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Environmental impact prediction for building plans in Batam, Indonesia — explained in plain language by Gemma 4.

Pick a site on the map, describe what you want to build in everyday words (or upload a site plan), and
AtmoSphere Sim predicts the impact on flooding, erosion, water, waste and carbon — during construction and
1, 5 and 10 years later — with practical steps to reduce it.

⚠️ For preliminary screening only. Results are not an official environmental impact analysis and do not
replace an AMDAL, UKL-UPL, SPPL or any other environmental document. Environmental data is still dummy.
Results must be reviewed by a qualified environmental expert.

Live demo: atmosphere-sim-batam.streamlit.app · Built at Hacktoberfest Hack Day Kota Batam × Batam Innovation Center 2026


Built with

pythonstreamlitleaflet.jsopenstreetmappandasgemini-apigemmagemini

AI tools

Coded withClaude CodeClaude Opus 5.5

Prize Categories Entered

  • Deepmind Google

    Best Use of Gemma 4

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    Best Open-Source AI Project

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