climate change and environmental management services · 2014-08-17 · climate change and...
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Climate Change and Environmental Management ServicesBy Weather Risk in collaboration with Basix
Team Expertise Experience
Dr.Ashwini Kumar
Bohara
Climate Scientist and Weather
Forecaster
30 + years experience in climate
science
Dr. Kanti Prasad Climate Scientist and Weather
Forecaster
30 + years experience in climate
science
Dr. Pradhan Parth
Sarathi
Climate Scientist 20+ years experience in Climate science
Dr.Saleemul Huq Climate Change Specialist 30+ years of experience in Climate
Change Management
Dr. Sanjib Kr. Bora Veterinary Livestock Insurance Expert 30+ years of experience
Mr.Arijit Datta Agriculturist 30+ years experience in Agricultural
Livelihoods
Team Expertise Experience
Mr. Pradeep Singh Agriculturist 20+ years of experience.
Mr. Karthik Kumar Agriculture Statistics 10+ years of experience.
Mr.Birendra Narain Thakur Hydrologist and Irrigation 30+ years experience
Mr.Sonu Agrawal Technologist and Atmospheric 15+ years of experience
Mr.Anuj Kumbhat Agriculture Insurance 15+ years of experience
Mr.Satheesh Arijillii Micro Finance and Micro Insurance
specialist
15+ years of experience
Dr. Rajendra Prasad Gautam Training Need Assessment 15+ years of experience
Ms. Nisha Kumari Project Manager 5+ years of experience
CONTENT
Components of Environmental Profiling
CASE STUDY 1- SPATIO Temporal Landscape modelling for natural hazard vulnerability analysis in select watershed areas of Central Western Ghat
CASE STUDY 2- Flood Disaster Risk Management: Gorakhpur Case Study Training Module
Climate Change and Vulnerability Analysis
Components of Environmental Profiling
Environmental Profiling
Physical Environme
nt
Biodiversity and forest
Socio‐economic envir
onment
Natural disasters and
hazards
Components of Environmental Profiling
Physical Environment Biodiversity and forest Socio‐economic environme
nt
Natural disasters and hazards
Climate- seasons, rainfall , temperature, wind speed and frequency
Soils- type/ composition
Topography-
Surface shapes and features
Soil degradation
Land use pattern
Arable land
Water resources
Wetlands
Protected area- national parks
Forest area and biodiversity
Biodiversity of wetlands
Biodiversity in agricultural systems
Pastoral land
Wooded areas
Population and economy
Human settlements
Energy and transport
Agriculture and animal husbandry
Pollution- Source
Natural disasters-drought, torrential rains, flooding, landslides, earthquakes, volcanic eruptions and wild bush fires
Man‐induced disasters
Conflicts and wars and
Deforestation
Other catastrophes
Diseases and pests
Risks of explosion, accident and fire
SPATIO Temporal Landscape modelling for natural hazard vulnerability analysis in select watershed areas of Central Western Ghat
CASE STUDY-1
CITATIONo T. V. Ramachandra, Senior
Member, IEEE,
o Anindita Dasgupta,
o Uttam Kumar, Student
Member, IEEE,
o Bharath H Aithal, Student
Member, IEEE,
o P. G. Diwakar and
o N. V. Joshi
Facts
If the vegetative areas of the geography is cleared, the water retaining
capacity of the soil will decrease, triggering landslides in those areas.
Hence, there is a immediate need to restore those vegetative by
forestation to ensure that the soil is retained on the hill slopes and do
not activate any downward movement of the hill tops.
Natural disasters have drastically increased over the last decades. National, state and local government including NGOs are concerned with the loss of human life and damage to property caused by natural disasters. The trend of increasing incidences of landslides occurrence is expected to continue in the next decades due to
Urbanisation,
continued anthropogenic activities,
deforestation in the name of development and
increased regional precipitation in landslide-prone areas due to changing climatic patterns
SPATIO Temporal Landscape modelling for natural hazard vulnerability analysis in select
watershed areas of Central Western Ghat
Study area and data geo-climatic data
Identify location and type of forest, extent of forest, quantify the forest fragmentation
Predicting the probable landslide areas
GENERATE BASE LAYERS – district and taluk boundaries, water bodies, drainage network, etc.
Field data can be collected with a handheld GPS.
