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Plotting custom coastline fails in some projections since Matplolib 3.8 #2260

@oliviermarti

Description

@oliviermarti

Description

Plotting custom coastline fails in some projections since Matplolib 3.8

The coastline is a series of longitude/latitude values. A few values are set to np.nan to interrupt the line between continental masses.

The code will produce a first figure, which is close to what we want. But with an obvious problem.

The second figure fails in the present environment, but was perfectly fine with older version of Matplotlib (and other packages, but I haven't a log of that)

Thanks,

Olivier

Code to reproduce

import xarray as xr
import matplotlib.pyplot as plt
import cartopy.crs as ccrs

f_c = 'https://thredds-su.ipsl.fr/thredds/dodsC/tgcc_thredds/work/p86mart/GRAF/DATA/eorca1.4.2_coastline.nc'
d_c = xr.open_dataset (f_c)

# Read line data
## lon_coast, lat_coast contain nan where the line must be interrupted
lon_coast = d_c['lon_coast'] ; lat_coast = d_c['lat_coast']

# Describe the model projection in the file
ProjIn = ccrs.PlateCarree (central_longitude=0) 

# Projection for plots
ProjPlot = ccrs.Robinson (central_longitude=0) # Plotted projection

# Creates the figure, with a projection
fix, ax = plt.subplots ( 1, 2, subplot_kw={'projection':ProjPlot} )

# Plot model coastline 
## This plot works, but is not what we want !
ax[0].plot (lon_coast.fillna(0), lat_coast.fillna(0), linewidth=2, color='red' , transform=ProjIn)

# This plot fails. It was OK with Matplotlib 3.7
np.seterr (all='ignore') # Does not help
ax[1].plot (lon_coast, lat_coast, linewidth=1, color='blue', transform=ProjIn)

Traceback

--------------------------------------------------------------------------
GEOSException                             Traceback (most recent call last)
Cell In[17], line 27
     25 # This plot fails. It was OK with Matplotlib 3.7
     26 np.seterr (all='ignore') # Does not help
---> 27 ax[1].plot (lon_coast, lat_coast, linewidth=1, color='blue', transform=ProjIn)

File ~/mambaforge/envs/FULL/lib/python3.10/site-packages/matplotlib/axes/_axes.py:1723, in Axes.plot(self, scalex, scaley, data, *args, **kwargs)
   1721 lines = [*self._get_lines(self, *args, data=data, **kwargs)]
   1722 for line in lines:
-> 1723     self.add_line(line)
   1724 if scalex:
   1725     self._request_autoscale_view("x")

File ~/mambaforge/envs/FULL/lib/python3.10/site-packages/matplotlib/axes/_base.py:2309, in _AxesBase.add_line(self, line)
   2306 if line.get_clip_path() is None:
   2307     line.set_clip_path(self.patch)
-> 2309 self._update_line_limits(line)
   2310 if not line.get_label():
   2311     line.set_label(f'_child{len(self._children)}')

File ~/mambaforge/envs/FULL/lib/python3.10/site-packages/matplotlib/axes/_base.py:2348, in _AxesBase._update_line_limits(self, line)
   2346 if self.transData.is_affine:
   2347     line_trans_path = line._get_transformed_path()
-> 2348     na_path, _ = line_trans_path.get_transformed_path_and_affine()
   2349     data_path = trf_to_data.transform_path_affine(na_path)
   2350 else:

File ~/mambaforge/envs/FULL/lib/python3.10/site-packages/matplotlib/transforms.py:2776, in TransformedPath.get_transformed_path_and_affine(self)
   2770 def get_transformed_path_and_affine(self):
   2771     """
   2772     Return a copy of the child path, with the non-affine part of
   2773     the transform already applied, along with the affine part of
   2774     the path necessary to complete the transformation.
   2775     """
-> 2776     self._revalidate()
   2777     return self._transformed_path, self.get_affine()

File ~/mambaforge/envs/FULL/lib/python3.10/site-packages/matplotlib/transforms.py:2752, in TransformedPath._revalidate(self)
   2746 def _revalidate(self):
   2747     # only recompute if the invalidation includes the non_affine part of
   2748     # the transform
   2749     if (self._invalid == self._INVALID_FULL
   2750             or self._transformed_path is None):
   2751         self._transformed_path = \
-> 2752             self._transform.transform_path_non_affine(self._path)
   2753         self._transformed_points = \
   2754             Path._fast_from_codes_and_verts(
   2755                 self._transform.transform_non_affine(self._path.vertices),
   2756                 None, self._path)
   2757     self._invalid = 0

File ~/mambaforge/envs/FULL/lib/python3.10/site-packages/matplotlib/transforms.py:2426, in CompositeGenericTransform.transform_path_non_affine(self, path)
   2424     return path
   2425 elif not self._a.is_affine and self._b.is_affine:
-> 2426     return self._a.transform_path_non_affine(path)
   2427 else:
   2428     return self._b.transform_path_non_affine(
   2429                             self._a.transform_path(path))

File ~/mambaforge/envs/FULL/lib/python3.10/site-packages/cartopy/mpl/geoaxes.py:186, in InterProjectionTransform.transform_path_non_affine(self, src_path)
    182 geoms = cpatch.path_to_geos(src_path,
    183                             getattr(self, 'force_path_ccw', False))
    185 for geom in geoms:
--> 186     proj_geom = self.target_projection.project_geometry(
    187         geom, self.source_projection)
    188     transformed_geoms.append(proj_geom)
    190 if not transformed_geoms:

File ~/mambaforge/envs/FULL/lib/python3.10/site-packages/cartopy/crs.py:817, in Projection.project_geometry(self, geometry, src_crs)
    815 if not method_name:
    816     raise ValueError(f'Unsupported geometry type {geom_type!r}')
--> 817 return getattr(self, method_name)(geometry, src_crs)

File ~/mambaforge/envs/FULL/lib/python3.10/site-packages/cartopy/crs.py:922, in Projection._project_multiline(self, geometry, src_crs)
    920 geoms = []
    921 for geom in geometry.geoms:
--> 922     r = self._project_line_string(geom, src_crs)
    923     if r:
    924         geoms.extend(r.geoms)

File ~/mambaforge/envs/FULL/lib/python3.10/site-packages/cartopy/crs.py:823, in Projection._project_line_string(self, geometry, src_crs)
    822 def _project_line_string(self, geometry, src_crs):
--> 823     return cartopy.trace.project_linear(geometry, src_crs, self)

File lib/cartopy/trace.pyx:585, in cartopy.trace.project_linear()

File ~/mambaforge/envs/FULL/lib/python3.10/site-packages/shapely/prepared.py:45, in PreparedGeometry.covers(self, other)
     43 def covers(self, other):
     44     """Returns True if the geometry covers the other, else False"""
---> 45     return self.context.covers(other)

File ~/mambaforge/envs/FULL/lib/python3.10/site-packages/shapely/geometry/base.py:650, in BaseGeometry.covers(self, other)
    648 def covers(self, other):
    649     """Returns True if the geometry covers the other, else False"""
--> 650     return _maybe_unpack(shapely.covers(self, other))

File ~/mambaforge/envs/FULL/lib/python3.10/site-packages/shapely/decorators.py:77, in multithreading_enabled.<locals>.wrapped(*args, **kwargs)
     75     for arr in array_args:
     76         arr.flags.writeable = False
---> 77     return func(*args, **kwargs)
     78 finally:
     79     for arr, old_flag in zip(array_args, old_flags):

