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[BUG] Re-projection of WGS lat/long fails as out of bounds #302

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e-lo opened this issue Apr 25, 2022 · 0 comments
Open

[BUG] Re-projection of WGS lat/long fails as out of bounds #302

e-lo opened this issue Apr 25, 2022 · 0 comments
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@e-lo
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bug Something isn't working
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v1.0

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@e-lo
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e-lo commented Apr 25, 2022 •
edited by i-am-sijia

Describe the bug

Some geometries in geopandas dataframe become inf after calling to_crs(), either converting to or from WGS 84 (epsg : 4326). Use the NAD 83 equivalent (epsg : 4269) works.

image

This is a known issue in the community, I don't find a clear solution:
https://gis.stackexchange.com/questions/372351/re-projection-from-bng-to-wsg84-consistently-fails-using-geopandas-to-crs

geopandas/geopandas#798

To Reproduce

See notebook: https://github.com/wsp-sag/Lasso/blob/develop_with_ranch/notebooks/demo-error-with-wgs84-conversion.ipynb

Thoughts on resolution

Use epsg 4629 as alternative standard crs (CRS_alt)

Environment

Operating system: windows 10
Context (conda, jupyter, etc): conda 3
Environment (e.g. output from conda list):

# packages in environment at C:\Users\wangs1\AppData\Local\Continuum\anaconda3\envs\lasso_wsp:
#
# Name                    Version                   Build  Channel
affine                    2.3.0                      py_0    conda-forge
alabaster                 0.7.12                   pypi_0    pypi
argon2-cffi               21.3.0                   pypi_0    pypi
argon2-cffi-bindings      21.2.0                   pypi_0    pypi
atomicwrites              1.4.0                    pypi_0    pypi
attrs                     21.4.0             pyhd8ed1ab_0    conda-forge
babel                     2.9.1                    pypi_0    pypi
backcall                  0.2.0                    pypi_0    pypi
black                     22.1.0                   pypi_0    pypi
bleach                    4.1.0                    pypi_0    pypi
blosc                     1.21.0               h0e60522_0    conda-forge
boost-cpp                 1.74.0               h9f4b32c_7    conda-forge
branca                    0.4.2              pyhd8ed1ab_0    conda-forge
brotli                    1.0.9                h8ffe710_6    conda-forge
brotli-bin                1.0.9                h8ffe710_6    conda-forge
brotlipy                  0.7.0           py37hcc03f2d_1003    conda-forge
bzip2                     1.0.8                h8ffe710_4    conda-forge
ca-certificates           2021.10.8            h5b45459_0    conda-forge
cairo                     1.16.0            h15b3021_1009    conda-forge
cchardet                  2.1.7                    pypi_0    pypi
certifi                   2021.10.8        py37h03978a9_1    conda-forge
cffi                      1.15.0           py37hd8e9650_0    conda-forge
cfitsio                   4.0.0                hd67004f_0    conda-forge
charset-normalizer        2.0.12             pyhd8ed1ab_0    conda-forge
click                     8.0.3            py37h03978a9_1    conda-forge
click-plugins             1.1.1                      py_0    conda-forge
cligj                     0.7.2              pyhd8ed1ab_1    conda-forge
colorama                  0.4.4              pyh9f0ad1d_0    conda-forge
commonmark                0.9.1                    pypi_0    pypi
cryptography              36.0.1           py37h65266a2_0    conda-forge
curl                      7.81.0               h789b8ee_0    conda-forge
cycler                    0.11.0             pyhd8ed1ab_0    conda-forge
debugpy                   1.5.1                    pypi_0    pypi
decorator                 5.1.1                    pypi_0    pypi
defusedxml                0.7.1                    pypi_0    pypi
descartes                 1.1.0                    pypi_0    pypi
docutils                  0.17.1                   pypi_0    pypi
entrypoints               0.4                      pypi_0    pypi
expat                     2.4.4                h39d44d4_0    conda-forge
fiona                     1.8.20           py37heec31cd_4    conda-forge
folium                    0.12.1.post1       pyhd8ed1ab_1    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                2.13.96              h1989441_0    conda-forge
fonts-conda-ecosystem     1                             0    conda-forge
fonts-conda-forge         1                             0    conda-forge
fonttools                 4.29.1           py37hcc03f2d_0    conda-forge
freetype                  2.10.4               h546665d_1    conda-forge
freexl                    1.0.6                ha8e266a_0    conda-forge
fribidi                   1.0.10               h8d14728_0    conda-forge
gdal                      3.4.0           py37h9ecaa47_12    conda-forge
geographiclib             1.52                     pypi_0    pypi
geojson                   2.5.0                    pypi_0    pypi
geopandas                 0.10.2             pyhd8ed1ab_1    conda-forge
geopandas-base            0.10.2             pyha770c72_1    conda-forge
geos                      3.10.1               h39d44d4_1    conda-forge
geotiff                   1.7.0                hc8731e1_5    conda-forge
gettext                   0.19.8.1          ha2e2712_1008    conda-forge
