Abstract
This paper presents a pricing model developed for the Chinese water rights trading market. The model focuses on the transfer of water rights from irrigators to industrial users in areas with limited water resources. Water rights trading is an efficient means of allocating water resources, and the price plays an important role in this market. At present, China lacks formal mechanisms for water rights pricing. Therefore, an integrated pricing model is built for situations when agricultural users implement water conservation measures and sell water rights to meet industrial water demand. The model accounts for project construction costs, operation and maintenance costs, renewal and reconstruction expenses, irrigation frequency compensation, and the economic cost of ecological damage. The marginal value of water rights to the industrial water user is also quantified on the basis of the production function accounting for water inputs. The pricing model is applied to an example of water rights trading between irrigators and industrial users in an agricultural area on the Yellow River near Ordos in Inner Mongolia.
INTRODUCTION
Population growth, urbanization, and economic development result in increasing demand for water resources. In northern China, as in other arid, semi-arid, and water-scarce regions of the world, limited water resources can become a major impediment to growth. The establishment of tradable water rights has been proved to be a cost-effective means of managing limited water resources and water shortages in many countries over the past few decades (Debaere et al. 2014; Bitran et al. 2014; Moore 2015; Jia et al. 2016; Dou & Wang 2017), and many water rights trading schemes have been established worldwide (Grafton et al. 2012; Kahil et al. 2015). In South Australia, for example, water rights trading has been used successfully to resolve water shortage problems (McKane & Franssen 2013). In some developing countries with water scarcity problems, such as South Africa and Tunisia, water rights trading has resulted in significant water conservation (Speelman et al. 2011). In the Inner Mongolian city of Ordos (a test case in the present study), water rights made available by agricultural water conservation measures are traded with industrial users to address water shortage problems (Yuan et al. 2007).
Most current studies of water rights trading have focused on efficiency and the benefits of water rights trading (Abdelaziz & Frank 2010; Wildman & Forde 2012; Erfani et al. 2015; Lukasiewicz & Dare 2016). For example, Bekchanov et al. (2015) analyzed the difference between inter-catchment and intra-catchment water rights trading, based on the integrated hydro-economic river basin management model. Sun et al. (2017) constructed the interval optimization model considering the terrestrial ecological impacts for water rights transfer. Wang et al. (2017) analyzed the relationship between agricultural water rights trading and virtual water export compensation.
In water rights trading schemes, the set price for water rights is the main mechanism, which is used to control water usage and market participation (Li & Wang 2005). However, there has been relatively little research into the best mechanisms for water rights pricing. Bjornlund & Rossini (2005) verified the role of price in the water rights trading market. Wang & Tu (2006) constructed a hydrology-based ‘reflux’ model that introduced the concept of a shadow price to determine the trade price based on an auction model. Wang et al. (2012) later developed a dynamic conversion price model for water rights based on game theory and principles of market economics, taking bargaining as a transaction intermediary. Payne & Smith (2013) established the econometric model used in the per-unit price paid for water rights in New Mexico's Middle Rio Grande Basin.
At present, there exists no formal price setting mechanism for water rights in the Chinese trading market. Therefore, a pricing model that takes into account seller costs and value to the buyer is developed to enable the transfer of China's agricultural water rights to industrial water rights. The method for calculating the total cost of water rights is derived from the cost of implementing agricultural water conservation measures. Ultimately, these models and methods are used to estimate pricing for the transfer of water rights from agricultural to industrial users in an irrigated area in Ordos, Inner Mongolia.
WATER RIGHTS PRICING MODEL
Assumptions
The pricing model for the transfer of water rights from agricultural to industrial users in the Chinese trading environment is based on the following assumptions:
- (1)
Agricultural water users can obtain tradable water rights by implementing water conservation projects, such as lining canals to prevent infiltration loss and evaporation control measures, and those water rights can be traded to industrial water users via a water rights transaction.
- (2)
The right to use and trade the water resource must be established.
- (3)
The State must permit (i.e., recognize the legitimacy of) the water rights transaction.
- (4)
The agents responsible for pricing water rights are the Ministry of Water Resources and the water administration department of a river basin.
- (5)
Water rights transactions are subject to approval by the water administration department.
