fill_betweenx shading not shading entire region

In this release 12 issues were closed.

Pull Requests Merged

PR 604 - Improve logo positioning (563)

PR 603 - Integrate all areas for CAPE/CIN (370)

PR 602 - get_layer bounds improvements (596)

PR 600 - Fix projection of barbs in StationPlot

PR 597 - get_layer with data in increasing pressure order (593)

PR 595 - Cleanup precipitable water

PR 577 - Storm Relative Helicity Improvements (576)

PR 572 - Hodograph coloring units ([569](https://github.com/an issue where units were being dropped and causing improper plots. Closes /issues/569))

PR 571 - Turn on interpolation in CAPE/CIN shading by default (566)

PR 570 - Assign depth kwarg default value if it is None in get_layer (568)

PR 565 - Update Sounding Tutorial/Examples

PR 564 - Update GINI Example with new color table values (560)

PR 562 - Simplify EL calculation

PR 561 - Return figure object when adding logo

In this release 14 pull requests were closed.
Source code(tar.gz)
Source code(zip)
v0.6.0(Sep 15, 2017)
Version 0.6 (2017/09/15)

Summary

API Changes

MetPy's upper air data download functionality has been deprecated, and will be removed in version 0.8. This functionality can now be found in Siphon 0.6.

equivalent_potential_temperature has changed to explicitly take a dewpoint parameter. The previous implementation of this calculation was only valid for pressure and temperature corresponding to the lifted condensation level (LCL). The new formula accepting dewpoint explicitly is valid everywhere.

Other Changes

Additional calculations

CAPE/CIN, including most unstable and surface-based

precipitable water

Montgomery streamfunction

supercell composite

significant tornado parameter

frontogenesis and (shear, stretching, total) deformation

relative humidity

storm relative helicity

Bunker's storm motion

Added isentropic interpolation

Added support for 1D interpolation on multi-dimensional arrays

Added example for interpolating from sigma coordinates to pressure coordinates

Support for coloring layers on a hodograph

Support for coloring wind barbs on skew-T

Added function for adding MetPy and/or Unidata logos to figures

Added warnings to get_wind_components and coriolis_parameter when it seems that degree values are accidentally passed in without units (which treats them as radians)

Simplified turning on clipping on StationPlot

Dependency Updates

Minimum supported NumPy version is now 1.10.0

Minimum supported Pint version is now 0.8

Contributors

@abkenyon, @bryanguarente, @brianmapes, @jrleeman, @kgoebber, @mwilson14, @nawendt, @tjwixtrom, and @dopplershift all contributed code to this release.

Issues Closed

Issue 555 - skew.ax.set_xlim() Values Being Overwritten

Issue 550 - Add our own implementation for is_string_like

Issue 546 - Clipping surface plots with layout

Issue 538 - Use shade_cape and shade_cin

Issue 516 - Add deprecation warning for get_upper_air_data

Issue 507 - Add capability to manually control station plot size

Issue 504 - Add mapping of METAR wx codes to WMO numeric codes

Issue 489 - NEXRAD Level 2 AssertionError

Issue 479 - Clean up constants documentation

Issue 467 - Duplicated output points in find_intersections

Issue 460 - Add reduce_point_density to examples

Issue 450 - Level3File threshold error

Issue 445 - Weird output from IAState

Issue 435 - Handle Wyoming Server Downtime Gracefully

Issue 431 - Re-enable Sphinx linkcheck

Issue 428 - Update References

Issue 425 - Unused Function Parameter in Point_Interpolation Example

Issue 424 - Input validation for dewpoint_rh

Issue 410 - Add MetPy logo and timestamp option

Issue 400 - Improve colormaps

Issue 340 - Reproduce Doswell and Rasmussen, 1994

Issue 294 - Pressure to theta conversion

Issue 293 - Sigma to pressure conversion

Issue 284 - Use doctr for documentation deployment

Issue 16 - CAPE/CIN calculation

In this release 25 issues were closed.

Pull Requests Merged

PR 559 - Add unidata logo

PR 557 - Add warning when coriolis calculation latitude is over pi radians

PR 556 - Remove x limit setting in skewt.plot

PR 554 - Fix duplication of intersections in find_intersections

PR 553 - Remove is_string_like

PR 552 - Fix #546

PR 551 - Wind direction warning

PR 545 - Supercell Composite and Significant Tornado Parameters

PR 543 - ENH: Fully implement matplotlib/pint integration

PR 539 - Update to shade helpers in docs

PR 536 - Storm Motion and Shear

PR 535 - Update wx_code_map in wx_symbols.py

PR 531 - MNT: QuantifiedCode is dead

PR 528 - Doc cleanup

PR 527 - MNT: Update some links that were redirecting

PR 526 - Colormap improvements

PR 525 - Dewpoint from RH input validation.