File ~/mambaforge/envs/FULL/lib/python3.10/site-packages/shapely/predicates.py:688, in covers(a, b, **kwargs)
    642 @multithreading_enabled
    643 def covers(a, b, **kwargs):
    644     """Returns True if no point in geometry B is outside geometry A.
    645 
    646     Parameters
   (...)
    686     False
    687     """
--> 688     return lib.covers(a, b, **kwargs)

GEOSException: IllegalArgumentException: CGAlgorithmsDD::orientationIndex encountered NaN/Inf numbers
Full environment definition

Operating system

Mac OS X 13.5.2

Cartopy versions (and others)

Version python : 3.10.12 | packaged by conda-forge | (main, Jun 23 2023, 22:39:40) [Clang 15.0.7 ]
Version numpy : 1.23.5
Version xarray : 2023.9.0
Version Matplotlib : 3.8.0
Version Cartopy : 0.22.0

conda list

# packages in environment at /Users/marti/mambaforge/envs/FULL:
#
# Name                    Version                   Build  Channel
_py-xgboost-mutex         2.0                       cpu_0    conda-forge
_r-mutex                  1.0.1               anacondar_1    conda-forge
affine                    2.4.0              pyhd8ed1ab_0    conda-forge
antlr-python-runtime      4.7.2           py310h2ec42d9_1003    conda-forge
anyio                     4.0.0              pyhd8ed1ab_0    conda-forge
aom                       3.6.1                he965462_0    conda-forge
appdirs                   1.4.4              pyh9f0ad1d_0    conda-forge
appnope                   0.1.3              pyhd8ed1ab_0    conda-forge
argon2-cffi               23.1.0             pyhd8ed1ab_0    conda-forge
argon2-cffi-bindings      21.2.0          py310h6729b98_4    conda-forge
arrow                     1.3.0              pyhd8ed1ab_0    conda-forge
asttokens                 2.4.0              pyhd8ed1ab_0    conda-forge
async-lru                 2.0.4              pyhd8ed1ab_0    conda-forge
atk-1.0                   2.38.0               h1d18e73_1    conda-forge
attrs                     23.1.0             pyh71513ae_1    conda-forge
aws-c-auth                0.7.4                h7fea801_1    conda-forge
aws-c-cal                 0.6.2                hfc10710_2    conda-forge
aws-c-common              0.9.3                h0dc2134_0    conda-forge
aws-c-compression         0.2.17               hd41bdd4_3    conda-forge
aws-c-event-stream        0.3.2                hab6341b_1    conda-forge
aws-c-http                0.7.13               h868b204_1    conda-forge
aws-c-io                  0.13.32              hc4800aa_4    conda-forge
aws-c-mqtt                0.9.6                he6da789_2    conda-forge
aws-c-s3                  0.3.17               h5997705_3    conda-forge
aws-c-sdkutils            0.1.12               hd41bdd4_2    conda-forge
aws-checksums             0.1.17               hd41bdd4_2    conda-forge
aws-crt-cpp               0.23.1               h4e3dc9b_5    conda-forge
aws-sdk-cpp               1.11.156             h99d1da1_3    conda-forge
babel                     2.12.1             pyhd8ed1ab_1    conda-forge
backcall                  0.2.0              pyh9f0ad1d_0    conda-forge
backports                 1.0                pyhd8ed1ab_3    conda-forge
backports.functools_lru_cache 1.6.5              pyhd8ed1ab_0    conda-forge
bagit                     1.8.1                    pypi_0    pypi
beautifulsoup4            4.12.2             pyha770c72_0    conda-forge
bleach                    6.0.0              pyhd8ed1ab_0    conda-forge
blosc                     1.21.5               heccf04b_0    conda-forge
bokeh                     3.2.2              pyhd8ed1ab_0    conda-forge
branca                    0.6.0              pyhd8ed1ab_0    conda-forge
brotli                    1.1.0                h0dc2134_1    conda-forge
brotli-bin                1.1.0                h0dc2134_1    conda-forge
brotli-python             1.1.0           py310h9e9d8ca_1    conda-forge
brunsli                   0.1                  h046ec9c_0    conda-forge
bs4                       4.12.2               hd8ed1ab_0    conda-forge
bwidget                   1.9.14               h694c41f_1    conda-forge
bzip2                     1.0.8                h0d85af4_4    conda-forge
c-ares                    1.19.1               h0dc2134_0    conda-forge
c-blosc2                  2.10.4               h0dcb076_0    conda-forge
ca-certificates           2023.7.22            h8857fd0_0    conda-forge
cached-property           1.5.2                hd8ed1ab_1    conda-forge
cached_property           1.5.2              pyha770c72_1    conda-forge
cairo                     1.16.0            hfdb49f2_1017    conda-forge
cartopy                   0.22.0          py310h5e4fcda_0    conda-forge
cattrs                    23.1.2             pyhd8ed1ab_0    conda-forge
cctools_osx-64            973.0.1             ha1c5b94_14    conda-forge
cdat_info                 8.2.1              pyhd8ed1ab_2    conda-forge
cdms2                     3.1.5           py310h747318d_21    conda-forge
cdo                       2.2.2                h4f18e44_2    conda-forge
cdsapi                    0.6.1              pyhd8ed1ab_0    conda-forge
cdtime                    3.1.4           py310h90346de_11    conda-forge
certifi                   2023.7.22          pyhd8ed1ab_0    conda-forge
cf-units                  3.2.0           py310hc1335a1_0    conda-forge
cf_xarray                 0.8.4              pyhd8ed1ab_0    conda-forge
cffi                      1.16.0          py310hdca579f_0    conda-forge
cfitsio                   4.3.0                h66f91ea_0    conda-forge
cftime                    1.6.2           py310hf0b6da5_2    conda-forge
cfunits                   3.3.6              pyhd8ed1ab_0    conda-forge
charls                    2.4.2                he965462_0    conda-forge
charset-normalizer        3.2.0              pyhd8ed1ab_0    conda-forge
clang                     16.0.6               hc177806_1    conda-forge
clang-16                  16.0.6          default_h762fdd7_1    conda-forge
clang_osx-64              16.0.6               h8787910_1    conda-forge
clangxx                   16.0.6          default_h762fdd7_1    conda-forge
clangxx_osx-64            16.0.6               h1b7723c_1    conda-forge
click                     8.1.7           unix_pyh707e725_0    conda-forge
click-plugins             1.1.1                      py_0    conda-forge
cligj                     0.7.2              pyhd8ed1ab_1    conda-forge
cloudpickle               2.2.1              pyhd8ed1ab_0    conda-forge
cmcrameri                 1.7                pyhd8ed1ab_0    conda-forge
cmocean                   3.0.3              pyhd8ed1ab_0    conda-forge
colorama                  0.4.6              pyhd8ed1ab_0    conda-forge
colorcet                  3.0.1              pyhd8ed1ab_0    conda-forge
colorspacious             1.1.2              pyh24bf2e0_0    conda-forge
comm                      0.1.4              pyhd8ed1ab_0    conda-forge
compiler-rt               16.0.6               he1888fc_0    conda-forge
compiler-rt_osx-64        16.0.6               he1888fc_0    conda-forge
configobj                 5.0.8              pyhd8ed1ab_0    conda-forge
contourpy                 1.1.1           py310h88cfcbd_1    conda-forge
cryptography              41.0.4          py310ha1817de_0    conda-forge
