Metacommunity simulations for diatom assemblages residing in benthic cyanobacterial mats in Fryxell Basin in Taylor Valley in the McMurdo Dry Valleys, Antarctica

Here, we use MCSim, a spatially explicit metacommunity simulation package for R, to test alternative hypotheses about the roles of dispersal and species sorting in maintaining the biodiversity of diatom assemblages residing in black and orange mats in Fryxell Basin in Taylor Valley in the McMurdo Dr...

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Main Authors: Sokol, Eric R, Barrett, J E, Kohler, Tyler J, McKnight, Diane M, Salvatore, Mark R, Stanish, Lee F
Format: Dataset
Language:English
Published: Environmental Data Initiative 2020
Subjects:
Online Access:https://dx.doi.org/10.6073/pasta/928879746d04e847c1b5acfa31f1cbfa
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spelling ftdatacite:10.6073/pasta/928879746d04e847c1b5acfa31f1cbfa 2023-05-15T14:04:38+02:00 Metacommunity simulations for diatom assemblages residing in benthic cyanobacterial mats in Fryxell Basin in Taylor Valley in the McMurdo Dry Valleys, Antarctica Sokol, Eric R Barrett, J E Kohler, Tyler J McKnight, Diane M Salvatore, Mark R Stanish, Lee F 2020 https://dx.doi.org/10.6073/pasta/928879746d04e847c1b5acfa31f1cbfa https://portal.edirepository.org/nis/mapbrowse?packageid=edi.597.2 en eng Environmental Data Initiative https://dx.doi.org/10.3389/fevo.2020.521668 Dataset dataPackage dataset 2020 ftdatacite https://doi.org/10.6073/pasta/928879746d04e847c1b5acfa31f1cbfa https://doi.org/10.3389/fevo.2020.521668 2022-02-09T12:18:36Z Here, we use MCSim, a spatially explicit metacommunity simulation package for R, to test alternative hypotheses about the roles of dispersal and species sorting in maintaining the biodiversity of diatom assemblages residing in black and orange mats in Fryxell Basin in Taylor Valley in the McMurdo Dry Valleys of Antarctica. The spatial distribution and patchiness of cyanobacterial mat habitats was characterized by remote imagery of the Lake Fryxell sub-catchment in Taylor Valley collected in January 2015. The available species pool for diatom metacommunity simulation scenarios was informed by the Antarctic Freshwater Diatoms Database, maintained by the McMurdo Dry Valleys Long Term Ecological Research program, representing samples collected between January 1994 and January 2013. We used simulation outcomes to test the plausibility of alternative community assembly hypotheses to explain empirically observed patterns of freshwater diatom biodiversity in the long-term record. The most plausible simulation scenarios suggest species sorting by environmental filters, alone, was not sufficient to maintain biodiversity in the Fryxell Basin diatom metacommunity. The most plausible scenarios included either (1) neutral models with different immigration rates for diatoms in orange and black mats or (2) species sorting by a relatively weak environmental filter, such that dispersal dynamics also influenced diatom community assembly, but there was not such a strong disparity in immigration rates between mat types. The results point to the importance of dispersal for understanding current and future biodiversity patterns for diatoms in this ecosystem, and more generally, provide further evidence that metacommunity theory is a useful framework for testing hypotheses about microbial community assembly. This dataset supports the paper: Sokol, E. Et al, 2020. Evaluating Alternative Metacommunity Hypotheses for Diatoms in the McMurdo Dry Valleys Using Simulations and Remote Sensing Data. Frontiers in Ecology and Evolution. DOI: 10.3389/fevo.2020.521668. The dataset contains four objects: a) the results of the simulation (zipped as one file), b) a manifest describing the contents of that zip file, c) a release of the MCSim model (R code), and d) ancillary inputs and code (zipped). Dataset Antarc* Antarctic Antarctica McMurdo Dry Valleys DataCite Metadata Store (German National Library of Science and Technology) Antarctic The Antarctic McMurdo Dry Valleys Taylor Valley ENVELOPE(163.000,163.000,-77.617,-77.617) Fryxell ENVELOPE(163.183,163.183,-77.617,-77.617) Lake Fryxell ENVELOPE(163.183,163.183,-77.617,-77.617)
institution Open Polar
collection DataCite Metadata Store (German National Library of Science and Technology)
op_collection_id ftdatacite
language English