PR 523 - GitHub enhancements

PR 521 - adds frontogenesis calculation and test

PR 520 - Isentropic Example

PR 519 - MNT: Deprecate get_upper_air_data

PR 515 - Pressure-Weighted Mean

PR 514 - Sigma to Pressure Interpolation Example

PR 513 - ENH: Add link to MetPy poster and repo for SciPy 2017

PR 512 - wmo code dictionary added to wx_symbols.py

PR 511 - Theta-E

PR 510 - MNT: Bump numpy requirement to 1.10.0

PR 509 - ENH: Add link to MetPy units talk

PR 506 - Reduce point density in Station_Plot.py example

PR 505 - NEXRAD parser fixes

PR 503 - Constants documentation

PR 502 - Add unit verification to find_intersections

PR 497 - Floating comparisons

PR 494 - Most Unstable CAPE

PR 492 - SBCAPE

PR 491 - Fixing minor LFC bug

PR 490 - El Bug Fix

PR 487 - Precipitable Water

PR 486 - Mixed parcel and layer

PR 485 - BUG: Fix get_layer with float32 data

PR 484 - Cleanup point interpolation example

PR 483 - Move contributor guide

PR 482 - Hodograph Layer Coloring

PR 481 - Interp Bug Fix

PR 477 - Add sigma to pressure conversion

PR 475 - Get layer interpolation fix

PR 473 - Most unstable parcel

PR 472 - Change Pint dependency to version 0.8.

PR 469 - LFC and EL calculations when LFC = LCL

PR 468 - Log interpolation

PR 465 - CAPE and CIN Calculations

PR 464 - Update references

PR 462 - Added a function to calculate storm-relative helicity given a storm motion vector and a wind profile.

PR 459 - Have get_upper_air_data bring in height data.

PR 456 - Fixes

PR 455 - Montgomery Streamfunction

PR 454 - Isentropic pressure

PR 453 - Log interpolation

PR 446 - Relative humidity

PR 444 - Get Layer Function

PR 443 - Pressure height helpers

PR 439 - MNT: Refactor lcl to use scipy.optimize

PR 432 - Be better about closing file handles

PR 429 - Fix build

PR 427 - Adds total deformation calculation

PR 419 - Add height to pressure conversion

PR 412 - Pass any args to plot_barbs so the barbs can be colored. Closes #404

PR 402 - Adding shearing and stretching deformation calcs

In this release 68 pull requests were closed.
Source code(tar.gz)
Source code(zip)
v0.5.1(Apr 21, 2017)
Version 0.5.1 (2017/04/21)

NOTE--Impending API CHANGE In this version we have added support for specifying (via dim_order keyword argument) array ordering for the 2D grid functions (geostrophic_wind, advection, h_convergence, v_vorticity, and convergence_vorticity). The default behavior for all releases < 0.6 has been x, then y (specified as 'xy'). For >= 0.6, we will be changing that to 'yx' to make it simpler to use most data sources. In this release, we will issue a warning if you are using the default ordering--this warning can be suppressed by passing the dim_order argument with either 'xy' or 'yx', whichever is appropriate for your data.

Summary:

Fix windchill with Kelvin temperature units

Fixed reversed ordering of GINI data y-coordinates (relative to image row order)

Added option to specify array dimension ordering for 2D grid calculation functions

Fixed inaccuracy of example code in docstrings

Fixed lfc() to return NaNs instead of None when no LFC found

Issues Closed

Issue 389 - Calculations data order

Issue 387 - Handling of no LFC

Issue 385 - Windchill calculation does not work with Kelvin as input units

Issue 381 - Run doctests

In this release 4 issues were closed.

Pull Requests Merged

PR 397 - Build maintenance

PR 396 - LFC and EL NaN returns

PR 393 - ENH: Run doctests as part of Travis doc build.

PR 392 - Array ordering for 2D calculations

PR 391 - BUG: Fix ordering of GINI y-coordinates

PR 388 - BUG: Fix windchill when given kelvin temperatures (Fixes #385)

In this release 6 pull requests were closed.
Source code(tar.gz)
Source code(zip)
v0.5.0(Apr 4, 2017)
Version 0.5.0 (2017/04/03)

Highlights

API BREAK: lcl() now returns both the pressure and temperature at the lifted condensation level, rather than just pressure. Not only does this simplify the use of lcl, but comes at no additional computation cost.

