my courses maria carmen lemos - usp · 2017-07-12 · •great lakes cities climate adaptation...

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Maria Carmen Lemos School of Natural Resources and Environment University of Michigan My Research My broad research interests are related to the human dimensions of global environmental and climate change and social studies of science. I am particularly interested in understanding: (a) the use of technoscientific information, especially climate information in building adaptive capacity in different sectors (water, agriculture, disaster response) in different countries (Brazil, U.S.). (b) the impact of technocratic decisionmaking on issues of democracy and equity; (c) the relative importance of generic AC and specific risk management in reducing overall vulnerability; (d) the co- production of science and policy, especially the mechanisms that explain and foster the usability of scientific information. My Courses Climate and Development (NRE555): graduate seminar focusing on intersection between politics, development and climate responses in the global south. Research Paradigms (for PhD Students) Adaptation and Development (ENVIRON321). Lecture class focusing on climate adaptation in less developed regions My Projects Great Lakes Integrated Scientific Assessment—GLISA (NOAA) Water Sustainability and Climate—WSC (NSF) Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) The relative importance of generic vs. specific capacity in addressing drought vulnerability in NE Brazil (NSF) U2U: Transforming Climate Variability and Change Information for Cereal Crop Producers (USDA) BSc. Economics; MSc. In Poli ti cal Science; PhD i n Poli ti cal Science (Science, Technology and Society)

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Page 1: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

Maria Carmen Lemos School of Natural Resources and Environment

University of Michigan

My Research

My broad research interests are related to the human dimensions of global environmental and climate change and social studies of science. I am

particularly interested in understanding: (a) the use of technoscientific information, especially climate information in building adaptive capacity in

different sectors (water, agriculture, disaster response) in different countries (Brazil, U.S.). (b) the impact of technocratic decisionmaking on issues of democracy and equity; (c) the relative importance of generic AC

and specific risk management in reducing overall vulnerability; (d) the co-production of science and policy, especially the mechanisms that explain

and foster the usability of scientific information.

My Courses

• Climate and Development (NRE555): graduate seminar focusing on intersection between politics, development and climate responses in the

global south.

• Research Paradigms (for PhD Students)

• Adaptation and Development (ENVIRON321). Lecture class focusing on climate adaptation in less developed regions

My Projects •Great Lakes Integrated Scientific Assessment—GLISA (NOAA) •Water Sustainability and Climate—WSC (NSF) •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance of generic vs. specific capacity in addressing drought vulnerability in NE Brazil (NSF) •U2U: Transforming Climate Variability and Change Information for Cereal Crop Producers (USDA)

BSc. Economics; MSc. In Political Science; PhD in Political Science (Science, Technology and Society)

Page 2: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

What I learned from my mentor

What I learned from life and other important people

What I learned about myself

Steve

Diana

Happy great-grand mentorees, hopefully

Maria Carmen

Page 3: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

BUILDING ADAPTIVE CAPACITY TO CLIMATE IMPACT

Maria Carmen Lemos

School of Natural Resources and Environment

University of Michigan

Page 4: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

Outline

• Development and Climate Impact

• Vulnerability and ACs

• Models of science usability

• Knowledge and capacity building

• Bangladesh, NE Brazil

• Conclusions

Page 5: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

DEVELOPMENT/ UNDERDEVELOPMENT

Page 6: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

What is development?

• at micro level: the process whereby individuals gain greater freedom and choices to make decisions about their lives;

• at macro level: human relationships are transformed and there is a new basis for human interactions. Connects with social (a different demography-urban/rural; occupational structure, development of networks and social relations), economic (rates of growth, per capita incomes, technological innovation), political (rule of law, democratic decision making), and cultural (literacy/education) realms.

Page 7: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

Distributional Effects

Page 8: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

Distribution of health impacts

Page 9: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

Map showing countries shaded by their position in the Happy Planet Index (2006). The highest-ranked countries are bright green; the lowest are brown

Page 10: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

Question:

• How is development related to happiness?

Page 11: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

Development

About solving perceived social problems

• Poverty Economic growth (GDP)

• Inequality Human development (HDI)

• Environmental Degradation sustainable development

Page 12: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

What is Next? Adaptive Development

Page 13: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

Climate Vulnerability

The propensity or predisposition to be adversely affected.

Vulnerability is a function of exposure (E), sensitivity (S) and adaptive capacity (AC)

V = V (E , S , AC)

Source IPCC

Page 14: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

Definitions (IPCC-AR5)

Exposure: The presence of people, livelihoods, species or ecosystems, environmental services and resources, infrastructure, or economic, social, or cultural assets in places that could be adversely affected (e.g., climate variability and change).

