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This paper tests the efficiency of local provision of land conservation. I examine how housing prices, which capitalize open space amenities and future tax obligations, change after municipalities vote on referendums for conservation spending. Using a dynamic regression discontinuity based on voting outcomes, results suggest that average housing prices increase about 0.68–1.12% for every $1000 per household of open space spending authorized, which indicates inefficiency and underprovision of conservation. I also examine tax capitalization and supply side explanations for estimated capitalization.