Spatially Inhomogeneous Populations with Seed-Banks: I. Duality, Existence and Clustering
We consider a system of interacting Moran models with seed-banks. Individuals live in colonies and are subject to resampling and migration as long as they are active . Each colony has a seed-bank into which individuals can retreat to become dormant , suspending their resampling and migration until t...
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description | We consider a system of interacting Moran models with seed-banks. Individuals live in colonies and are subject to resampling and migration as long as they are
active
. Each colony has a seed-bank into which individuals can retreat to become
dormant
, suspending their resampling and migration until they become active again. The colonies are labelled by
Z
d
,
d
≥
1
, playing the role of a
geographic space
. The sizes of the active and the dormant population are
finite
and depend on the
location
of the colony. Migration is driven by a random walk transition kernel. Our goal is to study the equilibrium behaviour of the system as a function of the underlying model parameters. In the present paper, under a mild condition on the sizes of the active populations, the system is well defined and has a dual. The dual consists of a system of
interacting
coalescing random walks in an
inhomogeneous
environment that switch between an active state and a dormant state. We analyse the dichotomy of
coexistence
(= multi-type equilibria) versus
clustering
(= mono-type equilibria) and show that clustering occurs if and only if two random walks in the dual starting from arbitrary states eventually coalesce with probability one. The presence of the seed-bank
enhances genetic diversity
. In the dual this is reflected by the presence of time lapses during which the random walks are dormant and do not move. |
doi_str_mv | 10.1007/s10959-021-01119-z |
format | Article |
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active
. Each colony has a seed-bank into which individuals can retreat to become
dormant
, suspending their resampling and migration until they become active again. The colonies are labelled by
Z
d
,
d
≥
1
, playing the role of a
geographic space
. The sizes of the active and the dormant population are
finite
and depend on the
location
of the colony. Migration is driven by a random walk transition kernel. Our goal is to study the equilibrium behaviour of the system as a function of the underlying model parameters. In the present paper, under a mild condition on the sizes of the active populations, the system is well defined and has a dual. The dual consists of a system of
interacting
coalescing random walks in an
inhomogeneous
environment that switch between an active state and a dormant state. We analyse the dichotomy of
coexistence
(= multi-type equilibria) versus
clustering
(= mono-type equilibria) and show that clustering occurs if and only if two random walks in the dual starting from arbitrary states eventually coalesce with probability one. The presence of the seed-bank
enhances genetic diversity
. In the dual this is reflected by the presence of time lapses during which the random walks are dormant and do not move.</description><identifier>ISSN: 0894-9840</identifier><identifier>EISSN: 1572-9230</identifier><identifier>DOI: 10.1007/s10959-021-01119-z</identifier><language>eng</language><publisher>New York: Springer US</publisher><subject>Clustering ; Coalescing ; Mathematics ; Mathematics and Statistics ; Populations ; Probability Theory and Stochastic Processes ; Random walk ; Resampling ; Seeds ; Statistics</subject><ispartof>Journal of theoretical probability, 2022-09, Vol.35 (3), p.1795-1841</ispartof><rights>The Author(s) 2021</rights><rights>The Author(s) 2021. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c363t-245f6c7796f633267ad03562ecd89486dba28bd58c7c4cd0d84557dffd46baca3</citedby><cites>FETCH-LOGICAL-c363t-245f6c7796f633267ad03562ecd89486dba28bd58c7c4cd0d84557dffd46baca3</cites><orcidid>0000-0002-1307-9921</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s10959-021-01119-z$$EPDF$$P50$$Gspringer$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s10959-021-01119-z$$EHTML$$P50$$Gspringer$$Hfree_for_read</linktohtml><link.rule.ids>314,780,784,27923,27924,41487,42556,51318</link.rule.ids></links><search><creatorcontrib>den Hollander, Frank</creatorcontrib><creatorcontrib>Nandan, Shubhamoy</creatorcontrib><title>Spatially Inhomogeneous Populations with Seed-Banks: I. Duality, Existence and Clustering</title><title>Journal of theoretical probability</title><addtitle>J Theor Probab</addtitle><description>We consider a system of interacting Moran models with seed-banks. Individuals live in colonies and are subject to resampling and migration as long as they are
active
. Each colony has a seed-bank into which individuals can retreat to become
dormant
, suspending their resampling and migration until they become active again. The colonies are labelled by
Z
d
,
d
≥
1
, playing the role of a
geographic space
. The sizes of the active and the dormant population are
finite
and depend on the
location
of the colony. Migration is driven by a random walk transition kernel. Our goal is to study the equilibrium behaviour of the system as a function of the underlying model parameters. In the present paper, under a mild condition on the sizes of the active populations, the system is well defined and has a dual. The dual consists of a system of
