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integrating economic valuation approach in biodiversity inclusive impact assessment Dr. Vinod. B. Mathur Professor & Dean Wildlife Institute of India, Dehradun [email protected] Ecological and economic evaluation approaches for mainstreaming biodiversity in EIA; Saudi Arabia; 24-26 November, 2008

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Page 1: Importance of integrating economic valuation approach in biodiversity inclusive impact assessment Dr. Vinod. B. Mathur Professor & Dean Wildlife Institute

Importance of integrating economic valuation approach in biodiversity

inclusive impact assessment

Dr. Vinod. B. MathurProfessor & Dean

Wildlife Institute of India, [email protected]

Ecological and economic evaluation approaches for mainstreaming biodiversity in EIA; Saudi Arabia; 24-26 November, 2008

Page 2: Importance of integrating economic valuation approach in biodiversity inclusive impact assessment Dr. Vinod. B. Mathur Professor & Dean Wildlife Institute

Presentation Outline…

Why measure biodiversity values in economic terms?

Valuing biodiversity in economic terms: Global experiences

Page 3: Importance of integrating economic valuation approach in biodiversity inclusive impact assessment Dr. Vinod. B. Mathur Professor & Dean Wildlife Institute

The Context…

Environmental and natural resource degradation can be caused by both ‘too little’ and ‘too much’ economic development.

A ‘trade off’ needs to be made between environmental conservation and developmental imperatives.

This can be achieved by incorporating cost –effective measures to restore, sustain and protect natural systems and maintain environmental quality in all stages of project planning, implementation and operation.

Page 4: Importance of integrating economic valuation approach in biodiversity inclusive impact assessment Dr. Vinod. B. Mathur Professor & Dean Wildlife Institute

Why is biodiversity valuable?

Human well-being is dependent both on strong economy and healthy natural environment.

Biodiversity is a natural capital on which societies depend for economic growth.

Biodiversity is also intrinsic to the values of beauty and tranquility.

Page 5: Importance of integrating economic valuation approach in biodiversity inclusive impact assessment Dr. Vinod. B. Mathur Professor & Dean Wildlife Institute

Why should we value biodiversity?

Biodiversity is seen as having ‘few’ benefits and its loss is seen as having ‘few’ costs.

We need to understand what and how biodiversity contributes to economic activity and society?

We also need to understand what are the benefits and costs of an intervention that alters the ecosystem (e.g. development project).

Historically, biodiversity has been ‘undervalued’ in development processes

more…

Page 6: Importance of integrating economic valuation approach in biodiversity inclusive impact assessment Dr. Vinod. B. Mathur Professor & Dean Wildlife Institute

Why should we value biodiversity?

How are costs and benefits of a change in ecosystem distributed?

Valuation can put biodiversity in the ‘right’ frame and focus.

The approach should therefore be to ‘measure’ biodiversity values; ‘market’ these values.

The biodiversity market will then drive its management towards sustainability.

Page 7: Importance of integrating economic valuation approach in biodiversity inclusive impact assessment Dr. Vinod. B. Mathur Professor & Dean Wildlife Institute

Costs, Benefits & Conservation

http://biodiversityeconomics.org/

Page 8: Importance of integrating economic valuation approach in biodiversity inclusive impact assessment Dr. Vinod. B. Mathur Professor & Dean Wildlife Institute

Costs, Benefits & Conservation

http://biodiversityeconomics.org/

Page 9: Importance of integrating economic valuation approach in biodiversity inclusive impact assessment Dr. Vinod. B. Mathur Professor & Dean Wildlife Institute

Costs, Benefits & Conservation

Who gains and who looses from a project/ activity?

How can we ‘re-distribute’ losses and gains?

Key Issues

Page 10: Importance of integrating economic valuation approach in biodiversity inclusive impact assessment Dr. Vinod. B. Mathur Professor & Dean Wildlife Institute

What does valuation tells us?

It provides a ‘sum-total’ of economic benefits and costs of biodiversity conservation.

At varying time periods as valuation are not static

Under differential management and economic conditions

Under varying landuse and investment options

It indicates the ‘status’ of biodiversity.

Whether is being degraded or lost and at what rate?

It also points to the need for applying better economic policies and instruments for ensuring human well-being.

