ArticleScientific reports2022
Spatial patterns of urbanising landscapes in the North Indian Punjab show features predicted by fractal theory.
Article in Scientific reports, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.
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3 citing papers in PubMed.
- Intra-settlement scaling across the urban-rural continuum: material stocks, service provisioning, and greenhouse gas emissions in the contiguous United States.Journal of industrial ecology · 2026Article
- Towards large-scale analyses of settlement patterns in urbanizing landscapes-findings of first studies for India, Egypt, and China.Scientific reports · 2024Article
- Fractal dimension complexity of gravitation fractals in central place theory.Scientific reports · 2023Article
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Abstract
Understanding and governing human settlement patterns is a major challenge of the urban age. While rural settlements emerge as parts of agricultural landscapes, cities typically evolve in economically strategic locations, and over time form hierarchical systems of cities. Purposeful planning and the collective, self-organized behavior of the inhabitants interact in the development of regional settlement patterns. Since self-organizing systems often produce fractal patterns in nature, this study combines approaches of land use science, city ranking, and urban planning under a fractal theory framework, to analyze the settlement system of the Indian Punjab. Scaling levels were defined by discontinuities in the size distribution of built-up areas (Global Urban Footprint), which correlated to population-based classifications (r = 0.9591). Self-similarity across scales was supported by geo-statistical similarity (p < 0.05) of distances and angles between settlements of successive classes, and the overall fractal dimension of D
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