curl                      8.3.0                h5f667d7_0    conda-forge
cycler                    0.11.0             pyhd8ed1ab_0    conda-forge
cython                    3.0.2           py310h9e9d8ca_2    conda-forge
cytoolz                   0.12.2          py310h6729b98_1    conda-forge
dask                      2023.9.3           pyhd8ed1ab_0    conda-forge
dask-core                 2023.9.3           pyhd8ed1ab_0    conda-forge
dav1d                     1.2.1                h0dc2134_0    conda-forge
debugpy                   1.8.0           py310h9e9d8ca_1    conda-forge
decorator                 5.1.1              pyhd8ed1ab_0    conda-forge
defusedxml                0.7.1              pyhd8ed1ab_0    conda-forge
demjson3                  3.0.6                    pypi_0    pypi
deprecation               2.1.0              pyh9f0ad1d_0    conda-forge
dill                      0.3.7                    pypi_0    pypi
distarray                 2.12.2             pyh050c7b8_4    conda-forge
distributed               2023.9.3           pyhd8ed1ab_0    conda-forge
eccodes                   2.32.0               h008e9a8_0    conda-forge
ecmwf-api-client          1.6.3              pyhd8ed1ab_0    conda-forge
entrypoints               0.4                pyhd8ed1ab_0    conda-forge
eofs                      1.4.0                      py_0    conda-forge
esgf-pyclient             0.3.1              pyh1a96a4e_2    conda-forge
esmf                      8.4.2           mpi_mpich_h528c01e_103    conda-forge
esmpy                     8.4.2              pyhc1e730c_4    conda-forge
esmvalcore                2.4.0              pyhd8ed1ab_3    conda-forge
esmvaltool                2.4.0              pyhd8ed1ab_0    conda-forge
esmvaltool-ncl            2.4.0                hd8ed1ab_0    conda-forge
esmvaltool-python         2.4.0              pyhd8ed1ab_0    conda-forge
esmvaltool-r              2.4.0                hd8ed1ab_0    conda-forge
et_xmlfile                1.1.0              pyhd8ed1ab_0    conda-forge
exceptiongroup            1.1.3              pyhd8ed1ab_0    conda-forge
executing                 1.2.0              pyhd8ed1ab_0    conda-forge
expat                     2.5.0                hf0c8a7f_1    conda-forge
f90nml                    1.4.3              pyhd8ed1ab_0    conda-forge
fancycompleter            0.9.1           py310h2ec42d9_1006    conda-forge
fftw                      3.3.10          nompi_h4fa670e_108    conda-forge
findlibs                  0.0.5              pyhd8ed1ab_0    conda-forge
fiona                     1.9.4           py310h10f461c_0    conda-forge
fire                      0.5.0              pyhd8ed1ab_0    conda-forge
flake8                    6.1.0              pyhd8ed1ab_0    conda-forge
flake8-docstrings         1.7.0              pyhd8ed1ab_0    conda-forge
folium                    0.14.0             pyhd8ed1ab_0    conda-forge
font-ttf-dejavu-sans-mono 2.37                 hab24e00_0    conda-forge
font-ttf-inconsolata      3.000                h77eed37_0    conda-forge
font-ttf-source-code-pro  2.038                h77eed37_0    conda-forge
font-ttf-ubuntu           0.83                 hab24e00_0    conda-forge
fontconfig                2.14.2               h5bb23bf_0    conda-forge
fonts-conda-ecosystem     1                             0    conda-forge
fonts-conda-forge         1                             0    conda-forge
fonttools                 4.43.0          py310h6729b98_0    conda-forge
fqdn                      1.5.1              pyhd8ed1ab_0    conda-forge
freetype                  2.12.1               h60636b9_2    conda-forge
freexl                    2.0.0                h3ec172f_0    conda-forge
fribidi                   1.0.10               hbcb3906_0    conda-forge
fsspec                    2023.9.2           pyh1a96a4e_0    conda-forge
future                    0.18.3             pyhd8ed1ab_0    conda-forge
g2clib                    1.7.0                h694c41f_4    conda-forge
gdal                      3.7.2           py310hbe79b9e_4    conda-forge
gdk-pixbuf                2.42.10              h5968b1e_3    conda-forge
geopandas                 0.14.0             pyhd8ed1ab_0    conda-forge
geopandas-base            0.14.0             pyha770c72_0    conda-forge
geos                      3.12.0               he965462_0    conda-forge
geotiff                   1.7.1               hc41fca6_13    conda-forge
gettext                   0.21.1               h8a4c099_0    conda-forge
gflags                    2.2.2             hb1e8313_1004    conda-forge
gfortran_impl_osx-64      12.3.0               h54fd467_1    conda-forge
gfortran_osx-64           12.3.0               h18f7dce_1    conda-forge
ghostscript               10.02.0              he965462_0    conda-forge
giflib                    5.2.1                hb7f2c08_3    conda-forge
glog                      0.6.0                h8ac2a54_0    conda-forge
gmp                       6.2.1                h2e338ed_0    conda-forge
graphite2                 1.3.13            h2e338ed_1001    conda-forge
graphviz                  8.1.0                hc7f41f9_0    conda-forge
gsl                       2.7                  h93259b0_0    conda-forge
gsw                       3.6.17          py310hc1335a1_0    conda-forge
gtk2                      2.24.33              h7c1209e_2    conda-forge
gts                       0.7.6                h53e17e3_4    conda-forge
harfbuzz                  8.2.1                h7666e2a_0    conda-forge
hdf4                      4.2.15               h9804679_6    conda-forge
hdf5                      1.14.2          mpi_mpich_h3618df7_0    conda-forge
hdfeos2                   2.20              h7122b0a_1003    conda-forge
hdfeos5                   5.1.16              hca3f194_15    conda-forge
holoviews                 1.17.1             pyhd8ed1ab_0    conda-forge
humanfriendly             10.0            py310h2ec42d9_4    conda-forge
hvplot                    0.8.4              pyhd8ed1ab_1    conda-forge
icu                       73.2                 hf5e326d_0    conda-forge
idna                      3.4                pyhd8ed1ab_0    conda-forge
imagecodecs               2023.9.18       py310hb72ea00_0    conda-forge
imageio                   2.31.1             pyh24c5eb1_0    conda-forge
imagemagick               7.1.1_19        pl5321hfd0a208_0    conda-forge
importlib-metadata        6.8.0              pyha770c72_0    conda-forge
importlib_metadata        6.8.0                hd8ed1ab_0    conda-forge
importlib_resources       6.1.0              pyhd8ed1ab_0    conda-forge
iniconfig                 2.0.0              pyhd8ed1ab_0    conda-forge
ipdb                      0.13.13            pyhd8ed1ab_0    conda-forge
ipykernel                 6.25.2             pyh1050b4e_0    conda-forge
ipympl                    0.9.3              pyhd8ed1ab_0    conda-forge
ipython                   8.16.1             pyh31c8845_0    conda-forge
ipython_genutils          0.2.0                      py_1    conda-forge
ipywidgets                8.1.1              pyhd8ed1ab_0    conda-forge
iris                      3.7.0              pyha770c72_0    conda-forge
isl                       0.25                 hb486fe8_0    conda-forge
