11
If I’d known now what I’ll know then!
Back casting to inform forest management decisions in
the face of climate change.
If IIf I’’d known now what Id known now what I’’ll know then!ll know then!
Back casting to inform forest management decisions in Back casting to inform forest management decisions in
the face of climate change.the face of climate change.
Andrew ParkAndrew Park(University of Winnipeg)(University of Winnipeg)
[email protected]@uwinnipeg.ca (204) 786 9407(204) 786 9407
[email protected]@hotmail.com
http://andrewpark.orghttp://andrewpark.org
22
�� How will forestry be transformed in a rapidly How will forestry be transformed in a rapidly changing climate? changing climate?
�� How can silvicultural decisions be made when the How can silvicultural decisions be made when the old assumptions about forest management no old assumptions about forest management no longer apply?longer apply?
�� How can researchers contribute to the successful How can researchers contribute to the successful adaptation of forests, urban landscapes, and adaptation of forests, urban landscapes, and restoration activities?restoration activities?
�� Forestry Assisted Migration (FAM, Pedlar Forestry Assisted Migration (FAM, Pedlar et alet al2012) as a focal adaptation strategy.2012) as a focal adaptation strategy.
QuestionsQuestions
33
�� Our climatic future is dominated by Our climatic future is dominated by
““knownknown”” and and ““unknown unknownsunknown unknowns””. .
�� Adaptation requires a sophisticated Adaptation requires a sophisticated
knowledge of tree functional traits.knowledge of tree functional traits.
�� Need to adopt management that Need to adopt management that
acknowledges uncertainty.acknowledges uncertainty.
Major themesMajor themes
44
Adapted from Roe and Baker 2007Adapted from Roe and Baker 2007
Climate SensitivityClimate Sensitivity
0.00
0.10
0.20
0.30
0.40
0.50
0.60
0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
Temperature increase (oC)
Probability density (oC-1)
f0.65, SD (f) = 0.15
f0.65, SD(f) = 0.25
f0.55, SD(f) = 0.25
f0.70, SD(f) = 0.25
f0.55, SD(f) = 0.15
55
Adapted from Roe and Baker 2007Adapted from Roe and Baker 2007
Uncertainty: Climate SensitivityUncertainty: Climate Sensitivity
80 – 100th pctile
10 – 80th
pctile
66
Uncertainty: Uncertainty:
Multiple Lines Multiple Lines
of Evidence and of Evidence and
Expert Opinion.Expert Opinion.
Knutti and Hegerl, 2008Knutti and Hegerl, 2008
77
Local GCM predictions Local GCM predictions –– A1A1--b.b.
Canadian
climate change
scenarios
network.
Minimum Temperatures (oC)
-10 -8 -6 -4 -2 0 2 4
Maxim
um temperatures (oC)
0
5
10
15
88
Local GCM predictions Local GCM predictions –– A1A1--b.b.
Canadian
climate change
scenarios
network.
Minimum Temperatures (oC)
-10 -8 -6 -4 -2 0 2 4
Maxim
um temperatures (oC)
0
5
10
15
99
Local GCM predictions Local GCM predictions –– A1A1--b.b.
1010
�� Our climatic future is dominated by Our climatic future is dominated by
““knownknown”” and and ““unknown unknownsunknown unknowns””..
�� Adaptation requires a sophisticated Adaptation requires a sophisticated
knowledge of tree functional traits.knowledge of tree functional traits.
�� Need to adopt management that Need to adopt management that
acknowledges uncertainty.acknowledges uncertainty.
Major themesMajor themes
1111
Adapted from Jackson et al, 2009.Adapted from Jackson et al, 2009.
Sensitivity and niche.Sensitivity and niche.
Environmental gradient
Response
Climatic Range
JuvenileJuvenile
AdultAdult
1212
Adapted from Jackson et al, 2009.Adapted from Jackson et al, 2009.
Sensitivity and niche.Sensitivity and niche.
