forest management and disturbance - cif-ifc.org · cif technical workshop 2017 outline 1. ontario...
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CIF Technical Workshop 2017
Outline 1. Ontario Context
a. Fire disturbance b. Forest policy and planning
2. Approaches to Bounds of Natural Variation a. Natural fire rates
b. Landscape milestones
3. Forest Estate Modelling Considerations a. Non-timber objectives b. Allowances for wildfire c. Spatial modelling
4. Special Investigations a. Simulated Replanning
b. Testing Model Results
CIF Technical Workshop 2017
Wildfire in Ontario
General Notes - Less fire than prairie provinces - East and West different
Managed Forest Area - Protection - Average: 0.14% / year - East: < 0.2% / year - West: up to 0.87 % / year
CIF Technical Workshop 2017 2015 1985 1995 2005
EA Decision
CFSA Boreal Landscape
Guide
ESA
FMPM FMPM FMPM FMPM
Spatial
SFMM Spreadsheets
NBR
2025
Timber Mgt
C12
Natural Variation
New Fire Mgt
CIF Technical Workshop 2017
Dealing with Disturbance
Driving Philosophy: Bounds of Natural Variation • Forest Management results in "natural" forest conditions • What's "natural"? Simulated Range of Natural Variation
Approaches • Ignore: • Replan: planning cycle , case-by-case • Represent: disturbance in models • FMP: Natural Benchmark Scenarios (1998 to ~2010) • Policy targets: based on SRNV modelling
CIF Technical Workshop 2017
Natural Benchmarks For each forest management plan, investigate …. No-harvest scenario + "natural" disturbance rates
• Need a model that represents disturbance • Results
Forest conditions, Preferred Habitat
• Use results to help establish targets Not all results possible with “protection” burn rates
• Fires: occurs in all age classes • Harvest: only operable age classes
CIF Technical Workshop 2017
"Policy Milestones"
In Boreal Landscape Guide
Milestones for each MU based on scientific approach • Landscape Modelling (by ecoregion)
Stochastic fire, weather, wind, natural aging and transition Multiple scenarios
• Landscape metrics for different forest types
• Historic records (surveyor notes)
CIF Technical Workshop 2017
Landscape Guide Milestones
Structure and Composition - Area by forest types • Direction: e.g., maintain in inter-quartile range • Short, medium, and long-term milestones
Pattern by forest types • Frequency distribution of size classes • Direction, wrt SRNV • Short, medium, and long-term milestones
CIF Technical Workshop 2017
FMP Manual
• Objectives based on milestones Meet the milestones and you're OK
• Identify areas where fire is beneficial
• Identify Contingency Areas In case regular harvest areas unavailable
• Case-by-case for large fires
CIF Technical Workshop 2017
It's Not Just Wood Supply
What % of harvest level (area) is required to meet non-timber targets?
• Removing burned area: miss young forest targets now miss old forest targets in future
• Also have buffering effect
CIF Technical Workshop 2017
Modelling Challenge
where & what of fires is really important • Large fires in right forest types help achieve objectives
Challenging for FMP modelling • Most non-spatial models do not represent fire directly • SFMM does, but only as proportion • Spatial models do not incorporate disturbance
CIF Technical Workshop 2017
Special Investigations
1. Does re-planning mitigate impacts? 2. Testing a strategy under fire scenarios
CIF Technical Workshop 2017
Does Re-planning Mitigate Impacts?
• Ignoring and assuming an average rate are both wrong • 2008 Experiment to test
CIF Technical Workshop 2017
Rollover Analysis – Simulated Replanning
1. Woodstock model: long-term strategy 2. Stanley etc.: short-term spatial layout
Volume
Harvest Area
Old Growth
CIF Technical Workshop 2017
Rollover Analysis – Simulated Replanning
1. Woodstock model: long-term strategy 2. Stanley: short-term block layout 3. Spatial, random fire model
CIF Technical Workshop 2017
Rollover Analysis – Simulated Replanning
1. Woodstock model: long-term strategy 2. Stanley: short-term block layout 3. Spatial, random fire model 4. Update inventory to reflect
a. Period 1 harvest blocks b. Period 1 fires c. Aging of unaffected stands
5. Build new Woodstock model 6. Repeat …..
Random ⇒ replicate
CIF Technical Workshop 2017
Conclusion from Rollover Analysis
For fire rates in Ontario • Re-planning is sufficient
Harvest Volume
Old Growth
CIF Technical Workshop 2017
Testing a Solution (proof of concept)
How does a solution perform under different fire scenarios?
• Forest conditions • Forest activities
Pseudo-spatial
CIF Technical Workshop 2017
Approach
• Start with Base Model solution • Generate disturbance scenarios
By planning term For 100 scenarios Based on historic rates
Could modify for climate change, etc.
CIF Technical Workshop 2017
Continued
Scenario1 Randomly assign Burn Area to spatial zone(s)
Scenario2
…
Scenarion
# scenarios with BF > 30%
CIF Technical Workshop 2017
Model to test scenario
• Try to carry out same actions Harvest, renew, tend, deliver
• Set base model results as target Must allow deviation
• Goal programming model (penalties)
• Re-solving gives model recourse
CIF Technical Workshop 2017
100 Scenarios
Harvest Volume Projection
• 75% of scenarios feasible
Harvest Area Projection
CIF Technical Workshop 2017
Wrap-up
• Less fire disturbance than Alberta • Maintain or move toward natural forest condition
Bounds of natural variation Landscape level milestones
• Non-timber objectives are really important • Spatial modelling + Fire is really difficult • Investigations let us test direction