Percolation Framework of the Earth's Topography
arXiv:1809.00256 · doi:10.1103/PhysRevE.99.022304
Abstract
Self-similarity and long-range correlations are the remarkable features of the Earth's surface topography. Here we develop an approach based on percolation theory to study the geometrical features of Earth. Our analysis is based on high-resolution, 1 arc min, ETOPO1 global relief records.We find some evidence for abrupt transitions that occurred during the evolution of the Earth's relief network, indicative of a continental/cluster aggregation. We apply finite-size-scaling analysis based on a coarse-graining procedure to show that the observed transition is most likely discontinuous. Furthermore, we study the percolation on two-dimensional fractional Brownian motion surfaces with Hurst exponent as a model of long-range correlated topography, which suggests that the long-range correlations may play a key role in the observed discontinuity on Earth. Our framework presented here provides a theoretical model to better understand the geometrical phase transition on Earth, and it also identifies the critical nodes that will be more exposed to global climate change in the Earth's relief network.
References in corpus (23)
- Statistical mechanics of complex networks
- Catastrophic cascade of failures in interdependent networks
- Epidemic processes in complex networks
- Identification of influential spreaders in complex networks
- Resilience of the Internet to random breakdowns
- Influence maximization in complex networks through optimal percolation
- Vital nodes identification in complex networks
- Complex networks in climate dynamics - Comparing linear and nonlinear network construction methods
- Efficient Monte Carlo algorithm and high-precision results for percolation
- The backbone of the climate network
- Recent advances in percolation theory and its applications
- Impact of Single Links in Competitive Percolation -- How complex networks grow under competition
- Self-organized adaptation of a simple neural circuit enables complex robot behaviour
- Percolation in Interdependent and Interconnected Networks: Abrupt Change from Second to First Order Transition
- Explosive Percolation: Novel critical and supercritical phenomena
- Inferring long memory processes in the climate network via ordinal pattern analysis
- Self-stabilised fractality of sea-coasts through damped erosion
- Percolation framework to describe El Niño conditions
- Climate network percolation reveals the expansion and weakening of the tropical component under global warming
- Percolation with long-range correlated disorder
- Forecasting the magnitude and onset of El Nino based on climate network
- Percolation description of the global topography of Earth and Moon
- Schramm-Loewner evolution and perimeter of percolation clusters of correlated random landscapes