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Agreement and uncertainty among climate change impact models: A synthesis of sagebrush steppe vegetation predictions
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| Type: | Resource | |
| Storage: | The size of this resource is 411.5 MB | |
| Created: | Oct 02, 2019 at 9:10 p.m. (UTC) | |
| Last updated: | Jun 10, 2020 at 6:45 p.m. (UTC) (Metadata update) | |
| Published date: | Oct 03, 2019 at 10:42 p.m. (UTC) | |
| DOI: | 10.4211/hs.3b420b738128411e8e1e11b38b83b5f1 | |
| Citation: | See how to cite this resource | |
| Content types: | Geographic Feature Content Geographic Raster Content |
| Sharing Status: | Published |
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| Views: | 3272 |
| Downloads: | 59 |
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Abstract
Ecologists have built numerous models to predict how climate change will impact vegetation, but these predictions are difficult to validate, making their utility for land management planning unclear. In the absence of direct validation, researchers can ask whether predictions from varying models are consistent. Here, we analyzed 43 models of climate change impacts on sagebrush (Artemisia tridentata Nutt.), cheatgrass (Bromus tectorum L.), pinyon-juniper (Pinus spp. and Juniperus spp.), and forage production on Bureau of Land Management (BLM) lands in the United States Intermountain West. These models consistently projected pinyon-juniper declines, forage production increases, and the potential for sagebrush increases in some regions of the Intermountain West. In contrast, models of cheatgrass did not predict consistent changes, making cheatgrass projections uncertain. While differences in emission scenarios had little influence on model projections, predictions from different modeling approaches were inconsistent in some cases. This model-choice uncertainty emphasizes the importance of comparisons such as this.
The projected vegetation changes have important management implications for agencies such as the BLM. Pinyon-juniper declines would reduce the BLM’s need to control pinyon-juniper encroachment, and increases in forage production could benefit livestock and wildlife populations in some regions. Sagebrush habitat may benefit where sagebrush is predicted to increase, but sagebrush conservation and restoration projects will be challenged in areas where climate may not remain hospitable. Projected vegetation changes may also interact with increasing future wildfire risk, potentially impacting vegetation and increasing management challenges related to fire.
Included in this page are the data and code used to complete this analysis and visualize results. This includes the original images of model results used in our analysis, and the code used to process and analyze these images to produce our final results.
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| Expected Results | See Draft 1 of manuscript and figures in files "draft1_zimmer_et_al_2019.pdf" |
| Expected Reproducibility Level | Artifacts available |
Related Resources
| This resource updates and replaces a previous version | Zimmer, S., G. Grosklos, P. Adler, P. Belmont (2019). Agreement and uncertainty among climate change impact models: A synthesis of sagebrush steppe vegetation predictions, HydroShare, https://doi.org/10.4211/hs.6af3a8cc235d43a6a5be13298aee0af2 |
| This resource has been replaced by a newer version | Zimmer, S., G. Grosklos, P. Belmont, P. Adler (2020). Agreement and uncertainty among climate change impact models: A synthesis of sagebrush steppe vegetation predictions, HydroShare, https://doi.org/10.4211/hs.e6b15828d20843eab4e2babd89787f41 |
Credits
Funding Agencies
This resource was created using funding from the following sources:
| Agency Name | Award Title | Award Number |
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| The Wilderness Society | ||
| National Science Foundation | Climate Adaptation Science | 1633756 |
How to Cite
This resource is shared under the Creative Commons Attribution CC BY.
http://creativecommons.org/licenses/by/4.0/
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