Python 3.3 support replaced with support for Python 3.6 (though no related code changes)

Galleries of symbols and color tables within the documentation

SkewT improvements

Better handling of missing data

Default limits

Dedicated plotting routines for shading CAPE/CIN

Better handling of unit-ed arrays

Added meteogram and 4 panel plot examples

Wind speed and direction available directly from upper air data

Several fixes for lcl() and lfc()

Additional calculations:

virtual_temperature

virtual_potential_temperature

density

equilibrium layer (el)

relative_humidity_wet_psychrometric

psychrometric_vapor_pressure_wet

GINIFile now has an img_extent attribute to simplify plotting

Added reduce_point_density to remove overlapping points from point data plots

A few fixes for StationPlot

Contributors to this release

@ahill818, @nawendt, @kgoebber, @mjames-upc, @jrleeman, @dopplershift

Issues Closed

Issue 371 - Add link to source code in docs

Issue 369 - Four_Panel_Map.py example: temp plot legend says 225 to 330 Fahrenheit

Issue 366 - Nest documentation a bit more

Issue 361 - LFC fails with NaN

Issue 354 - Graceful failure of upper air data retrieval for invalid station or time

Issue 351 - find_intersections fails with some masked arrays

Issue 350 - Incorrect LFC with capping inversion

Issue 349 - Add interpolation utility

Issue 336 - Plotting colored line on hodograph with NaN

Issue 334 - Upper air data download from Iowa

Issue 325 - Can't set fontsize for stationplot symbol plot

Issue 319 - LFC returns incorrect result

Issue 317 - lcl() is silent for failed convergence

Issue 314 - More Documentation Tweaks

Issue 308 - Standardize field naming in station plot examples

Issue 307 - Station plot parameter plotting does not work with units properly

Issue 300 - Add temperature to LCL calculation

Issue 298 - Keep wind speed and direction when getting upper air data

Issue 290 - Cartopy with matplotlib 2.0

Issue 289 - Add "Atmospheric Science" to setup.py categories

Issue 286 - Python 3.6

Issue 242 - Investigate increased use of gitter

Issue 227 - License for icon font

Issue 198 - Using units to axhline, etc. breaks plotting

Issue 175 - Improve units behavior for new users

Issue 161 - DOI

Issue 154 - calculate relative humidity and dew point with wet bulb and dry bulb

Issue 90 - Spatial simplification

In this release 28 issues were closed.

Pull Requests Merged

PR 384 - ENH: Add information for citing MetPy in publications

PR 382 - Shade area on SkewT

PR 380 - ENH: Add tool to thin down point data (Fixes #90)

PR 379 - BUG: Fix units in 4 panel example (Fixes #369)

PR 378 - Skew T Masked Data

PR 376 - Colortable get with range

PR 374 - Unit errors

PR 372 - Add ability to deal with masked arrays to find_intersections

PR 357 - Adds new img_extent attribute to ginifile dataset

PR 355 - Interpolation utility

PR 353 - IA State masked arrays

PR 352 - Find intersections directionality

PR 345 - Psychrometric RH

PR 342 - Mask out NaN values for plot_colormapped lines.

PR 341 - Fix return if no LFC exists

PR 338 - EL calculation

PR 337 - Added thermo calculations

PR 335 - ENH: Add google analytics to docs

PR 333 - Four Panel Example

PR 332 - Add CC BY 4.0 license for weather symbol font

PR 331 - Set edgecolor to black on state borders

PR 330 - Convert quantities to scalars before formatting

PR 329 - Sprint cleanup

PR 328 - Raise exception if LCL does not converge

PR 327 - Station fontsize

PR 326 - Doc tweaks

PR 324 - Wind speed direction

PR 323 - Change Station Plot Examples to CF standard names

PR 321 - Python 3.6

PR 320 - LFC fix

PR 318 - added an example to plot a meteogram

PR 315 - LCL Update

PR 309 - Doc Upgrades

PR 304 - Symbol Gallery

PR 302 - NWS AWIPS 8bit colortables for Z and V

In this release 35 pull requests were closed.
Source code(tar.gz)
Source code(zip)
v0.4.3(Jan 18, 2017)
Version 0.4.3 (2017/01/18)

Fixed units on return from windchill

Fixed documented types on some calculations to reflect reality

Fixed creating a Hodograph without passing a figure

Fixed SkewT when gridlines are turned on before plot creation

Fixed gamma argument not being being passed on by inverse_distance()

Fixed testing against matplotlib 2.0

Fixed SkewT missing top tick marks

Fixed importing colortables when non-conforming .tbl files present

Contributors to this release

@ShawnMurd, @wholmgren, @ymoisan, @lmadaus, @dopplershift

Issues closed

Issues

Issue 281 - Windchill return has no units if values are masked

Issue 279 - Comment needs modification

Issue 277 - inverse_distance() not properly forwarding gamma argument

Issue 276 - Python version-dependent scaling of station plot

Issue 275 - mixing_ratio not quite right

Issue 271 - Cannot find xaxis in version 0.4.2

Issue 270 - Graphing a Hodograph in its own figure

Issue 267 - Colortable reader raises SyntaxError

Issue 260 - SkewT missing top tickmarks

Issue 254 - Update example imports

Issue 247 - Update readthedocs links

Issue 204 - Fix tests for matplotlib 2.0

In this release 14 issues were closed

Pull requests

PR 282 - Small bug fixes

PR 280 - Update docs

PR 274 - Improve tests

PR 273 - Fix bug in Hodograph Object

PR 272 - Various odd and ends

PR 269 - fix get_wind_components see also doc string

PR 265 - More checks

PR 263 - MNT: Fix for gradient change in numpy 1.12

PR 261 - More skewt fixes

In this release 10 pull requests were merged
Source code(tar.gz)
Source code(zip)
v0.4.2(Nov 18, 2016)
Version 0.4.2 (2016/11/18)