isodate                   0.6.1              pyhd8ed1ab_0    conda-forge
isoduration               20.11.0            pyhd8ed1ab_0    conda-forge
itsdangerous              2.1.2              pyhd8ed1ab_0    conda-forge
jasper                    4.0.0                h794afb9_1    conda-forge
jbig                      2.1               h0d85af4_2003    conda-forge
jedi                      0.19.1             pyhd8ed1ab_0    conda-forge
jinja2                    3.1.2              pyhd8ed1ab_1    conda-forge
joblib                    1.3.2              pyhd8ed1ab_0    conda-forge
json-c                    0.17                 h8e11ae5_0    conda-forge
json5                     0.9.14             pyhd8ed1ab_0    conda-forge
jsonpointer               2.4             py310h2ec42d9_3    conda-forge
jsonschema                4.19.1             pyhd8ed1ab_0    conda-forge
jsonschema-specifications 2023.7.1           pyhd8ed1ab_0    conda-forge
jsonschema-with-format-nongpl 4.19.1             pyhd8ed1ab_0    conda-forge
jupyter-lsp               2.2.0              pyhd8ed1ab_0    conda-forge
jupyter_client            8.3.1              pyhd8ed1ab_0    conda-forge
jupyter_core              5.3.2           py310h2ec42d9_0    conda-forge
jupyter_events            0.7.0              pyhd8ed1ab_2    conda-forge
jupyter_server            2.7.3              pyhd8ed1ab_1    conda-forge
jupyter_server_terminals  0.4.4              pyhd8ed1ab_1    conda-forge
jupyterlab                4.0.6              pyhd8ed1ab_0    conda-forge
jupyterlab_pygments       0.2.2              pyhd8ed1ab_0    conda-forge
jupyterlab_server         2.25.0             pyhd8ed1ab_0    conda-forge
jupyterlab_widgets        3.0.9              pyhd8ed1ab_0    conda-forge
jupytext                  1.15.2             pyh5da7574_0    conda-forge
jxrlib                    1.1                  h35c211d_2    conda-forge
kealib                    1.5.2                h052fcf7_1    conda-forge
kiwisolver                1.4.5           py310h88cfcbd_1    conda-forge
kneed                     0.8.5                    pypi_0    pypi
krb5                      1.21.2               hb884880_0    conda-forge
latexcodec                2.0.1              pyh9f0ad1d_0    conda-forge
lazy-object-proxy         1.9.0           py310h6729b98_1    conda-forge
lazy_loader               0.3                pyhd8ed1ab_0    conda-forge
lcms2                     2.15                 ha53face_2    conda-forge
ld64_osx-64               609                 ha20a434_14    conda-forge
lerc                      4.0.0                hb486fe8_0    conda-forge
libabseil                 20230802.1      cxx17_h048a20a_0    conda-forge
libaec                    1.1.1                he965462_0    conda-forge
libarchive                3.7.2                h0b5dc4a_0    conda-forge
libarrow                  13.0.0           heeec12f_5_cpu    conda-forge
libavif16                 1.0.1                h4fa63ff_2    conda-forge
libblas                   3.9.0           18_osx64_openblas    conda-forge
libboost-headers          1.82.0               h694c41f_5    conda-forge
libbrotlicommon           1.1.0                h0dc2134_1    conda-forge
libbrotlidec              1.1.0                h0dc2134_1    conda-forge
libbrotlienc              1.1.0                h0dc2134_1    conda-forge
libcblas                  3.9.0           18_osx64_openblas    conda-forge
libcdms                   3.1.2              h7f27781_128    conda-forge
libcf                     1.0.3           py310haa577ff_117    conda-forge
libclang-cpp16            16.0.6          default_h762fdd7_1    conda-forge
libcrc32c                 1.1.2                he49afe7_0    conda-forge
libcurl                   8.3.0                h5f667d7_0    conda-forge
libcxx                    16.0.6               hd57cbcb_0    conda-forge
libdeflate                1.19                 ha4e1b8e_0    conda-forge
libedit                   3.1.20191231         h0678c8f_2    conda-forge
libev                     4.33                 haf1e3a3_1    conda-forge
libevent                  2.1.12               ha90c15b_1    conda-forge
libexpat                  2.5.0                hf0c8a7f_1    conda-forge
libffi                    3.4.2                h0d85af4_5    conda-forge
libgd                     2.3.3                h91ac1b9_8    conda-forge
libgdal                   3.7.2                h57f23c7_4    conda-forge
libgfortran               5.0.0           13_2_0_h97931a8_1    conda-forge
libgfortran-devel_osx-64  12.3.0               h0b6f5ec_1    conda-forge
libgfortran5              13.2.0               h2873a65_1    conda-forge
libgirepository           1.78.1               h388745a_1    conda-forge
libglib                   2.78.0               hc62aa5d_0    conda-forge
libgoogle-cloud           2.12.0               hc7e40ee_2    conda-forge
libgrpc                   1.57.0               ha2534ac_1    conda-forge
libiconv                  1.17                 hac89ed1_0    conda-forge
libidn2                   2.3.4                hb7f2c08_0    conda-forge
libjpeg-turbo             2.1.5.1              h0dc2134_1    conda-forge
libkml                    1.3.0             hab3ca0e_1017    conda-forge
liblapack                 3.9.0           18_osx64_openblas    conda-forge
libllvm14                 14.0.6               hc8e404f_4    conda-forge
libllvm16                 16.0.6               he4b1e75_2    conda-forge
libnetcdf                 4.9.2           mpi_mpich_h7b431e5_12    conda-forge
libnghttp2                1.52.0               he2ab024_0    conda-forge
libopenblas               0.3.24          openmp_h48a4ad5_0    conda-forge
libpnetcdf                1.12.3          mpi_mpich_hb9078ee_101    conda-forge
libpng                    1.6.39               ha978bb4_0    conda-forge
libpq                     16.0                 h3df487d_1    conda-forge
libprotobuf               4.23.4               he0c2237_6    conda-forge
librsvg                   2.56.3               hec3db73_0    conda-forge
librttopo                 1.1.0               h23f359d_14    conda-forge
libsodium                 1.0.18               hbcb3906_1    conda-forge
libspatialindex           1.9.3                he49afe7_4    conda-forge
libspatialite             5.1.0                h231fb02_0    conda-forge
libsqlite                 3.43.0               h58db7d2_0    conda-forge
libssh2                   1.11.0               hd019ec5_0    conda-forge
libthrift                 0.19.0               h064b379_1    conda-forge
libtiff                   4.6.0                haeeb97c_1    conda-forge
libtool                   2.4.7                hf0c8a7f_0    conda-forge
libunistring              0.9.10               h0d85af4_0    conda-forge
libutf8proc               2.8.0                hb7f2c08_0    conda-forge
libuuid                   2.38.1               hb7f2c08_0    conda-forge
libwebp                   1.3.2                h772a4e4_0    conda-forge
libwebp-base              1.3.2                h0dc2134_0    conda-forge
libxcb                    1.15                 hb7f2c08_0    conda-forge
libxgboost                1.7.6            cpu_h72f100a_2    conda-forge
libxml2                   2.11.5               h3346baf_1    conda-forge
