A deep reinforcement learning (DRL) based approach for spatial layout of land use and roads in urban communities. (Nature Computational Science)
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Jan 3, 2025 - Jupyter Notebook
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spatial-planning
Here are 10 public repositories matching this topic...
A next-generation, real-time collaborative 3D architectural engine built with Three.js, Laravel 11, and Supabase. Features sub-second syncing, biometric authentication, and enterprise-grade spatial planning right in the browser.
threejs architecture websockets collaborative 3d-engine tailwind-css spatial-planning supabase-realtime laravel-11 biometric-auth web-based-3d
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Jul 20, 2026 - Blade
An open web GIS platform with a url API built with Mapbox GL. Prompted from Goa, India.
constitution democracy urban-planning activism civic-tech spatial-data government-data decentralization governance landuse legaltech 3d-mapping landcover panchayat spatial-planning
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Jul 20, 2026 - JavaScript
An active design sandbox for weaving spatial topology and flow-based hierarchies through design computation. Prioritizing connectivity over adjacency.
fsharp functional-programming procedural-generation wasm webgpu generative-design design-computation spatial-planning design-sandbox spatial-topology
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Jun 17, 2026 - F#
An application that tests the possibilities of using WebXR in spatial planning
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Oct 14, 2021 - JavaScript
A reproducible urban-territorial resilience index prototype for Kaş/Bayındır, Antalya, based on a five-pillar composite indicator framework.
python reproducible-research monte-carlo jupyter-notebook urban-planning resilience turkey ahp decision-analysis mcda analytic-hierarchy-process antalya resilience-indicators spatial-planning composite-indicator urban-resilience resilience-index indicator-framework
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Jun 29, 2026 - Jupyter Notebook
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May 8, 2026 - Python
Reproducible AI-driven planning for county-scale farmland consolidation: contrastive learned-surrogate + MPC pipeline, validated on 128k Chinese cadastral parcels and a public-data US restoration cross-domain test. ArcGIS Pro toolbox + Python CLI. Paper under submission.
python cli sustainability reinforcement-learning reproducible-research gis qgis pytorch earth-science learning-to-rank land-use arcgis-pro model-predictive-control model-based-rl onnx contrastive-learning spatial-planning cadastral-data farmland-consolidation nature-portfolio
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Jun 16, 2026 - Python
CEUS reproducibility package for learned-environment planning in county-scale farmland consolidation under multi-objective trade-offs
reinforcement-learning model-based-rl ceus geocomputation spatial-planning farmland-consolidation learned-environment
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Jul 7, 2026 - Python
This repository contains the data, code, and documentation used to classify and structure the evidence base for the IPBES Spatial Planning and Connectivity Assessment (Chapter 4.2). The workflow combines a review-of-reviews methodology with rule-based keyword classification and backward snowballing to systematically organize literature.
text-mining open-science meta-analysis landscape-ecology biodiversity literature-review ipbes environmental-science keyword-classification climate-adaptation evidence-synthesis systematic-review conservation-planning indigenous-knowledge nature-based-solutions spatial-planning socio-ecological-systems ecological-connectivity
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Apr 16, 2026 - R
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