Sampling bias exaggerates a textbook example of a trophic cascade ...

Understanding trophic cascades in terrestrial wildlife communities is a major challenge because these systems are difficult to sample properly. We show how a tradition of nonrandom sampling has confounded this understanding in a textbook system (Yellowstone National Park) where carnivore [Canis lupu...

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Main Authors: Brice, Elaine, Larsen, Eric, MacNulty, Daniel
Format: Software
Language:unknown
Published: Zenodo 2023
Subjects:
elk
Online Access:https://dx.doi.org/10.5281/zenodo.5637262
https://zenodo.org/doi/10.5281/zenodo.5637262
id ftdatacite:10.5281/zenodo.5637262
record_format openpolar
spelling ftdatacite:10.5281/zenodo.5637262 2023-12-31T10:05:45+01:00 Sampling bias exaggerates a textbook example of a trophic cascade ... Brice, Elaine Larsen, Eric MacNulty, Daniel 2023 https://dx.doi.org/10.5281/zenodo.5637262 https://zenodo.org/doi/10.5281/zenodo.5637262 unknown Zenodo https://dx.doi.org/10.1101/2020.05.05.079459 https://dx.doi.org/10.1111/ele.13915 https://dx.doi.org/10.5061/dryad.2z34tmpnj https://dx.doi.org/10.5281/zenodo.10106075 https://dx.doi.org/10.5281/zenodo.5637263 MIT License https://opensource.org/licenses/MIT mit Aspen Populus tremuloides elk Cervus canadensis wolf Canis lupus carnivore predator indirect effects nonrandom sampling sampling bias preferred browsing height Ungulate SoftwareSourceCode Software article 2023 ftdatacite https://doi.org/10.5281/zenodo.563726210.1101/2020.05.05.07945910.1111/ele.1391510.5061/dryad.2z34tmpnj10.5281/zenodo.1010607510.5281/zenodo.5637263 2023-12-01T11:22:45Z Understanding trophic cascades in terrestrial wildlife communities is a major challenge because these systems are difficult to sample properly. We show how a tradition of nonrandom sampling has confounded this understanding in a textbook system (Yellowstone National Park) where carnivore [Canis lupus (wolf)] recovery is associated with a trophic cascade involving changes in herbivore [Cervus canadensis (elk)] behavior and density that promote plant regeneration. Long-term data indicate a practice of sampling only the tallest young plants overestimated regeneration of overstory aspen (Populus tremuloides) by a factor of 3-8 compared to random sampling because it favored plants taller than the preferred browsing height of elk and overlooked non-regenerating aspen stands. Random sampling described a trophic cascade, but it was weaker than the one that nonrandom sampling described. Our findings highlight the critical importance of basic sampling principles (e.g., randomization) for achieving an accurate ... : This dataset has 18,792 records, including 18,623 records of individual young aspen (plants > 1 year-old & < 600 cm) and 169 records of plots with no young aspen ("zero plots"). Records of individual young aspen (N = 18,623) were used in the majority of analyses (Fig. 2-5a,b), including generalized linear mixed models (GLMMs) that tested how the effect of year on browsing, height, and recruitment of stems differed by sampling method. This dataset was also used to model the effect of stem height on browsing to estimate the preferred browse height (PBH) and browse escape height (BEH). The full dataset that includes plots with no young aspen was only used to calculate the percentage of plots and stands each year with median heights greater than 200 (Fig. 5c) or 300 cm (Fig. 5d). The dataframe has the following 6 columns: Plot: individual identifier for each of 113 plots distributed randomly across the study area. Each plot was a 1 × 20 m belt transect located randomly within an aspen stand Year: year ... Software Canis lupus DataCite Metadata Store (German National Library of Science and Technology)
institution Open Polar
collection DataCite Metadata Store (German National Library of Science and Technology)
op_collection_id ftdatacite
language unknown
topic Aspen
Populus tremuloides
elk
Cervus canadensis
wolf
Canis lupus
carnivore
predator indirect effects
nonrandom sampling
sampling bias
preferred browsing height
Ungulate
spellingShingle Aspen
Populus tremuloides
elk
Cervus canadensis
wolf
Canis lupus
carnivore
predator indirect effects
nonrandom sampling
sampling bias
preferred browsing height
Ungulate
Brice, Elaine
Larsen, Eric
MacNulty, Daniel
Sampling bias exaggerates a textbook example of a trophic cascade ...
