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“Alaska” LCCs Webinar April 1, 2013 PIs: David McGuire; Co-PI: Scott Rupp; Co-Is: Vladimir Romanovsky, Eugenie Euskirchen, Sergei Marchenko University of Alaska Fairbanks The Integrated Ecosystem Model (IEM) for Alaska and Northwest Canada A collaborative research project for the DOI Alaska Climate Science Center and the Arctic, Western Alaska, Northwest Boreal, and North Pacific Landscape Conservation Cooperatives
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“Alaska” LCCs Webinar April 1, 2013 PIs: David McGuire; Co-PI: Scott Rupp; Co-Is: Vladimir Romanovsky, Eugenie Euskirchen, Sergei Marchenko University.

Dec 28, 2015

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Page 1: “Alaska” LCCs Webinar April 1, 2013 PIs: David McGuire; Co-PI: Scott Rupp; Co-Is: Vladimir Romanovsky, Eugenie Euskirchen, Sergei Marchenko University.

“Alaska” LCCs WebinarApril 1, 2013

PIs: David McGuire; Co-PI: Scott Rupp; Co-Is: Vladimir Romanovsky, Eugenie Euskirchen, Sergei Marchenko

University of Alaska Fairbanks

The Integrated Ecosystem Model (IEM)for Alaska and Northwest Canada

A collaborative research project for the DOI Alaska Climate Science Center and the

Arctic, Western Alaska, Northwest Boreal, and North Pacific Landscape Conservation Cooperatives

Page 2: “Alaska” LCCs Webinar April 1, 2013 PIs: David McGuire; Co-PI: Scott Rupp; Co-Is: Vladimir Romanovsky, Eugenie Euskirchen, Sergei Marchenko University.

Research Team

David McGuire, PIInstitute of Arctic Biology

Scott Rupp, Co-PIScenarios Network for Alaska & Arctic Planning

Vladimir Romanovsky, Co-IGeophysical Institute

Eugenie Euskirchen, Co-IInstitute of Arctic Biology

Sergei Marchenko, Co-IGeophysical Institute

Page 3: “Alaska” LCCs Webinar April 1, 2013 PIs: David McGuire; Co-PI: Scott Rupp; Co-Is: Vladimir Romanovsky, Eugenie Euskirchen, Sergei Marchenko University.

Presentation Outline

I. What is the IEM Project?

II. What is the IEM Framework?

III. What are the Components of the IEM?

IV. Relationship of the IEM to the Alaska LCCs

V. What Types of Products will the IEM generate?

VI. What has the IEM Accomplished to Date?

VII. Where can You Learn More about the IEM?

Page 4: “Alaska” LCCs Webinar April 1, 2013 PIs: David McGuire; Co-PI: Scott Rupp; Co-Is: Vladimir Romanovsky, Eugenie Euskirchen, Sergei Marchenko University.

What is the IEM?

The Integrated Ecosystem Model (IEM) for Alaska and Northwest Canada is designed to help resource managers understand the nature and expected rate of landscape change in Alaska and Northwest Canada through providing:

• A common framework for forecasting landscape change in the region in response to climate- and land cover/use driven changes in vegetation, disturbance, hydrology and permafrost

• Production of maps and other products related to landscape changes in ecosystem structure (e.g., composition of shrubs vs. sedges in tundra or conifer vs. deciduous trees in forests) and function (e.g., production of forage used by herbivores)

• A quantification of the uncertainty in expected outcomes (e.g., by the consideration of different climate scenarios, different climate models, aspects of uncertainty in the IEM framework)

• A team to help in the development of impact models that can use IEM products to address assessments of specific resource management responses to landscape changes

• A team to help in conducting climate-change impact assessments that can be used to help identify adaptation and management responses to forecasted landscape-scale changes that are projected to impact the management of natural resources.

Page 5: “Alaska” LCCs Webinar April 1, 2013 PIs: David McGuire; Co-PI: Scott Rupp; Co-Is: Vladimir Romanovsky, Eugenie Euskirchen, Sergei Marchenko University.

Spatial Domain:

What is the IEM?