hdf4                      4.2.15               h0e5069d_3    conda-forge
hdf5                      1.12.1          nompi_h2a0e4a3_103    conda-forge
icu                       69.1                 h0e60522_0    conda-forge
idna                      3.3                pyhd8ed1ab_0    conda-forge
imagesize                 1.3.0                    pypi_0    pypi
importlib-metadata        4.11.1           py37h03978a9_0    conda-forge
importlib-resources       5.4.0                    pypi_0    pypi
iniconfig                 1.1.1                    pypi_0    pypi
intel-openmp              2022.0.0          h57928b3_3663    conda-forge
ipykernel                 6.9.1                    pypi_0    pypi
ipython                   7.31.1                   pypi_0    pypi
ipython-genutils          0.2.0                    pypi_0    pypi
ipywidgets                7.6.5                    pypi_0    pypi
isoweek                   1.3.3                    pypi_0    pypi
jbig                      2.1               h8d14728_2003    conda-forge
jedi                      0.18.1                   pypi_0    pypi
jinja2                    3.0.3              pyhd8ed1ab_0    conda-forge
joblib                    1.1.0              pyhd8ed1ab_0    conda-forge
jpeg                      9e                   h8ffe710_0    conda-forge
jsonschema                4.4.0                    pypi_0    pypi
jupyter                   1.0.0                    pypi_0    pypi
jupyter-client            7.1.2                    pypi_0    pypi
jupyter-console           6.4.0                    pypi_0    pypi
jupyter-core              4.9.2                    pypi_0    pypi
jupyterlab-pygments       0.1.2                    pypi_0    pypi
jupyterlab-widgets        1.0.2                    pypi_0    pypi
kealib                    1.4.14               h8995ca9_3    conda-forge
kiwisolver                1.3.2            py37h8c56517_1    conda-forge
krb5                      1.19.2               h20d022d_3    conda-forge
lark-parser               0.12.0                   pypi_0    pypi
lcms2                     2.12                 h2a16943_0    conda-forge
lerc                      3.0                  h0e60522_0    conda-forge
libblas                   3.9.0              13_win64_mkl    conda-forge
libbrotlicommon           1.0.9                h8ffe710_6    conda-forge
libbrotlidec              1.0.9                h8ffe710_6    conda-forge
libbrotlienc              1.0.9                h8ffe710_6    conda-forge
libcblas                  3.9.0              13_win64_mkl    conda-forge
libcurl                   7.81.0               h789b8ee_0    conda-forge
libdeflate                1.10                 h8ffe710_0    conda-forge
libffi                    3.4.2                h8ffe710_5    conda-forge
libgdal                   3.4.0               hf8fe220_12    conda-forge
libglib                   2.70.2               h3be07f2_4    conda-forge
libiconv                  1.16                 he774522_0    conda-forge
libkml                    1.3.0             h9859afa_1014    conda-forge
liblapack                 3.9.0              13_win64_mkl    conda-forge
libnetcdf                 4.8.1           nompi_h1cc8e9d_101    conda-forge
libpng                    1.6.37               h1d00b33_2    conda-forge
libpq                     14.2                 hfcc5ef8_0    conda-forge
librttopo                 1.1.0                he35e8ac_8    conda-forge
libspatialindex           1.9.3                h39d44d4_4    conda-forge
libspatialite             5.0.1               hf126459_12    conda-forge
libssh2                   1.10.0               h680486a_2    conda-forge
libtiff                   4.3.0                hc4061b1_3    conda-forge
libwebp                   1.2.2                h57928b3_0    conda-forge
libwebp-base              1.2.2                h8ffe710_1    conda-forge
libxcb                    1.13              hcd874cb_1004    conda-forge
libxml2                   2.9.12               hf5bbc77_1    conda-forge
libzip                    1.8.0                hfed4ece_1    conda-forge
libzlib                   1.2.11            h8ffe710_1013    conda-forge
lz4-c                     1.9.3                h8ffe710_1    conda-forge
m2w64-gcc-libgfortran     5.3.0                         6    conda-forge
m2w64-gcc-libs            5.3.0                         7    conda-forge
m2w64-gcc-libs-core       5.3.0                         7    conda-forge
m2w64-gmp                 6.1.0                         2    conda-forge
m2w64-libwinpthread-git   5.0.0.4634.697f757               2    conda-forge
mapclassify               2.4.3              pyhd8ed1ab_0    conda-forge
markupsafe                2.1.0            py37hcc03f2d_0    conda-forge
matplotlib-base           3.5.1            py37h4a79c79_0    conda-forge
matplotlib-inline         0.1.3                    pypi_0    pypi
mistune                   0.8.4                    pypi_0    pypi
mkl                       2022.0.0           h0e2418a_796    conda-forge
msys2-conda-epoch         20160418                      1    conda-forge
munch                     2.5.0                      py_0    conda-forge
munkres                   1.1.4              pyh9f0ad1d_0    conda-forge
mypy-extensions           0.4.3                    pypi_0    pypi
nbclient                  0.5.11                   pypi_0    pypi
nbconvert                 6.4.2                    pypi_0    pypi
nbformat                  5.1.3                    pypi_0    pypi
