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Temperature, topography, soil characteristics, and NDVI drive habitat preferences of a shade‐tolerant invasive grass
AIM: Despite the large literature documenting the negative effects of invasive grasses, we lack an understanding of the drivers of their habitat suitability, especially for shade‐tolerant species that do not respond positively to canopy disturbance. We aimed to understand the environmental niche and...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7548190/ https://www.ncbi.nlm.nih.gov/pubmed/33072296 http://dx.doi.org/10.1002/ece3.6735 |
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author | Bowen, Anna K. M. Stevens, Martin H. H. |
author_facet | Bowen, Anna K. M. Stevens, Martin H. H. |
author_sort | Bowen, Anna K. M. |
collection | PubMed |
description | AIM: Despite the large literature documenting the negative effects of invasive grasses, we lack an understanding of the drivers of their habitat suitability, especially for shade‐tolerant species that do not respond positively to canopy disturbance. We aimed to understand the environmental niche and potential spatial distribution of a relatively new invasive species, wavyleaf basketgrass (Oplismenus undulatifolius (Ard.) Roem. & Schult, WLBG) by leveraging data available at two different spatial scales. LOCATION: Mid‐Atlantic region of the United States. METHODS: Maximum entropy modeling (Maxent) was used to predict the habitat suitability of WLBG at the regional scale and the landscape scale. Following variable evaluation, model calibration, and model evaluation, final models were created using 1,000 replicates and projected to each study area. RESULTS: At the regional scale, our best models show that suitability for WLBG was driven by relatively high annual mean temperatures, low temperature seasonality and monthly range, low slope, and high cumulative Normalized Difference Vegetation Index (NDVI). At the landscape scale, suitability was highest near roads and streams, far from trails, at low elevations, in sandy, moist soil, and in areas with high NDVI. MAIN CONCLUSIONS: We found that invasion potential of this relatively new invader appears high in productive, mesic habitats at low slope and elevations. At the regional scale, our model predicted areas of suitable habitat far outside areas where WLBG has been reported, including large portions of Virginia and West Virginia, suggests serious potential for spread. However, large portions of this area carry a high extrapolation risk and should therefore be interpreted with caution. In contrast, at the landscape level, the suitability of WLBG is largely restricted to areas near current presence points, suggesting that the expansion risk of this species within Shenandoah National Park is somewhat limited. |
format | Online Article Text |
id | pubmed-7548190 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-75481902020-10-16 Temperature, topography, soil characteristics, and NDVI drive habitat preferences of a shade‐tolerant invasive grass Bowen, Anna K. M. Stevens, Martin H. H. Ecol Evol Original Research AIM: Despite the large literature documenting the negative effects of invasive grasses, we lack an understanding of the drivers of their habitat suitability, especially for shade‐tolerant species that do not respond positively to canopy disturbance. We aimed to understand the environmental niche and potential spatial distribution of a relatively new invasive species, wavyleaf basketgrass (Oplismenus undulatifolius (Ard.) Roem. & Schult, WLBG) by leveraging data available at two different spatial scales. LOCATION: Mid‐Atlantic region of the United States. METHODS: Maximum entropy modeling (Maxent) was used to predict the habitat suitability of WLBG at the regional scale and the landscape scale. Following variable evaluation, model calibration, and model evaluation, final models were created using 1,000 replicates and projected to each study area. RESULTS: At the regional scale, our best models show that suitability for WLBG was driven by relatively high annual mean temperatures, low temperature seasonality and monthly range, low slope, and high cumulative Normalized Difference Vegetation Index (NDVI). At the landscape scale, suitability was highest near roads and streams, far from trails, at low elevations, in sandy, moist soil, and in areas with high NDVI. MAIN CONCLUSIONS: We found that invasion potential of this relatively new invader appears high in productive, mesic habitats at low slope and elevations. At the regional scale, our model predicted areas of suitable habitat far outside areas where WLBG has been reported, including large portions of Virginia and West Virginia, suggests serious potential for spread. However, large portions of this area carry a high extrapolation risk and should therefore be interpreted with caution. In contrast, at the landscape level, the suitability of WLBG is largely restricted to areas near current presence points, suggesting that the expansion risk of this species within Shenandoah National Park is somewhat limited. John Wiley and Sons Inc. 2020-09-23 /pmc/articles/PMC7548190/ /pubmed/33072296 http://dx.doi.org/10.1002/ece3.6735 Text en © 2020 The Authors. Ecology and Evolution published by John Wiley & Sons Ltd This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Research Bowen, Anna K. M. Stevens, Martin H. H. Temperature, topography, soil characteristics, and NDVI drive habitat preferences of a shade‐tolerant invasive grass |
title | Temperature, topography, soil characteristics, and NDVI drive habitat preferences of a shade‐tolerant invasive grass |
title_full | Temperature, topography, soil characteristics, and NDVI drive habitat preferences of a shade‐tolerant invasive grass |
title_fullStr | Temperature, topography, soil characteristics, and NDVI drive habitat preferences of a shade‐tolerant invasive grass |
title_full_unstemmed | Temperature, topography, soil characteristics, and NDVI drive habitat preferences of a shade‐tolerant invasive grass |
title_short | Temperature, topography, soil characteristics, and NDVI drive habitat preferences of a shade‐tolerant invasive grass |
title_sort | temperature, topography, soil characteristics, and ndvi drive habitat preferences of a shade‐tolerant invasive grass |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7548190/ https://www.ncbi.nlm.nih.gov/pubmed/33072296 http://dx.doi.org/10.1002/ece3.6735 |
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