https://www.anaconda.com/

Visual Studio Code - Code Editing. Redefined 

Visualizing Maxar Open Data

პითონის ბიბლიოთეკების არქივი

ვიზუალიზაცია

https://giswqs-geospatial-dataviz.hf.space/

🌐 Top Python Packages for 3D Visualization! 🚀

Ready to embark on a journey into the world of 3D visualizations? 🌍 These Python packages will take your geospatial data to new heights, and you don't need to be a tech wizard to enjoy them! 🛰️

📂 pydeck

🔗 https://lnkd.in/gRUSEJvJ

📖 Craft mesmerizing 3D maps and visualizations with ease using Pydeck, powered by Deck.gl.

📂 pyvista

🔗 https://lnkd.in/gJkDyed7

📖 Visualize and analyze geospatial data with PyVista, offering robust 3D visualization capabilities.

📂 plotly

🔗 https://plotly.com/python/

📖 Create interactive 3D visualizations, from charts to maps, with Plotly's Python library.

📂 HoloViews

🔗 https://www.holoviews.org/

📖 Effortlessly design dynamic and interactive 3D plots with HoloViews for captivating visual storytelling.

📂 vispy

🔗 https://vispy.org/

📖 Dive into the world of high-performance 2D and 3D visualizations with VisPy.

📂 LavaVu

🔗 https://lnkd.in/g_q8M3dy

📖 Explore interactive 3D visualizations, including geospatial data, with the powerful LavaVu library. 

🌍 40+ cool browser-based #Tools for manipulating Geospatial and Remote Sensing data 🗺️

🌍 EarthMap: Earth Engine without coding

🔗 earthmap.org

🌍 GeoJSON.io: GeoJSON Map Viewer

🔗 geojson.io

🌍 GeoNadir: Drone Data

🔗 data.geonadir.com

🌍 TerraPattern: Visual Query-by-Example in Satellite Imagery

🔗 terrapattern.com

🌍 GDAL3: Convert raster and vector geospatial data to various formats and coordinate systems

🔗 gdal3.js.org

🌍 Coordinates Converter: Convert Coordinates

🔗 coordinates-converter.com

🌍 Share Jupyter Notebooks:

1️⃣ https://nbviewer.org/

2️⃣ https://mybinder.org/

🌍 GloVis: View and download USGS satellite images

🔗 glovis.usgs.gov

🌍 USGS EarthExplorer: Query and order satellite images, aerial photographs, and cartographic products

🔗 earthexplorer.usgs.gov

🌍 OpenDroneMap: Free photogrammetry toolkit to process aerial imagery

🔗 opendronemap.org/webodm

🌍 OpenCage Geocoding API: Geocoding Service

🔗 opencagedata.com

🌍 WorldMap.io: Interactive World Map, Statistics & Quiz Game

🔗 worldmap.io

🌍 OpenAerialMap: Open Source Platform for Hosting Aerial Imagery

🔗 map.openaerialmap.org

🌍 PEARL: Microsoft Planetary Computer Land Cover Mapping

🔗 landcover.io

🌍 EOS LandViewer: Satellite Observation Imagery Tool

🔗 eos.com/landviewer

🌍 Sentinel-Hub EO Browser: Satellite Observation Imagery Tool

🔗 https://lnkd.in/ge-jd-6u

🌍 NASA Earthdata Search: Satellite Imagery Search

🔗 https://lnkd.in/gMryDCjt

🌍 Zoom Earth: World Weather Map. Track Hurricanes, Cyclones, Storms

🔗 zoom.earth

🌍 NASA World View Earth Data: Earth Observation Imagery

🔗 https://lnkd.in/gCQ4ffub

🌍 Maps4News:

🔗 maps4news.com

🌍 HungerMap

🔗 hungermap.wfp.org

🌍 World Imagery Wayback: Digital Archive of Imagery Basemap

🔗 https://lnkd.in/g_g-pVa7

🌍 Flightradar24: Real-time Aircraft Flight Tracking

🔗 flightradar24.com

🌍 Head Finder: Search for Satellite Scenes from the Past 3 Months

🔗 https://lnkd.in/gURrYa55

🌍 JAXA Global Rainfall Watch (GSMaP): Rainfall Monitoring

🔗 sharaku.eorc.jaxa.jp/GSMaP

🌍 WildFire Aware - Esri: Wildfire Monitoring

🔗 https://lnkd.in/gfbxDBQv

🌍 Renku: Reproducible and Collaborative Data Analysis

🔗 renkulab.io

🌍 OrthoPhoto.io: Orthorectify Aerial Photos

🔗 orthophoto.io

🌍 Open-Earth-Map: Automated Mapping for Everyone

🔗 open-earth-map.org

🌍 Map Data Explorer: Advanced Mapping and Field Data Collection App

🔗 mapexplorer.techmaven.net

🌍 UK Historic Maps:

