Welcome to geospatial¶
A Python package for installing commonly used packages for geospatial analysis and data visualization with only one command.
- Free software: MIT license
- Documentation: https://geospatial.gishub.org
Disclaimer¶
Currently, the geospatial package only helps you install commonly used packages for geospatial analysis and data visualization with only one command, making it easier to set up a conda environment for geospatial analysis and avoid dependency conflicts during installation. The geospatial package itself does not have any meaningful functions yet. After installation, you can continue to the commonly used geospatial packages as usual.
Installation¶
Installing commonly used packages for geospatial analysis and data visualization with only one command.
mamba install -c conda-forge geospatialVideo Tutorial¶
Conda-forge recipe¶
The recipe of the geospatial Python package on the conda-forge channel:
- python >=3.8
- apache-sedona
- bokeh
- cartopy
- cenpy
- contextily
- cubo
- dask-geopandas
- datashader
- earthaccess
- earthengine-api
- earthpy
- easystac
- eemont
- eomaps
- eoreader
- fiona
- folium >=0.12.1
- geemap >=0.30.4
- geoalchemy2
- geocube
- geopandas >=0.10.2
- geotiff
- geosnap
- geoviews
- h3
- h3-py
- hvplot
- ipygany
- ipyleaflet >=0.16.0
- ipyvtklink
- keplergl
- laspy
- leafmap >=0.31.0
- lidar
- localtileserver >=0.10.0
- mapboxgl
- mapclassify
- mapwidget
- movingpandas
- netcdf4
- odc-stac
- osmnx
- owslib
- panel
- palettable
- pillow
- planetary-computer
- plotly
- psycopg2
- pydeck
- pygis >=0.6.0
- pyntcloud
- pysal
- pyshp
- pystac-client
- python-mss
- pyvista
- radiant-mlhub
- rasterio
- rasterstats
- rio-cogeo
- rioxarray
- s2cloudless
- sarpy
- satpy
- sentinelsat
- shapely
- simplekml
- sliderule
- spyndex
- sqlalchemy
- stackstac
- tropycal
- usgs
- whitebox
- whiteboxgui
- wxee
- xarray
- xarray-spatial
- xee
- xmovie
- xyzservicesSuggestions for adding packages to geospatial¶
If you would like to suggest new packages to be added to the geospatial stack, please follow the steps below:
Check the Installed packages section to see if the suggested packages are listed. If they are already listed, then you can skip the following steps.
Search the suggested packages on conda-forge and make sure they can be found there. If not, that means the suggested packages are not available on conda-forge. If this is the case, then they cannot be added to the geospatial stack. Then you can skip the following step.
Leave the names of suggested packages on the geospatial GitHub repo if they meet the above requirements. I will then test the suggested packages and add them to the geospatial stack as appropriate.
Installed packages¶