- (6)
The water rights fund has time value, and the rate of return is subject to a risk-free interest rate.
- (7)
A traded water right does not involve backflow, pollution, and other water resource problems.
TOTAL COST OF RELEASING AGRICULTURAL WATER RIGHTS
The total cost (C) of agricultural water rights made available by the implementation of water conservation measures can be determined by summation of the following:
- (1)
Construction cost of the water conservation project (Cj).
- (2)
Operation and maintenance costs (Cy).
- (3)
Renewal and reconstruction expenses (Cg).
- (4)
Irrigation frequency compensation (Cf).
- (5)
Economic compensation for ecological damage (Cs).
The details of each term are discussed below.
Construction costs
The construction costs of a water conservation project include, for example, expenses incurred in the renewal and reconstruction of an anti-seepage canal lining, ancillary buildings, end-of-canal water conservation systems, water-monitoring facilities and devices, canal slope renovation, road repair, canal greening, temporary construction costs, basic reserve costs, and experimental and research expenses. The level of detail for cost reporting is prescribed by the relevant regulations and investment budget (estimation) standards, all of which vary according to the scale of the reconstruction project.
Operation and maintenance costs
The operation and maintenance costs for a water conservation project refer to the recurrent costs incurred during the normal operation of engineering facilities, including: fuel and electricity; maintenance costs such as regular overhauls, renewal, and routine annual repairs; project management costs such as staff salaries, administrative expenses, daily monitoring, and scientific research and experimental expenses; and other recurrent expenditures. A preliminary estimate of annual operation and maintenance costs can be generally calculated as a percentage, typically 2–3%, of the total investment.
Renewal and reconstruction costs
The renewal and reconstruction costs associated with a water conservation project refer to the costs incurred when the service life of the project is shorter than the water rights transaction period. Renewal and reconstruction expenses can be calculated according to the service life (Ns) of the main water conservation component, the water rights transaction period (Nz), the project construction cost, and other indicators. If Ns ≥ Nz (i.e., the service life is longer than the transaction period), renewal and reconstruction expenses are deemed not to occur. If Ns < Nz (i.e., the service life is shorter than the transaction period), all or part of any renewal and reconstruction expenses should be included in the water rights cost calculation.
Irrigation frequency compensation
Agricultural water users are compensated for the loss of revenue due to the compulsory transfer of water rights to industrial water users in dry years. The integrated regulation of water levels in the Yellow River guarantees that industrial users will receive a minimum of 95% of their water demand, to be maintained in dry years by transfer of water rights from agricultural water users. This may mean that, to ensure that the water demand of normal industrial production can be met in particularly dry years, some farmland may not be effectively irrigated. This may result in decreased crop production, and the provision of economic compensation for affected irrigators. We can see the meaning of irrigation frequency compensation from Figure 1.








Economic compensation for ecological damage
Economic compensation for ecological damage refers to the repair or compensation costs associated with damage to the environment or other interests.
The recommended value of the compensation coefficient b is 2–3%.
Unit cost of water rights
INDUSTRIAL VALUE OF WATER RIGHTS TRANSFER
Production function
Marginal value of water rights transfer
TRANSACTION PRICE OF WATER RIGHTS
Based on the derivations above, the pricing of water rights should be based primarily on the cost incurred by agricultural water users in releasing water rights, and the marginal value of water to industrial users assuming reasonable benefit coefficients.
APPLICATION TO WATER RIGHTS TRADING IN ORDOS, INNER MONGOLIA
Scenario
The irrigation zone adjacent to the Yellow River in Ordos, Inner Mongolia, encompasses 13 townships of Hangjinqi and Dalad Banner (106°42′–110°27′ E, 37°35′–40°47′ N). The total irrigated area is 62,870.00 ha, comprising 21,330.00 ha of gravity irrigation in Hangjinqi, and 41,530.00 ha of lift irrigation in Dalad Banner. The irrigated area is located north of Ordos on an alluvial plain of the Yellow River between the Ordos platform on the south bank of the Yellow River and the northern edge of the Hobq Desert, which is a long and narrow east–west plain belt. The gravity irrigation area is located upstream of the lift irrigation area. The irrigation zone extends for about 398.00 km along the Yellow River, and is 5.00–40.00 km wide. A flood control dike bounds the northern bank of the Yellow River adjacent to the Hobq Desert.