Sensitivity: the degree to which a system is affected, either

adversely or beneficially. Adaptive Capacity: The ability of systems, institutions,

humans, and other organisms to adjust to potential damage, to take advantage of opportunities, or to respond.

Page 15: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

Determinant: Encompasses:

Human capital Knowledge (scientific, “local”, technical, political), education levels, health, individual risk perception, labor

Information & Technology Communication networks, freedom of expression, technology transfer and data exchange, innovation capacity, early warning systems, technological relevance

Material resources and infrastructure

Transport, water infrastructure, buildings, sanitation, energy supply and management, environmental quality

Organization and social capital State-civil society relations, local coping networks, social mobilization, density of institutional relationships

Political capital Modes of governance, leadership legitimacy, participation, decentralization, decision and management capacity, sovereignty

Wealth & financial capital Income and wealth distribution, economic marginalization, accessibility and availability of financial instruments (insurance, credit), fiscal incentives for risk management

Institutions and entitlements

Informal and formal rules for resource conservation, risk management, regional planning, participation, information dissemination, technological innovation, property rights

and risk sharing mechanisms

Eakin and Lemos 2005

Page 16: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

Adaptive Capacity

• Latent

• Difficult to measure

• The more you have, the better off you are????

Page 17: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

The Critical Relationship

• In less developed regions there is a direct relationship between building adaptive capacity and development.

• …many of the causes of vulnerability are directly connected to development deficits…

• Implications for global distribution of resources for adaptation.

Page 18: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

Generic & Specific Capacity

Generic Adaptive Capacity: Capitals or assets available to a system at risk (e.g. household, city, watershed)

Example: Universal access to education and health, political and social capital, natural capital and institutions.

Specific Capacity: Assets and capital that a system can deploy to manage specific risk.

Example: Adaptation technology, climate knowledge, social innovation and specific interventions that mitigate sensitivity to a particular climate threat (e.g. early warnings, climate scenarios, disaster, insurance, irrigation).

Page 19: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

Question

• What is the relationship between generic and specific capacity?

Page 20: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

Ability to benefit from Specific AC may be contingent to minimum generic AC

Generic

Specific

Generic

Specific

Higher AC

Overreliance on cash transfers may crowd out other solutions, result in rigidity (lock in) and complacency

Lower AC

Page 21: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

Positive and negative feedbacks between generic and specific adaptive capacity

Generic Adaptive Capacity

Spe

cifi

c A

dap

tive

Cap

aci

ty

Minimum level of generic AC allows one to benefit from specific AC (Lemos 2007), forming a positive feedback for total AC.

Overreliance on generic AC such as cash transfers may crowd out other solutions, resulting in rigidity (lock-in) or complacency (Morduch 1999).

Ultimately, this negative feedback can potentially lower total AC.

Lemos et al. 2013

Page 23: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

Question

• How do gender relations affect disaster vulnerability in Bangladesh?

Page 24: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

Generic and specific AC heuristic model

Hig

h

Low

Ge

ne

ric

Ca

pac

ity

High Low Specific Capacity

Safe Development

Paradox

Sustainable, Adaptive

Development

Poverty Traps

(coping, lock in)

Safety First

Eakin, Lemos and Nelson 2014

Page 25: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

Question: what is sustainable, adaptive development?

• Groups of 5 each. Think about examples of combinations of generic and specific capacity that can produce sustainable adaptation to avoid these undesirable outcomes

– Safe development paradigm

– Safety first

– Poverty trap

Page 26: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

How do we increase capacities?

The role of climate Knowledge

Lemos, Kirchhoff & Ramparasad 2012 Lemos et al. 2014

Page 27: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

Knowledge (SGK), governance and Adaptive Capacity

More knowledge

Better decisions

knowledge is available, accessible, and equitably distributed

System more adaptive

Page 28: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

Production of useful

information

Information needs

and potential for adoption

Poor fi t and Interplay and

low interaction constrain usability

b.

c.

Usable information

Production of

useful information

Information needs

and potential for adoption

Transition space

Interaction efforts, retailing, value adding and customization

improve usability

Page 29: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

Useful Usable Used

Co-production space

Factors across the production-use range Stakeholder Interaction/collaboration/Iteration Salient, Credible, Legitimate Customization, communication, visualization, value-adding, retailing Purposefulness, social learning, adaptive governance of and across boundaries, Boundary organizations, boundary objects and spanning Evaluation, Decision Science, Translational science, Policy Sciences

Page 30: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

Science Society

Climate Science

Information Users GLISA

Boundary Organization

Figure 1. Traditional Boundary Organization Arrangement

Transaction costs: financial, time, trust building, legitimacy, reach, etc.

What to do?