libxslt                   1.1.37               h20bfa82_1    conda-forge
libzip                    1.10.1               hc158999_3    conda-forge
libzlib                   1.2.13               h8a1eda9_5    conda-forge
libzopfli                 1.0.3                h046ec9c_0    conda-forge
lime                      0.2.0.1            pyhd8ed1ab_1    conda-forge
linkify-it-py             2.0.0              pyhd8ed1ab_0    conda-forge
lipd                      0.2.8.8                  pypi_0    pypi
llvm-openmp               16.0.6               hff08bdf_0    conda-forge
llvm-tools                16.0.6               he4b1e75_2    conda-forge
llvmlite                  0.40.1          py310hd8379ad_0    conda-forge
locket                    1.0.0              pyhd8ed1ab_0    conda-forge
lxml                      4.9.3           py310h479f746_1    conda-forge
lz4                       4.3.2           py310h4c8952d_1    conda-forge
lz4-c                     1.9.4                hf0c8a7f_0    conda-forge
lzo                       2.10              haf1e3a3_1000    conda-forge
magics                    4.14.2               h419c579_1    conda-forge
magics-python             1.5.8              pyhd8ed1ab_1    conda-forge
make                      4.3                  h22f3db7_1    conda-forge
mapclassify               2.5.0              pyhd8ed1ab_1    conda-forge
markdown                  3.4.4              pyhd8ed1ab_0    conda-forge
markdown-it-py            3.0.0              pyhd8ed1ab_0    conda-forge
markupsafe                2.1.3           py310h6729b98_1    conda-forge
matplotlib-base           3.8.0           py310hf92ae1b_1    conda-forge
matplotlib-inline         0.1.6              pyhd8ed1ab_0    conda-forge
mccabe                    0.7.0              pyhd8ed1ab_0    conda-forge
mdit-py-plugins           0.4.0              pyhd8ed1ab_0    conda-forge
mdurl                     0.1.0              pyhd8ed1ab_0    conda-forge
minizip                   4.0.1                h64dbd51_5    conda-forge
mistune                   3.0.1              pyhd8ed1ab_0    conda-forge
mpc                       1.3.1                h81bd1dd_0    conda-forge
mpfr                      4.2.0                h4f9bd69_0    conda-forge
mpi                       1.0                       mpich    conda-forge
mpich                     4.1.2              hd33e60e_100    conda-forge
msgpack-python            1.0.6           py310h88cfcbd_0    conda-forge
multiprocess              0.70.15                  pypi_0    pypi
munch                     4.0.0              pyhd8ed1ab_0    conda-forge
munkres                   1.1.4              pyh9f0ad1d_0    conda-forge
myproxyclient             2.1.0              pyhd8ed1ab_2    conda-forge
natsort                   8.4.0              pyhd8ed1ab_0    conda-forge
nbclient                  0.8.0              pyhd8ed1ab_0    conda-forge
nbconvert                 7.8.0              pyhd8ed1ab_0    conda-forge
nbconvert-core            7.8.0              pyhd8ed1ab_0    conda-forge
nbconvert-pandoc          7.8.0              pyhd8ed1ab_0    conda-forge
nbformat                  5.9.2              pyhd8ed1ab_0    conda-forge
nc-time-axis              1.4.1              pyhd8ed1ab_0    conda-forge
nceplibs-g2c              1.7.0                h48f9dc5_4    conda-forge
ncl                       6.6.2               h0c4400e_50    conda-forge
nco                       5.1.8                h6025318_0    conda-forge
ncurses                   6.4                  hf0c8a7f_0    conda-forge
nest-asyncio              1.5.6              pyhd8ed1ab_0    conda-forge
netcdf-fortran            4.6.1           mpi_mpich_h4ee704f_2    conda-forge
netcdf4                   1.6.4           nompi_py310h5076b6f_103    conda-forge
networkx                  3.1                pyhd8ed1ab_0    conda-forge
nibabel                   5.1.0                    pypi_0    pypi
nitime                    0.10.1                   pypi_0    pypi
notebook-shim             0.2.3              pyhd8ed1ab_0    conda-forge
nspr                      4.35                 hea0b92c_0    conda-forge
nss                       3.94                 hd6ac835_0    conda-forge
numba                     0.57.1          py310he09a53b_0    conda-forge
numpy                     1.23.5                   pypi_0    pypi
openblas                  0.3.24          openmp_hd7704e8_0    conda-forge
openjpeg                  2.5.0                ha4da562_3    conda-forge
openpyxl                  3.1.2           py310h6729b98_1    conda-forge
openssl                   3.1.3                h8a1eda9_0    conda-forge
orc                       1.9.0                ha4ae40d_2    conda-forge
overrides                 7.4.0              pyhd8ed1ab_0    conda-forge
packaging                 23.2               pyhd8ed1ab_0    conda-forge
palettable                3.3.3              pyhd8ed1ab_0    conda-forge
pandas                    2.1.1           py310h5262a37_1    conda-forge
pandoc                    3.1.3                h9d075a6_0    conda-forge
pandocfilters             1.5.0              pyhd8ed1ab_0    conda-forge
panel                     1.2.3              pyhd8ed1ab_0    conda-forge
pango                     1.50.14              h19c1c8a_2    conda-forge
parallelio                2.6.2           mpi_mpich_h29132f8_100    conda-forge
param                     1.13.0             pyh1a96a4e_0    conda-forge
parso                     0.8.3              pyhd8ed1ab_0    conda-forge
partd                     1.4.1              pyhd8ed1ab_0    conda-forge
pathos                    0.3.1                    pypi_0    pypi
patsy                     0.5.3              pyhd8ed1ab_0    conda-forge
pcre2                     10.40                h1c4e4bc_0    conda-forge
pdbpp                     0.10.3             pyhd8ed1ab_0    conda-forge
peakutils                 1.3.4              pyhd8ed1ab_0    conda-forge
pep8                      1.7.1                      py_0    conda-forge
pep8-naming               0.13.3             pyhd8ed1ab_0    conda-forge
perl                      5.32.1          4_h0dc2134_perl5    conda-forge
pexpect                   4.8.0              pyh1a96a4e_2    conda-forge
pickleshare               0.7.5                   py_1003    conda-forge
pikepdf                   5.6.1           py310h7a76584_1    conda-forge
pillow                    10.0.1          py310h5e9aaff_1    conda-forge
pint                      0.22               pyhd8ed1ab_1    conda-forge
pip                       23.2.1             pyhd8ed1ab_0    conda-forge
pixman                    0.42.2               he965462_0    conda-forge
pkg-config                0.29.2            ha3d46e9_1008    conda-forge
pkgutil-resolve-name      1.3.10             pyhd8ed1ab_1    conda-forge
platformdirs              3.11.0             pyhd8ed1ab_0    conda-forge
plotly                    5.17.0             pyhd8ed1ab_0    conda-forge
pluggy                    1.3.0              pyhd8ed1ab_0    conda-forge
ply                       3.11                     pypi_0    pypi
pooch                     1.7.0              pyhd8ed1ab_4    conda-forge
poppler                   23.08.0              h122f3cb_2    conda-forge
poppler-data              0.4.12               hd8ed1ab_0    conda-forge