Environmental gradient
Response
Climatic Range
JuvenileJuvenile
AdultAdult
1313
Adapted from Jackson et al, 2009.Adapted from Jackson et al, 2009.
Sensitivity and niche.Sensitivity and niche.
Environmental gradient
Response
Climatic Range
JuvenileJuvenile
AdultAdult
1414
Adapted from Jackson et al, 2009.Adapted from Jackson et al, 2009.
Sensitivity and niche.Sensitivity and niche.
Environmental gradient
Response
Climatic Range
JuvenileJuvenile
AdultAdult
1515
Plant function and climatePlant function and climate
-20
-10
0
10
20
30
40
Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
Temperature (deg C)
-40
-20
0
20
40
60
80
Precipitation (mm)
Cold
tolerance
Spring
forcing
Growth rates /
competitionDrought / fire /
pests
Growth
Cessation /
Dormancy
1616
Temperature Temperature ““BacklashBacklash””..
http://www.canr.msu.edu/vanburen/frost.
html http://www.sciencedaily.co
m/releases/2008/03/080303
072651.htm
1717
Kvaalen and Johnsen, 2008
Phenology and Embryogenesis.Phenology and Embryogenesis.
1818
�� Epigenetics may foster local or regional Epigenetics may foster local or regional ““land land racesraces”” ..
�� Environmentally induced plasticity might buffer Environmentally induced plasticity might buffer populations against change (Johnston et al 2010) populations against change (Johnston et al 2010)
ButBut
�� What happens to seedlings acclimated to late bud What happens to seedlings acclimated to late bud set in unseasonal cold?set in unseasonal cold?
�� How long do epigenetic effects last as tree grows?How long do epigenetic effects last as tree grows?
�� Acclimation of bud set is sometimes accompanied Acclimation of bud set is sometimes accompanied by greater spring forcing requirements.by greater spring forcing requirements.
Epigenetics complicates mattersEpigenetics complicates matters
1919
�� Vascular anatomy related to bud burst date and Vascular anatomy related to bud burst date and whether growth is determinate or indeterminate.whether growth is determinate or indeterminate.
�� Respiration acclimates to higher temperatures; Respiration acclimates to higher temperatures; photosynthesis less so. photosynthesis less so.
ButBut
�� What all this means and how multiple factors What all this means and how multiple factors interact is open to speculation.interact is open to speculation.
Other ObservationsOther Observations
2020
�� Our climatic future is dominated by Our climatic future is dominated by
““knownknown”” and and ““unknown unknownsunknown unknowns””. .
�� Adaptation requires a sophisticated Adaptation requires a sophisticated
knowledge of tree functional traits.knowledge of tree functional traits.
�� Need to adopt management that Need to adopt management that
acknowledges uncertainty.acknowledges uncertainty.
Major themesMajor themes
2121
Four Broad Adaptation strategiesFour Broad Adaptation strategies
�� Resistance, Resistance,
�� ResilienceResilience
�� Response (or facilitation)Response (or facilitation)
�� MitigationMitigation
First three focus on adaptation, while the fourth seeks First three focus on adaptation, while the fourth seeks mitigation via C storage or reduced GHG emissions mitigation via C storage or reduced GHG emissions
(Noss et al. 2001; Millar et al. 2007; Millar et al. 2008; (Noss et al. 2001; Millar et al. 2007; Millar et al. 2008; Bolte et al. 2009; Galatowitsch et al. 2009; Gunn et al. Bolte et al. 2009; Galatowitsch et al. 2009; Gunn et al.
2009). 2009).
Broad adaptation strategiesBroad adaptation strategies
2222
IntensityIntensity
LowLow
HighHigh
Gradients of intensity and risk.Gradients of intensity and risk.
FineFine--tune current tune current
practices (e.g. thinning).practices (e.g. thinning).
New silvicultural New silvicultural
systems; new systems; new
provenances or species.provenances or species.
