2019
DOI: 10.1111/ele.13441
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A 450 million years long latitudinal gradient in age‐dependent extinction

Abstract: Leigh Van Valen famously stated that under constant conditions extinction probability is independent of species age. To test this 'law of constant extinction', we developed a new method using deep learning to infer age-dependent extinction and analysed 450 myr of marine life across 21 invertebrate clades. We show that extinction rate significantly decreases with age in > 90% of the cases, indicating that most species died out soon after their appearance while those which survived experienced ever decreasing ex… Show more

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Cited by 22 publications
(33 citation statements)
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“…Simulations conducted by Hagen et al (2018) have shown that the method can correctly detect both age-dependency and independence, especially under the conditions of our datasets. Interestingly, Silvestro et al (2020) found that, under certain circumstances, the method used here may bias parameter estimates in the opposite direction, towards shape values larger than one. For a more detailed description of the age-dependent model, see Supporting Information Section 6.…”
Section: Methodsmentioning
confidence: 84%
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“…Simulations conducted by Hagen et al (2018) have shown that the method can correctly detect both age-dependency and independence, especially under the conditions of our datasets. Interestingly, Silvestro et al (2020) found that, under certain circumstances, the method used here may bias parameter estimates in the opposite direction, towards shape values larger than one. For a more detailed description of the age-dependent model, see Supporting Information Section 6.…”
Section: Methodsmentioning
confidence: 84%
“…It is interesting to note that only three of these 25 clades (representing 3 studies) used a model that explicitly takes into account unsampled species. A fourth study investigated a single clade (graptoloids) with a reasonably good fossil record, and a fifth study that analyzed 21 clades used a method that does not explicitly account for unsampled species but was designed to deal with occurrences with low resolution (Silvestro et al 2020). Hence negative age dependency is potentially more prevalent than previously thought.…”
Section: Discussionmentioning
confidence: 99%
“…The truncation of all lineages at 126 ka does not affect our extinction rate estimates, if we assume that extinctions are independent of lineage age. Although recent studies have pointed out age-dependent extinction effects (41,44), this process is described to mainly take place on time scales of millions of years and is thus not expected to play a role within the studied time frame.…”
Section: Mammal Extinction Datesmentioning
confidence: 93%
“…More specifically, for each extinct species, we searched our merged database for fossil occurrences from the Middle Pleistocene (0.781 Ma ago) or younger that were dated with at least 10-ka precision. For those species for which we found at least two such database records, we calculated the preservation rate ( q ) using the following formula where N is the number of fossil occurrences of a given species divided by the time span between the first ( t FO ) and last occurrence ( t LO ) of this species found in the merged database ( 40 , 41 ). The rate q represents the inverse of the average waiting time between two fossils of a taxon (1/ q ).…”
Section: Methodsmentioning
confidence: 99%
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