🔗 https://lnkd.in/gY-6SyVa

🌍 Explorer Land: Storytelling and Data on Interactive 3D Maps

🔗 home.explorer.land 

WEB GIS

https://g3wsuite.it/en/g3w-suite-publish-qgis-projects/

https://osm-gpt.rohitgautam.com.np/

https://plugins.qgis.org/plugins/felt/

𝐆𝐞𝐨𝐏𝐚𝐧𝐝𝐚𝐬 - https://lnkd.in/dfJbwYTf

𝐅𝐨𝐥𝐢𝐮𝐦 - https://lnkd.in/dAZM3CQm

𝐂𝐚𝐫𝐭𝐨𝐩𝐲 - https://lnkd.in/dc8ijXRg

𝐁𝐚𝐬𝐞𝐦𝐚𝐩 - https://www.basemap.com

𝐏𝐥𝐨𝐭𝐥𝐲 - https://lnkd.in/dxbQCw6X

𝐁𝐨𝐤𝐞𝐡 - https://bokeh.org

𝐏𝐲𝐒𝐀𝐋 - https://pysal.org

𝐒𝐞𝐚𝐛𝐨𝐫𝐧 - https://seaborn.pydata.org

𝐌𝐚𝐭𝐩𝐥𝐨𝐭𝐥𝐢𝐛 - https://matplotlib.org

𝐆𝐞𝐨𝐯𝐢𝐞𝐰𝐬 - https://geoviews.org

And now, the community's response to this list, from road network visualization to 3D maps:

