SlideShare a Scribd company logo
1 of 24
Integrating Ecology, Economics, Policy & Management
BIO-ECONOMICS OF
INVASIVE SPECIES
Presentation based upon book: edited by
Reuben P. Keller, David M. Lodge, Mark A.
Lewis and Jason F. Shogren UOP 2009
John Peter Thompson 2009
WHY BIO-ECONOMICS?
Balancing flow of damage, until next
control, delaying control, and controlling
costs and damages between controls
Multidisciplinaryapproach
Bringing biology (ecology) & economics
together
 Framework for endogenous risk
http://en.wikipedia.org/wiki/File:Complex-adaptive-system.jpg
 manager’s investment in control
 investment in prevention (non-
exclusive & non-rival consumption)
 random uncertainty variable
 research in/for the public good
 endowed wealth
x
Q
θ
Β
M
Assumptions
 probability of a good state of nature,
no damage from invasive species
 probability of a bad state, damage
from invasive species
 money equivalent of realized
damages
 distribution of support bounded by
(a,b) research to reduce
 control
P(Q; θ)
1 - P(Q; θ)
D(x; θ)
F(θ; β)
c(Q, x)
Functions
 social value of good state of
nature
 Net wealth
 social value bad state of nature
 change in damages affect
social welfare

V0[m-c(Q, x )]
w = m-c(Q, x)
V1[m - D(x, θ)
-- c(Q, x)
V2[m-c(Q, x);
D(x; θ)]
Functions
Bioeconomics of
Invasive Species
Integrating Ecology,
Economics, Policy,
and Management
Edited by Reuben P.
Keller, David M.
Lodge, Mark A.
Lewis and Jason F.
Shogren
Endogenous
Risk Model
Challenges
•Irreversibility of outcomes
•Uncertainty over time
•Timing of investments or
action
THE ROLE OF UNCERTAINTY
“…function generally requires the
consideration of opinions of experts or
expert groups, of experience gained from
comparable problems, and of additional
information where necessary…”
Linguistic & eco-biological uncertainty
“…any study of biological complexity is
rooted in the knowledge of biological
reality, an expression for possible limit of
human knowledge about ontological
biological reality…”
© Institute of Statics and Dynamics of Structures (TU Dresden)
© Copyright by Luis Mateus Rocha 1997
The Smithsonian/NASA Astrophysics Data System
Opportunitycosts
SUPPLY
DEMAND
QUANTITY
PRICE
Consumer surplus
Production surplus
Underestimating infinity
SUPPLY
DEMAND
QUANTITY
PRICE
Consumer surplus
Production surplus
MODELS & DECISIONS
Uncertainty and the potential of models
http://www.gapingvoidgallery.com/images/quality005jGIF.gif
Entropy
Measuring
Uncertainty
Our
uncertainty is
expressed
quantitatively
by the
information
which we do
not have
about the
state
occupied.
Entropy, because it is expressed in
terms of probabilities, depends on
the observer. One person may have
different knowledge of the system
from another, and therefore would
calculate a different numerical value
for entropy.
http://www.mtl.mit.edu/Courses/6.050/2003/notes/chapter10.pdf
BN = economic benefit
of introducing new
species
Θ = new species
VT = annual value of
trade in new species
α = number of
invaders/number of
introduced species
A = proportional risk
assessment
D = annual cost of
administrating risk
assessment
Trait based
assessment
Economic model
trait based risk assessmaent
Integrating Ecology, Economics, Policy, and Management
Edited by Reuben P. Keller, David M. Lodge, Mark A. Lewis and Jason F.
Shogren
Models
“How much
population
biology is
needed to
manage
invasive
species?”
(Simberloff 2003)
•Niche
•Gravity
•Random utility
•Reaction-diffusion
•Spatial-phenemological
•
Behaviorchoices
inadynamic
system
x(t) =
u(t)=
du/dt=
•time dependent state variable
(invader abundance)
•control strategies in aggregation
•change in abundance to the change in
control strategies
Integrating Ecology, Economics, Policy, and Management
Edited by Reuben P. Keller, David M. Lodge, Mark A. Lewis and Jason F. Shogren
INTEGRATING ASSESSMENTS
~Environecobiopragmophilosophic ~
SUSTAINABILITY
thesuperwicked problem
INVASIVE SPECIES
ENERGY
CLIMATE CHANGE
POPULATION
• Freedom to innovate
• Objectivity
• Comprehensiveness
• Openness/Transpare
ncy
• Simplicity
 Shift the burden of
proof
 Scientific
uncertainty
 Recognize diverse
positions
 Least-harmful
solution
 Duty to take action
Science alone
does not set
management or
policy goals, but
informs them
Translate
research into
user-friendly
language
Create personal
networks
Change is not
instantaneous
Focus on the
immediately
relevant