Major changes

Fixed units for lfc

Improved handling of missing levels in Wyoming Upper Air Archive reader (Contributed by @kgoebber)

Fixed extra whitespace in Skew-T images--this was especially noticeable when using the Jupyter notebook

Fixed exception in Level3File when converting some products' values to float (e.g. differential reflectivty, correlation coefficient)

Issues closed

Issues

Issue #259 - Regenerate skew-T examples

Issue #257 - Disable log minor ticks on SkewT

Issue #253 - NEXRAD Level3File map_data IndexError

Issue #251 - lfc losing units

Issue #197 - Skew-T figure size is a function of the rotation argument

Issue #158 - Skew-T's have extra whitespace

In this release 6 issues were closed

Pull requests

PR #258 - SkewT Fixes

PR #255 - BUG: Fix mapping values for several products (Fixes #253)

PR #252 - Cleanup

PR #250 - update Wyoming Archive read procedure

In this release 4 pull requests were merged
Source code(tar.gz)
Source code(zip)
v0.4.1(Nov 4, 2016)
Version 0.4.1 (2016/11/04)

Just a few small bugfixes from 0.4

Issues closed

Issues

Issue #246 - Add conda to install guide

Issue #245 - TextCollection broken with PathEffects and empty strings

Issue #244 - Possible bad dates in Level3File

Issue #233 - Problem with GINI Polar Stereographic image

Issue #232 - Bad parcel profile

Issue #220 - Possible error in gridding_functions.py

In this release 6 issues were closed

Pull requests

PR #248 - Small fixes

PR #237 - Fix parcel_profile

PR #222 - BUG: Fix buffer argument (Fixes #220)

In this release 3 pull requests were merged
Source code(tar.gz)
Source code(zip)
v0.4.0(Oct 14, 2016)
New calculations:

Saturation mixing ratio (#163)

Equivalent potential temperature (#163)

Coriolis parameter (#205)

Level of free convection (LFC, #201)

Added provisional support for objective analysis/regridding (#186):

Barnes

Cressman

Nearest neighbor

Natural Neighbor

Radial Basis Function interpolation

Added support for downloading upper air data from Wyoming and Iowa State archives (#202)

Bug Fixes:

Fixed value of omega in constants (#173)

Updated value of Earth's radius to match GEMPAK (#173)

Fixed 180 degree offset in wind direction calculation (#179)

Fixed potential temperature with non-millibar pressure units (#165)

Unique authors:

@kpozsonyi

@ahaberlie

@deeplycloudy

@jrleeman

@dopplershift

Source code(tar.gz)
Source code(zip)
v0.3.1(Jun 18, 2016)
Fixes:

Make compatible with pint 0.7

#138 - Fix for polar stereographic projection in GINI files

#139 - Fix for Mercator projection in GINI files

#148 - Fix reading some TDWR NIDS products

Other notes:

Use conda-forge channel now for conda packages

Now tested on AppVeyor for Windows

Improved example list in docs--now has a gallery of images from the notebooks

Source code(tar.gz)
Source code(zip)

MetPy is a collection of tools in Python for reading, visualizing and performing calculations with weather data.

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Release 6.0.0 (released Dec 29, 2022)

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v5.10.2

v1.24.1

NumPy 1.24.1 Release Notes

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Pull requests merged

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v1.1.1

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Version 7.0.1 — 2022-12-23

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v1.4.0(Dec 23, 2022)

Highlights

New Features 🎉

Enhancements 😄

Bugs Fixed 🐛

Other Changes

New Contributors

v1.3.1(Jul 5, 2022)

Highlights

Bugs Fixed 🐛

Other Changes

v1.3.0(Apr 6, 2022)

Highlights

Enhancements 😄

Bugs Fixed 🐛

Other Changes

New Contributors

v1.2.0(Jan 23, 2022)

Highlights

New Features 🎉

Enhancements 😄

Bugs Fixed 🐛

Other Changes

New Contributors

v1.1.0(Aug 9, 2021)

Highlights

Contributors

Issues Closed

Pull Requests Merged

v1.0.1(Apr 28, 2021)

Highlights

Contributors

Issues Closed

Pull Requests Merged

v1.0.0(Dec 22, 2020)

API Changes