https://journal.50sea.com/index.php/IJIST/article/view/967/1548
Journal Title: International Journal of Innovations in Science and Technology - Year 2024, Vol 6, Issue 3
Abstract
Spectral power analysis was employed to assess the Fractal Dimension (FD) and explore fractal scaling using Hurst increment ranges and second-order moment relations in the context of urban population trends. This research aimed to scrutinize population trends in Karachi over both uneven periods (1729 to 1946) and even periods (1951 to 2020) using nonparametric Mann-Kendall tests and Hurst error accuracy testing. The primary focus was on analyzing spectrum power fractal scaling through Hurst exponent ranges and second-order moment generation. The FD results indicated irregular (1.371) and regular (1.058) intervals within the inequality range of 1 < D < 1.5. The log-population trend cumulatively increased from 3.0 in 1729 to 5.72 in 1946, and from 6.05 in 1951 to 7.36 in 2020, suggesting that the fractal dimension is more appropriately fitted for total regular intervals. The second-order and range exponents were H2ndM (0.60 ± 0.09) and H-Range (0.83 ± 0.05) for the uneven period (1729 to 1946), and H2ndM (0.85 ± 0.06) and H-Range (0.93 ± 0.02) for the even period (1951 to 2020). The study's results demonstrate that the range increment method is suitable and consistent across both long and short intervals. For regular intervals, the Hurst exponents show a linear relationship, indicating stability in the population trend analysis.
Authors and Affiliations
Muhammad Ilyas, Shaheen Abbas, Kamran Malik
Keywords
Related Articles
- EP ID EP760432
- DOI -
- Views 30
- Downloads 0
Applying Agile Principles and Methods in Industries Outside IT Landscape: A Systematic Literature Review
Agile methods have become increasingly popular in various industries because of many benefits over the common waterfall like methodologies. Whereas, there are still many issues and uncertainties faced by co-workers, or...
https://journal.50sea.com/index.php/IJIST/article/view/967/1548
Spectral power analysis was employed to assess the Fractal Dimension (FD) and explore fractal scaling using Hurst increment ranges and second-order moment relations in the context of urban population trends. This resea...
Stereo Vision Based Navigation of Four-Legged Robot Through Unknown Terrain
This research aims to develop a stereo vision-based navigation system for a quadruped robot, enabling it to move autonomously through rough, unfamiliar terrain and detect blockages in sewer pipelines. The robot uses a...
ThematicAnalysisofTourismDownfallandEconomicConsequences During Covid-19: Evidence from A Rural Mountain Community in Pakistan
The COVID-19 pandemic had a profound impact on the tourism industry in GilgitBaltistan, leading to a significant reduction in tourist arrivals and severely affecting the local economy. This study demonstrated that the l...
Leveraging Generative AI to Learn Impact of Climate Change on Buildings inUrban Areas
Climate change, global warming, and pollution are intensifying daily. As urbanization increases, understanding the reciprocal impact between buildings and the environment becomes increasingly important. Most research f...