More Related Content

Similar to Integrating Ecology, Economics for Invasive Species Management

Existential Risk Prevention as Global Priority
Existential Risk Prevention as Global PriorityExistential Risk Prevention as Global Priority
Existential Risk Prevention as Global PriorityKarlos Svoboda
 
The precautionary principle pp2
The precautionary principle pp2The precautionary principle pp2
The precautionary principle pp2Elsa von Licy
 
GreenATP ucla anderson business school mp totten 06 11
GreenATP ucla anderson business school mp totten 06 11GreenATP ucla anderson business school mp totten 06 11
GreenATP ucla anderson business school mp totten 06 11Michael P Totten
 
Socio-Managerial Risk Evaluation In Technologically-Dominated Human Societies
Socio-Managerial Risk Evaluation In Technologically-Dominated Human SocietiesSocio-Managerial Risk Evaluation In Technologically-Dominated Human Societies
Socio-Managerial Risk Evaluation In Technologically-Dominated Human Societiesinventionjournals
 
RPG iEvoBio 2010 Keynote
RPG iEvoBio 2010 KeynoteRPG iEvoBio 2010 Keynote
RPG iEvoBio 2010 KeynoteRob Guralnick
 
iEvoBio Keynote Talk 2010
iEvoBio Keynote Talk 2010iEvoBio Keynote Talk 2010
iEvoBio Keynote Talk 2010Rob Guralnick
 
Global Ecology and Conservation 24 (2020) e01232Contents lis
Global Ecology and Conservation 24 (2020) e01232Contents lisGlobal Ecology and Conservation 24 (2020) e01232Contents lis
Global Ecology and Conservation 24 (2020) e01232Contents lisdessiechisomjj4
 
Dr.nanyingi ifvm cc_2012
Dr.nanyingi ifvm cc_2012 Dr.nanyingi ifvm cc_2012
Dr.nanyingi ifvm cc_2012 Nanyingi Mark
 
10. ilri 9june2010
10. ilri 9june201010. ilri 9june2010
10. ilri 9june2010aagw2010
 
Rio+20 and the future of sustainability and disaster risk reduction
Rio+20 and the future of sustainability and disaster risk reductionRio+20 and the future of sustainability and disaster risk reduction
Rio+20 and the future of sustainability and disaster risk reductionGlobal Risk Forum GRFDavos
 
Anthropogenic evolution, externalities, and public health
Anthropogenic evolution, externalities, and public healthAnthropogenic evolution, externalities, and public health
Anthropogenic evolution, externalities, and public healthCarl Bergstrom
 
Energy, Externalities & ClimateEmissions &
Energy, Externalities & ClimateEmissions &Energy, Externalities & ClimateEmissions &
Energy, Externalities & ClimateEmissions &cullenrjzsme
 
Michael P Totten GreenATP: APPortunities to catalyze local to global positive...
Michael P Totten GreenATP: APPortunities to catalyze local to global positive...Michael P Totten GreenATP: APPortunities to catalyze local to global positive...
Michael P Totten GreenATP: APPortunities to catalyze local to global positive...Michael P Totten
 
Analysis of multi-hazard risk to human life at County Level in the Yangtze Ri...
Analysis of multi-hazard risk to human life at County Level in the Yangtze Ri...Analysis of multi-hazard risk to human life at County Level in the Yangtze Ri...
Analysis of multi-hazard risk to human life at County Level in the Yangtze Ri...Global Risk Forum GRFDavos
 