nest-asyncio              1.5.4                    pypi_0    pypi
network-wrangler          0.2.0                     dev_0    <develop>
networkx                  2.6.3              pyhd8ed1ab_1    conda-forge
notebook                  6.4.8                    pypi_0    pypi
numpy                     1.21.5           py37h5fa1a60_0    conda-forge
openjpeg                  2.4.0                hb211442_1    conda-forge
openssl                   1.1.1l               h8ffe710_0    conda-forge
osmnx                     0.15.1                   pypi_0    pypi
packaging                 21.3               pyhd8ed1ab_0    conda-forge
pandas                    1.0.5                    pypi_0    pypi
pandocfilters             1.5.0                    pypi_0    pypi
parso                     0.8.3                    pypi_0    pypi
partridge                 1.1.1                    pypi_0    pypi
pathspec                  0.9.0                    pypi_0    pypi
pcre                      8.45                 h0e60522_0    conda-forge
pickleshare               0.7.5                    pypi_0    pypi
pillow                    9.0.1            py37h8675073_1    conda-forge
pip                       22.0.3             pyhd8ed1ab_0    conda-forge
pixman                    0.40.0               h8ffe710_0    conda-forge
platformdirs              2.5.0                    pypi_0    pypi
pluggy                    1.0.0                    pypi_0    pypi
poppler                   21.11.0              h24fffdf_0    conda-forge
poppler-data              0.4.11               hd8ed1ab_0    conda-forge
postgresql                14.2                 h1c22c4f_0    conda-forge
proj                      8.2.0                h1cfcee9_0    conda-forge
prometheus-client         0.13.1                   pypi_0    pypi
prompt-toolkit            3.0.28                   pypi_0    pypi
pthread-stubs             0.4               hcd874cb_1001    conda-forge
py                        1.11.0                   pypi_0    pypi
pycparser                 2.21               pyhd8ed1ab_0    conda-forge
pygments                  2.11.2                   pypi_0    pypi
pyopenssl                 22.0.0             pyhd8ed1ab_0    conda-forge
pyparsing                 3.0.7              pyhd8ed1ab_0    conda-forge
pyproj                    3.2.1            py37hfa9e037_5    conda-forge
pyrsistent                0.18.1                   pypi_0    pypi
pysocks                   1.7.1            py37h03978a9_4    conda-forge
pytest                    7.0.1                    pypi_0    pypi
python                    3.7.12          h7840368_100_cpython    conda-forge
python-dateutil           2.8.2              pyhd8ed1ab_0    conda-forge
python_abi                3.7                     2_cp37m    conda-forge
pytz                      2021.3             pyhd8ed1ab_0    conda-forge
pywin32                   303                      pypi_0    pypi
rasterio                  1.2.10           py37he0e69fc_3    conda-forge
requests                  2.27.1             pyhd8ed1ab_0    conda-forge
rtree                     0.9.7            py37h13cc57e_3    conda-forge
scikit-learn              1.0.2            py37hcabfae0_0    conda-forge
scipy                     1.7.3            py37hb6553fb_0    conda-forge
setuptools                59.8.0           py37h03978a9_0    conda-forge
shapely                   1.8.0            py37h61d217f_4    conda-forge
six                       1.16.0             pyh6c4a22f_0    conda-forge
snuggs                    1.4.7                      py_0    conda-forge
sqlite                    3.37.0               h8ffe710_0    conda-forge
tbb                       2021.5.0             h2d74725_0    conda-forge
threadpoolctl             3.1.0              pyh8a188c0_0    conda-forge
tiledb                    2.5.3                h95dad36_0    conda-forge
tk                        8.6.12               h8ffe710_0    conda-forge
tornado                   6.1                      pypi_0    pypi
traitlets                 5.1.1                    pypi_0    pypi
typing_extensions         4.1.1              pyha770c72_0    conda-forge
ucrt                      10.0.20348.0         h57928b3_0    conda-forge
unicode                   2.8                      pypi_0    pypi
unicodedata2              14.0.0           py37hcc03f2d_0    conda-forge
unidecode                 1.3.4                    pypi_0    pypi
urllib3                   1.26.8             pyhd8ed1ab_1    conda-forge
vc                        14.2                 hb210afc_6    conda-forge
vs2015_runtime            14.29.30037          h902a5da_6    conda-forge
wcwidth                   0.2.5                    pypi_0    pypi
wheel                     0.37.1             pyhd8ed1ab_0    conda-forge
win_inet_pton             1.1.0            py37h03978a9_3    conda-forge
wrangler-lasso            0.0.1                     dev_0    <develop>
xerces-c                  3.2.3                h0e60522_4    conda-forge
xorg-libxau               1.0.9                hcd874cb_0    conda-forge
xorg-libxdmcp             1.1.3                hcd874cb_0    conda-forge
xyzservices               2022.2.0           pyhd8ed1ab_0    conda-forge
xz                        5.2.5                h62dcd97_1    conda-forge
zipp                      3.7.0              pyhd8ed1ab_1    conda-forge
zlib                      1.2.11            h8ffe710_1013    conda-forge
zstd                      1.5.2                h6255e5f_0    conda-forge
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