Environmental data such as precipitation of wettest month
Mapping of greenery using normalised difference vegetation index (NDVI)
Mapping of water bodies using normalised difference water index (NDWI)
historical data on vegetation and water bodies
Identify landslide occurrence points obtained from ground using handheld GPS overlaid on the classified image of the district
Forest fragmentation map based on Remote Sensing data
(inference could be drawn-This map indicates that hill slopes with undulating terrain and less vegetation cover (patch, transitional and edge forest) are more susceptible to landslides compared to the district which has relatively flat terrain with large area utilised under agricultural practices.
Validation of the probability distribution of the landslide prone areas by overlaying landslide occurrence points
Assessment and quantifying forest fragmentation caused due to anthropogenic disturbances
Natural Hazard Modelling Process
SPATIO Temporal Landscape modelling for natural hazard vulnerability analysis in select
watershed areas of Central Western Ghat
Conclusion
Landslides occur when masses of rock, earth or debris move down a slope. Mudslides, debris flows or mudflows, are common type of fast-moving landslides that tend to flow in channels. These are caused by disturbances in the natural stability of a slope, which are triggered by high intensity rains. The primary criteria that influence landslides are precipitation intensity, slope, soil type, elevation, vegetation cover and LC type.
In this paper, LU analyses along with forest fragmentation were carried out for five perennial watersheds of Uttara Kannada district. SVM was used to generate probable landslide map. By overlaying the fragmentation map on the landslide probable map, past and future occurrences of landslides can be visualised. It is also evident that degradation of forest and LC change is an important factor that is not only responsible for triggering landslides, but also a major contributor to global warming, climate change, natural resource depletion and consequent detrimental effect on our environment.
SPATIO Temporal Landscape modelling for natural hazard vulnerability analysis in select
watershed areas of Central Western Ghat
Acknowledgment
The environmental layers were obtained from WorldClim - Global Climate Data. NRSA, Hyderabad provided the LISS IV data used for land cover analysis.
We thank USGS Earth Resources Observation and Science (EROS) Center for providing the environmental layers and Global Land Cover Facility (GLCF) for facilitating the Landsat images and Land Cover Change product.
Sl. No. Data Source
1 Environmental layers WorldClim - Global Climate Data
2 data used for land cover analysis. NRSA, Hyderabad
3 environmental layers USGS Earth Resources Observation
and Science (EROS) Center
4 facilitating the Landsat images and
Land Cover Change product.
Global Land Cover Facility (GLCF)
SPATIO Temporal Landscape modelling for natural hazard vulnerability analysis in select
watershed areas of Central Western Ghat
Flood Disaster Risk Management: Gorakhpur Case StudyTraining ModuleCASE STUDY-2
CITATIONo Anil K. Gupta,
o Sreeja S. Nair
o Shiraz A. Wajih and
o Sunanda Dey
Objective: Study floods, their impacts, and
the management perspectives and solutions for adapting to
floods
Introduction
Objective of project :
Study floods, their impacts, and the management perspectives and solutions for adapting to floods
Special focus has been given on interventions of Gorakhpur Environmental Action Group (GEAG) in flood disaster risk reduction which has helped the local communities in assessing the ground realities and building resilience to floods in future.
Salient features of this module:
Comprehensive study of Gorakhpur floods
Field based data analysis and interpretation
Localised adaptations and solutions relevant to native communities
Good understanding of concepts and themes related to floods
Indian example for fighting flood menace
Flood Disaster Risk Management: Gorakhpur Case Study
Process Flow of Study
Demographic and agro-geo-climatic settings: Trans-Saryu region
(Eastern Uttar Pradesh)
• Agro-ecological setting
• Socio-economic profile
Flood hazards: History, trends and impacts
• Flood frequency and ethno-history of flooding
• Impacts of flooding on community*
• Prioritising Problems*
Vulnerability analysis
Impacts of flooding on community
include -Livelihood system, Health and
sanitation, Drinking water, Impacts on
women, Lack of access to services and
transport
Flood Disaster Risk Management: Gorakhpur Case Study
Prioritising problems*
EX:
First: Loss of commodities and property due to collapsed homes, lack of sanitary facilities, lack of food
Second: Evacuation, lack of fuel
Third: Lack of drinking water, health and disease concerns (both for humans and cattle) shelter
When attempting to identify the problems faced by a community, that the men only be consulted,
and hence that solutions be male biased. This is true during times of disaster as well, and thus the
problems, priorities and needs of women are neglected. As a result, it is necessary to involve
women in disaster planning and development and to ensure an effective communication and
information system to help them address their situation, needs and priorities
Flood Disaster Risk Management: Gorakhpur Case Study
Vulnerability Analysis
Socio-economic Vulnerability
• Damage to agricultural land and property, health
Financial Vulnerability
• Financial loss due to loss of Crop, Wage, Additional Expenditures, House Damages, Asset Damages etc.