Page 11: Importance of integrating economic valuation approach in biodiversity inclusive impact assessment Dr. Vinod. B. Mathur Professor & Dean Wildlife Institute

Applications and limitations of biodiversity valuation….

It highlights costs and benefits and the ‘cost bearers’ and ‘beneficiaries’ that in the past have been ignored.

Valuation thus provides a set of tools that enable us to make better and informed decisions.

Unfortunately, valuations generally tend to underestimate biodiversity values at a large scale as interactions are too complex to understand.

more…

Page 12: Importance of integrating economic valuation approach in biodiversity inclusive impact assessment Dr. Vinod. B. Mathur Professor & Dean Wildlife Institute

Applications and limitations of biodiversity valuation….

When benefits relate to attributes such as human life, cultural or religious ethos, valuations raise ethical question especially when they focus on financial or cash benefits at the expense of other types of values that cannot or should not be valued.

Many times, valuation studies are not definitive and transferable between groups and locations. They are often based on the perception of a particular group at one point of time and may not be universally valid.

Page 13: Importance of integrating economic valuation approach in biodiversity inclusive impact assessment Dr. Vinod. B. Mathur Professor & Dean Wildlife Institute

Obstacles in biodiversity valuation

Lack of data/ information on biophysical environment.

Methodological constraints as well as accuracy of evaluation techniques.

Ethical issues relating to valuing environmental impacts in monitoring terms.

Page 14: Importance of integrating economic valuation approach in biodiversity inclusive impact assessment Dr. Vinod. B. Mathur Professor & Dean Wildlife Institute

Key message…

It is relatively easy to spend huge money on valuation and yet get results that may not be useful and precise.

So…… revisit objective of evaluation, look at time, budget and capacity and strengthen the process.

Page 15: Importance of integrating economic valuation approach in biodiversity inclusive impact assessment Dr. Vinod. B. Mathur Professor & Dean Wildlife Institute

Valuing biodiversity in economic terms: Global experiences

Page 16: Importance of integrating economic valuation approach in biodiversity inclusive impact assessment Dr. Vinod. B. Mathur Professor & Dean Wildlife Institute

Moving from theory to practice Case studies:

Yali Hydropower Plant in Vietnam Mantadia National Park in Madagascar Kala Oya River Basin, Sri Lanka

Page 17: Importance of integrating economic valuation approach in biodiversity inclusive impact assessment Dr. Vinod. B. Mathur Professor & Dean Wildlife Institute

Economic valuation of environmental impacts

Relies on careful identification and measurement of the biophysical changes produced by a project or alternative project designs.

A variety of tools and techniques are now available to decision makers for economic valuation each having relative strengths and weakness.

Page 18: Importance of integrating economic valuation approach in biodiversity inclusive impact assessment Dr. Vinod. B. Mathur Professor & Dean Wildlife Institute

Linkages between Environmental Impacts and Economic Losses

Environmental Impacts Economic LossesEcosystem degradation

Forest landsSubmergence/ Harvesting/ Degradation

WetlandsFilling/ Dredging

Ground WaterContamination / Lowered Water table

Pollution Air

Respiratory illness/ Aesthetic degradation

WaterToxicity/ Pathogenic organisms

Shortened life of hydroelectric resourcesLoss of ecotourism revenues.

Losses due to floodsReduced fishery production

Cost of alternatives supply Subsidence of land/ structural damage

Lost man-days, medical expensesLowered visibility, devaluation of property

Expenses on alternative supplyLost man-days, medical expenses.

Page 19: Importance of integrating economic valuation approach in biodiversity inclusive impact assessment Dr. Vinod. B. Mathur Professor & Dean Wildlife Institute

Assessing Environmental and Economic Inputs: A case example

Concentrate on the dam, the reservoir, the irrigated land and the production of power.

Cost would be those of construction, operation, maintenance and resettlement of people.

Building a multipurpose dam

Page 20: Importance of integrating economic valuation approach in biodiversity inclusive impact assessment Dr. Vinod. B. Mathur Professor & Dean Wildlife Institute

1. Valley dwellers displaced to upland or to flood plain below dam.

3. Upland activities (farming, forestry, agroforestry, roads and settlements) cause soil erosion, silt and chemical pollution of streams. Sediment is stored in delivery system awaiting storm events.

