Resources and tutorials

This repository gathers different interesting resources about GIS, Data Science, Web Development and different programming projects.

🎓 = Course
📝 = Tutorial or blog post
📚 = Book or book chapter
📺 = Video or webinar
📜 = Journal or technical article
💡 = Cheat sheet
📚 = Resources page

General Cartography - GIS

General resources

:es: - Geoteca: repositorio de libros y herramientas GIS by GIS and Beers 📚 Free GIS Tutorials by Hussein Nasser 📚📺
Open.gis.lab by Stephanie Saephan 📚 GIS Cheatsheets by DigitalDataServices 💡

Tutorials and tips

- How to make a beautiful map by Boris Müller 📝Medium
- Shaded Relief Tutorials 📚
- Relief Shading Techniques 📚
- Imhoff-Like Topography Style by John Nelson - ESRI 📝
- Smart Type Halos in Photoshop and Illustrator by Daniel Huffman 📝
- Cartography Guide by Axis Maps 📚
- GIS Programming Roadmap by Petedannemann 📚
- Tutorials animating in Houdini by Mapzilla
- ArcgisPro - Design a classic map by John Nelson & Warren Davison - ESRI 📝
- How to scale data by The Earth Observatory 📝
- ArcGis Blog - One minute map hacks by John Nelson - ESRI 📚📺

Palettes, colors & fonts

SciVisColor: Color tools and strategies by TACC Scientific Colour Maps by Fabio Crameri
Color Brewer Maps by Cynthia Brewer, Mark Harrower & PSU Chroma.js: Color Palette Helper by Gregor Aisch
Adobe Color Palette Generator by Adobe Color Picker for Data by Tristen Forsythe
Paletton: Color Scheme Designer Bivariate Color Matrix Maps by CartoScience
Your friendly guide to colors in Data Visualisation by Lisa Charlotte Rost Cartography Font Collection by Typography.com 📚

QGIS

3D Visualizations

- 3D DEM Visualization in QGIS by Open.gis.lab
- Create hillshade 3D views of scanned topographical maps by Hans van der Kwast - 📺

Animated maps

- Animated Flight Maps QGIS by Ujaval Gandhi
- How to create an animation map using open source software by Geodose
- Almost Real Time Live Data Visualization in QGIS by Geodose
- Animated routes with QGIS by Topi Tjukanov - 📝Medium

PyQGIS

- :es: - Instalar Librerias Externas Python en QGIS by F.Raga - CursosGIS
- Introduction to QGIS Python programming for non-programmers by Anita Graser
- Customizing QGIS with Python by Ujaval Gandhi - 🎓

Visualization and map types

- Plugin QGIS Terrain Shading by Zoran Cuckovi
- Lego Map Style in QGIS by Andriy Yaramenko - 📝Medium
- QGIS Hexagon Grid by Jonathan Soma
- :es: - Generacion Isocronas utilizando plugins QGIS by QGIS Latam - 📺
- Bivariate choropleth maps in QGIS by BNHR
- Bivariate Choropleth Maps: A How-to Guide by Joshua Stevens
- :es: - Simbologia Multiple Mediante Expresiones by P.Soriano - Geoinnova
- Dynamic Elevation Profile Lines as Geometry Generator by Hannes.enjoys.it
- :es: - Cómo hacer una simulación de una vista nocturna con QGIS by Ángel Felicísimo - 📺
- How to create a tasty monochrome hachure map in QGIS by Robin Hawkes
- :es: - Cómo elaborar mapas luminosos en QGIS by GIS and Beers
- :es: - Crear un mapa en forma de globo con QGIS by UNIGIS

Layout

- :it: - Report QGIS: Un esempio avanzato by Totò
- QGIS Hub: Layout and Styles
- :es: - Dashboard con QGIS by Mauricio Marquez
- Exploring Reports in QGIS by North Road

Other

- :es: - Mejorando tu productividad cartográfica en QGIS by P.Soriano - Geoinnova - 📺
- Globe Projections and Insets in QGIS by Statsmapsnpix
- QGIS Expressions Documentation
- :es: - QGIS Intro to PostGIS by Carlos López - 📺
- QGIS Tutorials and Tips by Ujaval Gandhi
- QGIS Open Day 2021 by QHF 2021