Page 6: “Alaska” LCCs Webinar April 1, 2013 PIs: David McGuire; Co-PI: Scott Rupp; Co-Is: Vladimir Romanovsky, Eugenie Euskirchen, Sergei Marchenko University.

The IEM for Alaska and Northwest Canada

will provide a support tool to inform:

• Response of ecosystems to climate and land cover/use change

• Processes that affect species and habitats

• Development of impact models

• Assessments of natural resource responses

• Adaptation and management responses

What is the IEM?

Page 7: “Alaska” LCCs Webinar April 1, 2013 PIs: David McGuire; Co-PI: Scott Rupp; Co-Is: Vladimir Romanovsky, Eugenie Euskirchen, Sergei Marchenko University.

Presentation Outline

I. What is the IEM Project?

II. What is the IEM Framework?

III. What are the Components of the IEM?

IV. Relationship of the IEM to the Alaska LCCs

V. What Types of Products will the IEM generate?

VI. What has the IEM Accomplished to Date?

VII. Where can You Learn More about the IEM?

Page 8: “Alaska” LCCs Webinar April 1, 2013 PIs: David McGuire; Co-PI: Scott Rupp; Co-Is: Vladimir Romanovsky, Eugenie Euskirchen, Sergei Marchenko University.

What is the IEM Framework?

Projected climate changes will create challenges for natural resource management including:

• Fish and Wildlife Impacts• Wildlife Diseases and Invasive Species• Protection of Trust Species• Biological Carbon Sequestration• Wildland Fire Impacts• Water Availability and Water Quality• Sea-ice and Glacier Loss• Ecosystem Resilience and Ecosystem Restoration• Changes to Cultural Resource and Subsistence Species (Society Resilence)• Sea-level Rise and Coastal Storm Surge Impacts (Coastal Erosion, Modification of

Fish and Wildlife Habitat)

Page 9: “Alaska” LCCs Webinar April 1, 2013 PIs: David McGuire; Co-PI: Scott Rupp; Co-Is: Vladimir Romanovsky, Eugenie Euskirchen, Sergei Marchenko University.

What is the IEM Framework?

Many of the resource management challenges require information on how climate and land cover/use change will impact:

• air and soil temperatures• snowfall• rain on snow• ice-free season• growing season• permafrost• stream flow• wildfire• coastal erosion• glaciers

Page 10: “Alaska” LCCs Webinar April 1, 2013 PIs: David McGuire; Co-PI: Scott Rupp; Co-Is: Vladimir Romanovsky, Eugenie Euskirchen, Sergei Marchenko University.

ClimateChange

Integrated Ecosystem Model

Fire Permafrost

Hydrology

What is the IEM Framework?

Vegetation

Page 11: “Alaska” LCCs Webinar April 1, 2013 PIs: David McGuire; Co-PI: Scott Rupp; Co-Is: Vladimir Romanovsky, Eugenie Euskirchen, Sergei Marchenko University.

ClimateChange

Integrated Ecosystem Model

Fire Permafrost

Hydrology

canopy cover

fire

vegetation

vegetation

fire

hydrology

thermokarstHabitatChange

FireManagement

Animal Performance

vegetation

productivity

hydrology

HypotheticalModel

output x

output y

Impact Models

Vegetation

What is the IEM Framework

Page 12: “Alaska” LCCs Webinar April 1, 2013 PIs: David McGuire; Co-PI: Scott Rupp; Co-Is: Vladimir Romanovsky, Eugenie Euskirchen, Sergei Marchenko University.

ClimateChange

Integrated Ecosystem Model

Fire Permafrost

Hydrology

canopy cover

fire

vegetation

vegetation

fire

hydrology

thermokarstHabitatChange

FireManagement

Animal Performance

vegetation

productivity

hydrology

HypotheticalModel

output x

output y

Impact Models

Vegetation

Conservation & ResourceManagement

Decisions

Stakeholders

Communication of Needs

What is the IEM Framework?

Page 13: “Alaska” LCCs Webinar April 1, 2013 PIs: David McGuire; Co-PI: Scott Rupp; Co-Is: Vladimir Romanovsky, Eugenie Euskirchen, Sergei Marchenko University.