Material Vulnerabilities-
• Loss of livelihood opportunities
• Risk of recovery
Institutional Vulnerability
• Social obligations and proportion of dependents in the household
• Support function of the quality of governance in a society
• Access to relief services by the community
Attitudinal Vulnerability
• Sense of empowerment
• Proximity to local and regional power structures
• People's knowledge about and attitude towards potential hazards
Spatial Vulnerability
• Risk of soil erosion, sand deposition, river flooding and water logging due to spatial location of village/ land
Flood Disaster Risk Management: Gorakhpur Case Study
Socio-economic vulnerability
Socio-economic vulnerability
damage to agricultural land and property, resulting in lost livelihoods for those dependent on the farming sector.
Extent a house is damaged during floods
housing structure
assets inside the house.
Access to potable water
waterborne and gastro-intestinal diseases
Sanitation facilities
Poor sanitation leads to an increase in cholera and gastrointestinal diseases, exacerbated during floods
Water logging leads to increases in vector borne diseases such as malaria affecting both humans and livestock.
Floods cause enormous hardships to all people, but especially to women, children and the aged.
Women suffer from reproductive health problems arising from flood conditions. Their workloads
are increased and they are challenged to meet basic needs of their families, such as obtaining
water or food. Additionally, situations for women's personal hygiene and sanitation are
compromised during flood situations.
Flood Disaster Risk Management: Gorakhpur Case Study
Financial vulnerability
and
Spatial vulnerability
Financial vulnerability
Crop Losses
Total Wage Losses
Additional Expenditures
House Damages
Asset Damages
Spatial vulnerability
Villages located close to the River or the embankments are vulnerable to erosion, sand deposition, river flooding and water logging
It is generally the poor and low caste whose land and homes are situated in low-lying areas close to the rivers, especially in flood prone areas.
These villages lack the most basic infrastructure, such as roads, and due to water logging and/or regular deep flooding, most of their lands have become unfit for cultivation.
Flood Disaster Risk Management: Gorakhpur Case Study
Material vulnerabilities-
Exposure to specific hazards is a component of material vulnerability, but only a component and not the whole picture. Attention has to be on the social in addition to the physical component as well.
Indicator Discription
Formal education Formal education, as a driver of vulnerability is considered, as
this may be a factor for gaining access to livelihood opportunities
and facilities both in rural and urban areas, although the degree of
importance may differ.
Liquidity of assets Liquidity of assets can be important in terms of helping recovery.
For example, maintenance and selling of farm animals to recover
from flood damage is often an important component of recovery.
It may also include sale of valuable items, e.g., jewellery, scooters,
land etc. However, sale of these assets in some cases can seriously
undermine the resource picture and mobility of the household.
Flood Disaster Risk Management: Gorakhpur Case Study
Institutional vulnerability-
Indicator Discription
Extra-local kinship ties Extra-local kinship ties, although important, are difficult to assess in
terms of their quality. However, there is also evidence that sometimes,
extra-local family members are either unable or unwilling to extend
significant help to disaster victims, possibly because of their own
precarious livelihood situations, and can at times become a burden in
terms of social obligations rather than an asset.
The proportion of
dependents in the
household
The proportion of dependents in the household is similarly
considered to be an institutional vulnerability because the effects of it
are institutionally mediated. Having a large family by itself is not a bad
thing, because of the extra labour that comes with large families in
rural settings. But dependents, particularly young children and the
elderly, in the absence of social systems for taking care of them, can
be a drain on family resources.
The infrastructural
measures
The infrastructural measures are similarly listed as institutional
vulnerability, because they are a function of the quality of governance
in a society. Warning systems are a special case where just the
existence of a warning system is not sufficient, but rather its
credibility and awareness is just as important.