Page 31: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

Climate Science GLISA

Boundary Organization

Information Users

Boundary Organization

Figure 3. Linked Chain Arrangement

Page 32: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

Figure 4. Networked Chain Arrangement

Climate Science GLISA Boundary

Organization

Information Users

Boundary Organization

Page 33: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

Tale One: NE Brazil Water

But is all knowledge good?

Page 34: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance
Page 35: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

High

Low

High

Higher levels of adaptive capacity

Technocratic Insulation

Low

Potential for ill informed decisions

Maladaptation

Knowledge

Governance/democracy

Page 36: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

The Role of Money

Tale 2: NE Brazil farmers’ vulnerability

Lemos et al. (2013)

Eakin, Lemos and Nelson (2014)

Nelson et al. 2016

Page 37: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

NE BRASIL

Page 38: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

Farmers supplement their diets with cactus plants .

Sebastiāo Salgado

Page 39: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

Farmers building a dam as part of the government emergency work front program Sebastiāo Salgado

Page 41: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

How does social reform (Bolsa Familia) influence AC?

• Relationship between poverty and vulnerability

• Conditional cash transfer program (income, health, education)

• Relationship between social reform and risk management (specific drought emergency programs)

Page 42: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

Implications of Bolsa Familia

• Shifting resources from traditional emergency interventions (work fronts; food baskets, water trucks) to poverty reduction programs as a way to increase overall AC

• Alternative risk management interventions – Small crop insurance – Access to drought resistant seed and animal feed – Additional income in case of drought

• Long-term transformation

– From a vicious to a virtuous cycle

Page 43: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

Question:

How do politics interact with drought?

Page 44: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

Politicians exchange placement in these programs (e.g. work fronts, carros pipa,

etc.) for votes

Because these programs address

only the symptoms and not the causes of vulnerability, they fail

to build long term resilience

Politicians, dependent on

clientelism to survive politically, have little incentive to build AC

and poor dwellers remain vulnerable.

Drought affects vulnerable rural

dwellers who then depend on state sponsored risk management

programs to survive

Vicious cycle (“drought industry”)

Page 45: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

Increased ability to take advantage of

risk management

Decreased vulnerability

and dependence on

clientelism

Community empowerment, education and

political reform

Increased generic capacity

through social programs

Virtuous Cycle (adaptive development?)

Page 46: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

Impact:

• 10.6 million affected

• R$ 3,6 billion in crop losses

• R$ 12.6 billion spent in emergency and structural works, and special credit lines

• Climate change?

Page 47: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

Ceará, Brazil

• 480 interviews per year (1998 and 2012); 80 per municipio, representing six agroecological zones

• 170 interviews in 2014 in two municipios (Boa Viagem and Parambu)—panel data

Page 48: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

Ceará: Social Indicators

Source: IBGE/PNAD, SEDUC, SESA, Government of the State of Ceará, 2000, 2010 Notes: (1) 1986

(2) the rate for 1997 is 42/1,000 (3) (Folke and T. Hahn) 1985 (4) (Folke and T. Hahn) 2004 (5) % of the population over 15 years old

Page 49: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

Changes in Generic Capacities

3,49%

14,95%

0,00%

5,00%

10,00%

15,00%

20,00%

25,00%

1998 2012

Percentage of Adults with High School Education

Barbalha Limoeiro do

Norte

Parambu Boa Viagem

Itarema Guaraciaba do

Norte

Total

2012

1998

15

10

5

0

20

25%

Page 50: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

Changes in Generic Capacities

0,0% 10,0% 20,0% 30,0% 40,0% 50,0% 60,0% 70,0% 80,0% 90,0%

Limoeiro do Norte

Barbalha

Parambu

Boa Viagem

Itarema

Guaraciaba do Norte

TOTAL:

1998

2012

Percentage Households Owning Transportation

Mu

nic

ípio

Percentage of Households Owning a Car or Motorcycle Percentage of Households Owning a Car or Motorcycle

Itarema

Total

Limoeiro do Norte

Barbalha

Parambu

Boa Viagem

Guaraciaba do Norte

2012

1998

90 80 70 60 50 40 30 20 10 0%

(%)

Page 51: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

Two analyses

• Comparison between 1998-2012 especially focusing on the role of anti-poverty intervention in level of vulnerability (measured as food security).

• Focus on 2012-present drought and understanding the relationship between generic and specific capacities in modulating vulnerability among households

Page 52: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

1998-2012 between droughts

• Although drought was comparable or less in four sites (with higher levels of poverty overall), households are more food insecure in 2012 than they were in 1998, despite overall higher income.

• Two more affluent sites where drought was more severe in 2012 reported similar rates of food insecurity for both years. Both sets of results may suggest that combinations of different capacities maybe critical.