description Here, we use MCSim, a spatially explicit metacommunity simulation package for R, to test alternative hypotheses about the roles of dispersal and species sorting in maintaining the biodiversity of diatom assemblages residing in black and orange mats in Fryxell Basin in Taylor Valley in the McMurdo Dry Valleys of Antarctica. The spatial distribution and patchiness of cyanobacterial mat habitats was characterized by remote imagery of the Lake Fryxell sub-catchment in Taylor Valley collected in January 2015. The available species pool for diatom metacommunity simulation scenarios was informed by the Antarctic Freshwater Diatoms Database, maintained by the McMurdo Dry Valleys Long Term Ecological Research program, representing samples collected between January 1994 and January 2013. We used simulation outcomes to test the plausibility of alternative community assembly hypotheses to explain empirically observed patterns of freshwater diatom biodiversity in the long-term record. The most plausible simulation scenarios suggest species sorting by environmental filters, alone, was not sufficient to maintain biodiversity in the Fryxell Basin diatom metacommunity. The most plausible scenarios included either (1) neutral models with different immigration rates for diatoms in orange and black mats or (2) species sorting by a relatively weak environmental filter, such that dispersal dynamics also influenced diatom community assembly, but there was not such a strong disparity in immigration rates between mat types. The results point to the importance of dispersal for understanding current and future biodiversity patterns for diatoms in this ecosystem, and more generally, provide further evidence that metacommunity theory is a useful framework for testing hypotheses about microbial community assembly. This dataset supports the paper: Sokol, E. Et al, 2020. Evaluating Alternative Metacommunity Hypotheses for Diatoms in the McMurdo Dry Valleys Using Simulations and Remote Sensing Data. Frontiers in Ecology and Evolution. DOI: 10.3389/fevo.2020.521668. The dataset contains four objects: a) the results of the simulation (zipped as one file), b) a manifest describing the contents of that zip file, c) a release of the MCSim model (R code), and d) ancillary inputs and code (zipped).
format Dataset
author Sokol, Eric R
Barrett, J E
Kohler, Tyler J
McKnight, Diane M
Salvatore, Mark R
Stanish, Lee F
spellingShingle Sokol, Eric R
Barrett, J E
Kohler, Tyler J
McKnight, Diane M
Salvatore, Mark R
Stanish, Lee F
Metacommunity simulations for diatom assemblages residing in benthic cyanobacterial mats in Fryxell Basin in Taylor Valley in the McMurdo Dry Valleys, Antarctica
author_facet Sokol, Eric R
Barrett, J E
Kohler, Tyler J
McKnight, Diane M
Salvatore, Mark R
Stanish, Lee F
author_sort Sokol, Eric R
title Metacommunity simulations for diatom assemblages residing in benthic cyanobacterial mats in Fryxell Basin in Taylor Valley in the McMurdo Dry Valleys, Antarctica
title_short Metacommunity simulations for diatom assemblages residing in benthic cyanobacterial mats in Fryxell Basin in Taylor Valley in the McMurdo Dry Valleys, Antarctica
title_full Metacommunity simulations for diatom assemblages residing in benthic cyanobacterial mats in Fryxell Basin in Taylor Valley in the McMurdo Dry Valleys, Antarctica
title_fullStr Metacommunity simulations for diatom assemblages residing in benthic cyanobacterial mats in Fryxell Basin in Taylor Valley in the McMurdo Dry Valleys, Antarctica
title_full_unstemmed Metacommunity simulations for diatom assemblages residing in benthic cyanobacterial mats in Fryxell Basin in Taylor Valley in the McMurdo Dry Valleys, Antarctica
title_sort metacommunity simulations for diatom assemblages residing in benthic cyanobacterial mats in fryxell basin in taylor valley in the mcmurdo dry valleys, antarctica
publisher Environmental Data Initiative
publishDate 2020
url https://dx.doi.org/10.6073/pasta/928879746d04e847c1b5acfa31f1cbfa
https://portal.edirepository.org/nis/mapbrowse?packageid=edi.597.2
long_lat ENVELOPE(163.000,163.000,-77.617,-77.617)
ENVELOPE(163.183,163.183,-77.617,-77.617)
ENVELOPE(163.183,163.183,-77.617,-77.617)
geographic Antarctic
The Antarctic
McMurdo Dry Valleys
Taylor Valley
Fryxell
Lake Fryxell
geographic_facet Antarctic
The Antarctic
McMurdo Dry Valleys
Taylor Valley
Fryxell
Lake Fryxell
genre Antarc*
Antarctic
Antarctica
McMurdo Dry Valleys
genre_facet Antarc*
Antarctic
Antarctica
McMurdo Dry Valleys
op_relation https://dx.doi.org/10.3389/fevo.2020.521668
op_doi https://doi.org/10.6073/pasta/928879746d04e847c1b5acfa31f1cbfa
https://doi.org/10.3389/fevo.2020.521668
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