Estimated values of boreal caribou demographic dates (R, S, lambda) generated from SpaDES landscape simulations in the Northwest Territories

Abstract Most research on boreal populations of Woodland caribou ( Rangifer tarandus caribou ) has been conducted in areas of high anthropogenic disturbance. However, a large portion of the species’ range overlaps relatively pristine areas primarily disturbed by natural disturbances, such as wildfir...

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Main Authors: Stewart, Frances, Micheletti, Tatiane, McIntire, Eliot, Chubaty, Alex
Language:unknown
Published: Borealis
Subjects:
Online Access:https://doi.org/10.5683/SP3/TQLIJA
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spelling ftborealisdata:doi:10.5683/SP3/TQLIJA 2023-05-15T17:46:36+02:00 Estimated values of boreal caribou demographic dates (R, S, lambda) generated from SpaDES landscape simulations in the Northwest Territories Stewart, Frances Micheletti, Tatiane McIntire, Eliot Chubaty, Alex https://doi.org/10.5683/SP3/TQLIJA unknown Borealis https://doi.org/10.5683/SP3/TQLIJA Other Ecology anthropogenic change climate change habitat Ecological forecasting fire Rangifer SpaDES species at risk vegetation Woodland boreal caribou ftborealisdata https://doi.org/10.5683/SP3/TQLIJA 2023-01-22T18:33:01Z Abstract Most research on boreal populations of Woodland caribou ( Rangifer tarandus caribou ) has been conducted in areas of high anthropogenic disturbance. However, a large portion of the species’ range overlaps relatively pristine areas primarily disturbed by natural disturbances, such as wildfire. Climate-driven habitat change is a key concern for the conservation of boreal-dependent species, where management decisions have yet to consider knowledge from multiple ecological domains integrated into a cohesive and spatially explicit forecast of species-specific habitat and demography. We used a novel ecological forecasting framework to provide climate-sensitive projections of habitat and demography for five boreal caribou monitoring areas within the Northwest Territories (NWT), Canada, over 90 years. Importantly, we quantify uncertainty around forecasted mean values. Our results suggest habitat suitability may increase in central and southwest regions of the NWT’s Taiga Plains ecozone but decrease in southern and northwestern regions driven by conversion of coniferous to deciduous forests. We do not project boreal caribou population growth rates to change despite forecasted changes to habitat suitability. Our results emphasize the importance of efforts to protect and restore northern boreal caribou habitat despite climate uncertainty while highlighting expected spatial variations that are important considerations for local people who rely on them. An ability to reproduce previous work, and critical thought when incorporating sources of uncertainty, will be important to refine forecasts, derive management decisions, and improve conservation efficacy for northern species at risk. Methods Please see the README document ("README.md") and the accompanying published article: Stewart, Micheletti et al. 2023. Climatepinformed forecasts reveal dramatic local habitat shifts and population uncertainty for nothern boreal caribou. Ecological Applications. Other/Unknown Material Northwest Territories Rangifer tarandus taiga Taiga plains Borealis Canada Lambda ENVELOPE(-62.983,-62.983,-64.300,-64.300) Northwest Territories
institution Open Polar
collection Borealis
op_collection_id ftborealisdata
language unknown
topic Other
Ecology
anthropogenic change
climate change
habitat
Ecological forecasting
fire
Rangifer
SpaDES
species at risk
vegetation
Woodland boreal caribou
spellingShingle Other
Ecology
anthropogenic change
climate change
habitat
Ecological forecasting
fire
Rangifer
SpaDES
species at risk
vegetation
Woodland boreal caribou
Stewart, Frances
Micheletti, Tatiane
McIntire, Eliot
Chubaty, Alex
Estimated values of boreal caribou demographic dates (R, S, lambda) generated from SpaDES landscape simulations in the Northwest Territories
topic_facet Other
Ecology
anthropogenic change
climate change
habitat
Ecological forecasting
fire
Rangifer
SpaDES
species at risk
vegetation
Woodland boreal caribou
description Abstract Most research on boreal populations of Woodland caribou ( Rangifer tarandus caribou ) has been conducted in areas of high anthropogenic disturbance. However, a large portion of the species’ range overlaps relatively pristine areas primarily disturbed by natural disturbances, such as wildfire. Climate-driven habitat change is a key concern for the conservation of boreal-dependent species, where management decisions have yet to consider knowledge from multiple ecological domains integrated into a cohesive and spatially explicit forecast of species-specific habitat and demography. We used a novel ecological forecasting framework to provide climate-sensitive projections of habitat and demography for five boreal caribou monitoring areas within the Northwest Territories (NWT), Canada, over 90 years. Importantly, we quantify uncertainty around forecasted mean values. Our results suggest habitat suitability may increase in central and southwest regions of the NWT’s Taiga Plains ecozone but decrease in southern and northwestern regions driven by conversion of coniferous to deciduous forests. We do not project boreal caribou population growth rates to change despite forecasted changes to habitat suitability. Our results emphasize the importance of efforts to protect and restore northern boreal caribou habitat despite climate uncertainty while highlighting expected spatial variations that are important considerations for local people who rely on them. An ability to reproduce previous work, and critical thought when incorporating sources of uncertainty, will be important to refine forecasts, derive management decisions, and improve conservation efficacy for northern species at risk. Methods Please see the README document ("README.md") and the accompanying published article: Stewart, Micheletti et al. 2023. Climatepinformed forecasts reveal dramatic local habitat shifts and population uncertainty for nothern boreal caribou. Ecological Applications.
author Stewart, Frances
Micheletti, Tatiane
McIntire, Eliot
Chubaty, Alex
author_facet Stewart, Frances
Micheletti, Tatiane
McIntire, Eliot
Chubaty, Alex
author_sort Stewart, Frances
title Estimated values of boreal caribou demographic dates (R, S, lambda) generated from SpaDES landscape simulations in the Northwest Territories
title_short Estimated values of boreal caribou demographic dates (R, S, lambda) generated from SpaDES landscape simulations in the Northwest Territories
title_full Estimated values of boreal caribou demographic dates (R, S, lambda) generated from SpaDES landscape simulations in the Northwest Territories
title_fullStr Estimated values of boreal caribou demographic dates (R, S, lambda) generated from SpaDES landscape simulations in the Northwest Territories
title_full_unstemmed Estimated values of boreal caribou demographic dates (R, S, lambda) generated from SpaDES landscape simulations in the Northwest Territories
title_sort estimated values of boreal caribou demographic dates (r, s, lambda) generated from spades landscape simulations in the northwest territories
publisher Borealis
url https://doi.org/10.5683/SP3/TQLIJA
long_lat ENVELOPE(-62.983,-62.983,-64.300,-64.300)
geographic Canada
Lambda
Northwest Territories
geographic_facet Canada
Lambda
Northwest Territories
genre Northwest Territories
Rangifer tarandus
taiga
Taiga plains
genre_facet Northwest Territories
Rangifer tarandus
taiga
Taiga plains
op_relation https://doi.org/10.5683/SP3/TQLIJA
op_doi https://doi.org/10.5683/SP3/TQLIJA
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