𝐂𝐨𝐧𝐭𝐞𝐱𝐭𝐢𝐥𝐲 - https://lnkd.in/dTdQsmKX

𝐃𝐚𝐭𝐚𝐬𝐡𝐚𝐝𝐞𝐫 - https://datashader.org

𝐆𝐞𝐞𝐦𝐚𝐩 - https://geemap.org

𝐆𝐨𝐨𝐠𝐥𝐞 𝐄𝐚𝐫𝐭𝐡 - https://lnkd.in/dXZdZc-g

𝐈𝐏𝐲𝐥𝐞𝐚𝐟𝐥𝐞𝐭 - https://lnkd.in/dZtHigT4

𝐊𝐞𝐩𝐥𝐞𝐫.𝐠𝐥 - https://kepler.gl

𝐋𝐞𝐚𝐟𝐦𝐚𝐩 - https://leafmap.org

𝐌𝐚𝐩𝐰𝐢𝐝𝐠𝐞𝐭 - https://lnkd.in/dy4JZzsz

𝐎𝐒𝐌𝐍𝐱 - https://lnkd.in/dm3pHgUS

𝐏𝐲𝐫𝐨𝐬𝐦 - https://lnkd.in/dr4xR9mt 

geemap: https://geemap.org

leafmap: https://leafmap.org

samgeo: https://samgeo.gishub.org

geospatial: https://geospatial.gishub.org

pygis: https://pygis.gishub.org

mapwidget: http://mapwidget.gishub.org

For more info, check out https://github.com/opengeos

1. ArcGIS API for Python - https://ow.ly/QZwv50PRFzi

2. arcpy - https://ow.ly/p9ig50PRFzB

3. Cartopy - https://ow.ly/oJfm50PRFzQ

4. contextily - https://ow.ly/QNYv50PRFzO

5. Datashader - https://ow.ly/rP9150PRFzR


6. Earth Engine API - https://ow.ly/rcIg50PRFzl


7. EarthPy - https://ow.ly/V3LC50PRFzh

8. EarthViews - https://ow.ly/J3SI50PRFzG


9. ENVI Py - https://ow.ly/eSQS50PRFzP


10. Fiona - https://ow.ly/txrr50PRFz5

11. Folium - https://ow.ly/nfVL50PRFzU

12. GDAL - https://ow.ly/iIwv50PRFzJ


13. GeoAlchemy - https://ow.ly/5F9T50PRFF4

14. geocoder - https://ow.ly/JNo950PRFF1


15. GeoDjango - https://ow.ly/uJYO50PRFFi


16. GeoMesa - https://ow.ly/65QO50PRFET


17. GeoPandas - https://ow.ly/I7Kk50PRFEO

18. GeoPandas-Bokeh - https://ow.ly/OjC650PRFF7


19. geoplot - https://ow.ly/IqLe50PRFEW


20. geos - https://ow.ly/CQ5g50PRFEM


21. GeoPy - https://ow.ly/n9KI50PRFFh

22. geospatial-learn - https://ow.ly/8l2A50PRFEJ

23. GeoViews - https://ow.ly/J3SI50PRFzG

24. gpsd-py3 - https://ow.ly/X23u50PRFFI


25. gpxpy - https://ow.ly/nvGz50PRFFz

26. h3-py - https://ow.ly/XsuM50PRFFG


27. ipyleaflet - https://ow.ly/Xswc50PRFFm

28. laspy - https://ow.ly/wjcR50PRFFA

29. Mosaic - https://ow.ly/AIko50PRFFv


30. OSMnx - https://ow.ly/nKGs50PRFFp

31. Overpy - https://ow.ly/skGr50PRFFE


32. PDAL - https://ow.ly/ckGn50PRFFy


33. PyCRS - https://ow.ly/XsXJ50PRFFq


34. Pydeck - https://ow.ly/E29A50PRFFM

35. PyGeodesy - https://ow.ly/fmaw50PRFFx


36. Pyproj - https://ow.ly/fXaY50PRFFt

37. PyRAT - https://ow.ly/iSTT50PRFFs


38. PySAR - https://ow.ly/f1hQ50PRFFC


39. PyVista - https://ow.ly/E15a50PRFFB


40. Pysal - https://ow.ly/6vcm50PRFFF


41. RasterFrames - https://ow.ly/G6UW50PRFFL


42. Rasterio - https://ow.ly/MONn50PRFFo

43. Rasterstats - https://ow.ly/O5Tg50PRFFN


44. RSGISLib - https://ow.ly/fnJH50PRFFu


45. scikit-mobility - https://ow.ly/Rvfm50PRFFJ


46. Sedona - https://ow.ly/igSb50PRFFH


47. simplekml - https://ow.ly/OyKv50PRFFK

48. TorchGeo (PyTorch) - https://ow.ly/SEma50PRFFw


49. WhiteboxTools - https://ow.ly/ncm450PRFFn


50. Xarray - https://ow.ly/7sBO50PRFFr

𝐒𝐨𝐮𝐫𝐜𝐞: https://lnkd.in/dgWQnx7b

Python Packages

• earthformer

• geemap

• geoai

• geospatial

• geospatial-ml

• leafmap

• lidar

• mapwidget

• open-buildings

• pygis

• segment-anything-py

• segment-geospatial

• whitebox-python

• whiteboxgui

Data Catalogs

• geospatial-data-catalogs

• aws-open-data

• aws-open-data-geo

• aws-open-data-stac

• Earth-Engine-Catalog

• NASA-CMR-STAC

• stac-index-catalogs

• maxar-open-data

• data

R Packages

• whiteboxR

ArcGIS Toolboxes

• WhiteboxTools-ArcGIS

Web Apps

• streamlit-geospatial

• solara-geemap

• solara-geospatial

• solara-template

• solara-maxar

• voila-geospatial

Useful Resources

• Awesome-GEE

• python-geospatial

Geology 

Drillhole visualization library on the official Python website. Link of Corelab in 

PyPI: https://lnkd.in/eB2vZGCk 

Corelab link on Github: https://lnkd.in/ethAZm_i  

🌍A Prototype for Visual Query-by-Example in Satellite Imagery

🔗 https://lnkd.in/gVPm3yvh

🌍The power of Google Earth Engine without coding.

🔗 https://earthmap.org/login

🌍Geodata Downloader

🔗 https://lnkd.in/g5BNEjZP

🌍OpenCage Geocoding API

🔗 https://opencagedata.com/

🌍OpenAerialMap

🔗 https://lnkd.in/g4fmUgXc

🌍Orthorectify your aerial photos quickly and easily!

🔗 https://orthophoto.io/