Python

Geo

- Introducing GEEMap in Python by Qiusheng Wu - 📺
- Automating GIS Processes by Digital Geography Lab - University of Helsinki
- OSMnx Python for Street Networks by Geoff Boeing
- OSMnx Isochrones by Kuan Butts
- Geopyter - Geographical Python Teaching Resource by PySal - Github Repo
- Kepler.GL and JupyterNotebook - GeoSpatial Data Visualization by Abdishakur - 📝Medium
- Interactive Geospatial Data Visualization with Geoviews in Python by Abdishakur - Medium
- Urban Measuring Morphology Toolkit by UDSU & Geographic Data Science Lab - Github Repo
- Awesome Earth Observation Code by Andrew Cutts - Github Repo
- EarthPy: Paquete de python para plotear y trabajar con datos espaciales by Aurelio Morales - Mapping GIS
- Maps in 2.5D with python geopandas by Moyocoyani Molina - 📝Medium
- Plotting large point CSV files quickly interactively by Anitta Grasser
- Calculating walk scores with python by Ablajan Sulaiman - 📝Medium
- :es: - Cómo construir una base de datos Postgis con Python y Geoalchemy by Saul Montoya - Gidahatari
- :es: - Delimitación de cuerpos de agua usando IA python y QGIS by Saul Montoya - Gidahatari
- Analyze OpenStreetMap Data with OSMnx and OmniSci Free by Antonio Cotroneo - Omni Sci
- Ridge Map Tutorial by Colin Carroll - Github Repo
- Analysing urban walkability with python and OSM by Eemil - Gispo Finland
- Pretty maps: A minimal Python library to draw customized maps from OpenStreetMap data by Marcelo Prates - Github Repo
- Automating GIS Processes 2022 by Henrikki Tenkanen, Vuokko Heikinheimo, Håvard Wallin Aagesen, Christoph Fink

Other

- Pandas Tips I wish I knew Before by Roman Orac - 📝Medium
- Super-quick interactive data & parameter exploration by Anitta Grasser
- Data Analysis with Python Course 2020 by Jarkko Toivonen - University of Helsinki - 🎓
- Python Web Scraping with Scrapy by Buildwithpython - 📺
- Competitive Programming Course by Bjarki Ágúst Guðmundsson - 🎓
- 70+ Python projects for beginners, intermediate and experienced developers by Insane

R

Geo

- Z3tt - 2019 30DayMapChallenge (Maps Code) by z3tt - Github Repo
- Bob Rudis - 2019 30DayMapChallenge Tutorials by Bob Rudis
- Geocomputation with R by Robin Lovelace, Jakub Nowosad & Jannes Muenchow - 📚
- :es: - Mapas de coropletas, cartogramas y animados en R by Diana Alonso - MappingGIS
- GEE in RStudio with Reticulate by Philipp Gärtner
- Pathtracing Neon Landscapes in R by Tyler Morgan-Wall
- :es: - Paquetes de R para GIS mas utilizados by Aurelio Morales - MappingGIS
- Introduction to Landscape Ecology with R by Jakub Nowosad & Maximilian H.K. Hessebarth
- RGEE example 1: Creating Static and Interactive Maps by Cesar Aybar
- RGEE example 2: Satellite Image Preprocessing by Cesar Aybar
- Calculating distance from the see in R by Dominic Royé
- OSMR R Package by riatelab - Github Repo
- Map my Run in R by Jason Bryer
- :es: - Mapa estilo Joy Plot con Qgis y R by Daniel Redondo]
- :es: - [Visualizar crecimiento urbano en España con R](https://dominicroye.github.io/es/2019/visualizar-el-crecimiento-urbano/) by Dominic Royé
- [Climate animation of Mmaximum temperatures](https://dominicroye.github.io/en/2020/climate-animation-of-maximum-temperatures/) by Dominic Royé
- [Firefly Cartography](https://dominicroye.github.io/en/2021/firefly-cartography/) by Dominic Royé
- [R for Geographic Data Science](https://sdesabbata.github.io/r-for-geographic-data-science/index.html) by Steffano de Sabata - 📚
- :fr: [Faire des Cartograms dans R](https://transcarto.github.io/rcartograms/TRANSCARTO_cartograms.html) by BRONNER A.C. & LAMBERT N. - 📚
- [Climate animation of maximum temperatures](https://dominicroye.github.io/en/2020/climate-animation-of-maximum-temperatures/) by Dominic Royé
- :es: [Mapa dasimétrico bivariante](https://dominicroye.github.io/es/2021/mapa-dasim%C3%A9trico-bivariante/) by Dominic Royé**

