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An examination of force maps targeted at orientation interactions in moving groups.

Λεπτομέρειες βιβλιογραφικής εγγραφής
Τίτλος: An examination of force maps targeted at orientation interactions in moving groups.
Συγγραφείς: Mudaliar RK; School of Mathematical and Computing Science, Fiji National University, Ba, Fiji.; School of Science and Technology, University of New England, Armidale, NSW, Australia., Schaerf TM; School of Science and Technology, University of New England, Armidale, NSW, Australia.
Πηγή: PloS one [PLoS One] 2023 Sep 07; Vol. 18 (9), pp. e0286810. Date of Electronic Publication: 2023 Sep 07 (Print Publication: 2023).
Τύπος έκδοσης: Journal Article; Research Support, Non-U.S. Gov't
Γλώσσα: English
Στοιχεία περιοδικού: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE
Imprint Name(s): Original Publication: San Francisco, CA : Public Library of Science
Ιατρικοί όροι (MeSH): Movement* , Social Behavior* , Mass Behavior* , Orientation, Spatial*, Motion ; Locomotion ; Motor Activity ; Animals ; Models, Theoretical
Περίληψη: Force mapping is an established method for inferring the underlying interaction rules thought to govern collective motion from trajectory data. Here we examine the ability of force maps to reconstruct interactions that govern individual's tendency to orient, or align, their heading within a moving group, one of the primary factors thought to drive collective motion, using data from three established general collective motion models. Specifically, our force maps extract how individuals adjust their direction of motion on average as a function of the distance to neighbours and relative alignment in heading with these neighbours, or in more detail as a function of the relative coordinates and relative headings of neighbours. We also examine the association between plots of local alignment and underlying alignment rules. We find that the simpler force maps that examined changes in heading as a function of neighbour distances and differences in heading can qualitatively reconstruct the form of orientation interactions, but also overestimate the spatial range over which these interactions apply. More complex force maps that examine heading changes as a function of the relative coordinates of neighbours (in two spatial dimensions), can also reveal underlying orientation interactions in some cases, but are relatively harder to interpret. Responses to neighbours in both the simpler and more complex force maps are affected by group-level patterns of motion. We also find a correlation between the sizes of regions of high alignment in local alignment plots and the size of the region over which alignment rules apply when only an alignment interaction rule is in action. However, when data derived from more complex models is analysed, the shapes of regions of high alignment are clearly influenced by emergent patterns of motion, and these regions of high alignment can appear even when there is no explicit direct mechanism that governs alignment.
(Copyright: © 2023 Mudaliar, Schaerf. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.)
Competing Interests: The authors have declared that no competing interests exist.
References: Phys Rev Lett. 1995 Aug 7;75(6):1226-1229. (PMID: 10060237)
Proc Natl Acad Sci U S A. 2010 Jul 13;107(28):12576-80. (PMID: 20616032)
Proc Biol Sci. 2017 Aug 30;284(1861):. (PMID: 28855361)
PLoS One. 2020 Dec 9;15(12):e0243631. (PMID: 33296438)
Phys Rev Lett. 2006 Mar 17;96(10):104302. (PMID: 16605738)
Proc Biol Sci. 2022 Feb 23;289(1969):20212361. (PMID: 35193400)
J Math Biol. 2009 Mar;58(3):429-45. (PMID: 18587541)
Philos Trans R Soc Lond B Biol Sci. 2020 Sep 14;375(1807):20190380. (PMID: 32713309)
Proc Natl Acad Sci U S A. 2011 Nov 15;108(46):18726-31. (PMID: 22065759)
PLoS One. 2021 May 24;16(5):e0251970. (PMID: 34029340)
PLoS Comput Biol. 2019 Sep 13;15(9):e1007354. (PMID: 31518357)
Nature. 2010 Apr 8;464(7290):890-3. (PMID: 20376149)
J Theor Biol. 2002 Sep 7;218(1):1-11. (PMID: 12297066)
J Theor Biol. 2018 Apr 14;443:39-51. (PMID: 29366823)
PLoS Comput Biol. 2013;9(2):e1002915. (PMID: 23468605)
Proc Natl Acad Sci U S A. 2017 Sep 19;114(38):10149-10154. (PMID: 28874581)
J Chem Phys. 2008 Jun 28;128(24):244115. (PMID: 18601325)
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J R Soc Interface. 2021 Mar;18(176):20200925. (PMID: 33784885)
J Math Biol. 2015 Nov;71(5):1081-105. (PMID: 25358499)
R Soc Open Sci. 2017 Sep 20;4(9):170312. (PMID: 28989737)
Sci Adv. 2017 Jun 23;3(6):e1603201. (PMID: 28691088)
J R Soc Interface. 2013 Sep 25;10(89):20130529. (PMID: 24068173)
Proc Natl Acad Sci U S A. 2011 Nov 15;108(46):18720-5. (PMID: 21795604)
PLoS Comput Biol. 2012;8(9):e1002678. (PMID: 23028277)
Proc Natl Acad Sci U S A. 2008 Jan 29;105(4):1232-7. (PMID: 18227508)
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Entry Date(s): Date Created: 20230907 Date Completed: 20230926 Latest Revision: 20230926
Update Code: 20260130
PubMed Central ID: PMC10484433
DOI: 10.1371/journal.pone.0286810
PMID: 37676869
Βάση Δεδομένων: MEDLINE
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  Data: An examination of force maps targeted at orientation interactions in moving groups.