Similar to Integrating Ecology, Economics for Invasive Species Management (20)

Existential Risk Prevention as Global Priority
Existential Risk Prevention as Global PriorityExistential Risk Prevention as Global Priority
Existential Risk Prevention as Global Priority
 
The precautionary principle pp2
The precautionary principle pp2The precautionary principle pp2
The precautionary principle pp2
 
GreenATP ucla anderson business school mp totten 06 11
GreenATP ucla anderson business school mp totten 06 11GreenATP ucla anderson business school mp totten 06 11
GreenATP ucla anderson business school mp totten 06 11
 
davospan
davospandavospan
davospan
 
Akashdeepsinghjandu8
Akashdeepsinghjandu8Akashdeepsinghjandu8
Akashdeepsinghjandu8
 
Socio-Managerial Risk Evaluation In Technologically-Dominated Human Societies
Socio-Managerial Risk Evaluation In Technologically-Dominated Human SocietiesSocio-Managerial Risk Evaluation In Technologically-Dominated Human Societies
Socio-Managerial Risk Evaluation In Technologically-Dominated Human Societies
 
Joint GWP CEE/DMCSEE training: From Drought Management Strategies to Drought...
Joint GWP CEE/DMCSEE training: From Drought Management Strategies to  Drought...Joint GWP CEE/DMCSEE training: From Drought Management Strategies to  Drought...
Joint GWP CEE/DMCSEE training: From Drought Management Strategies to Drought...
 
De groot talk_iscram drr
De groot talk_iscram drrDe groot talk_iscram drr
De groot talk_iscram drr
 
RPG iEvoBio 2010 Keynote
RPG iEvoBio 2010 KeynoteRPG iEvoBio 2010 Keynote
RPG iEvoBio 2010 Keynote
 
iEvoBio Keynote Talk 2010
iEvoBio Keynote Talk 2010iEvoBio Keynote Talk 2010
iEvoBio Keynote Talk 2010
 
Global Ecology and Conservation 24 (2020) e01232Contents lis
Global Ecology and Conservation 24 (2020) e01232Contents lisGlobal Ecology and Conservation 24 (2020) e01232Contents lis
Global Ecology and Conservation 24 (2020) e01232Contents lis
 
Akashdeepsinghjandu6 environment
Akashdeepsinghjandu6 environmentAkashdeepsinghjandu6 environment
Akashdeepsinghjandu6 environment
 
Dr.nanyingi ifvm cc_2012
Dr.nanyingi ifvm cc_2012 Dr.nanyingi ifvm cc_2012
Dr.nanyingi ifvm cc_2012
 
Chapt06 lecture
Chapt06 lectureChapt06 lecture
Chapt06 lecture
 
10. ilri 9june2010
10. ilri 9june201010. ilri 9june2010
10. ilri 9june2010
 
Rio+20 and the future of sustainability and disaster risk reduction
Rio+20 and the future of sustainability and disaster risk reductionRio+20 and the future of sustainability and disaster risk reduction
Rio+20 and the future of sustainability and disaster risk reduction
 
Anthropogenic evolution, externalities, and public health
Anthropogenic evolution, externalities, and public healthAnthropogenic evolution, externalities, and public health
Anthropogenic evolution, externalities, and public health
 
Energy, Externalities & ClimateEmissions &
Energy, Externalities & ClimateEmissions &Energy, Externalities & ClimateEmissions &
Energy, Externalities & ClimateEmissions &
 
Michael P Totten GreenATP: APPortunities to catalyze local to global positive...
Michael P Totten GreenATP: APPortunities to catalyze local to global positive...Michael P Totten GreenATP: APPortunities to catalyze local to global positive...
Michael P Totten GreenATP: APPortunities to catalyze local to global positive...
 
Analysis of multi-hazard risk to human life at County Level in the Yangtze Ri...
Analysis of multi-hazard risk to human life at County Level in the Yangtze Ri...Analysis of multi-hazard risk to human life at County Level in the Yangtze Ri...
Analysis of multi-hazard risk to human life at County Level in the Yangtze Ri...
 

