hintermann & weber ag | titel der präsentation (siehe kopf und fusszeile) | datum 1
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Hintermann & Weber AG | 2Titel der Präsentation (siehe Kopf und Fusszeile) | Datum
0041 31 310 13 02 [email protected]
Scale-dependent effects of nitrogen deposition on plant diversity
24TH CCE workshop and 30th task force meeting in Rome 7 – 10 April 2014
Lukas Kohli, Tobias Roth, Beat Rihm and Beat Achermann
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Hintermann & Weber AG | 3Scale dependent effets of N deposition | 8.4.2014|
Introduction
Do we overestimate N deposition effects onregional biodiversity when surveying at a local scale?
What size of N deposition model grid is suitable to detect effects on biodiversity?
biodiversity
grid size of N deposition
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Modelled nitrogen deposition 2007
Scale dependent effets of N deposition | 8.4.2014|
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Hintermann & Weber AG | Scale dependent effets of N deposition | 8.4.2014| 5
Swiss Biodiversity monitoring
landscape scalelocal scale
→ national monitoring program for biodiversity since 2001 → see: www.biodiversitymonitoring.ch → two spatial scales
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Source: Koordinationsstelle BDM 2011
Local scale: Species diversity in habitats Z9
Scale dependent effets of N deposition | 8.4.2014|
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Hintermann & Weber AG | Source: Koordinationsstelle BDM 2011
Species diversity in Landscapes Z7
Scale dependent effets of N deposition | 8.4.2014|
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Landscape scale: sampling grid unit / transect
Scale dependent effets of N deposition | 8.4.2014|
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Transects of about 2.5 km length
Survey of vascular plants along the transects (2.5 m to the right and to the left)
N deposition modelled at hectare grid; average of cells containing parts of the transect
Investigations at landscape level Z7
◦ ●
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1 km
Scale dependent effets of N deposition | 8.4.2014|
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Analysis with general additive model GAM
• Elevation [m.a.s.l.]• Annual precipitation [mm yr-1]• Slope [degree]• Moisture value [mean F-values; Landolt et al. 2010]• Light value [mean L-values; Landolt et al. 2010]• Calcareous content [6 levels; Swiss Environmental domains] • Nitrogen deposition [kg N ha-1 yr-1]
Effects of N deposition were compared to the situationat background deposition (1kg N ha-1 yr-1)-> reduction of plant diversity in %
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11Hintermann & Weber AG | Scale dependent effets of N deposition | 8.4.2014|
Local vs. landscape scale
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Hintermann & Weber AG | 12Scale dependent effets of N deposition | 8.4.2014|
Local vs. landscape scale
Does plot size matter?Chalcraft et al., 2008. Ecology, 89, 2165-2171:…a focus on the effects of N enrichment on biodiversity at small spatial scales may often overestimate (and sometimes underestimate) declines in regional biodiversity by failing to recognize the effects of N on ß diversity.
• Do we overestimate N deposition effects onregional biodiversity when surveying at a local scale?
• Is the effect for different groups alike?
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Hintermann & Weber AG | 13Scale dependent effets of N deposition | 8.4.2014|
Local vs. landscape scale
• Species richness
• Oligotrophic speciesadapted do nutrient poor conditionsLandolt et al. 2010
• Target species for the agricultural sectorFOEN & FOAG 2008
Arnica montana
Centaurea montana
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Hintermann & Weber AG | 14Scale dependent effets of N deposition | 8.4.2014|
Species richness
0 10 20 30 40
0
-20
-40
-60
N deposition kg ha-1 yr-1 N deposition kg ha-1 yr-1
Red
uctio
n of
pla
nt d
iver
sity
%
0 10 20 30 40
landscape scalelocal scale
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Hintermann & Weber AG | 15Scale dependent effets of N deposition | 8.4.2014|
Oligotrophic species
0 10 20 30 40
0
-20
-40
-60
N deposition kg ha-1 yr-1 N deposition kg ha-1 yr-1
Red
uctio
n of
pla
nt d
iver
sity
%
0 10 20 30 40
landscape scalelocal scale
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Hintermann & Weber AG | 16Scale dependent effets of N deposition | 8.4.2014|
Target species for the agricultural sector
0 10 20 30 40
0
-20
-40
-60
N deposition kg ha-1 yr-1 N deposition kg ha-1 yr-1
Red
uctio
n of
pla
nt d
iver
sity
%
0 10 20 30 40
landscape scalelocal scale
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Hintermann & Weber AG | 17Scale dependent effets of N deposition | 8.4.2014|
Local vs. landscape scale
The plot size matters
• We overestimated effects of N deposition onregional biodiversity when upscaling from small plots
• The effect varied for the different groups
• Species richness little difference
• Effects of N deposition on oligotrophic species and on target species for the agricultural sector are much stronger on a small scale
• Generalisations from experimental studies may be critical
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18Hintermann & Weber AG | Scale dependent effets of N deposition | 8.4.2014|
Effect of grid size ofN deposition model
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Hintermann & Weber AG | 19Scale dependent effets of N deposition | 8.4.2014|
Grid size resolution
Dore et al., 2012. Biogeosciences, 9, 1597-1609:In areas with generally low exceedance and for montane vegetation types, the exceedance statistics were more sensitive to model data resolution.
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Hintermann & Weber AG | 20Scale dependent effets of N deposition | 8.4.2014|
Grid size resolution
Does grid size of deposition models matter?
• What is the biggest grid size of N deposition model to detect effects on biodiversity?
• Is size the same for different groups?
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average of cells containing parts of the transect (average 25% of cells)
grid of 0.5 km side length➜
Mean N deposition of all cells of 1x1 km and
Grids with 5, 10, 25 and 50 km side length
with its origin at N 45° 35.143 E 5°
31.050
Grid size resolution
1 km
●
Scale dependent effets of N deposition | 8.4.2014|
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Hintermann & Weber AG | 22Scale dependent effets of N deposition | 8.4.2014|
Grid size resolution
50x50 km
1x1 km
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Hintermann & Weber AG | 23Scale dependent effets of N deposition | 8.4.2014|
Species richness
0
-10
-20
-30
Side length (km) of grid cells in N deposition model
Red
uctio
n of
pla
nt d
iver
sity
%
0.5 1 5 25 5010
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Hintermann & Weber AG | 24Scale dependent effets of N deposition | 8.4.2014|
Oligotrophic species
0
-10
-20
-30
Side length (km) of grid cells in N deposition model
Red
uctio
n of
pla
nt d
iver
sity
%
0.5 1 5 25 5010
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Hintermann & Weber AG | 25Scale dependent effets of N deposition | 8.4.2014|
Target species for the agricultural sector
0
-10
-20
-30
Side length (km) of grid cells in N deposition model
Red
uctio
n of
pla
nt d
iver
sity
%
0.5 1 5 25 5010
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Hintermann & Weber AG | 26Scale dependent effets of N deposition | 8.4.2014|
Grid size resolution
Grid size matters• The smaller the grid, the stronger are the predicted effect
of N deposition
• No difference between 0.5 and 1 km side length
• Effects of N deposition on biodiversity were not detected with grids > 5 km side length
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Hintermann & Weber AG | Scale dependent effets of N deposition | 8.4.2014| 27
Acknowledgement
all the botanists Beat Rihm, Tobias Roth and Beat Achermannn Federal Office for the Environment you for the attention