Ethnic minority and/or
a lower caste
ethnic minority and/or a lower caste can be an important factor in
determining vulnerability. Similarly, for ethnic or religious minorities,
sometimes specialized networks can facilitate access to resources for
relief and recovery in addition to employment and education
opportunities.
Social networks and social
capital have been deemed to
be important contributors to
building resilience and helping
recovery from hazards
particularly since they can be
conduits for information,
preparedness, relief and
recovery.
Flood Disaster Risk Management: Gorakhpur Case Study
Attitudinal vulnerability-
Indicator Discription
Sense of
empowerment
Among the attitudinal vulnerabilities, sense of empowerment is
considered to be the key category.
Proximity to local and
regional power
structures
Proximity to local and regional power structures in addition to
a personal sense of efficacy—all self perceived—is evidence of a
sense of empowerment in the face of adversity.
Proximity to power structures can be very effective in terms of
channelling relief and recovery in the aftermath of disasters and
even gaining access to government services in addition to critical
productive resources which otherwise may not be possible for
disadvantaged poor, minority or low caste groups.
People's knowledge
about and attitude
towards potential
hazards
People's knowledge about and attitude towards potential hazards
can also be critical in determining behaviour and vulnerability to
hazards.
Flood Disaster Risk Management: Gorakhpur Case Study
Community led village flood risk management plans
Coping mechanisms
Problem prioritization
Accessibility map
Flood mapping
Basic services mapping (to be mounted on social map)
Venn diagrams: (Availability and accessibility to services)
Social mapping of the village
Flood Disaster Risk Management: Gorakhpur Case Study
Social mapping of the village
The social map usually gives following information:
How the village is inhabited
Lanes, roads, embankments (mud, brick)
Houses (mud, brick, huts)
Drinking water sources
Electric connection
Community places (temple, health post, school, Public
Distribution System (PDS), shops, Panchayat building)
Caste/religion wise inhabitation/ settlement pattern
• It is a participatory exercise, where community can come forward and actively engage in providing necessary inputs.
• Villagers draw an outline on the ground or chart paper (with the help of a stick/stone or ink marker) showing the place (school, temple or any
place) where everybody is sitting. The adjacent place is also drawn and gradually pen or stick is given to community members who draw adjacent
lanes, houses etc.
Inferences:
• Population: Men, women, children
• Caste structures, number of houses and locations
• Kucha/ Pucca houses
• Occupational patters
• Linkage with services/markets
• Common places (school, community building, Panchayat building etc).
• Cattle
• Other livelihood patterns
• Links of village with roads, markets, bank etc
Venn diagrams
The diagram may provide following information:
• Presence and effectiveness of various departments,
institutions and services.
• Influential persons
• Decision making system in village
Inferences
• Available services (health, education, agricultural inputs, PDS,
bank, Veterinary etc) and linked institutions (PHC, Tehsil,
Lekhpal, Block etc.) during normal, disaster and post disaster
time periods.
• Resources related to disasters (embankments, boats, shelter
homes, floods posts etc).
• Relative effectiveness and usability of the services/institutions.
Cut small circular cards and ask community about the most effective services/ institutions/ resources for managing floods. This is
shown by larger circles. The other services and institutions are asked and according to their effectiveness they are given size of card.
One card showing village is kept in the center and community is asked to place other cards near or far from the village card according
to their physical distances. The reasons for effectiveness and ineffectiveness of services/resources/institutions should be discussed.
Basic services mapping
Inferences
• Households having electric connection
• Households having TV/radio sets
• Community and private hand pumps
• Houses having boats and vehicles
Ask the community members to show the basic services
and their locations on the social map. Different colors
may be used to show different services
Flood mapping
• Ask the community to draw major roads, embankments, rivers,
streams in the vicinity of village which influence the flooding of
village, in some way or the other.
• Let the community explain and mark with arrows how and why
water enters in the village.
• What are blocks in the vicinity which cause water logging, duration
of water logging.
• Ask the community about their `Alarm Criteria' (what level/
reach/ direction of water indicates warnings).
• Ask the community to draw contour line for the water level
(submergence of village) for the highest, medium and lowest
floods, on a recall basis during major flood events.
• The three contour lines, as above may be drawn with different
colors. This will help in identifying the areas of village
submerged/saved during extreme and moderate floods.
