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Elevational Shifts in the Topographic Position of Polylepis Forest Stands in the Andes of Southern Peru

Kalle Ruokolainen; Johanna M. Toivonen; Carlos A. Gonzales-Inca; Maaike Y. Bader; Michael Kessler

Elevational Shifts in the Topographic Position of Polylepis Forest Stands in the Andes of Southern Peru

Kalle Ruokolainen
Johanna M. Toivonen
Carlos A. Gonzales-Inca
Maaike Y. Bader
Michael Kessler
Katso/Avaa
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MDPI
doi:10.3390/f9010007
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Julkaisun pysyvä osoite on:
https://urn.fi/URN:NBN:fi-fe2021042718403
Tiivistelmä

 The patchy distribution of high-Andean treeline forests has provoked discussion about

the relative importance of anthropogenic and climatic causes of this pattern, both of which

vary with topography. We aimed to understand the topographic controls on the distribution of

Polylepis subsericans  treeline forests in the Andes of southern Peru, and the changes in these controls

along an elevational gradient. We mapped Polylepis  forests in the Cordillera Urubamba, Cusco,

using high-resolution aerial images and related forest cover to topographic variables extracted from a

digital terrain model (30-m resolution). The variables were selected based on their expected biological

relevance for tree growth at high elevations. We constructed logistic regression models of forest

cover, separately for each of five 100-m elevational belts. To deal with spatial autocorrelation, models

were based on randomized 10% subsampling of the data with 1000 repetitions. The results suggest a

consistent shift in topographic preference with elevation, with forests at lower elevations showing

a preference for topographically protected sites near rivers and forests at higher elevations being

increasingly restricted to north-facing and well-drained sites. Our study offers the first indication of

the ability of Andean treeline forests to benefit from the topographic heterogeneity of the high-Andes.

Providing that dispersal and establishment are possible, local relocation between microsites could
















help these forests to persist regionally in spite of changing climatic conditions.

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