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Planning Tools I’ve Used and Tools I Wish We Used Earlier

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Land use planning is often perceived as a purely technical or regulatory exercise. In reality, it is a data-heavy, coordination-intensive, and communication-driven discipline. The quality of a plan is not just shaped by policy but also by the tools planners choose and how well they understand them.

1. GIS & Spatial Analysis Tools

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In my earlier planning work, QGIS was our primary mapping tool. We used it for:

  • Existing land use maps
  • Zoning maps
  • Suitability and constraint analysis
  • Overlaying hazard, infrastructure, and demographic layers

What I didn’t know then — and only realized later — is that QGIS supports Python (PyQGIS).

That means repetitive tasks like:

  • Re-classifying land use layers
  • Updating maps when barangay boundaries change
  • Batch-exporting maps per sector
    could have been automated instead of done manually.

At the time, every update meant redoing steps by hand which is slow, error-prone, and exhausting for the whole mapping team.

Lesson learned: GIS is not just a mapping tool. It can be a data processing engine if…

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Maria Eloisa Pedro
Maria Eloisa Pedro

Written by Maria Eloisa Pedro

Data Analyst Lead, land use planning practitioner, night-shift warrior, and currently someone navigating life with a brain arteriovenous malformation (AVM).

Learning Data
Learning Data

Published in Learning Data

Learn data analysis and business intelligence, share projects, build the data community, and develop our skills together.