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Integration of NASA technology and wildlife ecologyIntegration of NASA technology and wildlife ecologyfor use by the National Park Servicefor use by the National Park Service(Systems Integration and Visualization of Yellowstone)(Systems Integration and Visualization of Yellowstone)
Fred WatsonFred Watson1*1*, Bob Garrott, Bob Garrott2*2*, PJ White, PJ White3*3*, Susan Alexander, Susan Alexander1*1*,,Rick WallenRick Wallen33, Wendi Newman, Wendi Newman11, Thor Anderson, Thor Anderson11, Tom Thein, Tom Thein11, Jon Detka, Jon Detka11,,Claire GowerClaire Gower22, Jason Bruggeman, Jason Bruggeman2+2+, Matt Becker, Matt Becker22, Sally Plumb, Sally Plumb33, Chris Geremia, Chris Geremia33
11California State University Monterey Bay, California State University Monterey Bay, 22Montana State University Bozeman, Montana State University Bozeman, 33Yellowstone National Park, *Yellowstone National Park, *Principal Investigators, Principal Investigators, ++FormerlyFormerly
Presented at NASA Biodiversity and Ecological Forecasting Team MeetingPresented at NASA Biodiversity and Ecological Forecasting Team MeetingMay 2May 2ndnd 2008, University of Maryland, College Park 2008, University of Maryland, College Park
Funding: NASA NCC2-1186 & NCC13-03009,
NSF DEB 0074444 & DEB-0413570, and NPS EcoVizEcoViz: : YellowstoneYellowstoneEcosystem Science and Ecosystem Science and
VisualizationVisualization
EcoVizEcoViz: : YellowstoneYellowstoneEcosystem Science and VisualizationEcosystem Science and Visualization
EcoVizEcoViz: : YellowstoneYellowstoneEcosystem Science and Ecosystem Science and
VisualizationVisualization
CrewCrew
Volunteers:Volunteers:
PIs:PIs:
Staff &Staff &postgrads:postgrads:
Under-Under-grads:grads:
National National Parks Parks
Service:Service:
Fie ldwork
W ildlifeoperations
Land scapemo de ls
Re motese n sin ganalyse s
Image ry
Lands at
F ores tc over
G eotherm alheat flux
M O DIS
F oragephenology
G eo the rma lsu rveys
F o restp lo ts
Meadowp lo ts
Anemo -me te rs
Snowmode l
Snowco res
Wildlifemode ls &analyses
Bison bounda ry ope ra tions
W olv esprey a tedges
Visualizatio ns
Datase rv ice s
Snow pac k B is onm igration
F ilm ing
Geys erbas ins
T e leme try
P henologym odel
A S TE R
W olv esnear ly
ex tirpateelk des pite
s now
Elkav o ids now
Bis onav oids now
S nowpac knowc as ts
P rec ipm odel
W indmode l
W ildlifepolicy &planning
Bison road useW o lf re in troduction
D ecades
W ild fires
W eeks to years
W in te r recrea tion
VisitorInterpretation
V is itor c enterk ios k
NP S webs ite
O RNLDA A C
Bis on non-res pons iv e
to roadgrooming
E lk re a l l ya vo id
sn o w wi thwo l ve s
A ICw=1
C lima techange
5 years
So ftw arede v e lop me nt
Te ambu ild ing
16 years
Forest cover surveyForest cover survey
EcoVizEcoViz: : YellowstoneYellowstoneEcosystem Science and Ecosystem Science and
VisualizationVisualization
Landsat land cover mappingLandsat land cover mapping
EcoVizEcoViz: : YellowstoneYellowstoneEcosystem Science and Ecosystem Science and
VisualizationVisualization
Meadow Meadow phenology phenology
surveysurvey
MODIS MODIS phenologyphenology
WindWind data collectiondata collection
EcoVizEcoViz: : YellowstoneYellowstoneEcosystem Science and Ecosystem Science and
VisualizationVisualization
Wind field modelWind field model
EcoVizEcoViz: : YellowstoneYellowstoneEcosystem Science and Ecosystem Science and
VisualizationVisualization
Geothermal Geothermal perimeter perimeter
surveysurvey
EcoVizEcoViz: : YellowstoneYellowstoneEcosystem Science and Ecosystem Science and
VisualizationVisualization
Geothermal heat flux map
EcoVizEcoViz: : YellowstoneYellowstoneEcosystem Science and Ecosystem Science and
VisualizationVisualization
Snowpack coringSnowpack coring
National Parks ServiceNational Parks Servicebison monitoring & management activitiesbison monitoring & management activities
EcoVizEcoViz: : YellowstoneYellowstoneEcosystem Science and Ecosystem Science and
VisualizationVisualization
EcoVizEcoViz: : YellowstoneYellowstoneEcosystem Science and Ecosystem Science and
VisualizationVisualization
Bison movementBison movement
EcoVizEcoViz: : YellowstoneYellowstoneEcosystem Science and Ecosystem Science and
VisualizationVisualization
More More coringcoring
...more coring
...more coring
...more coring
EcoVizEcoViz: : YellowstoneYellowstoneEcosystem Science and Ecosystem Science and
VisualizationVisualization
Key bison areas Key bison areas near the Park near the Park
boundaryboundary
EcoVizEcoViz: : YellowstoneYellowstoneEcosystem Science and Ecosystem Science and
VisualizationVisualization
Snowpack Snowpack nowcastingnowcasting
How is the nowcasting used?How is the nowcasting used?