4. Sediment from eroded soil is deposited in reservoir and reduces storage capacity.

6. Nutrients inflows cause eutrophication and aquatic weed problem.

7. Irrigated agriculture expands; silt in water requires dredging of canals.

8. Salinization and waterlogging of soil may occur from improper irrigation.

9. Irrigation return flow to river may carry toxic chemicals and salts which affect downstream fisheries and other water uses.

10. Severe storm result in water release and flood plain damage.

11. Electric generation capacity reduced through sedimentation. Silt damage to turbine increase O&M.

2. Migrants add to population pressure on marginal and steep sloping.

5. Turbidity affects fishery and recreation.

Building a multipurpose dam

Source: Dixon et al.,1994

Integrated analyses

Page 21: Importance of integrating economic valuation approach in biodiversity inclusive impact assessment Dr. Vinod. B. Mathur Professor & Dean Wildlife Institute

Case Study I: Yali Hydropower Plant (YHPP), Vietnam

YHPP is located on Sesan River in the West Highlands of Vietnam’s Central Region.

Installed capacity: 720 MW; Energy output: 3600 GWh per annum.

Construction began in 1993, completed in 2000.

Submerged 6000 ha of agriculture/ forest land; relocation of 1149 households with 5384 inhabitants from 26 villages was carried out.

Construction cost: US$ 615 million.

more…

The context

http://www.bpamp.org.kh

Page 22: Importance of integrating economic valuation approach in biodiversity inclusive impact assessment Dr. Vinod. B. Mathur Professor & Dean Wildlife Institute

Case Study I: Yali Hydropower Plant (YHPP), Vietnam

Lifespan forecasted: 48 years.

Initial EA ignored a wide range of biodiversity values in form of environmental protection and compensation costs and therefore full cost of hydropower production was understated.

The Net Present Value (NPV) and Electricity Price were calculated as US$ 219,520,140 and US cents 5.20/kWh.

A study was carried out by Nguyen Van Hanh et al in 2002 to value environmental costs in economic terms.

The context

Page 23: Importance of integrating economic valuation approach in biodiversity inclusive impact assessment Dr. Vinod. B. Mathur Professor & Dean Wildlife Institute

Objectives

(1) To identify and value the environmental costs of YHPP

(2) To determine the full cost of YHPP by incorporating environmental costs into the direct costs of hydropower generation

(3) To make recommendations for the power sector in Vietnam

Page 24: Importance of integrating economic valuation approach in biodiversity inclusive impact assessment Dr. Vinod. B. Mathur Professor & Dean Wildlife Institute

Methodology

Valuation of Biodiversity Values in form of Environmental Protection and Compensation Costs

Meteorology Hydrology Water supply Erosion and

Sedimentation Landuse Changes Forestry Watershed Management Fauna

Water Quality, Aquatic Life & Fisheries Costs

Reservoir-induced seismicity Public Health and Water-borne

Diseases Compensation and

Resettlement

Page 25: Importance of integrating economic valuation approach in biodiversity inclusive impact assessment Dr. Vinod. B. Mathur Professor & Dean Wildlife Institute

Results: Environmental Costs of YHPP

S. N.

Environmental Factor

Standardized Discount Rate

8% 10% 12%

Discounted Environmental

Cost USD

% in total

Discounted Environmental

Cost USD

% in total

Discounted Environmental

Cost USD

% in total

1 Meteorology 1,852 - 1,818 - 1,786 -

2 Hydrology 283,846 0.3 269,491 0.5 256,267 0.5

3 Water Supply 16,705,411 22.7 11,829,276 19.9 8,633,456 17.4

4 Erosion and Sedimentation 6.422 - 4,562 - 3,330 -

5 Land Use 1,145,151 1.6 827,177 1,5 617,524 1.3

6 Forestry 15,814,862 21.5 12,933,116 21.8 10,889,128 22.1

7 Watershed Management 64,085 - 55,276 48,200 -

8 Fauna 215,499 0.3 200,060 0.4 186,287 0.4

9 Water Quality 5,303 4,495 3,822 -.

10 Reservoir-induced Seism city 51,817 - 49,197 46,783 -

11 Public Health 17,116,222 23.3 12,136,208 20.4 8,871,073 17.9

12 Compensation and Resettlement 22,208,617 30.3 21,085,461 35.5 20,050,807 40.4

Total 73,619,087 100.0 59396,137 100.0 49,608,465 100.0

Page 26: Importance of integrating economic valuation approach in biodiversity inclusive impact assessment Dr. Vinod. B. Mathur Professor & Dean Wildlife Institute

Net Present Value (NPV) and Electricity Price ‘With’ and ‘Without’ Environmental Costs

Case Original 1 2

Assumptions of calculations

- Without incorporated YHPP environmental costs.

