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Advanced Python GIS Engineering: Cloud-Native, Open-Source Spatial Workflows for Remote Sensing & Scalable Applications
Paperback
Publisher: Independently Published
Published: Jul 28 2025
Pages: 246
Weight: 1.28
Height: 0.52 Width: 8.50 Depth: 11.00
Language: English
Advanced Python GIS Engineering
Cloud-Native, Open-Source Spatial Workflows for Remote Sensing & Scalable Applications
Build production-ready, cloud-native GIS applications using modern Python tools and open-source workflows.
Whether you're a geospatial developer, data scientist, or remote sensing engineer, this hands-on guide will take you from local shapefiles to scalable cloud deployments using the most powerful spatial tools available in 2025.
This is not a theory book. You'll build, automate, and deploy real-world geospatial pipelines step by step - using Python, GeoPandas, Rasterio, Earth Engine, Leafmap, STAC, TiTiler, FastAPI, Streamlit, AWS, and Docker.
What You'll Master Inside This Book:- Engineering-ready Python GIS stack setup using Conda, pipx, and Docker
- Processing shapefiles, GeoJSON, and raster data at scale with GeoPandas & Rasterio
- Cloud-based remote sensing pipelines using Google Earth Engine Python API
- Serving COGs and dynamic tiles with TiTiler, STAC, and CloudFront
- Building interactive dashboards with Streamlit, Deck.gl, and Folium
- Automating spatial ETL pipelines with Prefect and Airflow
- Deploying FastAPI-based geospatial services on AWS Lambda & GCP Functions
- Creating production-ready workflows with CI/CD, GitHub Actions, and Terraform
- Real-world projects: Land use detection, asset tracking, urban growth mapping & more
- Python 3.10+, GeoPandas, Rasterio, Xarray, Leafmap, Dask
- Cloud Platforms: AWS S3, Google Cloud Storage, STAC, TiTiler
- Visualization: ipyleaflet, Pydeck, Mapbox GL JS
- Automation: Docker, Prefect, GitHub Actions, Terraform
- APIs & Apps: FastAPI, Streamlit, Heroku, Serverless Framework
- GIS Developers & Engineers
- Remote Sensing Analysts
- Geospatial Data Scientists
- Freelancers & Technical Consultants
- Professionals migrating from desktop GIS to modern Python and cloud-first workflows
This book goes beyond GeoPandas tutorials - it gives you engineering-grade, modern GIS pipelines that scale from your laptop to cloud infrastructure. Every chapter builds toward real deployment, automation, and production-readiness - no fluff, no theory, just results.
Includes:- Full reproducible Code Representations in Courier New and red formatting
- Real-world open datasets with COGs, STAC, GeoParquet, and metadata
- Docker, CI/CD, and deployment recipes for Heroku, Lambda, and Streamlit Cloud
- Portfolio-ready projects for GitHub and freelance applications
Don't just analyze maps - build systems that serve them.
If you're ready to future-proof your GIS skillset and deploy real applications, this is the book you've been looking for.
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