The water conservation projects undertaken in the Ordos irrigation zone include sprinkler irrigation, canal irrigation, border transformation, drip irrigation, and planting structure optimization and adjustment. The implementation of these water conservation measures has made up to 132.15 Mm3 per year available for transfer. The water rights transfer period is 25 years, and the assumed year of the water rights transaction is 2014.
COST OF WATER RIGHTS
Construction costs
The estimated total construction cost of water conservation projects in the Ordos irrigation zone is RMB 1,120.94 million.
Operation and maintenance costs
Based on the Code for Economic Evaluation of Water Conservancy Construction Projects (SL72-94), the cost of management, repair, and maintenance of the water conservation projects (payable to the irrigation area water management authority and provided to the water rights owner) is equivalent to 2% of the construction cost. The total operation and maintenance cost of the water conservation projects in the Ordos irrigation zone is therefore RMB 560.47 million.
Renewal and reconstruction costs
The lift irrigation project includes a floating pontoon lift pump, which has a shorter service life than the water rights transaction period (25 years). The project investment is RMB 29.81 million, and this value is taken as the renewal cost.
Irrigation frequency compensation
Calculated water consumption under different irrigation guarantee rates is shown in Table 1.
Calculated water consumption under different irrigation guarantee rates
Allocation . | Guarantee rate (%)/Water consumption (Mm3) . | ||||
---|---|---|---|---|---|
50% . | 75% . | 95% . | 97% . | ||
Yellow River total | 5,240,000.00 | 4,510,000.00 | 3,620,000.00 | 3,420,000.00 | |
Irrigation | 49,000.00 | 42,175.00 | 33,850.00 | 31,980.00 | |
Allocable water consumption | Agricultural | 35,785.06 | 30,800.71 | 24,720.90 | 23,355.23 |
Industrial | 13,214.94 | 11,374.29 | 9,129.10 | 8,624.77 | |
Actual allocated water consumption | Agricultural | 35,785.06 | 28,960.06 | 20,635.06 | 18,765.06 |
Industrial | 13,214.94 | 13,214.94 | 13,214.94 | 13,214.94 | |
Agricultural water consumption transferred to industry | 0 | 1,840.65 | 4,085.84 | 4,590.17 |
Allocation . | Guarantee rate (%)/Water consumption (Mm3) . | ||||
---|---|---|---|---|---|
50% . | 75% . | 95% . | 97% . | ||
Yellow River total | 5,240,000.00 | 4,510,000.00 | 3,620,000.00 | 3,420,000.00 | |
Irrigation | 49,000.00 | 42,175.00 | 33,850.00 | 31,980.00 | |
Allocable water consumption | Agricultural | 35,785.06 | 30,800.71 | 24,720.90 | 23,355.23 |
Industrial | 13,214.94 | 11,374.29 | 9,129.10 | 8,624.77 | |
Actual allocated water consumption | Agricultural | 35,785.06 | 28,960.06 | 20,635.06 | 18,765.06 |
Industrial | 13,214.94 | 13,214.94 | 13,214.94 | 13,214.94 | |
Agricultural water consumption transferred to industry | 0 | 1,840.65 | 4,085.84 | 4,590.17 |
The calculated water consumption under different irrigation guarantee rates between agriculture and industry is 9.09 Mm3.
Industrial water consumption is maintained by transferring the multi-year average industrial water consumption (9.09 Mm3) from agricultural water users to industrial water users (with payment), resulting in irrigation shortages. According to the design of the irrigation system, the gross irrigation quota for the irrigated farmland is 5,949.00 m3/ha. The area of arable land that cannot be irrigated is 1,526.70 ha. The compensation fee is then calculated from the difference between income per unit area of irrigated farmland to that of non-irrigated farmland (average RMB 4,500.00/ha based on household survey), multiplied by the area of farmland affected and the period of the water rights transaction; i.e.:
Irrigation frequency compensation = 1,526.70 × 4,500.00 × 25 = RMB 171.75 million.