Done with community people on the issue of disaster preparedness and planning after analyzing their village
surroundings/geographical topography
This exercise is conducted with 3-4 elderly men and women. They are asked to remember and tell the most devastating disasters in the village. They
may not remember exact dates and year of the events. This may be related with other events like ‗when the first electric connection was given to
village‘, ‗when Gandhi ji came to our village‘, ‗when plague affected the village‘ etc.
Inferences
• Major floods and disasters in the village and the respective
years.
• Trends in occurrence of disaster and its effects.
• Reasons for escalating effects if any.
Accessibility map
• A route map shows the accessibility of escape routes during
flood when the village is partially/completely marooned.
• The route should guide links with major roads as well as
movement within the village.
• The road and water routes will be helpful in evacuation/relief
operations as well as help in accessibility to markets, flood
posts, emergency health services etc.
• Social Map is drawn at the center of a chart paper. Then ask
the community to draw major roads, embankments, rivers and
streams in the vicinity of village.
• Next ask the community to draw the road and water routes
used during floods. They may be asked to emphasize on the
routes which can be used by ordinary boats and heavy boats
(Steamers etc.).
Problem prioritization
The purpose of the exercise to know the problems faced by affected communities in different phase of disaster cycle viz. pre, during and post disaster periods.
This is a group exercise through which it becomes clear that what are the main problems faced by the group and which ones affect maximum number of people.
First the community group identifies various problems which affect the people due to flood/disaster. These problems are written on cards (one problem- one card). Each problem is comparatively discussed and provided a score (out of maximum 10).
In this way 10 is the biggest problem and 1 is the least problem. Each problem gets a number according to its priority.
The reasons for such prioritization should be discussed.
The problem prioritization should be done separately for pre, during and post disaster (flood) periods.
Inferences:
• The problems and its priorities.
• Variation in problems during different periods viz. pre, during and
post disaster.
• Actions taken by communities at local level to address these
problems.
• Possibilities of external linkages to address the prioritized problem.
Flood Disaster Risk Management: Gorakhpur Case Study
Coping mechanisms- (Tool: Focus Group Discussion)
The purpose of the exercise to know the problems faced by affected communities in different phase of disaster cycle viz. pre, during and post disaster periods.
This is a group exercise through which it becomes clear that what are the main problems faced by the group and which ones affect maximum number of people.
First the community group identifies various problems which affect the people due to flood/disaster. These problems are written on cards (one problem- one card). Each problem is comparatively discussed and provided a score (out of maximum 10).
In this way 10 is the biggest problem and 1 is the least problem. Each problem gets a number according to its priority.
The reasons for such prioritization should be discussed.
The problem prioritization should be done separately for pre, during and post disaster (flood) periods.
Inferences:
• How the people cope with the disasters:
• Evacuation mechanisms
• Temporary shelters and means of food, fodder,
fuel
• Communication systems
• Health and sanitation aspects
• Care of vulnerable groups (disabled, old persons,
children, pregnant women)
• Drainage system of village
• Drinking water system of the village
• Households having electric connection and wiring
routes
• Sources of Information and mechanisms of
communication
• Toilet arrangements during flood/normal times
• Available boats, vehicles etc and its ownership
Flood Disaster Risk Management: Gorakhpur Case Study
THANK YOU
Environmental Profiling
The environmental Profile includes
LandscapeQuality in new development
Derelict and contaminated
land
The natural environment
Coasts marine and the marine environment
The historic environment
The water environment
Energy
TransportWaste
managementAir quality
Climate Change and Vulnerability AnalysisCoDriVE - Community Driven Vulnerability Evaluation
Definition of Climate Change
IPCC: A change in the state of the climate that can be identified (e.g., by using statistical tests) by changes in the mean and/or the variability of its properties and that persists for an extended period, typically decades or longer. Climate change may be due to natural internal processes or external forcings, or to persistent anthropogenic changes in the composition of the atmosphere or in land use.
UNFCCC: A change of climate which is attributed directly or indirectly to human activity that alters the composition of the global atmosphere and which is in addition to natural climate variability observed over comparable time periods.