Data and other

- GGplot Tutorial: Evolution of a ggplot by Cédric Scherer
- How to interactively position Legend and Layout Elements by Timothée Giraud
- gkaramanis Tidy Tuesday (Examples) by gkaramanis - Github Repo
- DataViz Classes by Andre Wheiss
- Road2R: List Awesome R Libraries by Ronlee12355 - Github Repo
- Autoplotly Library: Automatic Generation of Interactive Visualizations by terrytangyuan - Github Repo
- Animate Graphs in R: Make Gorgeous Animated Plots with gganimate by Dataslice - 📺
- :es: - Acceder a Tweets desde R by GeoInnova
- My visual CV in R by Antonio Domingues
- ggplot Wizardry: My Favorite Tricks and Secrets for Beautiful Plots in R by z3tt - Github
- Intro to R for Journalists - How to find great stories in data by Knight Center
- :es: - Crear animaciones con R y gganimate by Ander Fernández
- :es: - R para DataViz by Luz Frias

3D Renders

Blender

- Blender Relief Tutorial: Blender Basics by Daniel Huffman
- Creating Shaded Relief in Blender by Daniel Huffman
- Blender GIS (With OSM Data) by Nicko16 - 📺
- Photorealistic Shaded Relief in Blender by Bart Hoekstra
- How to create Isometric Camera for Architecture by Allan Brito
- Shaded Relief Maps in Blender by Joe W. Davies - Github
- QGIS and Blender by Klass Karlsson - 📺
- How to Create 3D Terrain with Google Maps and Blender by CG Geek - 📺
- Create any City in Blender in 20 Minutes by CG Geek - 📺
- Blender GIS - introduction and complete workflow by 4D Research Lab - 📺
- Blender GIS: animating a digital elevation model by 4D Research Lab - 📺
- Tactile Topography: New Heights for Old Maps by Joshua Stevens
- Tutorial: Maps and Terrain Models by Owen Powell
- Using Blender as a GIS Visualisation Tool by Amber Peek
- Updating a Historical USGS Map with Data from NASA by Thomas Flynn
- Artistic Coding in Blender by David Mignot - 📺
- :es: - Descargar areas de Google Maps 3D by Kohantoys - Twitter
- How to Make Earth in Blender (Cycles) by Blender Guru - 📺
- How to Make a 3D Map in Blender by Wesley Barr
- :es: - Como hacer mapas antiguos en 3D molones by GISTEKA - 📺

Aerialod

- 3D Landscape with Aerialod by ALasdair Rae
- Population Density 3D QGIS+Aerialod by ALasdair Rae
- Idiots Guide to making 3D maps by Colin Angus

- Creating 2D and 3D visualizations with rayshader by Nat Quinn
- Step by step 3D render maps with satellite imagery in R by Tyler Morgan-Wall

QGIS - ArcGIS

- Creating 3D vintage topo maps in ArcGIS Pro - lessons learnt by Urban Data Palette
- Hillshade 3D of Scanned Topographic Maps in QGIS by Hans van der Kwast - 📺

Other

- 3D Realistic Online Renderer by w3reality
- Create DEM and Hillshade from anywhere by Terradactile
- Google Earth Web by Google
- 3D Glasses Analagryph / Crossview - 3D Map by Steve Attewell
- :es: - Crear Sección Transversal 3D con Inkscape by GeoInnova
- Getting Started with web 3D ArcGIS JavaScript API: create a globe visualization of places you’ve been to by Raluca Nicola - Github Repo
- Rendering semi-realistic Landscapes in the browser by Nathan Pointer

Data sources, Research, Conferences

Data sources

- Free GIS Data by Robin Wilson
- :es: - 10 Fuentes de datos GIS gratis: raster y vectoriales by Aurelio Morales - MappingGIS
- GIS Data Repositories - Google Docs
- 2600+ Open Data Portals Around the World by Opendatasoft - Web-Map app
- Our World in Data by OurWorldInData
- Data is Plural Archive
- Public Data Sources - Google Docs
- Radiant ML Hub: cloud-based open library dedicated to Earth observation training data for use with ML algorithms by Radiant Earth Foundation
- Global Ocean and Land Terrain Models - Bathymetry by GEBCO