Presentation Outline

I. What is the IEM Project?

II. What is the IEM Framework?

III. What are the Components of the IEM?

IV. Relationship of the IEM to the Alaska LCCs

V. What Types of Products will the IEM generate?

VI. What has the IEM Accomplished to Date?

VII. Where can You Learn More about the IEM?

Page 14: “Alaska” LCCs Webinar April 1, 2013 PIs: David McGuire; Co-PI: Scott Rupp; Co-Is: Vladimir Romanovsky, Eugenie Euskirchen, Sergei Marchenko University.

What are the Components of the IEM?

Climate

Fire Permafrost

HydrologyVegetation

Page 15: “Alaska” LCCs Webinar April 1, 2013 PIs: David McGuire; Co-PI: Scott Rupp; Co-Is: Vladimir Romanovsky, Eugenie Euskirchen, Sergei Marchenko University.

What are the Components of the IEM?

Burned area

Fire Severity

ALFRESCO

DOS-DVM-TEM

GIPL-2

Soil

moi

stur

e

Mos

s &

Org

anic

s

Plan

t Fun

ctio

nal

Type

s

Vegetation

type

Soil Thermal Properties

Downscaled GCM Data

Page 16: “Alaska” LCCs Webinar April 1, 2013 PIs: David McGuire; Co-PI: Scott Rupp; Co-Is: Vladimir Romanovsky, Eugenie Euskirchen, Sergei Marchenko University.

What are the Components of the IEM?

Vegetation

Page 17: “Alaska” LCCs Webinar April 1, 2013 PIs: David McGuire; Co-PI: Scott Rupp; Co-Is: Vladimir Romanovsky, Eugenie Euskirchen, Sergei Marchenko University.

ClimateChange

Integrated Ecosystem Model

Fire Permafrost

Hydrology

What are the Components of the IEM?

Vegetation

=

Page 18: “Alaska” LCCs Webinar April 1, 2013 PIs: David McGuire; Co-PI: Scott Rupp; Co-Is: Vladimir Romanovsky, Eugenie Euskirchen, Sergei Marchenko University.

canopy cover

probability of fire

species composition

vegetation cover

probability of fire

surface hydrology

probability of thermokarst HabitatChangeModels

FireManagement

Models

Animal Performance

Models

vegetation cover

biomass productivity

surface hydrology

HypotheticalModel

model output x

model output y

Impact Models

What are the Components of the IEM?

Conservation & Resource

ManagementDecisions

Other stakeholder

groups

Communication of Needs

Alaska IEM

Page 19: “Alaska” LCCs Webinar April 1, 2013 PIs: David McGuire; Co-PI: Scott Rupp; Co-Is: Vladimir Romanovsky, Eugenie Euskirchen, Sergei Marchenko University.

Presentation Outline

I. What is the IEM Project?

II. What is the IEM Framework?

III. What are the Components of the IEM?

IV. Relationship of the IEM to the Alaska LCCs

V. What Types of Products will the IEM generate?

VI. What has the IEM Accomplished to Date?

VII. Where can You Learn More about the IEM?

Page 20: “Alaska” LCCs Webinar April 1, 2013 PIs: David McGuire; Co-PI: Scott Rupp; Co-Is: Vladimir Romanovsky, Eugenie Euskirchen, Sergei Marchenko University.

Spatial Domain:

Relationship of the IEM to the Alaska LCCs

Page 21: “Alaska” LCCs Webinar April 1, 2013 PIs: David McGuire; Co-PI: Scott Rupp; Co-Is: Vladimir Romanovsky, Eugenie Euskirchen, Sergei Marchenko University.

Together, Alaska and northwest Canada LCCs can: Jointly address state- or region-wide information

needs Serve as a forum for learning and information

exchange At multiple levels

Facilitate communication and collaboration Among agencies/organizations Across disciplines Across jurisdictional boundaries

The IEM for Alaska and Northwest Canada and the Alaska Climate Science Center can help with cross LCC coordination.