The complete list of Python packages that will be installed along with geospatial.
In [1]:
Copied!
!pip list
!pip list
Package Version ------------------------------- -------------- access 1.1.9 aenum 3.1.15 affine 2.4.0 aiobotocore 2.12.1 aiohttp 3.9.3 aioitertools 0.11.0 aiosignal 1.3.1 alabaster 0.7.16 aniso8601 9.0.1 annotated-types 0.6.0 anyio 4.3.0 anywidget 0.9.3 apache-sedona 1.5.1 appdirs 1.4.4 argon2-cffi 23.1.0 argon2-cffi-bindings 21.2.0 arrow 1.3.0 asciitree 0.3.3 asttokens 2.4.1 async-lru 2.0.4 attrs 23.2.0 azure-core 1.30.1 azure-storage-blob 12.19.1 Babel 2.14.0 beautifulsoup4 4.12.3 black 24.3.0 bleach 6.1.0 blinker 1.7.0 bokeh 3.3.4 boto3 1.34.51 botocore 1.34.51 bounded-pool-executor 0.0.3 bqplot 0.12.43 branca 0.7.1 Brotli 1.1.0 bump2version 1.0.1 cachelib 0.9.0 cachetools 5.3.3 cenpy 1.0.1 certifi 2024.2.2 cffi 1.16.0 cftime 1.6.3 chardet 5.2.0 charset-normalizer 3.3.2 chroma-py 0.1.0.dev1 click 8.1.7 click-plugins 1.1.1 cligj 0.7.2 cloudpathlib 0.18.1 cloudpickle 3.0.0 codespell 2.2.6 color-operations 0.1.3 colorama 0.4.6 colorcet 3.1.0 colorlog 6.8.2 colour 0.1.5 comm 0.2.2 configobj 5.0.8 contextily 1.5.2 contourpy 1.2.0 coverage 7.4.4 cryptography 42.0.5 cssselect2 0.7.0 cubo 2024.1.1 cycler 0.12.1 Cython 3.0.9 dask 2024.3.1 dask-expr 1.0.4 dask-geopandas 0.3.1 dataclasses-json 0.6.4 datashader 0.16.0 debugpy 1.8.1 decorator 5.1.1 defusedxml 0.7.1 deprecation 2.1.0 dicttoxml 1.7.16 dill 0.3.8 distlib 0.3.8 distributed 2024.3.1 docopt 0.6.2 docutils 0.20.1 donfig 0.8.1.post0 duckdb 0.10.1 earthaccess 0.9.0 earthengine-api 0.1.394 earthpy 0.9.4 easystac 0.0.1 ee_extra 0.0.15 eemont 0.3.6 eerepr 0.0.4 entrypoints 0.4 eoreader 0.21.0.post0 esda 2.5.1 executing 2.0.1 fasteners 0.19 fastjsonschema 2.19.1 ffmpeg-python 0.2.0 filelock 3.13.1 fiona 1.9.6 flake8 7.0.0 Flask 3.0.2 Flask-Caching 2.1.0 Flask-Cors 4.0.0 flask-restx 1.3.0 folium 0.16.0 fonttools 4.50.0 fqdn 1.5.1 frozenlist 1.4.1 fsspec 2024.3.1 future 1.0.0 fuzzywuzzy 0.18.0 GDAL 3.9.0 gdown 5.1.0 geeadd 1.1.0 geedim 1.7.2 geemap 0.32.0 GeoAlchemy2 0.14.6 geocoder 1.38.1 geocube 0.5.1 geographiclib 2.0 geojson 3.1.0 geomet 1.1.0 geopandas 0.14.3 geopy 2.4.1 geospatial 0.10.2 geotiff 0.2.10 ghp-import 2.1.0 giddy 2.3.5 gitdb 4.0.11 GitPython 3.1.42 google-api-core 2.17.1 google-api-python-client 2.122.0 google-auth 2.28.2 google-auth-httplib2 0.2.0 google-cloud-core 2.4.1 google-cloud-storage 2.16.0 google-crc32c 1.5.0 google-resumable-media 2.7.0 googleapis-common-protos 1.63.0 greenlet 3.0.3 grip 4.6.2 h11 0.14.0 h3 3.7.7 h5netcdf 1.3.0 h5py 3.10.0 holoviews 1.18.3 html2text 2024.2.26 html5lib 1.1 httpcore 1.0.4 httplib2 0.22.0 httpx 0.27.0 hvplot 0.9.2 idna 3.6 imageio 2.34.0 imagesize 1.4.1 importlib_metadata 