Interactions Between Different Birds of Prey as a Random Point Process
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arXiv
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| Main Authors: | , , , , , |
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| Format: | Preprint |
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2023
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| _version_ | 1866929346439020544 |
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| author | Akemann, Gernot Chakarov, Nayden Krüger, Oliver Mielke, Adam Ottensmann, Meinolf Päßler, Patricia |
| author_facet | Akemann, Gernot Chakarov, Nayden Krüger, Oliver Mielke, Adam Ottensmann, Meinolf Päßler, Patricia |
| contents | The two-dimensional Coulomb gas is a one-parameter family of random point processes, depending on the inverse temperature $β$. Based on previous work, it is proposed as a simple statistical measure to quantify the intra- and interspecies repulsion among three different highly territorial birds of prey. Using data from the area of the Teutoburger Wald over 20 years, we fit the nearest and next-to-nearest neighbour spacing distributions between the respective nests of Goshawk, Eagle Owl and the previously examined Common Buzzard to $β$ of the Coulomb gas. Within each species, the repulsion measured in this way deviates significantly from the Poisson process of independent points in the plane. In contrast, the repulsion amongst each of two species is found to be considerably lower and closer to Poisson. Methodologically we investigate the influence of the terrain, of a shorter interaction range given by the two-dimensional Yukawa interaction, and the statistical independence of the time moving average we use for the yearly ensembles of occupied nests. We also check that an artificial random displacement of the original nest positions of the order of the mean level spacing quickly destroys the repulsion measured by $β> 0$. A simple, approximate analytical expression for the nearest neighbour spacing distribution derived from non-Hermitian random matrix theory proves to be very useful. |
| format | Preprint |
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arxiv_https___arxiv_org_abs_2310_20670 |
| institution | arXiv |
| publishDate | 2023 |
| record_format | arxiv |
| spellingShingle | Interactions Between Different Birds of Prey as a Random Point Process Akemann, Gernot Chakarov, Nayden Krüger, Oliver Mielke, Adam Ottensmann, Meinolf Päßler, Patricia Statistical Mechanics Mathematical Physics Quantitative Methods The two-dimensional Coulomb gas is a one-parameter family of random point processes, depending on the inverse temperature $β$. Based on previous work, it is proposed as a simple statistical measure to quantify the intra- and interspecies repulsion among three different highly territorial birds of prey. Using data from the area of the Teutoburger Wald over 20 years, we fit the nearest and next-to-nearest neighbour spacing distributions between the respective nests of Goshawk, Eagle Owl and the previously examined Common Buzzard to $β$ of the Coulomb gas. Within each species, the repulsion measured in this way deviates significantly from the Poisson process of independent points in the plane. In contrast, the repulsion amongst each of two species is found to be considerably lower and closer to Poisson. Methodologically we investigate the influence of the terrain, of a shorter interaction range given by the two-dimensional Yukawa interaction, and the statistical independence of the time moving average we use for the yearly ensembles of occupied nests. We also check that an artificial random displacement of the original nest positions of the order of the mean level spacing quickly destroys the repulsion measured by $β> 0$. A simple, approximate analytical expression for the nearest neighbour spacing distribution derived from non-Hermitian random matrix theory proves to be very useful. |
| title | Interactions Between Different Birds of Prey as a Random Point Process |
| topic | Statistical Mechanics Mathematical Physics Quantitative Methods |
| url | https://arxiv.org/abs/2310.20670 |