LCC Coordination

Page 22: “Alaska” LCCs Webinar April 1, 2013 PIs: David McGuire; Co-PI: Scott Rupp; Co-Is: Vladimir Romanovsky, Eugenie Euskirchen, Sergei Marchenko University.

Assessing the status of baseline data

Coordinated observations (detecting change)

Understanding relationships (understanding change)

Projecting future states (forecasting change)

Adaptation framework and best management practices (responding to change)

Common LCC Categories of Activity

Page 23: “Alaska” LCCs Webinar April 1, 2013 PIs: David McGuire; Co-PI: Scott Rupp; Co-Is: Vladimir Romanovsky, Eugenie Euskirchen, Sergei Marchenko University.

Relationship of the IEM to the Alaska LCCs

Projected climate changes will create challenges for natural resource management including (from www.doi.gov/lcc):• Fish and Wildlife Impacts (ALCC, WALCC, NWBLCC, NPLCC) (IEM)• Wildlife Diseases and Invasive Species (ALCC, WALCC, NWBLCC, NPLCC) (IEM)• Protection of Trust Species (ALCC, WALCC, NWBLCC) (IEM)• Biological Carbon Sequestration (ALCC, NWBLCC, NPLCC) (IEM)• Wildland Fire Impacts (ALCC, NWBLCC, NPLCC) (IEM)• Water Availability and Water Quality (ALCC, NPLCC) (IEM)• Sea-ice and Glacier Loss (ALCC, WALCC, NWBLCC, NPLCC) (IEM?)• Ecosystem Resilience and Ecosystem Restoration (WALCC, NPLCC) (IEM)• Changes to Cultural Resource and Subsistence Species (ALCC, WALCC, NPLCC) (IEM)• Sea-level Rise and Coastal Storm Surge Impacts (Coastal Erosion, Modification of Fish

and Wildlife Habitat) (ALCC, WALCC, NWBLCC, NPLCC) (IEM)

To address these issues requires the development of impact models that can use outputs from the IEM. The IEM team is ready to work with people developing impact models!

Page 24: “Alaska” LCCs Webinar April 1, 2013 PIs: David McGuire; Co-PI: Scott Rupp; Co-Is: Vladimir Romanovsky, Eugenie Euskirchen, Sergei Marchenko University.

Presentation Outline

I. What is the IEM Project?

II. What is the IEM Framework?

III. What are the Components of the IEM?

IV. Relationship of the IEM to the Alaska LCCs

V. What Types of Products will the IEM generate?

VI. What has the IEM Accomplished to Date?

VII. Where can You Learn More about the IEM?

Page 25: “Alaska” LCCs Webinar April 1, 2013 PIs: David McGuire; Co-PI: Scott Rupp; Co-Is: Vladimir Romanovsky, Eugenie Euskirchen, Sergei Marchenko University.

IEM Activities

Development of Historical and Projected Downscaled Climate (1 km resolution) for Driving Model Applications and for Other Uses.

Coupling Together Component Models (Software Engineering Issue)

Forecasting Tundra Fire and Treeline Dynamics Model Development (2012-2013) Model Integration and Application (2013-2014) Impact Model Development and Application (Caribou Animal Performance?; 2014-

2016)

Development of Alaska Thermokarst Model Model Development (2012-2013) Model Integration and Application (2014-2015) Impact Model Development and Application (Shorebird Impact Model?; 2015-2016)

Development of Wetland Dynamics Model Field Studies: Alaska Peatland Experiment (2012 – 2013) Model Development (2014) Model Integration and Application (2015-2016)

Biological Carbon Sequestration Assessment for Alaska (2013-2014) – Includes Southeast Alaska

Page 26: “Alaska” LCCs Webinar April 1, 2013 PIs: David McGuire; Co-PI: Scott Rupp; Co-Is: Vladimir Romanovsky, Eugenie Euskirchen, Sergei Marchenko University.