- Direct cost - based electricity price (original) of 5.2 US cents/kWh.

- Original net present value (NPVd).

- With incorporated YHPP environmental costs;

- Direct cost - based electricity price (original) of 5.2 US cents/kWh.

- Decreased net present value (NPVf).

- With incorporated YHPP environmental costs;

- Full cost - based electricity price (increased)

- Original net present value (NPVd).

NPV (USD) NPVd = 219,520,140 NPVf= 160,124,000 NPVd = 219,520,140

p (US cents/kWh)

p = 5.20 P=5.20 p' = 5.68

Page 27: Importance of integrating economic valuation approach in biodiversity inclusive impact assessment Dr. Vinod. B. Mathur Professor & Dean Wildlife Institute

Policy Recommendations

Historically, Vietnam like many other countries in the world has heavily subsidized electricity production.

Subsidizing electricity not also poses heavy burden on treasury but also encourages excessive use and increases the environmental damages.

Electricity pricing should be revised not only to eliminate/ reduce direct government subsidies but also to incorporate the environmental costs of electricity production.

….more

Page 28: Importance of integrating economic valuation approach in biodiversity inclusive impact assessment Dr. Vinod. B. Mathur Professor & Dean Wildlife Institute

Environmental costs may not be explicitly recognized but they are still paid in form of damage to human health, ecosystems, relocation of affected people. Most often they are paid by vulnerable groups and future generations.

In the cost of YHPP, the price increase recommended is 5.20 to 5.68 US cent/ kWh, which is about 10% increase. The additional revenue generated should be used for environmental mitigation.

The recommendations on ‘subsidy’ and ‘incorporation of environmental costs’ have implications worldwide.

Policy Recommendations

Page 29: Importance of integrating economic valuation approach in biodiversity inclusive impact assessment Dr. Vinod. B. Mathur Professor & Dean Wildlife Institute

Case Study II: Establishing Mantadia National Park, Madagascar

This case study presents the application of a range of economic valuation techniques viz. Opportunity cost, Contingent valuation and Travel cost method to estimate the benefits and costs associated with the establishment of Mantadia National Park, Madagascar.

The study uses two different valuation techniques to estimate each benefit or cost and compares the estimated results.

Page 30: Importance of integrating economic valuation approach in biodiversity inclusive impact assessment Dr. Vinod. B. Mathur Professor & Dean Wildlife Institute

The Context

Madagascar's high rate of endemism make it one of the ecologically richest countries in the world.

It is also one of the economically poorest countries in the world with a per capita annual income of US $ 190.

This combination of factors has put great stress on Madagascar’s biodiversity, while also making the country a prime target for investment in biodiversity conservation.

The study estimates both the costs to nearby villages of establishing the park and the benefits of developing to foreign visitors of the park as an international tourism destination.

http://en.wikipedia.org/wiki/Mantadia_National_Park

Page 31: Importance of integrating economic valuation approach in biodiversity inclusive impact assessment Dr. Vinod. B. Mathur Professor & Dean Wildlife Institute

Results: Value of forest products collected by village method: Opportunity Cost Value: $91/ household year

Source: Kramer et al., 1994

Forest Products

Number of Observations

Total Annual Value of all

Villages ($US)

Mean Annual Value per Household (US$)

Rice 351 44,928 128.0

Fuelwood 316 13,289 42.0

Crayfish 19 220 11.6

Crab 110 402 3.7

Tenreck 21 125 6.0

Frog 11 71 6.5

Page 32: Importance of integrating economic valuation approach in biodiversity inclusive impact assessment Dr. Vinod. B. Mathur Professor & Dean Wildlife Institute

Results: Value of forest products collected by villagers

Method: Contingent valuation

Value: Average household requires US $ 108 worth of rice per year as compensation to forgo use of the park

Page 33: Importance of integrating economic valuation approach in biodiversity inclusive impact assessment Dr. Vinod. B. Mathur Professor & Dean Wildlife Institute

Results: Summary statistics for international visitors

Method: Value :