Conferences and meetings

- QGIS Open Day 2021 by qgis - Github Repo
- FOSS4G 2019 Presentations by os-geoinformatics - Github Repo
- How to do Map Stuff 2020 - Google Docs
- QGIS User Conference 2019 by SpatialThoughts
- :es: - Repo Jornadas SIG Libre Sigte-UDG by SIGTE-UdG - Github Repo

Other

- :es: - Tesis doctorales en España que incluyen SIG como termino principal 2015-2018 by Nosolosig
- Copernicus EU DEM by Copernicus EU
- 30DayMapChallenge by tjukanovt - Github Repo
- RS Index Database by V. Henrich, G. Krauss, C. Götze & C. Sandow
- A reproducible notebook to acquire, process and analyse satellite imagery by M. Chen, D. Fahrner, D. Arribas-Bel, & F. Rowe
- Geographic Data Science with Python by S.J. Rey, D. Arribas-Bel, & L.J. Wolf - 📚
- GEE Custom Scripts by Sentinel-hub - Github Repo
- Awesome Spectral Indices by davemlz - Github Repo

Tools and Apps

Tools

Intro to PostGIS by PostGIS Esri Sentinel Explorer
Create DEM and Hillshade from anywhere by Terradactile CartoGrid - Create Grids and download by dbabbs
Automated Coastline Detection in GEE by *Ujaval Gandhi - Google Earth Engine

Web Development

Web GIS

WebMapping Notes (Dani Arribas) by D. Arribas-Bel WebMapping Workbook by Roth RE, CM Sack, G Baldrica-Franklin, Y Chen, R Donohue, L Houtman, T Prestby, R Tolochko, & N Underwood - Github Repo
- Getting Started with web 3D ArcGIS JavaScript API: create a globe visualization of places you’ve been to by Raluca Nicola - Github Repo
Data Visualization with D3.js - Full Tutorial Course by FreeCodeCamp - 🎓📺 :es: - Despliega tu mapa - Leaflet by dcapillae
Frontend GIS Resources by Joe W. Davies - Github Repo :es: - Crear un mapa web interactivo con D3 by Josep Sitjar - UNIGIS
React Magnificent 3D EARTH with THREE.JS | Beginners w/ React-Three-Fiber by Coder ONE

Other
:es: - Open Bootcamp
[*Free Code Camp](https://www.freecodecamp.org/) by

Data Science & AI

General Data Science

:es: - Data Science Learning Path by yesidays R for Geographic Data Science by Steffano de Sabata - 📚
Geographic Data Science with Python by S.J. Rey, D. Arribas-Bel & L.J. Wolf - 📚 Free Data Science Resources by alastairrushworth

Machine Learning

Probabilistic Machine Learning: An Introduction by Kevin Patrick Murphy 📚 Deploy Machine Learning Models With Django by mljar

Statistics

Probabilistic Machine Learning: An Introduction by Kevin Patrick Murphy 📚 Bayesian Sats with R by Olivier Gimenez
Geostatistics Lessons by *Jared Deutsch

AI Hub by Google ChatGPT by Open AI

Spatial

How to: Sql guide for GIS Users by *Helen McKenzie

Data Viz

Data Viz

Data Visualization with D3.js - Full Tutorial Course by FreeCodeCamp - 🎓📺 Your friendly guide to colors in Data Visualisation by Lisa Charlotte Muth
Data Journalism and Visualization with free tools by Knight Center - 🎓 Data Visualization for Storytelling and Discovery by Knight Center - 🎓
How to embed visualizations in power point by Datawrapper Fundamentals of Data Visualization by Claus O. Wilke
- :es: - R para DataViz by Luz Frias

Other

Other

Public APIs by public-apis - Github Repo :es: - Crear Sección Transversal 3D con Inkscape by GeoInnova
GIS IN SUSTAINABLE URBAN PLANNING AND MANAGEMENT: A GLOBAL PERSPECTIVE by ITC Portable Open Source GIS by Archaeogeek
Collection of cities scripts that can be added to roads by anvaka - Github Repo Programming Interview Questions (All languages) by DopplerHQ - Github Repo
Serverless Stack - Free Step by Step Tutorials for creating full-stack apps by SST How to write an essay well by Julian Shapiro
High-Res 3D Human Digitization from a single image by facebookresearch - Github Repo :es: - Apuntes de Topografía by Villamandos
All things around maps by ThomasG77 - Github Repo Humanitarian OpenStreetMap