Influence of Climate change on Livelihoods and resources
Sector Impact of Climate Change
Agriculture Agricultural crops adversely
affected
• Crop loss/ Declining yields
• Shift in cropping pattern
• Desertification
• Food and seed storage adversely
affected
Livestock
• Reduced pasture lands
• Less productive
• Harder to maintain
• More prone to Disease
Coastal
Livelihoods
/ Fishery
• Reduction in breeding grounds
• Regional extinction and
migration
• Distribution of fish affected
• Less productive, costlier
Forest • Shift in forest vegetation
• Forest-based livelihoods affected
• Increase in insect pest attacks
and diseases.
• Biodiversity adversely affected
Socio-economic impacts
• Biodiversity will decrease as species die out.
• Floods, droughts, cyclones, forest fires, and heat waves will increase
in intensity and frequency.
• Vector-borne diseases like malaria will spread, and lack of water for
sanitation increases risk for diseases like diarrhoea.
• These pressures will cause socio-economic impacts, with increased
poverty, migration, social and political turmoil.
Sector Impact of Climate Change
Gender • Increase in gender inequality
• Increase in burden for
women in sourcing water
• Increase in health risks
• Women likely to get deprived
of education
Health • Increased health burden
• Increased morbidity and
mortality
• Increased epidemics
• Increase in malnutrition
Water
Resources
• Greater run-off
• Reduced recharge of ground
water
• Available fresh water
decreases
• Increase in water stress
Vulnerability
Vulnerability is of two types:
biophysical and socio-economic. Biophysical Vulnerability: The risk factors in
nature that threaten a community constitute its
biophysical vulnerability.
Socio-economic Vulnerability: socio-
economic vulnerability arises from internal and
external characteristics which constrain its
responses and ability to adapt – poverty,
inequality, marginalisation, food security,
housing quality, access to insurance, alternative
livelihoods, health and education, etc.
Definition of Vulnerability:
The Intergovernmental Panel on Climate Change (IPCC) defines vulnerability
as “the extent to which climate change may damage or harm a system.” It adds that vulnerability ―depends not only on a system‘s sensitivity, but also on its
ability to adapt to new climatic conditions‖ (Watson et al. 1996: 23).
The IPCC report, The Regional Impacts of Climate Change: An Assessment of
Vulnerability (Watson et al.1998), argues that the vulnerability of a region depends to a great extent on its wealth, and that poverty limits adaptive capabilities. According to the Second Assessment Report, vulnerability depends on the level of economic development and institutions.
Food and Agriculture Organization (FAO): “The presence of factors that place people at risk of becoming food insecure or malnourished, including those factors that affect their ability to cope.” This definition focusses on causes
other than climate change, but underlines the fact that the concept of vulnerability
includes hunger vulnerability, and refers to individuals or communities rather than
broad economic regions or sectors.
http://www.iisd.org/cckn/pdf/va_foundation_final.pdf
Vulnerability of a community or system
SphereDomain
Social Economical Biophysical Physical
Internal • Social networks;
• access to information, education,
security;
• Access to human rights, good
governance;
• Levels of literacy;
• Social equity;
• Positive traditional values;
• Customs and ideological beliefs;
• Health;
• Panchayati Raj
• Institutions (PRIs);
• Local governance in villages.
• Household income;
• availability of loans;
• Source of livelihood;
• Alternative livelihoods.
• Topography;
• Environmental
conditions;
• Soil;
• Water;
• land cover;
• AWC;
• LGP;
• Forest cover.
• Presence of basic public
infrastructure, especially
water supply and sanitation,
as well as adequacy of health
care facilities and supplies;
• Remoteness of a settlement;
• Transportation,
communication networks.
External • National policies;
• International aid;
• Development organisations and
institutions.
• Economic globalisation;
• Inflation;
• Subsidies;
• Insurance.
• Severe storms;
• Earthquakes;
• Sea-level change;
• Temperature and
precipitation variability.
A Community Driven Approach to Evaluating Vulnerability
A typical vulnerability assessment looks from a macro perspective and identifies,
quantifies, and prioritises (rates) the vulnerabilities of a system. It usually follows
these steps:
1. Categorises assets and capabilities (resources) in a system.
2. Assigns quantifiable value (or at least rank order) and importance to those
resources.
3. Identifies the vulnerabilities or potential threats to each resource.
4. Tries to identify how to mitigate the most serious vulnerabilities for the most
valuable resources.