Travel cost

Willingness to pay US $24 per trip/ touristVariable Number of Range Mean

ObservationsAnnual Income 71 $3,040 to-$296,400 $59,156Education 86 10 to 18 years 15 yearsAge 87 16 to 71 years 38.5 yearsNumber of Days in Madagascar

83 3 to 100 days 26.6 days

Number of Days in Perinet

80 1 to 8 days 2 days

Total Cost of Trip to Madagascar

78 $355 to $6,363 $2,874

Source: Kramer et al., 1993

Page 34: Importance of integrating economic valuation approach in biodiversity inclusive impact assessment Dr. Vinod. B. Mathur Professor & Dean Wildlife Institute

Results: Summary statistics for International Visitors

Method: Contingent Valuation

Object: Sighting of lemurs

Value: Willingness to pay US $65

Current Visitors: 3950 foreign tourist

Total annual willingness to pay:

US $253, 500

Photo © Richard W. Hughes/RWH Publishing & Books

Page 35: Importance of integrating economic valuation approach in biodiversity inclusive impact assessment Dr. Vinod. B. Mathur Professor & Dean Wildlife Institute

Results: Summary Economic Valuation of Mantadia National Park

Method Used Annual Mean Value Value ($)

Aggregate Present per Household ($)

Opportunity Cost $91 $566,070

Contingent Valuation $108 $673,078

Estimates of Welfare Gains to Foreign Tourists from Establishment of the Park

Method Used Annual Mean Value per Trip ($)

Aggregate Present value ($)

Travel Cost $24 $796,870

Contingent Valuation $65 $2,160,000

Page 36: Importance of integrating economic valuation approach in biodiversity inclusive impact assessment Dr. Vinod. B. Mathur Professor & Dean Wildlife Institute

Conclusion The analysis reveals that villagers will require approx.

$ 500,000 to $ 750,000 of compensation to forgo the use of park.

International tourists are willing to pay an additional $ 800,000 to $ 2,160,000 to visit the park.

The establishment of park potentially produces many benefits, including local income from tourism, protection of biodiversity, watershed production and climate regulation.

The existence of substantial consumer’s surplus on the part of International visitors can be used to help devise a compensation scheme for local villages, who will be losing part of their economic base.

Page 37: Importance of integrating economic valuation approach in biodiversity inclusive impact assessment Dr. Vinod. B. Mathur Professor & Dean Wildlife Institute

The Context…

Sri Lanka has one of the oldest traditions of irrigation in the world dating back to 500 B.C.

Epic hero King Parakrama Bahu (1153-88) stated ‘Let not even drop of water that falls on the earth in the form of rain be allowed to reach the sea without being first made useful to man’.

Following the above principle, a system of tanks (water storage reservoir) was established as part of ‘hydraulic civilization’ in Sri Lanka.

From historical times, these tanks have provided ecological, economic and livelihood security to people. They also constitute one of the richest source of wetland biodiversity in the country.

www.virtualtourist.com/

Page 38: Importance of integrating economic valuation approach in biodiversity inclusive impact assessment Dr. Vinod. B. Mathur Professor & Dean Wildlife Institute

The Issue…

Presently, the traditional tank system is under severe and increasing threats. These arise from multiple sources including upstream water allocation decisions which marginalize the tank system in favour of seemingly more productive uses such as ‘modern’ large scale irrigation and hydropower, as well as siltation and sedimentation arising from unsuitable landuse practices in upper catchments.

more…

http://www.jamstec.go.jp/

Page 39: Importance of integrating economic valuation approach in biodiversity inclusive impact assessment Dr. Vinod. B. Mathur Professor & Dean Wildlife Institute

The Issue…

The Kala Oya Basin has been identified by the government as the pilot river basin to plan and implement ‘integrated river basin management’ approaches in Sri Lanka.

more…

Mahaweli and adjacent river basins

Page 40: Importance of integrating economic valuation approach in biodiversity inclusive impact assessment Dr. Vinod. B. Mathur Professor & Dean Wildlife Institute

The Response…

A study was undertaken to assess the livelihood and biodiversity values of traditional tank systems in economic terms in order to demonstrate: The linkages between downstream wetland values

with upstream landuses Conservation of upper catchment and water

allocation to traditional tank systems can yield high and quantifiable economic returns

more…

Page 41: Importance of integrating economic valuation approach in biodiversity inclusive impact assessment Dr. Vinod. B. Mathur Professor & Dean Wildlife Institute

The Kala Oya Basin…

The Kala Oya Basin receives water from Sri Lanka’s longest river, the Mahaweli Ganga and has about 600 small irrigation tanks.