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  Data: <searchLink fieldCode="AU" term="%22Mudaliar+RK%22">Mudaliar RK</searchLink>; School of Mathematical and Computing Science, Fiji National University, Ba, Fiji.; School of Science and Technology, University of New England, Armidale, NSW, Australia.<br /><searchLink fieldCode="AU" term="%22Schaerf+TM%22">Schaerf TM</searchLink>; School of Science and Technology, University of New England, Armidale, NSW, Australia.
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  Data: <searchLink fieldCode="JN" term="%22101285081%22">PloS one</searchLink> [PLoS One] 2023 Sep 07; Vol. 18 (9), pp. e0286810. <i>Date of Electronic Publication: </i>2023 Sep 07 (<i>Print Publication: </i>2023).
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  Data: <searchLink fieldCode="MM" term="%22Movement%22">Movement*</searchLink> <br /><searchLink fieldCode="MM" term="%22Social+Behavior%22">Social Behavior*</searchLink> <br /><searchLink fieldCode="MM" term="%22Mass+Behavior%22">Mass Behavior*</searchLink> <br /><searchLink fieldCode="MM" term="%22Orientation%2C+Spatial%22">Orientation, Spatial*</searchLink><br /><searchLink fieldCode="MH" term="%22Motion%22">Motion</searchLink> ; <searchLink fieldCode="MH" term="%22Locomotion%22">Locomotion</searchLink> ; <searchLink fieldCode="MH" term="%22Motor+Activity%22">Motor Activity</searchLink> ; <searchLink fieldCode="MH" term="%22Animals%22">Animals</searchLink> ; <searchLink fieldCode="MH" term="%22Models%2C+Theoretical%22">Models, Theoretical</searchLink>
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  Data: Force mapping is an established method for inferring the underlying interaction rules thought to govern collective motion from trajectory data. Here we examine the ability of force maps to reconstruct interactions that govern individual's tendency to orient, or align, their heading within a moving group, one of the primary factors thought to drive collective motion, using data from three established general collective motion models. Specifically, our force maps extract how individuals adjust their direction of motion on average as a function of the distance to neighbours and relative alignment in heading with these neighbours, or in more detail as a function of the relative coordinates and relative headings of neighbours. We also examine the association between plots of local alignment and underlying alignment rules. We find that the simpler force maps that examined changes in heading as a function of neighbour distances and differences in heading can qualitatively reconstruct the form of orientation interactions, but also overestimate the spatial range over which these interactions apply. More complex force maps that examine heading changes as a function of the relative coordinates of neighbours (in two spatial dimensions), can also reveal underlying orientation interactions in some cases, but are relatively harder to interpret. Responses to neighbours in both the simpler and more complex force maps are affected by group-level patterns of motion. We also find a correlation between the sizes of regions of high alignment in local alignment plots and the size of the region over which alignment rules apply when only an alignment interaction rule is in action. However, when data derived from more complex models is analysed, the shapes of regions of high alignment are clearly influenced by emergent patterns of motion, and these regions of high alignment can appear even when there is no explicit direct mechanism that governs alignment.<br /> (Copyright: © 2023 Mudaliar, Schaerf. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.)
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  Data: The authors have declared that no competing interests exist.