7.0.2 importlib_resources 6.3.1 inequality 1.0.1 ipycanvas 0.13.1 ipyevents 2.0.2 ipyfilechooser 0.6.0 ipygany 0.5.0 ipykernel 6.29.3 ipyleaflet 0.18.2 ipynb-py-convert 0.4.6 ipython 8.22.2 ipython-genutils 0.2.0 ipytree 0.2.2 ipyvtklink 0.2.3 ipywidgets 7.8.1 isodate 0.6.1 isoduration 20.11.0 itsdangerous 2.1.2 jaraco.classes 3.3.1 jedi 0.19.1 jeepney 0.8.0 Jinja2 3.1.3 jmespath 1.0.1 joblib 1.3.2 json5 0.9.24 jsonpointer 2.4 jsonschema 4.21.1 jsonschema-specifications 2023.12.1 jupyter_client 8.6.1 jupyter_core 5.7.2 jupyter-events 0.10.0 jupyter-lsp 2.2.4 jupyter_server 2.13.0 jupyter_server_terminals 0.5.3 jupyterlab 4.1.5 jupyterlab_pygments 0.3.0 jupyterlab_server 2.25.4 jupyterlab-widgets 1.1.7 jupytext 1.16.1 kaleido 0.2.1 keplergl 0.3.2 keyring 24.3.1 kiwisolver 1.4.5 laspy 2.5.3 lazy_loader 0.3 leafmap 0.31.5 libpysal 4.10 lightgbm 4.3.0 linkify-it-py 2.0.3 livereload 2.6.3 llvmlite 0.42.0 localtileserver 0.10.1 locket 1.0.0 logzero 1.7.0 lonboard 0.6.0 lxml 5.1.0 lz4 4.3.3 mapboxgl 0.10.2 mapclassify 2.6.1 mapwidget 0.1.2 Markdown 3.6 markdown-callouts 0.4.0 markdown-it-py 3.0.0 MarkupSafe 2.1.5 marshmallow 3.21.1 matplotlib 3.8.3 matplotlib-inline 0.1.6 mccabe 0.7.0 mdit-py-plugins 0.4.0 mdurl 0.1.2 mercantile 1.2.1 mergedeep 1.3.4 methodtools 0.4.7 mgwr 2.2.1 mistune 0.8.4 mkdocs 1.5.3 mkdocs-autorefs 1.0.1 mkdocs-git-revision-date-plugin 0.3.2 mkdocs-jupyter 0.22.0 mkdocs-material 8.5.11 mkdocs-material-extensions 1.3.1 mkdocs-pdf-export-plugin 0.5.10 mkdocstrings 0.24.1 mkdocstrings-crystal 0.3.7 mkdocstrings-python-legacy 0.2.3 momepy 0.7.0 more-itertools 10.2.0 morecantile 5.3.0 mpmath 1.3.0 msgpack 1.0.8 mss 9.0.1 multidict 6.0.5 multimethod 1.11.2 multipledispatch 1.0.0 mypy-extensions 1.0.0 nbclient 0.10.0 nbconvert 6.5.3 nbformat 5.10.3 nest-asyncio 1.6.0 netCDF4 1.6.5 networkx 3.2.1 nh3 0.2.15 notebook 7.1.2 notebook_shim 0.2.4 numba 0.59.0 numcodecs 0.12.1 numexpr 2.9.0 numpy 1.23.4 oauthlib 3.2.2 odc-geo 0.4.3 odc-stac 0.3.9 opencv-python-headless 4.7.0.72 osmnx 1.9.1 overrides 7.7.0 OWSLib 0.30.0 packaging 24.0 palettable 3.3.3 pandas 2.2.1 pandocfilters 1.5.1 panel 1.3.8 param 2.0.2 parso 0.8.3 partd 1.4.1 path-and-address 2.0.1 pathspec 0.12.1 patsy 0.5.6 pexpect 4.9.0 pillow 10.2.0 pip 24.0 pkginfo 1.10.0 planetary-computer 1.0.0 platformdirs 4.2.0 plotly 5.20.0 pluggy 1.4.0 pointpats 2.4.0 pooch 1.8.1 pqdm 0.2.0 prometheus_client 0.20.0 prompt-toolkit 3.0.43 protobuf 4.25.3 psutil 5.9.8 psycopg2 2.9.9 psygnal 0.10.2 ptyprocess 0.7.0 PuLP 2.8.0 pure-eval 0.2.2 py 1.11.0 pyarrow 15.0.2 pyarrow-hotfix 0.6 pyasn1 0.5.1 pyasn1-modules 0.3.0 pycodestyle 2.11.1 pycparser 2.21 PyCRS 1.0.2 pyct 0.5.0 pydantic 2.6.4 pydantic_core 2.16.3 pydeck 0.8.0 pydyf 