More from John Peter @InvasiveNotes Thompson

More from John Peter @InvasiveNotes Thompson (6)

Agricultural & Horticultural World of Bladensburg in the early 19th century
Agricultural & Horticultural World of Bladensburg in the early 19th century Agricultural & Horticultural World of Bladensburg in the early 19th century
Agricultural & Horticultural World of Bladensburg in the early 19th century
 
History of horticulture agriculture USDA BARC 2012
History of horticulture agriculture USDA BARC 2012History of horticulture agriculture USDA BARC 2012
History of horticulture agriculture USDA BARC 2012
 
History of Horticulture Sept 2010
History of Horticulture Sept 2010History of Horticulture Sept 2010
History of Horticulture Sept 2010
 
Alaska Feb 2010 Sustainable Landscape Design
Alaska Feb 2010 Sustainable Landscape DesignAlaska Feb 2010 Sustainable Landscape Design
Alaska Feb 2010 Sustainable Landscape Design
 
Alaska Feb 2010 Invasive Species Issues
Alaska Feb 2010 Invasive Species IssuesAlaska Feb 2010 Invasive Species Issues
Alaska Feb 2010 Invasive Species Issues
 
Influences Of Islam
Influences Of IslamInfluences Of Islam
Influences Of Islam
 

Recently uploaded

IGNOU MSCCFT and PGDCFT Exam Question Pattern: MCFT003 Counselling and Family...
IGNOU MSCCFT and PGDCFT Exam Question Pattern: MCFT003 Counselling and Family...IGNOU MSCCFT and PGDCFT Exam Question Pattern: MCFT003 Counselling and Family...
IGNOU MSCCFT and PGDCFT Exam Question Pattern: MCFT003 Counselling and Family...PsychoTech Services
 
Grant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingGrant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingTechSoup
 
Advanced Views - Calendar View in Odoo 17
Advanced Views - Calendar View in Odoo 17Advanced Views - Calendar View in Odoo 17
Advanced Views - Calendar View in Odoo 17Celine George
 
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...christianmathematics
 
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...Krashi Coaching
 
Arihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdfArihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdfchloefrazer622
 
Sanyam Choudhary Chemistry practical.pdf
Sanyam Choudhary Chemistry practical.pdfSanyam Choudhary Chemistry practical.pdf
Sanyam Choudhary Chemistry practical.pdfsanyamsingh5019
 
Q4-W6-Restating Informational Text Grade 3
Q4-W6-Restating Informational Text Grade 3Q4-W6-Restating Informational Text Grade 3
Q4-W6-Restating Informational Text Grade 3JemimahLaneBuaron
 
9548086042 for call girls in Indira Nagar with room service
9548086042  for call girls in Indira Nagar  with room service9548086042  for call girls in Indira Nagar  with room service
9548086042 for call girls in Indira Nagar with room servicediscovermytutordmt
 
BASLIQ CURRENT LOOKBOOK LOOKBOOK(1) (1).pdf
BASLIQ CURRENT LOOKBOOK  LOOKBOOK(1) (1).pdfBASLIQ CURRENT LOOKBOOK  LOOKBOOK(1) (1).pdf
BASLIQ CURRENT LOOKBOOK LOOKBOOK(1) (1).pdfSoniaTolstoy
 
BAG TECHNIQUE Bag technique-a tool making use of public health bag through wh...
BAG TECHNIQUE Bag technique-a tool making use of public health bag through wh...BAG TECHNIQUE Bag technique-a tool making use of public health bag through wh...
BAG TECHNIQUE Bag technique-a tool making use of public health bag through wh...Sapna Thakur
 
Z Score,T Score, Percential Rank and Box Plot Graph
Z Score,T Score, Percential Rank and Box Plot GraphZ Score,T Score, Percential Rank and Box Plot Graph
Z Score,T Score, Percential Rank and Box Plot GraphThiyagu K
 
Introduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The BasicsIntroduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The BasicsTechSoup
 