NoNo--analogue or analogue or
““designer forestrydesigner forestry””..
RiskRisk
HIGH probability, HIGH probability,
LOW consequenceLOW consequence
LOW probability, LOW probability,
HIGH consequence HIGH consequence
2323
IntensityIntensity
LowLow
HighHigh
Assisted Migration.Assisted Migration.
Shift seed zones within Shift seed zones within
current range.current range.
Assisted range expansion Assisted range expansion
(native species)(native species)
InterInter--regional movement regional movement
of speciesof species
IntraIntra--continental continental
movement of species;movement of species;
InterInter--continental continental
movement of species.movement of species.
RiskRisk
HIGH probability, HIGH probability,
LOW consequenceLOW consequence
LOW probability, LOW probability,
HIGH consequence HIGH consequence
2424
NoNo--analogue or Options Forestry.analogue or Options Forestry.
Red Pine Red Pine ––
75 yrs.75 yrs.Young ponderosa pineYoung ponderosa pine
Bendzsak, 2006.Bendzsak, 2006.
2525
AMAT Experiment (B.C.)AMAT Experiment (B.C.)
(Marris, 2009, and others)(Marris, 2009, and others)
2626
NoNo--Analogue Forests?Analogue Forests?
Functional TraitsFunctional Traits
�� Leaf typeLeaf type
�� Light requirementsLight requirements
�� Height growthHeight growth
�� Rooting vigourRooting vigour
�� Crown and root Crown and root architecturearchitecture
�� C / N of litterC / N of litter
SchererScherer--Lorenzen et al 2007Lorenzen et al 2007
2727
�� Minnesota, DNR and Nature Conservancy contemplatingMinnesota, DNR and Nature Conservancy contemplating
stand conversion.stand conversion.
Original ObjectiveOriginal Objective Climate adaptive objectiveClimate adaptive objective
Increase yellow birch, Increase yellow birch, Original plus increase Original plus increase
hemlock, large trees, CWD hemlock, large trees, CWD medium climate medium climate
tolerance red oak, tolerance red oak,
basswood.basswood.
�� Learn from forests that are remnants left over fromLearn from forests that are remnants left over from
previous warm periods previous warm periods ––
�� Overall strategy is Overall strategy is facilitationfacilitation of transition.of transition.
Stand Conversion / biome shiftStand Conversion / biome shift
2828Clark Clark et alet al, 2008., 2008.
-5 0 5 10 15 20 25
Metres
Metres
NoNo--analogue or Options Forestry.analogue or Options Forestry.
Autumn oliveAutumn olive
Nurse treeNurse tree
Common Common
walnutwalnut
2929
�� Global temperatures might change by as little as Global temperatures might change by as little as
1.51.5ooC, but could change by > 7C, but could change by > 7ooC or even 10C or even 10ooC. C.
�� There are likely to be climatic surprises and tipping There are likely to be climatic surprises and tipping
points down the road.points down the road.
�� Our knowledge of ecophysiological responses to Our knowledge of ecophysiological responses to
climate is also imperfect.climate is also imperfect.
�� A wide variety of adaptation measures have been A wide variety of adaptation measures have been
proposed, including FAM.proposed, including FAM.
The story so farThe story so far
3030
GoalGoal: Given the numerous uncertainties:: Given the numerous uncertainties:
Solicit views of geneticists, ecologists, and forestry Solicit views of geneticists, ecologists, and forestry
professionals on feasibility of FAM under a variety of professionals on feasibility of FAM under a variety of
climate change scenarios.climate change scenarios.
Objectives:Objectives:
1.1. Present alternative future climate scenarios for Present alternative future climate scenarios for
Canada.Canada.
2.2. Use a Use a ““backcastingbackcasting”” questionnaire to explore how questionnaire to explore how
(and whether) respondents would craft FAM (and whether) respondents would craft FAM
management strategies and policies in the face of management strategies and policies in the face of
those futures. those futures.
