不确定条件下替代供水的成本和效率选择:现代投资组合理论和切比雪夫不等式的应用

IF 1.6 4区 地球科学 Q3 GEOSCIENCES, MULTIDISCIPLINARY Earth Interactions Pub Date : 2023-01-09 DOI:10.3390/earth4010003
D. Tran, T. Borisova, K. Beggs
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引用次数: 0

摘要

未来几十年,海平面上升、人口增长和土地利用模式的变化将进一步限制佛罗里达本已稀缺的地下水和地表水供应。需要在供水和水需求管理方面进行大量投资,以确保人类和自然系统有足够的水可用。《佛罗里达州法规》第403.928 (1)(b)条要求估算满足未来水需求所需的支出,并避免2040年水供应竞争的不利影响。本研究考虑了2020-2040年规划时期和项目(1)未来的水需求和供应;(2)满足美国佛罗里达州未来用水需求所需的总支出(资本成本)。与以往的研究相比,本研究的独特之处在于引入了基于概率的方法来量化满足未来水需求的投资成本的不确定性。我们收集了来自美国地质调查局、佛罗里达州农业和消费者服务部、佛罗里达州水资源管理区和佛罗里达州环境保护部的数据,以预测未来的水需求和供应,以及考虑到替代供水方案成本的不确定性,满足需求所需的支出。结果表明,到2040年,中国年总需水量预计将增加1405亿立方米(+15.9%),主要受城市化的驱动。使用替代供水项目的资本成本中位数,额外供水的累计支出估计在11.11 - 18.7亿美元之间。然而,当考虑到项目成本的不确定性时,预计支出范围将变为16.5亿美元至32.1亿美元。此外,我们说明了如何使用现代投资组合理论(MPT)可以提高投资计划的有效性,以开发替代供水方案。结果表明,在制定供水方案时,采用MPT选择各项目类型的份额,与平均份额分配相比,单位容量资本成本的标准差降低了74%。本研究强调,有必要在地方、区域和州各级制定更灵活的融资战略,为额外的供水基础设施提供资金,并将需求管理战略和替代供水方案更具成本效益地结合起来,以满足该州未来的用水需求。
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The Cost of Alternative Water Supply and Efficiency Options under Uncertainty: An Application of Modern Portfolio Theory and Chebyshev’s Inequality
Sea-level rise, population growth, and changing land-use patterns will further constrain Florida’s already scarce groundwater and surface water supplies in the coming decades. Significant investments in water supply and water demand management are needed to ensure sufficient water availability for human and natural systems. Section 403.928 (1) (b) of the Florida Statutes requires estimating the expenditures needed to meet the future water demand and avoid the adverse effects of competition for water supplies to 2040. This study considers the 2020–2040 planning period and projects (1) future water demand and supplies; and (2) the total expenditures (capital costs) necessary to meet the future water demand in Florida, USA. The uniqueness of this study compared with the previous studies is the introduction of a probabilistic-based approach to quantify the uncertainty of the investment costs to meet future water demand. We compile data from the U.S. Geological Survey, Florida’s Department of Agriculture & Consumer Services, Florida’s Water Management Districts, and the Florida Department of Environmental Protection to project the future water demand and supplies, and the expenditures needed to meet the demand considering uncertainty in the costs of alternative water supply options. The results show that the total annual water demand is projected to increase by 1405 million cubic meters (+15.9%) by 2040, driven primarily by urbanization. Using the median capital costs of alternative water supply projects, cumulative expenditures for the additional water supplies are estimated between USD 1.11–1.87 billion. However, when uncertainty in the project costs is accounted for, the projected expenditure range shifts to USD 1.65 and USD 3.21 billion. In addition, we illustrate how using Modern Portfolio Theory (MPT) can increase the efficacy of investment planning to develop alternative water supply options. The results indicate that using MPT in selecting the share of each project type in developing water supply options can reduce the standard deviation of capital costs per one unit of capacity by 74% compared to the equal share allocation. This study highlights the need for developing more flexible funding strategies on local, regional, and state levels to finance additional water supply infrastructure, and more cost-effective combinations of demand management strategies and alternative water supply options to meet the water needed for the state in the future.
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来源期刊
Earth Interactions
Earth Interactions 地学-地球科学综合
CiteScore
2.70
自引率
5.00%
发文量
16
审稿时长
>12 weeks
期刊介绍: Publishes research on the interactions among the atmosphere, hydrosphere, biosphere, cryosphere, and lithosphere, including, but not limited to, research on human impacts, such as land cover change, irrigation, dams/reservoirs, urbanization, pollution, and landslides. Earth Interactions is a joint publication of the American Meteorological Society, American Geophysical Union, and American Association of Geographers.
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