1
Results Invasive annual grass cover was negatively correlated with native perennial grass cover (r = -0.64). This was the strongest relationship to any of the measured abiotic or biotic variables for grasses. Annual grass cover was positively correlated with soil temperatures (r = 0.59), while perennial grass cover and native species diversity were negatively correlated with soil (r = -0.54) and air temperatures (r = -0.81). The abundances of annual forbs, shrubs and soil microbes did not have strong relationships to any climate variables. Structural equation modeling confirmed that the negative effect of warmer temperatures on native plants would indirectly favor the spread of annual grasses. Conclusio n Our findings indicate that biotic relationships are relatively strong in invaded sagebrush-steppe habitat, and therefore species distribution models based solely on climate variables may underestimate changes in invasive and native species’ ranges that are expected to occur with climate change in sagebrush-steppe. We assessed 100 climate, soil, biotic and disturbance variables associated with annual grass invasion in sagebrush- steppe across 90 field sites in eastern Oregon. We compared the relative correlative strength (r values) of the abundances (cover, biomass, density) of invasive and native species and diversity to each abiotic and biotic variable. Structural equation modeling (SEM) was used to demonstrate how multiple ecological factors can interact to influence native and invasive species abundances. Materials and Methods Introduction Changes in species distributions are predicted to follow changes in climate. Biotic interactions (e.g., competition) are increasingly recognized as important drivers of species distributions at micro and macroecological scales. HYPOTHESIS: Differences between native and invasive species responses to climate may intensify competitive interactions and accelerate changes in species distributions faster than predicted from models based on climate alone. Sheel Bansal, PhD Research Ecologist Olympia Forestry Sciences Laboratory Olympia, Washington 98512 [email protected]; [email protected] This research was funded through the USDA-Agricultural Research Service Areawide Project for Ecologically-based Invasive Plant Management of Annual Grasses in the Great Basin Ecosystem Distribution of Invasive and Native Species in Sagebrush-Steppe: The Relative Importance of Climate, Soil Properties, Biotic Interactions and Disturbance Sheel Bansal 1,2 and Roger Sheley 1 1 USDA Agricultural Research Service, Eastern Oregon Agricultural Research Center 2 USDA Forest Service, Pacific Northwest Research Station I litte r heigh t Native Species Richness PF cover AG density AG seed/ m2 bareground coarse wood rocks invasive richness pH mineral N soil C Plant community Plant functional groups Disturbance Ground layer Soil physical properties Soil chemical properties elevation max air T spring precip. shrub density Climate/ Geography Soil biotic properties SIR/ soil C SLA shrub SLA tree shrub height Plant traits PF height snowfree GWC WHC soil N Invasive Species Richness native richness shrub cover AG density AG seed/ m2 BSC litte r heigh t bareground coars e wood sand C: N AUMs Plant community Plant functional groups Disturbance Ground layer Soil physical properties Soil chemical properties latitude min air T AF cover Climate/ Geography Soil biotic properties SLA AG Plant traits litter cover RQ basal respiration PG cover aspect AF height rock cover mineral P silt Perennial Grass Cover PF cover AG cover AG seed/ m2 BSC litter height roots resident richness pH mineral N soil C bulk density Plant community Plant functional groups Disturbance Ground layer Soil physical properties Soil chemical properties elevation mean soil T spring precip. shrub density Climate/ Geography Soil biotic properties SIR/ soil C SLA shrub SLA PG shrub footprint Plant traits PG height snowfree GWC WHC soil N Annual Grass Cover invasive richness native richness shrub density PG density AG seed/ m2 BSC litter height bareground coars e wood GWC mineral N grazing utilization Plant community Plant functional groups Disturbance Ground layer Soil physical properties Soil chemical properties elevation min soil T spring precip. PF cover Climate/ Geography Soil biotic properties SLA shrub shrub height Plant traits AG height total plant cover litter cover Abbreviations: annual grass (AG); annual forb (AF); perennial grass (PG); perennial forb (PF); specific leaf area (SLA); biological soil crust (BSC); carbon (C) to nitrogen (N) ratio (C:N); temperature (T); animal unit months (AUMs); water holding capacity (WHC); gravimetric water content (GWC); respiratory quotient (RQ); substrate-induced respiration (SIR); Positive (blue solid lines) and negative (red dashed lines) correlative relationships between richness and abundance of invasive and native species to abiotic and biotic factors. Thicker lines correspond to higher r values Invasiv es Native s Temperature PG SLA Perennial forb cover Mineral N Microbial biomass Soil C Root biomass m -3 Annual grass cover Perennial grass cover R 2 = 0.51 R 2 = 0.31 R 2 = 0.36 R 2 = 0.29 R 2 = 0.63 -0.56 -0.27 -0.44 -0.60 -0.45 0.33 0.50 0.21 0.59 0.48 0.20 CLIMATE VEGETATION SOIL Precipitation Resident species richness 0.29 χ 2 = 26.65, P = 0.23; df = 22 Solid lines with adjacent standardized coefficients indicate positive (blue) and negative (red) significant relationships; paths with precipitation were examined, but were not significant. Values of R 2 are squared multiple correlations for each functional group. SEM of integrated climate, vegetation and soil factors 5 th Annual Pacific Northwest Climate Science Conference 2014

Climate, soil and biotic relationships along an annual grass invasion gradient

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Page 1: Climate, soil and biotic relationships along an annual grass invasion gradient

Results• Invasive annual grass cover was negatively correlated

with native perennial grass cover (r = -0.64). This was the strongest relationship to any of the measured abiotic or biotic variables for grasses.

