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Open AccessArticle

Modelling Lichen Abundance for Woodland Caribou in a Fire-Driven Boreal Landscape

1
Department of Biological Sciences, University of Alberta, Edmonton, AB T6G 2E9, Canada
2
Department of Renewable Resources, University of Alberta, Edmonton, AB T6G 2H1, Canada
3
Ontario Parks, Ministry of Environment, Conservation and Parks, Red Lake, ON P0V 2M0, Canada
*
Author to whom correspondence should be addressed.
Forests 2019, 10(11), 962; https://doi.org/10.3390/f10110962
Received: 18 September 2019 / Revised: 18 October 2019 / Accepted: 25 October 2019 / Published: 1 November 2019
(This article belongs to the Special Issue Forest Biodiversity Conservation with Remote Sensing Techniques)
Woodland caribou (Rangifer tarandus caribou) are reliant on Cladonia spp. ground lichens as a major component of their diet and lichen abundance could be an important indicator of habitat quality, particularly in winter. The boreal forest is typified by large, stand-replacing forest fires that consume ground lichens, which take decades to recover. The large spatial extent of caribou ranges and the mosaic of lichen availability created by fires make it challenging to track the abundance of ground lichens. Researchers have developed various techniques to map lichens across northern boreal and tundra landscapes, but it remains unclear which techniques are best suited for use in the continuous boreal forest, where many of the conflicts amongst caribou and human activities are most acute. In this study, we propose a two-stage regression modelling approach to map the abundance (biomass, kg/ha) of Cladonia spp. ground lichens in the boreal forest. Our study was conducted in Woodland Caribou Provincial Park, a wilderness-class protected area in northwestern Ontario, Canada. We used field sampling to characterize lichen abundance in 109 upland forest stands across the local time-since-fire continuum (2–119 years-since-fire). We then used generalized linear models to relate lichen presence and lichen abundance to forest structure, topographic and remote sensing attributes. Model selection indicated ground lichens were best predicted by ecosite, time-since-fire, and canopy closure. Lichen abundance was very low (<1000 kg/ha) across the time-since-fire continuum in upland forest stands with dense tree cover. Conversely, lichen abundance increased steadily across the time-since-fire continuum in upland forest stands with sparse tree cover, exceeding 3000 kg/ha in mature stands. We interpolated the best lichen presence and lichen abundance models to create spatial layers and combined them to generate a map that provides a reasonable estimation of lichen biomass (R2 = 0.39) for our study area. We encourage researchers and managers to use our method as a basic framework to map the abundance of ground lichens across fire-prone, boreal caribou ranges. Mapping lichens will aid in the identification of suitable habitat and can be used in planning to ensure habitat is maintained in adequate supply in areas with multiple land-use objectives. We also encourage the use of lichen abundance maps to investigate questions that improve our understanding of caribou ecology. View Full-Text
Keywords: forage; forest fire; Landsat; lichen; spatial modelling; woodland caribou forage; forest fire; Landsat; lichen; spatial modelling; woodland caribou
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MDPI and ACS Style

Silva, J.A.; Nielsen, S.E.; Lamb, C.T.; Hague, C.; Boutin, S. Modelling Lichen Abundance for Woodland Caribou in a Fire-Driven Boreal Landscape. Forests 2019, 10, 962.

AMA Style

Silva JA, Nielsen SE, Lamb CT, Hague C, Boutin S. Modelling Lichen Abundance for Woodland Caribou in a Fire-Driven Boreal Landscape. Forests. 2019; 10(11):962.

Chicago/Turabian Style

Silva, Joseph A.; Nielsen, Scott E.; Lamb, Clayton T.; Hague, Christine; Boutin, Stan. 2019. "Modelling Lichen Abundance for Woodland Caribou in a Fire-Driven Boreal Landscape" Forests 10, no. 11: 962.

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