0.9.0 pyflakes 3.2.0 pygis 0.6.2 Pygments 2.17.2 pykdtree 1.3.11 pymdown-extensions 10.7.1 pyntcloud 0.3.1 pyorbital 1.8.2 pyparsing 3.1.2 pyperclip 1.8.2 pyphen 0.14.0 pyproj 3.6.1 pyproject-api 1.6.1 pyresample 1.28.2 pysal 24.1 pyshp 2.3.1 PySocks 1.7.1 pystac 1.9.0 pystac-client 0.7.6 python-box 7.1.1 python-cmr 0.9.0 python-dateutil 2.9.0.post0 python-dotenv 1.0.1 python-json-logger 2.0.7 pytkdocs 0.16.1 pytz 2024.1 pyviz_comms 3.0.1 PyYAML 6.0.1 pyyaml_env_tag 0.1 pyzmq 25.1.2 quantecon 0.7.2 radiant-mlhub 0.4.1 rasterio 1.3.9 rasterstats 0.19.0 ratelim 0.1.6 readme_renderer 43.0 referencing 0.34.0 requests 2.31.0 requests-futures 1.0.1 requests-oauthlib 1.4.0 requests-toolbelt 1.0.0 retry 0.9.2 rfc3339-validator 0.1.4 rfc3986 2.0.0 rfc3986-validator 0.1.1 rich 13.7.1 rio-cogeo 5.2.0 rio-tiler 6.4.1 rioxarray 0.15.1 rpds-py 0.18.0 rsa 4.9 Rtree 1.2.0 s2cloudless 1.7.2 s3fs 2024.3.1 s3transfer 0.10.1 sankee 0.2.5 sarpy 1.3.58 satpy 0.47.0 scikit-image 0.22.0 scikit-learn 1.4.1.post1 scipy 1.12.0 scooby 0.9.2 seaborn 0.13.2 SecretStorage 3.3.3 segregation 2.5 Send2Trash 1.8.2 sentinelhub 3.10.1 sentinelsat 1.2.1 sertit 1.36.0 server-thread 0.2.0 setuptools 65.5.0 shapely 2.0.3 simplejson 3.19.2 simplekml 1.3.6 six 1.16.0 sliderule 4.3.1 smmap 5.0.1 sniffio 1.3.1 snowballstemmer 2.2.0 snuggs 1.4.7 sortedcontainers 2.4.0 soupsieve 2.5 spaghetti 1.7.5.post1 spglm 1.1.0 Sphinx 7.2.6 sphinxcontrib-applehelp 1.0.8 sphinxcontrib-devhelp 1.0.6 sphinxcontrib-htmlhelp 2.0.5 sphinxcontrib-jsmath 1.0.1 sphinxcontrib-qthelp 1.0.7 sphinxcontrib-serializinghtml 1.1.10 spint 1.0.7 splot 1.1.5.post1 spopt 0.6.0 spreg 1.4.2 spvcm 0.3.0 spyndex 0.5.0 SQLAlchemy 2.0.28 stack-data 0.6.3 stackstac 0.5.0 statsmodels 0.14.1 sympy 1.12 tabulate 0.9.0 tblib 3.0.0 tenacity 8.2.3 termcolor 2.4.0 terminado 0.18.1 threadpoolctl 3.3.0 tifffile 2024.2.12 tinycss2 1.2.1 tinynetrc 1.3.1 tobler 0.11.2 tokenize-rt 5.2.0 toml 0.10.2 tomli 2.0.1 tomli_w 1.0.0 toolz 0.12.1 tornado 6.4 tox 4.14.1 tqdm 4.66.2 traitlets 5.14.2 traittypes 0.2.1 trollimage 1.23.1 trollsift 0.5.1 twine 5.0.0 types-python-dateutil 2.9.0.20240316 typing_extensions 4.10.0 typing-inspect 0.9.0 tzdata 2024.1 uc-micro-py 1.0.3 uri-template 1.3.0 uritemplate 4.1.1 urllib3 2.0.7 usgs 0.3.5 utm 0.7.0 uvicorn 0.28.0 validators 0.22.0 virtualenv 20.25.1 watchdog 4.0.0 watchfiles 0.21.0 wcwidth 0.2.13 weasyprint 61.2 webcolors 1.13 webencodings 0.5.1 websocket-client 1.7.0 Werkzeug 3.0.1 wheel 0.43.0 whitebox 2.3.1 whiteboxgui 2.3.0 widgetsnbextension 3.6.6 wirerope 0.4.7 wrapt 1.16.0 wxee 0.4.2 xarray 2024.2.0 xarray-spatial 0.3.7 xee 0.0.11 xyzservices 2023.10.1 yarl 1.9.4 zarr 2.12.0 zict 3.0.0 zipp 3.18.1 zopfli 0.2.3
Last update:
2024-03-18