Introducing BackIntroducing Back--Casting ExerciseCasting Exercise
3131
�� Back castingBack casting traditionally presents a desired future, traditionally presents a desired future,
or range of futures (the scenarios)or range of futures (the scenarios)
�� ……and then asks participants how to get from the and then asks participants how to get from the
present to that future. present to that future.
�� In this case, however, please consider the future to be In this case, however, please consider the future to be
unavoidable;unavoidable;
�� so managerso manager’’s task is to craft strategies to adapt to s task is to craft strategies to adapt to
that future. that future.
Back Back fromfrom the Futurethe Future
3232
Axes of climate variationAxes of climate variation
Global
Temperature rise ? 5
oC Temperature change
Chaotic change;
tipping points
Gradual climate change
Rate and pattern of temporal change
Global Temperature rise 2.4
oC
3333
Axes of climate variationAxes of climate variation
Global Temperature rise ? 5
oC Temperature change
Chaotic change;
tipping points
Gradual climate change
Rate and pattern of temporal change
Global Temperature rise 2.4
oC
Lucky Escape
It could have
been worse
Bare-knuckle
ride
Climate Chaos
3434
Scenario SummariesScenario Summaries
Extensive dieback and
fragmentation of continuous forest.
Ecosystem boundaries shift and
climate envelopes move beyond
species boundaries. Phenological
mismatch; inadequate chilling and
forcing.
Temperature ratchets up due to
tipping points during 21st Century.
Endemic drought, Semi-permanent
el Niño; climate reversals.
4.5 – 12oC warming; precipitation
of +15 - -20% in a very variable
climate. Winters and north warm
more. GDD up by 60 – 105 daysClimate
chaos
Mixed effects on phenology
(depending on chilling and forcing
needs). Habitat for Ponderosa pine
spreads at expense of boreal and
island forests. Acclimation in
some conifers.
Greatly increased drought
frequency (low soil moisture).
Biggest recorded forest fires in
history. However, climate and
disturbance variability remains
within historic range
4.0 – 7.5oC of warming;
precipitation; precipitation changes
by +15 to -20% in smoothly
changing climate. GDD up by 60 –
105 days
It could
have been
worse
Growing season up by 30 – 50
GDD, but some years by 80GDD.
Major drought/pathogen losses;
phenological mismatches.
Increased fire, drought, storm
events. Temperatures ratchet
upwards as tipping points
approached.
3.5 – 4.5oC warming, precipitation
change from +10% to -20%.
Winters and north warm more. Bare-
knuckle
ride
Growing season up by 30 – 50
GDD; some phenological
mismatches
Increased fire, drought, storm
events, but change gradual with no
tipping points
3 – 4oC, precipitation change from
+5% to -15%. Winters and north
warm more. GDD up by 30 – 50
days
Lucky
escape
Forests
Impacts
Extreme
events
Canadian ClimateClimate
scenario
3535
Ingredients of backcasting exerciseIngredients of backcasting exercise
�� A background document A background document describing the background describing the background
to the research and detailed descriptions of the four to the research and detailed descriptions of the four
scenarios.scenarios.
�� A questionnaireA questionnaire, comprising 14 questions that probe , comprising 14 questions that probe
relative knowledge, attitudes and preparedness to relative knowledge, attitudes and preparedness to
pursue FAM. pursue FAM.
�� These can be downloaded at:These can be downloaded at:
http://andrewpark.orghttp://andrewpark.org
�� Hopefully also as an online survey. Hopefully also as an online survey.
3636
AcknowledgementsAcknowledgements
A big Thank You to Tannis Beardmore for organizing the A big Thank You to Tannis Beardmore for organizing the
Conforgen webinar series, and for inviting me to Conforgen webinar series, and for inviting me to
participate.participate.
I am indebted to Nicole I am indebted to Nicole KlenkKlenk for her expertise in social for her expertise in social
survey and questionnaire design. survey and questionnaire design.