WOTR‘s community driven framework for evaluating vulnerability
WOTR‘s approach to reducing vulnerability
builds on the resilience theory, and considers
the watershed (the main unit of analysis) as a
complex social-economic system (SES)
which has threshold limits and is dynamic.
A resilient SES can withstand shocks and
rebuild itself rather than collapsing past the
threshold limit where it passes into a state
where it is controlled by different processes.
A resilient SES is able to withstand shocks and
absorb change and still retain the same control
of function and structure, has capacity to self-
organise, and to build and increase the
capacity for learning and adaptation.
The process can be described in a resilience
cycle
Resilience cycle
project interventions should aim at keeping the five
livelihood capitals balanced and increasing so that the
system, which depends on these for its support and
sustenance, can maintain its resilience cycle and the
adaptive process is sustained and strengthened
CoDriVE-PD Framework
• CoDriVE-PD conducts the evaluation through a climate
lens scanning the community‘s perception of its situation
vis-à-vis the five livelihood capitals, encompassed by the
resilience theory and systems thinking approach to
synthesise and interpret the findings.
• It is a recombinant tool developed by converging key
aspects of three known international research
methodologies namely, Participatory Tool on Climate and Disaster Risks,
DFID‘s Sustainable Livelihoods Framework and
the Driver-Pressure- State-Impact-Response (DPSIR).
• Thus synthesised, this tool helps not only make an accurate
assessment of the who, what and why of the climate risk
(vulnerability), but also simultaneously helps in designing a
response and incorporating it either proactively during the
design or employed as a mid-course intervention.
Five-step Process to Articulating Vulnerability
Five-step Process to Articulating Vulnerability
In line with the centrality of community to
vulnerability evaluation, the watershed, which is a
social-ecological system in itself, i.e. a living space
and ecosystem in which communities live and draw
their sustenance from, forms the basic unit of
analysis in CoDriVE-PD. Within this unit,
vulnerability to climate change can be evaluated at
three levels:
1. Watershed (village) - for overall ecosystem
vulnerability.
2. Production/Sub- System – for evaluating
vulnerabilities of varied livelihood sectors and
sub-sectors within the ecosystem, e.g.
agriculture, livestock, fisheries, forest-based
livelihoods, human health, non-farm based
sectors.
3. Individual (household) – for evaluating
vulnerabilities of special groups within the
ecosystem.
Once the practitioner determines the level at which the evaluation needs to be made,
the following 5-step process needs to be followed for recording and analysing the
climate constants and variables, making evident the interplay among them, and
generating vulnerability indices
STEP 1
INFORMATION COLLECTION
Building a vulnerability context –―What is happening to the environment and why?‖
STEP 2
ANALYSIS OF INFORMATION
Sensitivity analysis of the responses
STEP 3
ANALYSIS OF INFORMATION
Generate system maps to understand key linkages, critical problem areas, and high leverage points
STEP 4
SENSITIVITY ANALYSIS
Sensitivity analysis of the main resources, in relation to the identified climate risks, that are essential for coping with climate risk in the area
STEP 5
VULNERABILITY CODE
Arriving at the Vulnerability Code
ACTIVITY, EFFORTS INVOLVED and the EXPECTED OUTPUT
PURPOSE OUTPUTS
STEP 1INFORMATIO
N
COLLECTION
1. Identifying the Drivers and Pressures of change
• What was the past like?
• What were the main livelihoods sources then?
• What are the main livelihoods sources now?
• What changes have taken place?
• What triggered these changes?
• What is the current state of rural communities?
2. State and Trends of climate in the region
• What are the community perceptions of their main climate risks/ hazards?
• What is the frequency and time (year/month, etc.) of these climate events?
• What was/is the impact of the above on the community?
• How do communities respond to such events?
• Past history of the village 1960–2000.
• Present village status from year 2000 onwards.
• Drivers and Pressures identified in each
• sectors that have been triggering change.
• List of climate risks in the area.
• Frequency and timeline of the climate risk in the region.
• List of impacts of the climate risks in the region on different livelihood
sectors.
• Consequences on the environment and the
• community.
• Adaptation responses of the communities to the impacts of climate risks.
STEP 2
ANALYSIS OF
INFORMATIO
N
1. Community’s response and perception of adequacy of response to the
above climate risks
• What is the typical response of the community to the climate risks identified?
• How efficient, effective, and sustainable are these responses?
• What is the impact of these changes on the overall ecosystem and community?