IEM Products

Climate Historical and projected climate data for several scenarios of

climate change and for several climate models (available) Soil Properties

Permafrost distribution, active layer thickness (2013, with updates)

Disturbance Historical and projected area burned (historical available,

projected 2013) Susceptibility to thermokarst (2013) Thermokarst disturbance scenarios and landscape change

(2014) Landcover and Vegetation

Projected treeline (2013, updates) Future distribution of vegetation types (2013, updates)

Ecosystem Dynamics Carbon fluxes, net primary productivity (2013, updates)

Page 27: “Alaska” LCCs Webinar April 1, 2013 PIs: David McGuire; Co-PI: Scott Rupp; Co-Is: Vladimir Romanovsky, Eugenie Euskirchen, Sergei Marchenko University.

Presentation Outline

I. What is the IEM Project?

II. What is the IEM Framework?

III. What are the Components of the IEM?

IV. Relationship of the IEM to the Alaska LCCs

V. What Types of Products will the IEM generate?

VI. What has the IEM Accomplished to Date?

VII. Where can You Learn More about the IEM?

Page 28: “Alaska” LCCs Webinar April 1, 2013 PIs: David McGuire; Co-PI: Scott Rupp; Co-Is: Vladimir Romanovsky, Eugenie Euskirchen, Sergei Marchenko University.

IEM Accomplishments and Activities to Date

Development of Historical and Projected Downscaled Climate (1 km resolution) for Driving Model Applications and for Other Uses. http://www.snap.uaf.edu/data.php

Coupling Together Component Models (Software Engineering Issue) ALFRESCO and DOS-DVM-TEM are currently exchanging data each time

step, next step is to exchange data with GIPL2 Forecasting Tundra Fire and Treeline Dynamics

Model development largely completed in 2012, model calibration and testing are currently occurring, plan is for first model application to be completed by July 2013

Development of Alaska Thermokarst Model Developed a conceptual approach to model development in 2012 (produced a white

paper) Currently developing the code for the model according to a schedule for completion by

end of 2013

Development of Wetland Dynamics Model Field Studies: Alaska Peatland Experiment (2012 – 2013) Developed Peatland DOS-TEM for boreal fen application in 2011-2012 Development of Peatland DOS-TEM for boreal bog application in 2013

Biological Carbon Sequestration Assessment for Alaska (2013-2014) Working on Calibrations, model application to be completed in 2013

Page 29: “Alaska” LCCs Webinar April 1, 2013 PIs: David McGuire; Co-PI: Scott Rupp; Co-Is: Vladimir Romanovsky, Eugenie Euskirchen, Sergei Marchenko University.

AcknowledgementsResearch Scientists Research

Associates

Mark Waldrop Bob Bolton

Postdoctoral Fellows Graduate Students

Kirsten Barrett Tobey Carman

Amy Breen Winslow Hansen

Zhaosheng Fan Elchin Jafarov

Helene Genet Technical Staff

Reginald Muskett Alec Bennett

Fengming Yuan Tom Kurkowski

Yujin Zhang Dustin Rice

Stephanie McAfee Michael Lindgren

DOI Alaska Climate Science Center

Arctic, Western Alaska, Northwest Boreal,

and North Pacific LCCs

Page 30: “Alaska” LCCs Webinar April 1, 2013 PIs: David McGuire; Co-PI: Scott Rupp; Co-Is: Vladimir Romanovsky, Eugenie Euskirchen, Sergei Marchenko University.

Presentation Outline

I. What is the IEM Project?

II. What is the IEM Framework?

III. What are the Components of the IEM?

IV. Relationship of the IEM to the Alaska LCCs

V. What Types of Products will the IEM generate?

VI. What has the IEM Accomplished to Date?

VII. Where can You Learn More about the IEM?

Page 31: “Alaska” LCCs Webinar April 1, 2013 PIs: David McGuire; Co-PI: Scott Rupp; Co-Is: Vladimir Romanovsky, Eugenie Euskirchen, Sergei Marchenko University.

Where can you learn more about the IEM?

Further information is available at http://www.snap.uaf.edu/project_page.php?projectid=15and http://arcticlcc.org/projects/landscape/integrated-ecosystem-model-iem-for-alaska/and soon at a new location on the Alaska Climate Science Center web site.

Or contact Dave McGuire ([email protected]; 907-474-6242), Scott Rupp ([email protected]; 907-474-7535), or Amy Breen ([email protected]; 907-474-6927)

Questions?