scholarly journals Spatial analyses of Ediacaran communities at Mistaken Point

Paleobiology ◽  
2018 ◽  
Vol 44 (1) ◽  
pp. 40-57 ◽  
Author(s):  
Emily G. Mitchell ◽  
Nicholas J. Butterfield

AbstractBedding-plane assemblages of Ediacaran fossils from Mistaken Point, Newfoundland, are among the oldest known records of complex multicellular life on Earth (dated to ~565 Ma). The in situ preservation of these sessile but otherwise deeply enigmatic organisms means that statistical analyses of specimen positions can be used to illuminate their underlying ecological dynamics, including the interactions between taxa.Fossil assemblages on Mistaken Point D and E surfaces were mapped to millimeter accuracy using differentiated GPS. Spatial correlations between 10 well-defined taxa (Bradgatia, Charniid,Charniodiscus,Fractofusus, Ivesheadiomorphs, Lobate Discs,Pectinifrons,Plumeropriscum,Hiemalora, andThectardis) were identified using Bayesian network inference (BNI), and then described and analyzed using spatial point-process analysis. BNI found that the E-surface community had a complex web of interactions and associations between taxa, with all but one taxon (Thectardis) interacting with at least one other. The unique spatial distribution ofThectardissupports previous, morphology-based arguments for its fundamentally distinct nature. BNI revealed that the D-surface community showed no interspecific interactions or associations, a pattern consistent with a homogeneous environment.On the E surface, all six of the abundant taxonomic groups (Fractofusus,Bradgatia, Charniid,Charniodiscus,Thectardis, andPlumeropriscum) were found to have a unique set of interactions with other taxa, reflecting a broad range of underlying ecological responses. Four instances of habitat associations were detected between taxa, of which two (Charniodiscus–PlumeropriscumandPlumeropriscum–Fractofusus) led to weak competition for resources. One case of preemptive competition between Charniid and Lobate Discs was detected. There were no instances of interspecific facilitation. Ivesheadiomorph interactions mirror those ofFractofususandCharniodiscus, identifying them as a form-taxonomic grouping of degradationally homogenized taphomorphs. The absence of increased fossil abundance in proximity to these taphomorphs argues against scavenging or saprophytic behaviors dominating the E-surface community.

2016 ◽  
Vol 68 ◽  
pp. 127-152 ◽  
Author(s):  
Cory J. Butz ◽  
Jhonatan S. Oliveira ◽  
Anders L. Madsen

2020 ◽  
Vol 69 ◽  
pp. 231-295
Author(s):  
Peng Lin ◽  
Martin Neil ◽  
Norman Fenton

Performing efficient inference on high dimensional discrete Bayesian Networks (BNs) is challenging. When using exact inference methods the space complexity can grow exponentially with the tree-width, thus making computation intractable. This paper presents a general purpose approximate inference algorithm, based on a new region belief approximation method, called Triplet Region Construction (TRC). TRC reduces the cluster space complexity for factorized models from worst-case exponential to polynomial by performing graph factorization and producing clusters of limited size. Unlike previous generations of region-based algorithms, TRC is guaranteed to converge and effectively addresses the region choice problem that bedevils other region-based algorithms used for BN inference. Our experiments demonstrate that it also achieves significantly more accurate results than competing algorithms.


2020 ◽  
Vol 21 (5) ◽  
pp. 1867-1876 ◽  
Author(s):  
Anatolii Prokhorchuk ◽  
Justin Dauwels ◽  
Patrick Jaillet

Sign in / Sign up

Export Citation Format

Share Document