• Annual grass cover was positively correlated with soil temperatures (r = 0.59), while perennial grass cover and native species diversity were negatively correlated with soil (r = -0.54) and air temperatures (r = -0.81).

• The abundances of annual forbs, shrubs and soil microbes did not have strong relationships to any climate variables.

• Structural equation modeling confirmed that the negative effect of warmer temperatures on native plants would indirectly favor the spread of annual grasses.

ConclusionOur findings indicate that biotic relationships are relatively strong in invaded sagebrush-steppe habitat, and therefore species distribution models based solely on climate variables may underestimate changes in invasive and native species’ ranges that are expected to occur with climate change in sagebrush-steppe.

• We assessed 100 climate, soil, biotic and disturbance variables associated with annual grass invasion in sagebrush-steppe across 90 field sites in eastern Oregon.

• We compared the relative correlative strength (r values) of the abundances (cover, biomass, density) of invasive and native species and diversity to each abiotic and biotic variable.

• Structural equation modeling (SEM) was used to demonstrate how multiple ecological factors can interact to influence native and invasive species abundances.

Materials and Methods

Introduction• Changes in species distributions are predicted to

follow changes in climate.

• Biotic interactions (e.g., competition) are increasingly recognized as important drivers of species distributions at micro and macroecological scales.

HYPOTHESIS: Differences between native and invasive species responses to climate may intensify competitive interactions and accelerate changes in species distributions faster than predicted from models based on climate alone.

Sheel Bansal, PhD Research Ecologist

Olympia Forestry Sciences LaboratoryOlympia, Washington 98512

[email protected]; [email protected]

This research was funded through the USDA-Agricultural Research Service Areawide Project for Ecologically-based Invasive Plant Management of Annual Grasses in the Great Basin Ecosystem

Distribution of Invasive and Native Species in Sagebrush-Steppe: The Relative Importance of Climate, Soil Properties, Biotic Interactions and Disturbance

Sheel Bansal1,2 and Roger Sheley1

1USDA Agricultural Research Service, Eastern Oregon Agricultural Research Center2USDA Forest Service, Pacific Northwest Research Station

I

litterheight

NativeSpecies

Richness

PF cover

AG density

AG seed/m2

bareground

coarsewood

rocks

invasiverichness

pH

mineral N

soil C

Plant community Plant functionalgroups

Disturbance

Ground layer

Soil physicalproperties

Soil chemicalproperties

elevation

max air T

spring precip.

shrub density

Climate/Geography

Soil biotic properties

SIR/soil C

SLA shrub

SLA tree

shrub heightPlant traits

PF height

snowfree

GWCWHC

soil N

InvasiveSpecies

Richness

nativerichness

shrub cover

AG density

AG seed/m2

BSC

litterheight

baregroundcoarsewood

sand

C: N

AUMs

Plant community Plant functionalgroups

Disturbance

Ground layer

Soil physicalproperties

Soil chemicalproperties

latitude

min air T

AF cover

Climate/Geography

Soil biotic properties

SLA AG Plant traits

litter cover

RQ

basalrespiration

PG cover

aspect AF height

rock covermineral P

silt

PerennialGrassCover

PF cover

AG cover

AG seed/m2

BSC

litterheight

roots

residentrichness

pH

mineral N

soil C

bulk density

Plant community Plant functionalgroups

Disturbance

Ground layer

Soil physicalproperties

Soil chemicalproperties

elevation

mean soil T

spring precip.

shrub density

Climate/Geography

Soil biotic properties

SIR/soil C

SLA shrub

SLA PG

shrubfootprint

Plant traits

PG height

snowfree

GWCWHC

soil N

AnnualGrassCover

invasiverichness

nativerichness

shrub density

PG density

AG seed/m2

BSC

litterheight

baregroundcoarsewood

GWC

mineral N

grazingutilization

Plant community Plant functionalgroups

Disturbance

Ground layer

Soil physicalproperties

Soil chemicalproperties

elevation

min soil T

spring precip.

PF cover

Climate/Geography

Soil biotic properties

SLA shrub

shrub heightPlant traitsAG height

total plant cover

litter cover

Abbreviations: annual grass (AG); annual forb (AF); perennial grass (PG); perennial forb (PF); specific leaf area (SLA); biological soil crust (BSC); carbon (C) to nitrogen (N) ratio (C:N); temperature (T); animal unit months (AUMs); water holding capacity (WHC); gravimetric water content (GWC); respiratory quotient (RQ); substrate-induced respiration (SIR);

Positive (blue solid lines) and negative (red dashed lines) correlative relationships between richness and abundance of invasive and native species to abiotic and biotic factors. Thicker lines correspond to higher r values

Invasives

Natives

Temperature

PG SLA

Perennial forb cover

Mineral N

Microbial biomassSoil C

Root biomass m-3

Annual grass coverPerennial grass

cover

R2 = 0.51

R2 = 0.31

R2 = 0.36

R2 = 0.29

R2 = 0.63

-0.56-0.27

-0.44

-0.60-0.45

0.33

0.50

0.21

0.59

0.48

0.20

CLIMATE

VEGETATION

SOIL

Precipitation

Resident speciesrichness

0.29

χ2 = 26.65, P = 0.23; df = 22

Solid lines with adjacent standardized coefficients indicate positive (blue) and negative (red) significant relationships; paths with precipitation were examined, but were not significant. Values of R2 are squared multiple correlations for each functional group.

SEM of integrated climate, vegetation and soil factors

5th Annual Pacific Northwest Climate Science Conference 2014