It contains a largely rural population of 400,000 people who cultivate rice combined with fishing.

Poverty levels are high; monthly income <US $15.

more…

http://www.mpi.nl

www.panda.org

Page 42: Importance of integrating economic valuation approach in biodiversity inclusive impact assessment Dr. Vinod. B. Mathur Professor & Dean Wildlife Institute

Valuing Tank Ecosystems…

Tanks yield a range of direct livelihood benefits and also provides a range of environmental services

Page 43: Importance of integrating economic valuation approach in biodiversity inclusive impact assessment Dr. Vinod. B. Mathur Professor & Dean Wildlife Institute

Scenarios for Tank Management…

Scenario 1: Do nothing. Here, sedimentation loads remain the same if not increasing and tank wetlands continue to deteriorate.

Scenario 2: Raise spill. Here, the water body will grow and additional land will be flooded, but sedimentation loads will remain the same, if not increase.

Scenario 3: Raise spill and rehabilitate tank reservation. Here, the water body will grow and additional land will be flooded and future sedimentation loads reduced, thus prolonging the lifespan of the wetlands.

Scenario 4: Remove silt and rehabilitate tank reservation. Here original tank capacity and seasonality is restored and future sedimentation loads will be reduced, thus prolonging the lifespan of the wetlands and restoring its environmental goods and services.

Page 44: Importance of integrating economic valuation approach in biodiversity inclusive impact assessment Dr. Vinod. B. Mathur Professor & Dean Wildlife Institute

Cost-benefit Assessment of Alternative Tank Management Scenarios

Page 45: Importance of integrating economic valuation approach in biodiversity inclusive impact assessment Dr. Vinod. B. Mathur Professor & Dean Wildlife Institute

Cost-benefit Assessment of Alternative Tank Management Scenarios

The extended cost-benefit analysis includes both quantitative and qualitative indicators of costs, benefits and accumulated natural capital associated with each of these four scenarios.

It shows that without rehabilitation of the tank reservation, any solution to loss of water storage would be short-term, and would also yield lower total economic benefits.

In contrast, although costing more, scenarios that involved rehabilitating tank reservations would yield higher net present values, indirect use indices and accumulated natural capital measures.

more…

Page 46: Importance of integrating economic valuation approach in biodiversity inclusive impact assessment Dr. Vinod. B. Mathur Professor & Dean Wildlife Institute

Cost-benefit Assessment of Alternative Tank Management Scenarios

Option 4, desilting tanks and rehabilitating their reservations, clearly yields the highest net benefits, in both livelihood and environmental terms.

Additionally, it also has the likelihood of being the most sustainable and technologically appropriate, because it relies on recurrent works that can be easily carried out using labour-intensive techniques and do not require large mechanical equipment and infrastructure.

more…

Page 47: Importance of integrating economic valuation approach in biodiversity inclusive impact assessment Dr. Vinod. B. Mathur Professor & Dean Wildlife Institute

In Conclusion…

The findings of the Kala Oya study underline the importance of looking at livelihood and environmental values when landuse and water allocation decisions are made.

They also illustrate the linkages between different parts of river basins and show how land and water decisions made in one area can have significant economic, livelihood and environmental impacts on other locations and human populations.

Finally, it shows how economic valuation of biodiversity and livelihood values can help in making more fully-informed management decisions about land and water that can, in the long term, prove to be more desirable and more sustainable, in both socio-economic and environmental terms.

Page 48: Importance of integrating economic valuation approach in biodiversity inclusive impact assessment Dr. Vinod. B. Mathur Professor & Dean Wildlife Institute

Acknowledgements…

Case study I:

Yali Hydropower Plant, Vietnam: Nguyen Van Hanh et al 2002

Case study II:

Mantadia National Park, Madagascar: Dixon et al 1995

Case study III:

Kala Oya Basin, Sri Lanka: S. Vidanage et al, 2005 and Lucy Emerton, 2005

Page 49: Importance of integrating economic valuation approach in biodiversity inclusive impact assessment Dr. Vinod. B. Mathur Professor & Dean Wildlife Institute

Thank you…Thank you…