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  Data: Phys Rev Lett. 1995 Aug 7;75(6):1226-1229. (PMID: <searchLink fieldCode="PM" term="%2210060237%22">10060237)</searchLink><br />Proc Natl Acad Sci U S A. 2010 Jul 13;107(28):12576-80. (PMID: <searchLink fieldCode="PM" term="%2220616032%22">20616032)</searchLink><br />Proc Biol Sci. 2017 Aug 30;284(1861):. (PMID: <searchLink fieldCode="PM" term="%2228855361%22">28855361)</searchLink><br />PLoS One. 2020 Dec 9;15(12):e0243631. (PMID: <searchLink fieldCode="PM" term="%2233296438%22">33296438)</searchLink><br />Phys Rev Lett. 2006 Mar 17;96(10):104302. (PMID: <searchLink fieldCode="PM" term="%2216605738%22">16605738)</searchLink><br />Proc Biol Sci. 2022 Feb 23;289(1969):20212361. (PMID: <searchLink fieldCode="PM" term="%2235193400%22">35193400)</searchLink><br />J Math Biol. 2009 Mar;58(3):429-45. (PMID: <searchLink fieldCode="PM" term="%2218587541%22">18587541)</searchLink><br />Philos Trans R Soc Lond B Biol Sci. 2020 Sep 14;375(1807):20190380. (PMID: <searchLink fieldCode="PM" term="%2232713309%22">32713309)</searchLink><br />Proc Natl Acad Sci U S A. 2011 Nov 15;108(46):18726-31. (PMID: <searchLink fieldCode="PM" term="%2222065759%22">22065759)</searchLink><br />PLoS One. 2021 May 24;16(5):e0251970. (PMID: <searchLink fieldCode="PM" term="%2234029340%22">34029340)</searchLink><br />PLoS Comput Biol. 2019 Sep 13;15(9):e1007354. (PMID: <searchLink fieldCode="PM" term="%2231518357%22">31518357)</searchLink><br />Nature. 2010 Apr 8;464(7290):890-3. (PMID: <searchLink fieldCode="PM" term="%2220376149%22">20376149)</searchLink><br />J Theor Biol. 2002 Sep 7;218(1):1-11. (PMID: <searchLink fieldCode="PM" term="%2212297066%22">12297066)</searchLink><br />J Theor Biol. 2018 Apr 14;443:39-51. (PMID: <searchLink fieldCode="PM" term="%2229366823%22">29366823)</searchLink><br />PLoS Comput Biol. 2013;9(2):e1002915. (PMID: <searchLink fieldCode="PM" term="%2223468605%22">23468605)</searchLink><br />Proc Natl Acad Sci U S A. 2017 Sep 19;114(38):10149-10154. (PMID: <searchLink fieldCode="PM" term="%2228874581%22">28874581)</searchLink><br />J Chem Phys. 2008 Jun 28;128(24):244115. (PMID: <searchLink fieldCode="PM" term="%2218601325%22">18601325)</searchLink><br />R Soc Open Sci. 2017 Jul 12;4(7):170043. (PMID: <searchLink fieldCode="PM" term="%2228791135%22">28791135)</searchLink><br />Proc Natl Acad Sci U S A. 2015 Apr 14;112(15):4690-5. (PMID: <searchLink fieldCode="PM" term="%2225825752%22">25825752)</searchLink><br />R Soc Open Sci. 2018 Dec 12;5(12):181132. (PMID: <searchLink fieldCode="PM" term="%2230662732%22">30662732)</searchLink><br />Curr Biol. 2013 Sep 9;23(17):R709-11. (PMID: <searchLink fieldCode="PM" term="%2224028946%22">24028946)</searchLink><br />PLoS Comput Biol. 2020 Mar 16;16(3):e1007194. (PMID: <searchLink fieldCode="PM" term="%2232176680%22">32176680)</searchLink><br />PLoS Comput Biol. 2018 Jan 11;14(1):e1005933. (PMID: <searchLink fieldCode="PM" term="%2229324853%22">29324853)</searchLink><br />J R Soc Interface. 2021 Mar;18(176):20200925. (PMID: <searchLink fieldCode="PM" term="%2233784885%22">33784885)</searchLink><br />J Math Biol. 2015 Nov;71(5):1081-105. (PMID: <searchLink fieldCode="PM" term="%2225358499%22">25358499)</searchLink><br />R Soc Open Sci. 2017 Sep 20;4(9):170312. (PMID: <searchLink fieldCode="PM" term="%2228989737%22">28989737)</searchLink><br />Sci Adv. 2017 Jun 23;3(6):e1603201. (PMID: <searchLink fieldCode="PM" term="%2228691088%22">28691088)</searchLink><br />J R Soc Interface. 2013 Sep 25;10(89):20130529. (PMID: <searchLink fieldCode="PM" term="%2224068173%22">24068173)</searchLink><br />Proc Natl Acad Sci U S A. 2011 Nov 15;108(46):18720-5. (PMID: <searchLink fieldCode="PM" term="%2221795604%22">21795604)</searchLink><br />PLoS Comput Biol. 2012;8(9):e1002678. (PMID: <searchLink fieldCode="PM" term="%2223028277%22">23028277)</searchLink><br />Proc Natl Acad Sci U S A. 2008 Jan 29;105(4):1232-7. (PMID: <searchLink fieldCode="PM" term="%2218227508%22">18227508)</searchLink><br />PLoS Comput Biol. 2014 Jul 24;10(7):e1003697. (PMID: <searchLink fieldCode="PM" term="%2225057853%22">25057853)</searchLink><br />J Chem Phys. 2008 Jun 28;128(24):244114. (PMID: <searchLink fieldCode="PM" term="%2218601324%22">18601324)</searchLink>
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