interacting
coalescing random walks in an
inhomogeneous
environment that switch between an active state and a dormant state. We analyse the dichotomy of
coexistence
(= multi-type equilibria) versus
clustering
(= mono-type equilibria) and show that clustering occurs if and only if two random walks in the dual starting from arbitrary states eventually coalesce with probability one. The presence of the seed-bank
enhances genetic diversity
. In the dual this is reflected by the presence of time lapses during which the random walks are dormant and do not move.</description><subject>Clustering</subject><subject>Coalescing</subject><subject>Mathematics</subject><subject>Mathematics and Statistics</subject><subject>Populations</subject><subject>Probability Theory and Stochastic Processes</subject><subject>Random walk</subject><subject>Resampling</subject><subject>Seeds</subject><subject>Statistics</subject><issn>0894-9840</issn><issn>1572-9230</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>C6C</sourceid><recordid>eNp9kDFPwzAQhS0EEqXwB5gsseJythMnZoNSoFIlkAoDk-XaTpuSJsFOBO2vJyVIbEyn07337u5D6JzCiAIkV4GCjCUBRglQSiXZHaABjRNGJONwiAaQyojINIJjdBLCGgCkBBigt3mtm1wXxRZPy1W1qZaudFUb8HNVt0U3qsqAP_NmhefOWXKry_dwjacjfNfqIm-2l3jylYfGlcZhXVo8Ltqu83m5PEVHmS6CO_utQ_R6P3kZP5LZ08N0fDMjhgveEBbFmTBJIkUmOGci0RZ4LJgztjs5FXahWbqwcWoSExkLNo3iOLFZZiOx0EbzIbroc2tffbQuNGpdtb7sViqW0JSxWArRqVivMr4KwbtM1T7faL9VFNQeoeoRqg6h-kGodp2J96ZQ7z9y_i_6H9c3Kwx1Jw</recordid><startdate>20220901</startdate><enddate>20220901</enddate><creator>den Hollander, Frank</creator><creator>Nandan, Shubhamoy</creator><general>Springer US</general><general>Springer Nature B.V</general><scope>C6C</scope><scope>AAYXX</scope><scope>CITATION</scope><orcidid>https://orcid.org/0000-0002-1307-9921</orcidid></search><sort><creationdate>20220901</creationdate><title>Spatially Inhomogeneous Populations with Seed-Banks: I. Duality, Existence and Clustering</title><author>den Hollander, Frank ; Nandan, Shubhamoy</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c363t-245f6c7796f633267ad03562ecd89486dba28bd58c7c4cd0d84557dffd46baca3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Clustering</topic><topic>Coalescing</topic><topic>Mathematics</topic><topic>Mathematics and Statistics</topic><topic>Populations</topic><topic>Probability Theory and Stochastic Processes</topic><topic>Random walk</topic><topic>Resampling</topic><topic>Seeds</topic><topic>Statistics</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>den Hollander, Frank</creatorcontrib><creatorcontrib>Nandan, Shubhamoy</creatorcontrib><collection>Springer Nature OA Free Journals</collection><collection>CrossRef</collection><jtitle>Journal of theoretical probability</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>den Hollander, Frank</au><au>Nandan, Shubhamoy</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Spatially Inhomogeneous Populations with Seed-Banks: I. Duality, Existence and Clustering</atitle><jtitle>Journal of theoretical probability</jtitle><stitle>J Theor Probab</stitle><date>2022-09-01</date><risdate>2022</risdate><volume>35</volume><issue>3</issue><spage>1795</spage><epage>1841</epage><pages>1795-1841</pages><issn>0894-9840</issn><eissn>1572-9230</eissn><abstract>We consider a system of interacting Moran models with seed-banks. Individuals live in colonies and are subject to resampling and migration as long as they are
active
. Each colony has a seed-bank into which individuals can retreat to become
dormant
, suspending their resampling and migration until they become active again. The colonies are labelled by
Z
d
,
d
≥
1
, playing the role of a
geographic space
. The sizes of the active and the dormant population are
finite
and depend on the
location
of the colony. Migration is driven by a random walk transition kernel. Our goal is to study the equilibrium behaviour of the system as a function of the underlying model parameters. In the present paper, under a mild condition on the sizes of the active populations, the system is well defined and has a dual. The dual consists of a system of
interacting
coalescing random walks in an
inhomogeneous
environment that switch between an active state and a dormant state. We analyse the dichotomy of
coexistence
(= multi-type equilibria) versus
clustering
(= mono-type equilibria) and show that clustering occurs if and only if two random walks in the dual starting from arbitrary states eventually coalesce with probability one. The presence of the seed-bank
enhances genetic diversity
. In the dual this is reflected by the presence of time lapses during which the random walks are dormant and do not move.</abstract><cop>New York</cop><pub>Springer US</pub><doi>10.1007/s10959-021-01119-z</doi><tpages>47</tpages><orcidid>https://orcid.org/0000-0002-1307-9921</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Clustering Coalescing Mathematics Mathematics and Statistics Populations Probability Theory and Stochastic Processes Random walk Resampling Seeds Statistics |
title | Spatially Inhomogeneous Populations with Seed-Banks: I. Duality, Existence and Clustering |
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