Page 53: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

Food Insecure HH 1998 2012

4 7

2

38

18

36

17 18

45

35

29

24

Limoeiro doNorte

Barbalha Parambu Boa Viagem Itarema Guaraciabado Norte

1998 2012

Page 54: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

2012

• Goal: how different kinds of capacity (generic and specific) shape the vulnerability of poor agricultural households

• Specifically:

– 1) the relative importance of different kinds of capacity in shaping vulnerability on these households and

– 2) how the level of generic capacities may influence the access to specific ones (synergy).

Page 55: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

2012: relative capacities

• relatively higher levels of generic capacity (in terms of income in general, and climate-neutral income specifically) are associated with relatively higher levels of specific capacity (irrigation). Access to irrigation is associated with higher levels of food security, but is irrigation the solution?

• Is money? Interestingly, having income from Bolsa Família did not appear to have a substantial significant impact on food insecurity, notwithstanding the celebrated role in poverty reduction.

• Is it about how much income (generic) would it take to replace risk management? But patterns of investment and spending among our households are worrisome in terms of food security.

Page 56: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

Discussion: What if you were in their shoes? What would you do?

• Groups of five each playing:

1. Federal politician 2. Local politician 3. Policy maker 4. Farmer 5. The son/daughter of a farmer 6. NGO

Page 58: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

Conclusions Our results suggest that higher GC maybe a necessary but insufficient condition to manage risk adaptively, that is, it is not only about human development but also specific responses

• The character of rural livelihoods has been shifting

– Steady shift in migration patterns (from seasonal to economic

– Emergence of ‘new problems’: violence, drugs, fraud, indebtedness

• Policy Implications – Focus on risk management? – Seeds for longterm transformation?

Page 59: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

Thank you!

Page 60: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

Test Results

ANOVA for Generic Adaptive Capacity by 1998 and 2012*

* To achieve the normality assumption, the log transformation is applied to the variables of Per Capita Annual Income and Per Capita Livestock Assets

1998 2012

Mean SD Mean SD F-test P-value

Generic Adaptive Capacity

Per Capita Annual Income 5.89 1.04 6.66 1.06 120.77 0.00

Vulnerable 5.46 1.07 6.25 1.01

Not Vulnerable 6.01 1.00 6.89 1.01

Per Capita Livestock Assets 0.80 1.04 0.66 1.05 4.43 0.04

% Income from Social Security 0.29 0.41 0.36 0.43 6.83 0.01

Consumer goods index 0.13 0.12 0.27 0.12 354.84 0.00

Page 61: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

Model Results

Logistic Generalized Linear Model

Dependent Variable: Vulnerability

Variable Coeff. SE P-Value

Panel of Year

1998 -1.65 0.63 0.00

2012 -- -- --

Municipio

Limoeiro do Norte -1.02 0.34 0.00

Barbalha -1.13 0.30 0.00

Parambu -0.58 0.28 0.04

Boa Viagem 0.43 0.28 0.12

Itarema -0.60 0.28 0.03

Guaraciaba do Norte -- -- --

Generic & Specific Adaptive Capacity

Per Capita Annual Income -0.39 0.10 0.00

Per Capita Livestock Assets -0.31 0.10 0.00

Dependability of irrigation -0.81 0.34 0.02

% Income from Social Security -0.45 0.24 0.06

Consumer goods index -2.09 0.95 0.03

Interaction

Panel dependability of irrigation 1.05 0.51 0.04

Page 62: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

Comparisons of Indicators for Food Insecure HH

Household-level Indicators 1998 (n=105)

2012 (n=168)

T-test/χ2-test* (p-value)

Generic Capacities

% of Owned a car of motorcycle 12.5 53.0 44.902* (p<0.001)

Mean of Dependency ratio 0.339 0.478 4.618 (p<0.001)

Mean % of adults with high school degree 0.012 0.114 5.635 (p<0.001)

Specific Capacities

% of Had irrigation 11.7 11.0 0.029* (p=.865)

% of Use Agricultural Technology 17.1 25.6 2.660* (p=.104)

Mean of income sources per capital 0.371 0.592 5.466 (p<.001)

Page 63: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

Results

0

0,1

0,2

0,3

0,4

0,5

0,6

0,7

0,8

2012 (1)1998 (0)

Dependability of Irrigation Source

1 0

Probability of Being Vulnerable

Page 64: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

1998 & 2012 Total Income

Brazilian Real

Page 65: My Courses Maria Carmen Lemos - USP · 2017-07-12 · •Great Lakes Cities Climate Adaptation Integrated Assessment (GLCCAIA). (GESI and Kresge Foundation) •The relative importance

The Critical Relationship

• In less developed regions there is a direct relationship between building adaptive capacity and development.

• …many of the causes of vulnerability are directly connected to development deficits…

• Implications for global distribution of resources for adaptation.