postgresql                16.0                 hc940a54_1    conda-forge
pox                       0.3.3                    pypi_0    pypi
ppft                      1.7.6.7                  pypi_0    pypi
proj                      9.3.0                h7d51f5a_1    conda-forge
prometheus_client         0.17.1             pyhd8ed1ab_0    conda-forge
prompt-toolkit            3.0.39             pyha770c72_0    conda-forge
prompt_toolkit            3.0.39               hd8ed1ab_0    conda-forge
prov                      2.0.0              pyhd3deb0d_0    conda-forge
psutil                    5.9.5           py310h6729b98_1    conda-forge
pthread-stubs             0.4               hc929b4f_1001    conda-forge
ptyprocess                0.7.0              pyhd3deb0d_0    conda-forge
pure_eval                 0.2.2              pyhd8ed1ab_0    conda-forge
py-xgboost                1.7.6           cpu_py310h84be057_2    conda-forge
pyarrow                   13.0.0          py310h038dea3_5_cpu    conda-forge
pybind11                  2.11.1          py310h88cfcbd_2    conda-forge
pybind11-global           2.11.1          py310h88cfcbd_2    conda-forge
pybtex                    0.24.0             pyhd8ed1ab_2    conda-forge
pycairo                   1.25.0          py310h0b97775_1    conda-forge
pycodestyle               2.11.0             pyhd8ed1ab_0    conda-forge
pycountry                 22.3.5             pyhd8ed1ab_0    conda-forge
pycparser                 2.21               pyhd8ed1ab_0    conda-forge
pyct                      0.4.6                      py_0    conda-forge
pyct-core                 0.4.6                      py_0    conda-forge
pydocstyle                6.3.0              pyhd8ed1ab_0    conda-forge
pydot                     1.4.2           py310h2ec42d9_4    conda-forge
pyflakes                  3.1.0              pyhd8ed1ab_0    conda-forge
pygments                  2.16.1             pyhd8ed1ab_0    conda-forge
pygobject                 3.46.0          py310hae22443_1    conda-forge
pyhht                     0.1.0                    pypi_0    pypi
pyleoclim                 0.13.0                   pypi_0    pypi
pyobjc-core               10.0            py310hef2d279_0    conda-forge
pyobjc-framework-cocoa    10.0            py310hef2d279_1    conda-forge
pyopenssl                 23.2.0             pyhd8ed1ab_1    conda-forge
pyparsing                 3.1.1              pyhd8ed1ab_0    conda-forge
pyproj                    3.6.1           py310h3455fa7_2    conda-forge
pyreadr                   0.4.9           py310hfbd5ada_1    conda-forge
pyrepl                    0.9.0           py310h6729b98_8    conda-forge
pyshp                     2.3.1              pyhd8ed1ab_0    conda-forge
pysocks                   1.7.1              pyha2e5f31_6    conda-forge
pytest                    7.4.2              pyhd8ed1ab_0    conda-forge
python                    3.10.12         had23ca6_0_cpython    conda-forge
python-cdo                1.6.0              pyhd8ed1ab_0    conda-forge
python-dateutil           2.8.2              pyhd8ed1ab_0    conda-forge
python-fastjsonschema     2.18.1             pyhd8ed1ab_0    conda-forge
python-json-logger        2.0.7              pyhd8ed1ab_0    conda-forge
python-stratify           0.3.0           py310hf0b6da5_1    conda-forge
python-tzdata             2023.3             pyhd8ed1ab_0    conda-forge
python-xxhash             3.3.0           py310h6729b98_1    conda-forge
python.app                1.4             py310h6729b98_3    conda-forge
python_abi                3.10                    4_cp310    conda-forge
pytz                      2023.3.post1       pyhd8ed1ab_0    conda-forge
pyviz_comms               3.0.0              pyhd8ed1ab_0    conda-forge
pywavelets                1.4.1           py310hf0b6da5_1    conda-forge
pyyaml                    6.0.1           py310h6729b98_1    conda-forge
pyzmq                     25.1.1          py310h998be00_1    conda-forge
qpdf                      10.6.3               h9804679_1    conda-forge
r-abind                   1.4_5           r43hc72bb7e_1005    conda-forge
r-akima                   0.6_3.4           r43hfe07776_2    conda-forge
r-backports               1.4.1             r43h6dc245f_2    conda-forge
r-base                    4.3.1                h61172b1_5    conda-forge
r-bigmemory               4.6.1             r43hac7d2d5_2    conda-forge
r-bigmemory.sri           0.1.6             r43hc72bb7e_1    conda-forge
r-callr                   3.7.3             r43hc72bb7e_1    conda-forge
r-checkmate               2.2.0             r43h6dc245f_1    conda-forge
r-class                   7.3_22            r43h6dc245f_1    conda-forge
r-classint                0.4_10            r43hfe07776_0    conda-forge
r-cli                     3.6.1             r43hac7d2d5_1    conda-forge
r-climdex.pcic            1.1_11            r43hac7d2d5_2    conda-forge
r-climprojdiags           0.3.2             r43hc72bb7e_1    conda-forge
r-codetools               0.2_19            r43hc72bb7e_1    conda-forge
r-colorspace              2.1_0             r43h6dc245f_1    conda-forge
r-contfrac                1.1_12          r43h6dc245f_1004    conda-forge
r-cpp11                   0.4.6             r43hc72bb7e_0    conda-forge
r-crayon                  1.5.2             r43hc72bb7e_2    conda-forge
r-cyclocomp               1.1.1             r43hc72bb7e_0    conda-forge
r-dbi                     1.1.3             r43hc72bb7e_2    conda-forge
r-desc                    1.4.2             r43hc72bb7e_2    conda-forge
r-desolve                 1.38              r43hcebeb90_0    conda-forge
r-digest                  0.6.33            r43hac7d2d5_0    conda-forge
r-docopt                  0.7.1             r43hc72bb7e_3    conda-forge
r-doparallel              1.0.17            r43hc72bb7e_2    conda-forge
r-dotcall64               1.0_2             r43hfe07776_2    conda-forge
r-e1071                   1.7_13            r43hac7d2d5_1    conda-forge
r-ellipsis                0.3.2             r43h6dc245f_2    conda-forge
r-elliptic                1.4_0             r43hc72bb7e_4    conda-forge
r-evaluate                0.22              r43hc72bb7e_0    conda-forge
r-fansi                   1.0.4             r43h6dc245f_1    conda-forge
r-farver                  2.1.1             r43hac7d2d5_2    conda-forge
r-fields                  15.2              r43hfe07776_0    conda-forge
r-foreach                 1.5.2             r43hc72bb7e_2    conda-forge
r-functional              0.6             r43ha770c72_1004    conda-forge
r-generics                0.1.3             r43hc72bb7e_2    conda-forge
r-geomap                  2.5_5             r43h6dc245f_0    conda-forge
r-geomapdata              2.0_2             r43hc72bb7e_0    conda-forge
r-ggplot2                 3.4.3             r43hc72bb7e_0    conda-forge
r-glue                    1.6.2             r43h6dc245f_2    conda-forge
r-goftest                 1.2_3             r43h6dc245f_2    conda-forge
r-gridextra               2.3             r43hc72bb7e_1005    conda-forge
r-gtable                  0.3.4             r43hc72bb7e_0    conda-forge
r-highr                   0.10              r43hc72bb7e_1    conda-forge