• “The products that you sent a couple of weeks ago were fantastic and just what we needed to convey how the snowpack conditions this year compare to the 25 year range of variability. Thank you very much for those model runs!!! We used the information in the attached brief.”
• ...
EcoVizEcoViz: : YellowstoneYellowstoneEcosystem Science and Ecosystem Science and
VisualizationVisualization
Bison Bison distributiondistribution
~~Road Road
grooming grooming doesn’t doesn’t strongly strongly influence influence
bison travelbison travel
(Bruggeman et al.)(Bruggeman et al.)
How are the publications used?How are the publications used?
• “...development of several new approaches to understand the causes,
timing, and routes of migratory movements by bison (Bison bison) that,
in turn, have been applied to management decisions regarding boundary
control measures and the potential for brucellosis transmission to cattle
(Bjornlie and Garrott 2001, Ferrari and Garrott 2002, Coughenour 2005,
Gates et al. 2005, Gogan et al. 2005, Borkowski et al. 2006, Bruggeman et
al. 2006, 2007; Fuller et al. 2007a, Olexa and Gogan 2007, Chapters 26-
28). These studies also provide the best available scientific information from
which adjudicators, park managers, and stakeholders can infer the potential
effects of winter recreation and road grooming on bison and other wildlife.”
White et al. (In Garrott et al., In press.)
Fie ldwork
W ildlifeoperations
Land scapemo de ls
Re motese n sin ganalyse s
Image ry
Lands at
F ores tc over
G eotherm alheat flux
M O DIS
F oragephenology
G eo the rma lsu rveys
F o restp lo ts
Meadowp lo ts
Anemo -me te rs
Snowmode l
Snowco res
Wildlifemode ls &analyses
Bison bounda ry ope ra tions
W olv esprey a tedges
Visualizatio ns
Datase rv ice s
Snow pac k B is onm igration
F ilm ing
Geys erbas ins
T e leme try
P henologym odel
A S TE R
W olv esnear ly
ex tirpateelk des pite
s now
Elkav o ids now
Bis onav oids now
S nowpac knowc as ts
P rec ipm odel
W indmode l
W ildlifepolicy &planning
Bison road useW o lf re in troduction
D ecades
W ild fires
W eeks to years
W in te r recrea tion
VisitorInterpretation
V is itor c enterk ios k
NP S webs ite
O RNLDA A C
Bis on non-res pons iv e
to roadgrooming
E lk re a l l ya vo id
sn o w wi thwo l ve s
A ICw=1
C lima techange
5 years
So ftw arede v e lop me nt
Te ambu ild ing
16 years
Fie ldwork
W ildlifeoperations
Land scapemo de ls
Re motese n sin ganalyse s
Image ry
Lands at
F ores tc over
G eotherm alheat flux
M O DIS
F oragephenology
G eo the rma lsu rveys
F o restp lo ts
Meadowp lo ts
Anemo -me te rs
Snowmode l
Snowco res
Wildlifemode ls &analyses
Bison bounda ry ope ra tions
W olv esprey a tedges
Visualizatio ns
Datase rv ice s
Snow pac k B is onm igration
F ilm ing
Geys erbas ins
T e leme try
P henologym odel
A S TE R
W olv esnear ly
ex tirpateelk des pite
s now
Elkav o ids now
Bis onav oids now
S nowpac knowc as ts
P rec ipm odel
W indmode l
W ildlifepolicy &planning
Bison road useW o lf re in troduction
D ecades
W ild fires
W eeks to years
W in te r recrea tion
VisitorInterpretation
V is itor c enterk ios k
NP S webs ite
O RNLDA A C
Bis on non-res pons iv e
to roadgrooming
E lk re a l l ya vo id
sn o w wi thwo l ve s
A ICw=1
C lima techange
5 years
So ftw arede v e lop me nt
Te ambu ild ing
16 years
Journalpapers
Bookchapters
AppliedSc ienc es
Ec ologic alforec asting
NASA @Yellowstone
N A S A
I& M
Regions
Parks
N P S
W ildlifemanagement
DailyLandsat
Snow model
Broad, Robust, Efficient
But potentially more difficult to identify linkages between specific management environments
and data products (?)
More focused, decisions realized within project timeframe
But difficult to scale up & generalize
Therefore costly
This project
Key pointsKey points• In our experience at Yellowstone:
– A bottom-up approach leads to realized outcomesin terms of National Park decision making
– The bottom-up approach takes a great deal of time, resources, and teamwork
– It must rest on published foundations
– The dissociation of time scales for funding, collaboration, publication, and decision making heightens the challenge
• In the case of Yellowstone bison:– Forecasting ecological response requires careful attention to spatio-
temporal pattern
– This requires:• spatio-temporal wildlife data,
• spatio-temporal landscape models,
• and analytical methods for relating them to each other.
• Can this approach be scaled for better efficiency?
EcoVizEcoViz: : YellowstoneYellowstoneEcosystem Science and Ecosystem Science and
VisualizationVisualization