Holdier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdfHoldier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdfagholdier
 
microwave assisted reaction. General introduction
microwave assisted reaction. General introductionmicrowave assisted reaction. General introduction
microwave assisted reaction. General introductionMaksud Ahmed
 
Student login on Anyboli platform.helpin
Student login on Anyboli platform.helpinStudent login on Anyboli platform.helpin
Student login on Anyboli platform.helpinRaunakKeshri1
 
fourth grading exam for kindergarten in writing
fourth grading exam for kindergarten in writingfourth grading exam for kindergarten in writing
fourth grading exam for kindergarten in writingTeacherCyreneCayanan
 
Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...
Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...
Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...fonyou31
 

Recently uploaded (20)

IGNOU MSCCFT and PGDCFT Exam Question Pattern: MCFT003 Counselling and Family...
IGNOU MSCCFT and PGDCFT Exam Question Pattern: MCFT003 Counselling and Family...IGNOU MSCCFT and PGDCFT Exam Question Pattern: MCFT003 Counselling and Family...
IGNOU MSCCFT and PGDCFT Exam Question Pattern: MCFT003 Counselling and Family...
 
Grant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingGrant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy Consulting
 
Advanced Views - Calendar View in Odoo 17
Advanced Views - Calendar View in Odoo 17Advanced Views - Calendar View in Odoo 17
Advanced Views - Calendar View in Odoo 17
 
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
 
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
 
Arihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdfArihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdf
 
Sanyam Choudhary Chemistry practical.pdf
Sanyam Choudhary Chemistry practical.pdfSanyam Choudhary Chemistry practical.pdf
Sanyam Choudhary Chemistry practical.pdf
 
Q4-W6-Restating Informational Text Grade 3
Q4-W6-Restating Informational Text Grade 3Q4-W6-Restating Informational Text Grade 3
Q4-W6-Restating Informational Text Grade 3
 
9548086042 for call girls in Indira Nagar with room service
9548086042  for call girls in Indira Nagar  with room service9548086042  for call girls in Indira Nagar  with room service
9548086042 for call girls in Indira Nagar with room service
 
BASLIQ CURRENT LOOKBOOK LOOKBOOK(1) (1).pdf
BASLIQ CURRENT LOOKBOOK  LOOKBOOK(1) (1).pdfBASLIQ CURRENT LOOKBOOK  LOOKBOOK(1) (1).pdf
BASLIQ CURRENT LOOKBOOK LOOKBOOK(1) (1).pdf
 
BAG TECHNIQUE Bag technique-a tool making use of public health bag through wh...
BAG TECHNIQUE Bag technique-a tool making use of public health bag through wh...BAG TECHNIQUE Bag technique-a tool making use of public health bag through wh...
BAG TECHNIQUE Bag technique-a tool making use of public health bag through wh...
 
Z Score,T Score, Percential Rank and Box Plot Graph
Z Score,T Score, Percential Rank and Box Plot GraphZ Score,T Score, Percential Rank and Box Plot Graph
Z Score,T Score, Percential Rank and Box Plot Graph
 
Introduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The BasicsIntroduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The Basics
 
Advance Mobile Application Development class 07
Advance Mobile Application Development class 07Advance Mobile Application Development class 07
Advance Mobile Application Development class 07
 
Holdier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdfHoldier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdf
 
microwave assisted reaction. General introduction
microwave assisted reaction. General introductionmicrowave assisted reaction. General introduction
microwave assisted reaction. General introduction
 
Student login on Anyboli platform.helpin
Student login on Anyboli platform.helpinStudent login on Anyboli platform.helpin
Student login on Anyboli platform.helpin
 
Código Creativo y Arte de Software | Unidad 1
Código Creativo y Arte de Software | Unidad 1Código Creativo y Arte de Software | Unidad 1
Código Creativo y Arte de Software | Unidad 1
 
fourth grading exam for kindergarten in writing
fourth grading exam for kindergarten in writingfourth grading exam for kindergarten in writing
fourth grading exam for kindergarten in writing
 
Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...
Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...
Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...
 

