Lyubov Kurkalova, Catherine Kling, and Jinhua Zhao

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Presentation transcript:

Costs and Environmental Effects from Conservation Tillage Adoption in Iowa Lyubov Kurkalova, Catherine Kling, and Jinhua Zhao CARD, Department of Economics Iowa State University Presented at the University of Toulouse, France, February 2003

Policy Background Conservation Security Act Carbon Markets What will it cost? What benefits will it generate? Carbon Markets What could agriculture supply? What are the co-benefits?

Major Model Components Economic Behavior: Adoption Model Environmental Consequences: Physical Process Models Simulation of Policy: Integration of Economics and Environment Measures

Major Model Components: Economics What does it take for farmers to adopt conservation tillage practices? Profit loss from switching Reluctance (or premium) due to uncertainty risk aversion, value of information Estimate adoption based on observed behavior The subsidy needed for adoption Decompose subsidy into profit loss and premium

Model of conservation tillage adoption Traditional approach Our approach

Model (continued)

Data Random sub-sample (1,339 observations) of Iowa 1992 NRI data (soil and tillage) supplemented with Census of Ag. (farmer characteristics) and climate data of NCDA 63% of farmers already use conservation till without any subsidy

Model Specification and Data (Continued) Expected profit of conservation tillage ( x ) Depends on soil characteristics, climate, and farmer characteristics Expected profit of conventional tillage County level estimates for each crop based on budget estimates Adoption premium Depends on historical (20 years) precipitation variability Vary by crop, net returns, and farmer characteristics

Results (standard errors in parenthesis) Net returns to conservation tillage Premium (corn producers)

Results Average required subsidy and decomposition for current non-adopters Average/Current non-adopters Corn ($/acre) Soybean ($/acre) Profit loss Premium Subsidy -10.6 -34.8 13.1 38.4 2.5 3.6

Conservation Tillage “Supply Curve” Total Subsidy to Achieve 90% Adoption = $247 M = $29 M + $36 M + $182 M 12 10 8 Green payment, $/acre 6 4 2 5,000,000 10,000,000 15,000,000 20,000,000 acres in conservation tillage

Model Components: Environmental Measures Environmental process models: EPIC CENTURY and SWAT (coming soon!) Carbon sequestration Nitrogen runoff Soil erosion Nitrogen leaching Pesticides

Model Components: Policy Simulations Data: 13,000 NRI points located in Iowa Policies Considered: Practice Based Performance Based (Environmental Targeting)

Practice (Conservation Tillage) versus Performance (e. g Practice (Conservation Tillage) versus Performance (e.g. Carbon) targeting Target conservation tillage: rank producers by adoption subsidy ($/acre) from low to high, offer payments to those at the top of the list until the budget is exhausted Target carbon: rank producers by the cost to carbon production ratio ($/tons) from low to high, offer payments to those at the top of the list until the budget is exhausted

Alternative targeting with alternative budgets cons. tillage target carbon

Fraction of maximum possible benefits obtainable under conservation tillage targeting

Gains from better carbon targeting technology

What’s Next? 1. Better environmental runs: EPIC on each point SWAT – instream water quality CENTURY Cost assessment of water quality standards

What’s Next? 2. Apply model to CRP (NRI data again) Data on bids available (1993) Now, alternative is NOT stochastic Test for which effect dominates: risk aversion or real options

What’s Next? 3. Combined modeling 3 Choices: CRP, Conv till, Cons till Nested Logit Structure?

What’s Next? 4. Policy Assessments 1992 limitation What is the affect of substitutability between programs? What prices would provide the most environmental quality?

Consider multiple land uses (multinomial logit) CRP (NRI data) Multiple tillage levels Buffer strips, wildlife breaks, etc More complex modeling structures

How many conservation services can Iowa provide? Green payments of $10.4/ac

How many conservation services can Iowa provide? Green payments of $3.25/ac

How many conservation services can Iowa provide? Currently Soil loss due to erosion, tons/ac/year