r-hypergeo                1.2_13          r43hc72bb7e_1004    conda-forge
r-isoband                 0.2.7             r43hac7d2d5_2    conda-forge
r-iterators               1.0.14            r43hc72bb7e_2    conda-forge
r-jsonlite                1.8.7             r43h6dc245f_0    conda-forge
r-kernsmooth              2.23_22           r43h06293e5_0    conda-forge
r-knitr                   1.44              r43hc72bb7e_0    conda-forge
r-labeling                0.4.3             r43hc72bb7e_0    conda-forge
r-lattice                 0.21_9            r43h6dc245f_0    conda-forge
r-lazyeval                0.2.2             r43h6dc245f_4    conda-forge
r-lifecycle               1.0.3             r43hc72bb7e_2    conda-forge
r-lintr                   3.1.0             r43hc72bb7e_0    conda-forge
r-lmom                    3.0               r43hfe07776_0    conda-forge
r-lmomco                  2.4.11            r43hc72bb7e_0    conda-forge
r-lmoments                1.3_1             r43hb3f7bb8_5    conda-forge
r-logging                 0.10_108          r43ha770c72_4    conda-forge
r-lubridate               1.9.3             r43h6dc245f_0    conda-forge
r-magrittr                2.0.3             r43h6dc245f_2    conda-forge
r-mapproj                 1.2.11            r43h6dc245f_1    conda-forge
r-maps                    3.4.1             r43h6dc245f_2    conda-forge
r-mass                    7.3_60            r43h6dc245f_1    conda-forge
r-matrix                  1.6_1.1           r43hc46c21c_0    conda-forge
r-mba                     0.1_0             r43hac7d2d5_1    conda-forge
r-mgcv                    1.9_0             r43h9c380c6_0    conda-forge
r-multiapply              2.1.4             r43hc72bb7e_1    conda-forge
r-munsell                 0.5.0           r43hc72bb7e_1006    conda-forge
r-nbclust                 3.0.1             r43hc72bb7e_2    conda-forge
r-ncdf4                   1.21              r43h6c36c2e_6    conda-forge
r-ncdf4.helpers           0.3_6             r43hc72bb7e_2    conda-forge
r-nlme                    3.1_163           r43hfe07776_0    conda-forge
r-pcict                   0.5_4.4           r43h6dc245f_1    conda-forge
r-pillar                  1.9.0             r43hc72bb7e_1    conda-forge
r-pkgconfig               2.0.3             r43hc72bb7e_3    conda-forge
r-plyr                    1.8.9             r43hac7d2d5_0    conda-forge
r-processx                3.8.2             r43h6dc245f_0    conda-forge
r-proxy                   0.4_27            r43h6dc245f_2    conda-forge
r-ps                      1.7.5             r43h6dc245f_1    conda-forge
r-purrr                   1.0.2             r43h6dc245f_0    conda-forge
r-r.cache                 0.16.0            r43hc72bb7e_2    conda-forge
r-r.methodss3             1.8.2             r43hc72bb7e_2    conda-forge
r-r.oo                    1.25.0            r43hc72bb7e_2    conda-forge
r-r.utils                 2.12.2            r43hc72bb7e_1    conda-forge
r-r6                      2.5.1             r43hc72bb7e_2    conda-forge
r-rcolorbrewer            1.1_3             r43h785f33e_2    conda-forge
r-rcpp                    1.0.11            r43hac7d2d5_0    conda-forge
r-rcpparmadillo           0.12.6.4.0        r43he9b8800_0    conda-forge
r-rematch2                2.1.2             r43hc72bb7e_3    conda-forge
r-remotes                 2.4.2.1           r43hc72bb7e_0    conda-forge
r-reshape                 0.8.9             r43hbe3e9c8_2    conda-forge
r-rex                     1.2.1             r43hc72bb7e_2    conda-forge
r-rlang                   1.1.1             r43hac7d2d5_1    conda-forge
r-rpmg                    2.2_7             r43hc72bb7e_0    conda-forge
r-rprojroot               2.0.3             r43hc72bb7e_0    conda-forge
r-s2                      1.1.4             r43hc0060d5_1    conda-forge
r-s2dverification         2.10.3            r43hc72bb7e_2    conda-forge
r-scales                  1.2.1             r43hc72bb7e_2    conda-forge
r-sf                      1.0_14            r43haae5d93_1    conda-forge
r-snow                    0.4_4             r43hc72bb7e_2    conda-forge
r-sp                      2.1_0             r43h6dc245f_0    conda-forge
r-spam                    2.9_1             r43hcebeb90_2    conda-forge
r-specsverification       0.5_3             r43hac7d2d5_3    conda-forge
r-spei                    1.8.1             r43hc72bb7e_1    conda-forge
r-styler                  1.10.2            r43hc72bb7e_0    conda-forge
r-tibble                  3.2.1             r43h6dc245f_2    conda-forge
r-timechange              0.2.0             r43hac7d2d5_1    conda-forge
r-tlmoments               0.7.5.3           r43hac7d2d5_1    conda-forge
r-udunits2                0.13.2.1          r43h6dc245f_2    conda-forge
r-units                   0.8_4             r43hac7d2d5_0    conda-forge
r-utf8                    1.2.3             r43h6dc245f_1    conda-forge
r-uuid                    1.1_1             r43h6dc245f_0    conda-forge
r-vctrs                   0.6.3             r43hac7d2d5_0    conda-forge
r-viridis                 0.6.4             r43hc72bb7e_0    conda-forge
r-viridislite             0.4.2             r43hc72bb7e_1    conda-forge
r-withr                   2.5.1             r43hc72bb7e_0    conda-forge
r-wk                      0.8.0             r43hac7d2d5_0    conda-forge
r-xfun                    0.40              r43hac7d2d5_0    conda-forge
r-xml2                    1.3.5             r43h2e0d1c5_0    conda-forge
r-xmlparsedata            1.0.5             r43hc72bb7e_2    conda-forge
r-yaml                    2.3.7             r43h6dc245f_1    conda-forge
r-zoo                     1.8_12            r43h6dc245f_1    conda-forge
rasterio                  1.3.8           py310h8e9ad67_3    conda-forge
rav1e                     0.6.6                h7205ca4_2    conda-forge
rdflib                    7.0.0              pyhd8ed1ab_0    conda-forge
re2                       2023.03.02           h096449b_0    conda-forge
readline                  8.2                  h9e318b2_1    conda-forge
referencing               0.30.2             pyhd8ed1ab_0    conda-forge
regionmask                0.11.0             pyhd8ed1ab_0    conda-forge
requests                  2.31.0             pyhd8ed1ab_0    conda-forge
requests-cache            1.1.0              pyhd8ed1ab_0    conda-forge
rfc3339-validator         0.1.4              pyhd8ed1ab_0    conda-forge
rfc3986-validator         0.1.1              pyh9f0ad1d_0    conda-forge
rpds-py                   0.10.3          py310h3461e44_1    conda-forge
rpy2                      3.5.11          py310r43hc1335a1_2    conda-forge
rtree                     1.0.1           py310had9ce37_3    conda-forge
ruamel.yaml               0.17.35         py310h6729b98_0    conda-forge
ruamel.yaml.clib          0.2.7           py310h6729b98_2    conda-forge
scikit-image              0.21.0          py310h9e9d8ca_0    conda-forge
scikit-learn              1.3.1           py310h9d3367e_0    conda-forge
scipy                     1.11.3          py310h2db466d_0    conda-forge
seaborn                   0.13.0               hd8ed1ab_0    conda-forge
seaborn-base              0.13.0             pyhd8ed1ab_0    conda-forge
seawater                  3.3.4                      py_1    conda-forge