Integrating Ecology, Economics for Invasive Species Management

  • 1. Integrating Ecology, Economics, Policy & Management BIO-ECONOMICS OF INVASIVE SPECIES Presentation based upon book: edited by Reuben P. Keller, David M. Lodge, Mark A. Lewis and Jason F. Shogren UOP 2009 John Peter Thompson 2009
  • 2. WHY BIO-ECONOMICS? Balancing flow of damage, until next control, delaying control, and controlling costs and damages between controls
  • 4.
  • 5. Bringing biology (ecology) & economics together  Framework for endogenous risk http://en.wikipedia.org/wiki/File:Complex-adaptive-system.jpg
  • 6.  manager’s investment in control  investment in prevention (non- exclusive & non-rival consumption)  random uncertainty variable  research in/for the public good  endowed wealth x Q θ Β M Assumptions
  • 7.  probability of a good state of nature, no damage from invasive species  probability of a bad state, damage from invasive species  money equivalent of realized damages  distribution of support bounded by (a,b) research to reduce  control P(Q; θ) 1 - P(Q; θ) D(x; θ) F(θ; β) c(Q, x) Functions
  • 8.  social value of good state of nature  Net wealth  social value bad state of nature  change in damages affect social welfare  V0[m-c(Q, x )] w = m-c(Q, x) V1[m - D(x, θ) -- c(Q, x) V2[m-c(Q, x); D(x; θ)] Functions
  • 9. Bioeconomics of Invasive Species Integrating Ecology, Economics, Policy, and Management Edited by Reuben P. Keller, David M. Lodge, Mark A. Lewis and Jason F. Shogren Endogenous Risk Model Challenges •Irreversibility of outcomes •Uncertainty over time •Timing of investments or action
  • 10. THE ROLE OF UNCERTAINTY
  • 11. “…function generally requires the consideration of opinions of experts or expert groups, of experience gained from comparable problems, and of additional information where necessary…” Linguistic & eco-biological uncertainty “…any study of biological complexity is rooted in the knowledge of biological reality, an expression for possible limit of human knowledge about ontological biological reality…” © Institute of Statics and Dynamics of Structures (TU Dresden) © Copyright by Luis Mateus Rocha 1997 The Smithsonian/NASA Astrophysics Data System
  • 14. MODELS & DECISIONS Uncertainty and the potential of models http://www.gapingvoidgallery.com/images/quality005jGIF.gif
  • 15.
  • 16. Entropy Measuring Uncertainty Our uncertainty is expressed quantitatively by the information which we do not have about the state occupied. Entropy, because it is expressed in terms of probabilities, depends on the observer. One person may have different knowledge of the system from another, and therefore would calculate a different numerical value for entropy. http://www.mtl.mit.edu/Courses/6.050/2003/notes/chapter10.pdf
  • 17. BN = economic benefit of introducing new species Θ = new species VT = annual value of trade in new species α = number of invaders/number of introduced species A = proportional risk assessment D = annual cost of administrating risk assessment Trait based assessment Economic model trait based risk assessmaent Integrating Ecology, Economics, Policy, and Management Edited by Reuben P. Keller, David M. Lodge, Mark A. Lewis and Jason F. Shogren
  • 18. Models “How much population biology is needed to manage invasive species?” (Simberloff 2003) •Niche •Gravity •Random utility •Reaction-diffusion •Spatial-phenemological •
  • 19. Behaviorchoices inadynamic system x(t) = u(t)= du/dt= •time dependent state variable (invader abundance) •control strategies in aggregation •change in abundance to the change in control strategies Integrating Ecology, Economics, Policy, and Management Edited by Reuben P. Keller, David M. Lodge, Mark A. Lewis and Jason F. Shogren
  • 21.
  • 23. • Freedom to innovate • Objectivity • Comprehensiveness • Openness/Transpare ncy • Simplicity  Shift the burden of proof  Scientific uncertainty  Recognize diverse positions  Least-harmful solution  Duty to take action
  • 24. Science alone does not set management or policy goals, but informs them Translate research into user-friendly language Create personal networks Change is not instantaneous Focus on the immediately relevant