Using structural equation modeling to link human activities to wetland ecological integrity
Abstract The integrity of wetlands is of global concern. A common approach to evaluating ecological integrity involves bioassessment procedures that quantify the degree to which communities deviate from historical norms. While helpful, bioassessment provides little information about how altered cond...
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doaj-735fbc70b2844dfd8182157675f0fdf32020-11-25T02:28:16ZengWileyEcosphere2150-89252016-11-01711n/an/a10.1002/ecs2.1548Using structural equation modeling to link human activities to wetland ecological integrityE. William Schweiger0James B. Grace1David Cooper2Ben Bobowski3Mike Britten4National Park Service Rocky Mountain Network Fort Collins Colorado 80525 USAU.S. Geological Survey Wetland and Aquatic Research Center Lafayette Louisiana 70506 USADepartment of Forest and Rangeland Stewardship and Graduate Degree Program in Ecology Colorado State University Fort Collins Colorado 80523 USANational Park Service Rocky Mountain National Park Estes Park Colorado 80517 USANational Park Service Rocky Mountain Network Fort Collins Colorado 80525 USAAbstract The integrity of wetlands is of global concern. A common approach to evaluating ecological integrity involves bioassessment procedures that quantify the degree to which communities deviate from historical norms. While helpful, bioassessment provides little information about how altered conditions connect to community response. More detailed information is needed for conservation and restoration. We have illustrated an approach to addressing this challenge using structural equation modeling (SEM) and long‐term monitoring data from Rocky Mountain National Park (RMNP). Wetlands in RMNP are threatened by a complex history of anthropogenic disturbance including direct alteration of hydrologic regimes; elimination of elk, wolves, and grizzly bears; reintroduction of elk (absent their primary predators); and the extirpation of beaver. More recently, nonnative moose were introduced to the region and have expanded into the park. Bioassessment suggests that up to half of the park's wetlands are not in reference condition. We developed and evaluated a general hypothesis about how human alterations influence wetland integrity and then develop a specific model using RMNP wetlands. Bioassessment revealed three bioindicators that appear to be highly sensitive to human disturbance (HD): (1) conservatism, (2) degree of invasion, and (3) cover of native forbs. SEM analyses suggest several ways human activities have impacted wetland integrity and the landscape of RMNP. First, degradation is highest where the combined effects of all types of direct HD have been the greatest (i.e., there is a general, overall effect). Second, specific HDs appear to create a “mixed‐bag” of complex indirect effects, including reduced invasion and increased conservatism, but also reduced native forb cover. Some of these effects are associated with alterations to hydrologic regimes, while others are associated with altered shrub production. Third, landscape features created by historical beaver activity continue to influence wetland integrity years after beavers have abandoned sites via persistent landforms and reduced biomass of tall shrubs. Our model provides a system‐level perspective on wetland integrity and provides a context for future evaluations and investigations. It also suggests scientifically supported natural resource management strategies that can assist in the National Park Service mission of maintaining or, when indicated, restoring ecological integrity “unimpaired for future generations.”https://doi.org/10.1002/ecs2.1548beaverecological integrityhuman disturbanceSpecial Feature: Science for Our National Parks' Second Centurystructural equation modelingungulates |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
E. William Schweiger James B. Grace David Cooper Ben Bobowski Mike Britten |
spellingShingle |
E. William Schweiger James B. Grace David Cooper Ben Bobowski Mike Britten Using structural equation modeling to link human activities to wetland ecological integrity Ecosphere beaver ecological integrity human disturbance Special Feature: Science for Our National Parks' Second Century structural equation modeling ungulates |
author_facet |
E. William Schweiger James B. Grace David Cooper Ben Bobowski Mike Britten |
author_sort |
E. William Schweiger |
title |
Using structural equation modeling to link human activities to wetland ecological integrity |
title_short |
Using structural equation modeling to link human activities to wetland ecological integrity |
title_full |
Using structural equation modeling to link human activities to wetland ecological integrity |
title_fullStr |
Using structural equation modeling to link human activities to wetland ecological integrity |
title_full_unstemmed |
Using structural equation modeling to link human activities to wetland ecological integrity |
title_sort |
using structural equation modeling to link human activities to wetland ecological integrity |
publisher |
Wiley |
series |
Ecosphere |
issn |
2150-8925 |
publishDate |
2016-11-01 |
description |
Abstract The integrity of wetlands is of global concern. A common approach to evaluating ecological integrity involves bioassessment procedures that quantify the degree to which communities deviate from historical norms. While helpful, bioassessment provides little information about how altered conditions connect to community response. More detailed information is needed for conservation and restoration. We have illustrated an approach to addressing this challenge using structural equation modeling (SEM) and long‐term monitoring data from Rocky Mountain National Park (RMNP). Wetlands in RMNP are threatened by a complex history of anthropogenic disturbance including direct alteration of hydrologic regimes; elimination of elk, wolves, and grizzly bears; reintroduction of elk (absent their primary predators); and the extirpation of beaver. More recently, nonnative moose were introduced to the region and have expanded into the park. Bioassessment suggests that up to half of the park's wetlands are not in reference condition. We developed and evaluated a general hypothesis about how human alterations influence wetland integrity and then develop a specific model using RMNP wetlands. Bioassessment revealed three bioindicators that appear to be highly sensitive to human disturbance (HD): (1) conservatism, (2) degree of invasion, and (3) cover of native forbs. SEM analyses suggest several ways human activities have impacted wetland integrity and the landscape of RMNP. First, degradation is highest where the combined effects of all types of direct HD have been the greatest (i.e., there is a general, overall effect). Second, specific HDs appear to create a “mixed‐bag” of complex indirect effects, including reduced invasion and increased conservatism, but also reduced native forb cover. Some of these effects are associated with alterations to hydrologic regimes, while others are associated with altered shrub production. Third, landscape features created by historical beaver activity continue to influence wetland integrity years after beavers have abandoned sites via persistent landforms and reduced biomass of tall shrubs. Our model provides a system‐level perspective on wetland integrity and provides a context for future evaluations and investigations. It also suggests scientifically supported natural resource management strategies that can assist in the National Park Service mission of maintaining or, when indicated, restoring ecological integrity “unimpaired for future generations.” |
topic |
beaver ecological integrity human disturbance Special Feature: Science for Our National Parks' Second Century structural equation modeling ungulates |
url |
https://doi.org/10.1002/ecs2.1548 |
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