send2trash                1.8.2              pyhd1c38e8_0    conda-forge
setuptools                68.2.2             pyhd8ed1ab_0    conda-forge
shapely                   2.0.1           py310h29d0617_3    conda-forge
sigtool                   0.1.3                h88f4db0_0    conda-forge
simplegeneric             0.8.1                      py_1    conda-forge
simplejson                3.19.1          py310h6729b98_1    conda-forge
sip                       6.7.11                   pypi_0    pypi
six                       1.16.0             pyh6c4a22f_0    conda-forge
snappy                    1.1.10               h225ccf5_0    conda-forge
sniffio                   1.3.0              pyhd8ed1ab_0    conda-forge
snowballstemmer           2.2.0              pyhd8ed1ab_0    conda-forge
snuggs                    1.4.7                      py_0    conda-forge
sortedcontainers          2.4.0              pyhd8ed1ab_0    conda-forge
soupsieve                 2.5                pyhd8ed1ab_1    conda-forge
sparse                    0.14.0             pyhd8ed1ab_0    conda-forge
spectral                  0.23.1                   pypi_0    pypi
sqlite                    3.43.0               h2b0dec6_0    conda-forge
stack_data                0.6.2              pyhd8ed1ab_0    conda-forge
statsmodels               0.14.0          py310hc1335a1_1    conda-forge
suntime                   1.2.5                    pypi_0    pypi
svt-av1                   1.7.0                he965462_0    conda-forge
tabulate                  0.9.0                    pypi_0    pypi
tapi                      1100.0.11            h9ce4665_0    conda-forge
tblib                     2.0.0              pyhd8ed1ab_0    conda-forge
tempest-remap             2.2.0                h8893032_2    conda-forge
tenacity                  8.2.3              pyhd8ed1ab_0    conda-forge
termcolor                 2.3.0              pyhd8ed1ab_0    conda-forge
terminado                 0.17.1             pyhd1c38e8_0    conda-forge
tftb                      0.1.4                    pypi_0    pypi
threadpoolctl             3.2.0              pyha21a80b_0    conda-forge
tifffile                  2023.9.26          pyhd8ed1ab_0    conda-forge
tiledb                    2.16.3               hd3a41d5_3    conda-forge
timeseries                0.5.0                    pypi_0    pypi
tinycss2                  1.2.1              pyhd8ed1ab_0    conda-forge
tk                        8.6.13               hef22860_0    conda-forge
tktable                   2.10                 ha166976_5    conda-forge
toml                      0.10.2             pyhd8ed1ab_0    conda-forge
tomli                     2.0.1              pyhd8ed1ab_0    conda-forge
tomlkit                   0.12.1             pyha770c72_0    conda-forge
toolz                     0.12.0             pyhd8ed1ab_0    conda-forge
tornado                   6.3.3           py310h6729b98_1    conda-forge
tqdm                      4.66.1             pyhd8ed1ab_0    conda-forge
traitlets                 5.11.2             pyhd8ed1ab_0    conda-forge
types-python-dateutil     2.8.19.14          pyhd8ed1ab_0    conda-forge
typing-extensions         4.8.0                hd8ed1ab_0    conda-forge
typing_extensions         4.8.0              pyha770c72_0    conda-forge
typing_utils              0.1.0              pyhd8ed1ab_0    conda-forge
tzcode                    2023c                hb7f2c08_0    conda-forge
tzdata                    2023c                h71feb2d_0    conda-forge
tzlocal                   5.0.1           py310h2ec42d9_1    conda-forge
uc-micro-py               1.0.1              pyhd8ed1ab_0    conda-forge
udunits2                  2.2.28               h516ac8c_2    conda-forge
ujson                     5.8.0           py310h9e9d8ca_0    conda-forge
unicodedata2              15.1.0          py310h6729b98_0    conda-forge
unidecode                 1.3.7                    pypi_0    pypi
uri-template              1.3.0              pyhd8ed1ab_0    conda-forge
uriparser                 0.9.7                hf0c8a7f_1    conda-forge
url-normalize             1.4.3              pyhd8ed1ab_0    conda-forge
urllib3                   2.0.5              pyhd8ed1ab_0    conda-forge
wcwidth                   0.2.8              pyhd8ed1ab_0    conda-forge
webcolors                 1.13               pyhd8ed1ab_0    conda-forge
webencodings              0.5.1              pyhd8ed1ab_2    conda-forge
webob                     1.8.7              pyhd8ed1ab_0    conda-forge
websocket-client          1.6.3              pyhd8ed1ab_0    conda-forge
wget                      3.2                      pypi_0    pypi
wheel                     0.41.2             pyhd8ed1ab_0    conda-forge
widgetsnbextension        4.0.9              pyhd8ed1ab_0    conda-forge
wmctrl                    0.5                pyhd8ed1ab_0    conda-forge
xarray                    2023.9.0           pyhd8ed1ab_0    conda-forge
xcdat                     0.5.0              pyhd8ed1ab_2    conda-forge
xerces-c                  3.2.4                h6314983_3    conda-forge
xesmf                     0.8.2              pyhd8ed1ab_0    conda-forge
xgboost                   1.7.6           cpu_py310h84be057_2    conda-forge
xgcm                      0.8.1              pyhd8ed1ab_0    conda-forge
xlrd                      2.0.1              pyhd8ed1ab_3    conda-forge
xlsxwriter                3.1.6              pyhd8ed1ab_0    conda-forge
xorg-kbproto              1.0.7             h35c211d_1002    conda-forge
xorg-libice               1.1.1                h0dc2134_0    conda-forge
xorg-libsm                1.2.4                h0dc2134_0    conda-forge
xorg-libx11               1.8.6                hbd0b022_0    conda-forge
xorg-libxau               1.0.11               h0dc2134_0    conda-forge
xorg-libxdmcp             1.1.3                h35c211d_0    conda-forge
xorg-libxext              1.3.4                hb7f2c08_2    conda-forge
xorg-libxrender           0.9.11               h0dc2134_0    conda-forge
xorg-libxt                1.3.0                h0dc2134_1    conda-forge
xorg-renderproto          0.11.1            h0d85af4_1002    conda-forge
xorg-xextproto            7.3.0             hb7f2c08_1003    conda-forge
xorg-xproto               7.0.31            h35c211d_1007    conda-forge
xxhash                    0.8.2                h4140336_0    conda-forge
xyzservices               2023.7.0           pyhd8ed1ab_0    conda-forge
xz                        5.2.6                h775f41a_0    conda-forge
yamale                    4.0.4              pyh6c4a22f_0    conda-forge
yaml                      0.2.5                h0d85af4_2    conda-forge
zeromq                    4.3.4                he49afe7_1    conda-forge
zfp                       1.0.0                hf3d7188_4    conda-forge
zict                      3.0.0              pyhd8ed1ab_0    conda-forge
zipp                      3.17.0             pyhd8ed1ab_0    conda-forge
zlib                      1.2.13               h8a1eda9_5    conda-forge
zlib-ng                   2.0.7                hb7f2c08_0    conda-forge
zstd                      1.5.5                h829000d_0    conda-forge

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