(i.e. does it increase or decrease their vulnerability)
• What resources does the community feel it needs in order to cope with these?
After this, a list for the type of resources essential to cope or respond to the related
climate risk are identified.
• Efficiency, sustainability and effectiveness of the response and its impact on
the community and ecosystem and its vulnerability is assessed.
• Resources essential to cope with these climate risks are identified.
• The effective responses that can be amplified through projects are identified.
STEP 3
ANALYSIS OF
INFORMATIO
N
This step involves processing the collected information to find out
Consequences of climatic change risks on the community‘s environment (watershed
village/other natural resources), and why?
• Identification of high leverage points which, if addressed, reduce vulnerability.
• Clear understanding of the existing regional vulnerabilities – ecological and
social point of view.
• Indication of where the community is heading.
• Complete systems map of the current situation.
ACTIVITY, EFFORTS INVOLVED and the EXPECTED OUTPUT
PURPOSE OUTPUTS
STEP 4
SENSITIVIT
Y
ANALYSIS
This step involves processing the collected information to find out
Impact of the climate change risks on livelihood resources and possible
interventions by way of:
1. Conducting sensitivity analysis of all livelihood resources identified in Step 2
using the five capitals at three levels:
• Watershed (village) – for overall ecosystem vulnerability.
• Production system – for evaluating vulnerabilities of varied sub-groups,
clusters within the ecosystem, e.g., agriculture, livestock, fisheries, forest-
based livelihoods.
• Individual (household) – for evaluating individual vulnerabilities within
the ecosystem.
2. Grading these resources; first by the communities on a scale of 1–5, to identify
which of these are highly sensitive to climatic hazards and are essential to cope
with the risks.
3. The grading is finalised based on quantitative data available from the study site
and based on the opinion of experts.
• Key resources that are highly sensitive to climate hazards and essential to cope
with risk arising out of climate hazards at different levels are identified.
• The reasons and contextual information, that help understand why these are
viewed as key resources and considered essential to cope with climate risks, are
noted. This helps develop a better understanding for assessing vulnerability, as
well as for identifying and planning project interventions.
STEP 5
VULNERABIL
ITY CODE
This step involves processing the collected information towards
1. Further fine-tuning the data generated at step 4 by way of:
• Filtering data from Step 4 at different levels by doing another sensitivity
analysis and grading the capitals again, on a scale of 1–5. This step is
however done at the project team level using all the other sources of
information collected so far.
• A multi-dimensional vulnerability code for village or its group or livelihood
system is developed. This provides an indication of the status of each capital.
This code then implies or indicates multi-dimensional vulnerability for that
particular village/group/livelihood system under study, indicating the cause or
reason behind its vulnerability at that point in time.
Time-line of activities to be conducted
• The first day is devoted to
outdoor field work, meeting the
various community members and
local stakeholders, and collecting
data. This includes a transact walk
through the village for the entire
team, to make independent
assessments of conditions.
• The second day will be
employed filling in worksheets,
analysing data, and again meeting
people to fill in gaps found in the
information. Systems maps are
generated.
• On the third and final day,
analysis is completed, vulnerability
codes generated, and required
interventions identified.
If time is not a constraint, the 10-day relaxed approach can be taken up by spacing
out the activities as follows;
Three Day Time-line for a CoDriVE-PD Assessment
DAY ONE
Build vulnerability context and identify states & trends of region’s climate. Collate responses
Elders, Women‘s groups, Special Committees, Village-level Officials
-Organise village level, multi-stakeholder meeting.
- Identify vulnerable groups.
- Focus Group Discussions (FGDs) with village elders, women‘s groups, special committees involved in local governance.
- Transact walk.
- FGD with groups from main livelihood source identified.
- Interview secondary stakeholders from various village-level functions, e.g., line department officials.
DAY TWO
Data sensitivity analysis. Additional discussions, if required. Generate systems maps
Assessment team, External stakeholders, if required
- Fill and analyse data in tool worksheet.
- Secondary literature survey.
- Conduct additional FGDs in case gaps are discovered after analysis.
- Generate systems maps.
DAY THREE
Data updates and analysis. Generation of Vulnerability Code. Identify interventions
Assessment team, Experts from various disciplines
- Add missing data and complete the analysis.
- Generate Vulnerability Code.
-Identify required intervention.