A water-resources model of selecting a preferred alternative with fuzzy multiple attribute decision making was presented in this paper. Unquantifiable information depicted in linguistic terms corresponding to environmental impact and economic benefit was converted to crisp scores based on fuzzy numbers. A hydropower project located in eastern Taiwan was selected as a case study. The results for the water-resources project show that suitable actions with vague data can be settled by using the proposed model.