13
Predicting current and future tree diversity in the Pacific Northwest I R S S Richard Waring 1 & Nicholas Coops 2 1 Oregon State University 2 University of British Columbia

Predicting current and future tree diversity in the Pacific Northwest I R S S Richard Waring 1 & Nicholas Coops 2 1 Oregon State University 2 University

Embed Size (px)

Citation preview

Page 1: Predicting current and future tree diversity in the Pacific Northwest I R S S Richard Waring 1 & Nicholas Coops 2 1 Oregon State University 2 University

Predicting current and future tree diversity in the Pacific

Northwest

Predicting current and future tree diversity in the Pacific

Northwest

I R S S

Richard Waring1

& Nicholas Coops2

1 Oregon State University 2 University of British Columbia

Richard Waring1

& Nicholas Coops2

1 Oregon State University 2 University of British Columbia

Page 2: Predicting current and future tree diversity in the Pacific Northwest I R S S Richard Waring 1 & Nicholas Coops 2 1 Oregon State University 2 University

Process-based Model of GPP & NPP

Environmental Modifiers

VPD

Soil Water

Tmin

Frost

Quantum / Radiation Use Efficiency

x

PAR

x PAR

Rainfall

GPP & NPP

Additional 3-PGS Modifiers

Page 3: Predicting current and future tree diversity in the Pacific Northwest I R S S Richard Waring 1 & Nicholas Coops 2 1 Oregon State University 2 University

Environmental constraints on photosynthesis for

Douglas-fir in the Pacific NW, U.S.A.

soil water

evaporative demand suboptimal

temperature

Frost limitations

Page 4: Predicting current and future tree diversity in the Pacific Northwest I R S S Richard Waring 1 & Nicholas Coops 2 1 Oregon State University 2 University

Current environmental constraints on photosynthesis for Douglas-fir in British Columbia, Canada

Soil drought Evaporative demand (D)

Suboptimal temperature

Frost frequency

Page 5: Predicting current and future tree diversity in the Pacific Northwest I R S S Richard Waring 1 & Nicholas Coops 2 1 Oregon State University 2 University

Species differences in sensitivity to environment

soil drought evaporative demand

Suboptimal temperature frost sensitivity

Page 6: Predicting current and future tree diversity in the Pacific Northwest I R S S Richard Waring 1 & Nicholas Coops 2 1 Oregon State University 2 University

Different adaptations sort environmental distributions of NW tree species

Common name scientific name environmental adaptations

Sitka spruce Picea sitchensis (Bong.) Carr most sensitive to humidity deficits & temperature extremes

ponderosa pine Pinus ponderosa Dougl. ex Loud. more adapted to drought, frost, and humidity deficits than Douglas-fir

western juniper Juniperus occidentalis Hook. most adapted to drought and high VPD

lodgepole pine Pinus cortorta Dougl. ex Loud. most tolerance of frost

Douglas -fir Pseudotsuga menziesii (Mirb.) Franco

adapted to intermediate environmental conditions

western hemlock Tsuga heterorphylla (Raf.) Sarg. more sensitive to humidity deficits and to drought than Douglas-fir

Page 7: Predicting current and future tree diversity in the Pacific Northwest I R S S Richard Waring 1 & Nicholas Coops 2 1 Oregon State University 2 University

Defining different species environmental

tolerances in reference to Douglas-fir

Sitka sprucelodgepole pine

Ponderosa pine

Frosttolerant

Droughttolerant

Drought adverse

Page 8: Predicting current and future tree diversity in the Pacific Northwest I R S S Richard Waring 1 & Nicholas Coops 2 1 Oregon State University 2 University

3737 USDA Forest Service Forest Inventory & Analysis Plots

Page 9: Predicting current and future tree diversity in the Pacific Northwest I R S S Richard Waring 1 & Nicholas Coops 2 1 Oregon State University 2 University

Current range predictions (left) vs. FIA plots data(right)

of western hemlock(upper) and Sitka spruce (lower)

Page 10: Predicting current and future tree diversity in the Pacific Northwest I R S S Richard Waring 1 & Nicholas Coops 2 1 Oregon State University 2 University

Current Range Predictions (left) and FIA plot locations (right) for ponderosa pine (upper) and

lodgepole pine (lower)

Page 11: Predicting current and future tree diversity in the Pacific Northwest I R S S Richard Waring 1 & Nicholas Coops 2 1 Oregon State University 2 University

Reported range of lodgepole pine in B.C.

Little’s range map

Present on field plots

Page 12: Predicting current and future tree diversity in the Pacific Northwest I R S S Richard Waring 1 & Nicholas Coops 2 1 Oregon State University 2 University

Model predicts progressive reduction in range of lodgepole pine with environment

favoring other species in BC

2020 2050 2080

Page 13: Predicting current and future tree diversity in the Pacific Northwest I R S S Richard Waring 1 & Nicholas Coops 2 1 Oregon State University 2 University

Summary

• Process-based models weight environment limitations as they affect photosynthesis and growth

• Approach simplified by relating to most widely distributed species

• Decision trees analysis automatically defines environmental thresholds for different species

• Predictions of present range good, and potential to predict future ranges, taking into account competition with other species.