topic_facet Aspen
Populus tremuloides
elk
Cervus canadensis
wolf
Canis lupus
carnivore
predator indirect effects
nonrandom sampling
sampling bias
preferred browsing height
Ungulate
description Understanding trophic cascades in terrestrial wildlife communities is a major challenge because these systems are difficult to sample properly. We show how a tradition of nonrandom sampling has confounded this understanding in a textbook system (Yellowstone National Park) where carnivore [Canis lupus (wolf)] recovery is associated with a trophic cascade involving changes in herbivore [Cervus canadensis (elk)] behavior and density that promote plant regeneration. Long-term data indicate a practice of sampling only the tallest young plants overestimated regeneration of overstory aspen (Populus tremuloides) by a factor of 3-8 compared to random sampling because it favored plants taller than the preferred browsing height of elk and overlooked non-regenerating aspen stands. Random sampling described a trophic cascade, but it was weaker than the one that nonrandom sampling described. Our findings highlight the critical importance of basic sampling principles (e.g., randomization) for achieving an accurate ... : This dataset has 18,792 records, including 18,623 records of individual young aspen (plants > 1 year-old & < 600 cm) and 169 records of plots with no young aspen ("zero plots"). Records of individual young aspen (N = 18,623) were used in the majority of analyses (Fig. 2-5a,b), including generalized linear mixed models (GLMMs) that tested how the effect of year on browsing, height, and recruitment of stems differed by sampling method. This dataset was also used to model the effect of stem height on browsing to estimate the preferred browse height (PBH) and browse escape height (BEH). The full dataset that includes plots with no young aspen was only used to calculate the percentage of plots and stands each year with median heights greater than 200 (Fig. 5c) or 300 cm (Fig. 5d). The dataframe has the following 6 columns: Plot: individual identifier for each of 113 plots distributed randomly across the study area. Each plot was a 1 × 20 m belt transect located randomly within an aspen stand Year: year ...
format Software
author Brice, Elaine
Larsen, Eric
MacNulty, Daniel
author_facet Brice, Elaine
Larsen, Eric
MacNulty, Daniel
author_sort Brice, Elaine
title Sampling bias exaggerates a textbook example of a trophic cascade ...
title_short Sampling bias exaggerates a textbook example of a trophic cascade ...
title_full Sampling bias exaggerates a textbook example of a trophic cascade ...
title_fullStr Sampling bias exaggerates a textbook example of a trophic cascade ...
title_full_unstemmed Sampling bias exaggerates a textbook example of a trophic cascade ...
title_sort sampling bias exaggerates a textbook example of a trophic cascade ...
publisher Zenodo
publishDate 2023
url https://dx.doi.org/10.5281/zenodo.5637262
https://zenodo.org/doi/10.5281/zenodo.5637262
genre Canis lupus
genre_facet Canis lupus
op_relation https://dx.doi.org/10.1101/2020.05.05.079459
https://dx.doi.org/10.1111/ele.13915
https://dx.doi.org/10.5061/dryad.2z34tmpnj
https://dx.doi.org/10.5281/zenodo.10106075
https://dx.doi.org/10.5281/zenodo.5637263
op_rights MIT License
https://opensource.org/licenses/MIT
mit
op_doi https://doi.org/10.5281/zenodo.563726210.1101/2020.05.05.07945910.1111/ele.1391510.5061/dryad.2z34tmpnj10.5281/zenodo.1010607510.5281/zenodo.5637263
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