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

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 treelin...

Full description

Bibliographic Details
Main Authors: Johanna M. Toivonen, Carlos A. Gonzales-Inca, Maaike Y. Bader, Kalle Ruokolainen, Michael Kessler
Format: Article
Language:English
Published: MDPI AG 2017-12-01
Series:Forests
Subjects:
Online Access:https://www.mdpi.com/1999-4907/9/1/7
id doaj-cfdab5bb6796471790a238b1ca834145
record_format Article
spelling doaj-cfdab5bb6796471790a238b1ca8341452020-11-25T00:46:09ZengMDPI AGForests1999-49072017-12-0191710.3390/f9010007f9010007Elevational Shifts in the Topographic Position of Polylepis Forest Stands in the Andes of Southern PeruJohanna M. Toivonen0Carlos A. Gonzales-Inca1Maaike Y. Bader2Kalle Ruokolainen3Michael Kessler4Department of Biology, University of Turku, 20014 Turku, FinlandDepartment of Geography and Geology, University of Turku, 20014 Turku, FinlandFaculty of Geography, University of Marburg, Deutschhausstrasse 10, 35032 Marburg, GermanyDepartment of Geography and Geology, University of Turku, 20014 Turku, FinlandInstitute for Systematic Botany, University of Zürich, Zollikerstrasse 107, 8008 Zürich, SwitzerlandThe 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.https://www.mdpi.com/1999-4907/9/1/7topographyPolylepisAndestreelinePerudigital terrain modeltopographic wetness indexmorphometric protection indexexposureexposition
collection DOAJ
language English
format Article
sources DOAJ
author Johanna M. Toivonen
Carlos A. Gonzales-Inca
Maaike Y. Bader
Kalle Ruokolainen
Michael Kessler
spellingShingle Johanna M. Toivonen
Carlos A. Gonzales-Inca
Maaike Y. Bader
Kalle Ruokolainen
Michael Kessler
Elevational Shifts in the Topographic Position of Polylepis Forest Stands in the Andes of Southern Peru
Forests
topography
Polylepis
Andes
treeline
Peru
digital terrain model
topographic wetness index
morphometric protection index
exposure
exposition
author_facet Johanna M. Toivonen
Carlos A. Gonzales-Inca
Maaike Y. Bader
Kalle Ruokolainen
Michael Kessler
author_sort Johanna M. Toivonen
title Elevational Shifts in the Topographic Position of Polylepis Forest Stands in the Andes of Southern Peru
title_short Elevational Shifts in the Topographic Position of Polylepis Forest Stands in the Andes of Southern Peru
title_full Elevational Shifts in the Topographic Position of Polylepis Forest Stands in the Andes of Southern Peru
title_fullStr Elevational Shifts in the Topographic Position of Polylepis Forest Stands in the Andes of Southern Peru
title_full_unstemmed Elevational Shifts in the Topographic Position of Polylepis Forest Stands in the Andes of Southern Peru
title_sort elevational shifts in the topographic position of polylepis forest stands in the andes of southern peru
publisher MDPI AG
series Forests
issn 1999-4907
publishDate 2017-12-01
description 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.
topic topography
Polylepis
Andes
treeline
Peru
digital terrain model
topographic wetness index
morphometric protection index
exposure
exposition
url https://www.mdpi.com/1999-4907/9/1/7
work_keys_str_mv AT johannamtoivonen elevationalshiftsinthetopographicpositionofpolylepisforeststandsintheandesofsouthernperu
AT carlosagonzalesinca elevationalshiftsinthetopographicpositionofpolylepisforeststandsintheandesofsouthernperu
AT maaikeybader elevationalshiftsinthetopographicpositionofpolylepisforeststandsintheandesofsouthernperu
AT kalleruokolainen elevationalshiftsinthetopographicpositionofpolylepisforeststandsintheandesofsouthernperu
AT michaelkessler elevationalshiftsinthetopographicpositionofpolylepisforeststandsintheandesofsouthernperu
_version_ 1725266624119832576