Economic compensation for ecological damage
The annual economic compensation for ecological damage can be calculated assuming a value equivalent to 2% of the construction cost of the water conservation projects during the water rights transaction period: RMB 560.47 million.
Cost price of water rights
The total cost of water rights is given by:
C = 1,120.94 + 560.47 + 29.81 + 171.75 + 560.47 = RMB 2,443.44 million.
The cost price per m3 of water transferred per year (PC) of the water rights transaction is then given by:
PC = 2,443.44/(132,149,400.00 × 25) = RMB 0.74/(m3·a).
MARGINAL VALUE OF WATER RIGHTS TRANSFER
According to the statistical data submitted by the Bureau of Statistics for Ordos in 2014, the total value of industrial output was RMB 155,230.00 million, employment was 1.67 million, and total assets were RMB 226,330.00 million (comprising current assets of RMB 121,830.00 million and net fixed assets of RMB 104,500.00 million). The output and water consumption data are listed in Table 2.
Industrial economic and water consumption indicators for Ordos (2014)
Industry . | Total industrial output (RMB million) . | Annual average no. of employees (person) . | Total assets (RMB million) . | Industrial water consumption (Mm3) . |
---|---|---|---|---|
Coal mining and processing | 110,566.00 | 40,704 | 180,714.00 | 1,622.16 |
Oil and natural gas extraction | 600.00 | 97 | 673.00 | 0.80 |
Ferrous metal mineral mining and processing | 20,269.00 | 2,890 | 39,514.00 | 1,121.48 |
Non-ferrous metal mineral mining and processing industry | 1,981.00 | 343 | 2,152.00 | 12.10 |
Non-metal mineral mining and processing industry | 30,652.00 | 3,443 | 20,216.00 | 153.49 |
Other mining and processing industries | 902.00 | 241 | 262.00 | 5.50 |
Food processing | 769,534.00 | 29,546 | 475,493.00 | 1,519.68 |
Food manufacturing | 332,691.00 | 41,628 | 522,128.00 | 2,365.26 |
Beverage manufacturing | 439,364.00 | 25,650 | 514,830.00 | 8,382.10 |
Tobacco processing | 63,140.00 | 1,008 | 61,528.00 | 52.40 |
Textiles | 554,184.00 | 106,537 | 922,267.00 | 13,014.87 |
Clothing and other fiber products manufacturing | 465,756.00 | 117,912 | 489,113.00 | 375.71 |
Leather, fur, feather and other products manufacturing | 77,479.00 | 17,343 | 163,159.00 | 211.51 |
Timber processing and bamboo, cane, palm fiber and straw products manufacturing | 34,420.00 | 7,317 | 55,488.00 | 129.91 |
Furniture manufacturing | 91,821.00 | 19,625 | 105,958.00 | 208.40 |
Paper making and paper products | 135,080.00 | 17,189 | 159,467.00 | 8,760.89 |
Printing industry and coal medium recording copying | 272,739.00 | 49,666 | 430,540.00 | 1,188.22 |
Cultural and educational, sporting goods manufacturing | 85,104.00 | 29,843 | 136,250.00 | 197.49 |
Petroleum processing and coking | 1,275,499.00 | 41,752 | 1,157,386.00 | 73,064.55 |
Chemical raw materials and chemical products manufacturing | 997,723.00 | 82,174 | 1,126,983.00 | 83,866.54 |
Pharmaceutical manufacturing | 252,502.00 | 28,299 | 437,074.00 | 3,255.11 |
Chemical fiber manufacturing | 30,881.00 | 7,975 | 83,538.00 | 2,271.95 |
Rubber products manufacturing | 134,053.00 | 20,520 | 172,529.00 | 1,902.72 |
Plastic products manufacturing | 262,460.00 | 37,276 | 447,568.00 | 1,438.89 |
Non-metallic mineral products manufacturing | 683,136.00 | 123,614 | 1,079,936.00 | 10,280.15 |
Ferrous metal smelting and rolling processing | 2,002,467.00 | 137,009 | 2,977,942.00 | 177,860.64 |
Non-ferrous metal smelting and rolling processing | 86,106.00 | 12,786 | 108,466.00 | 938.04 |
Metal products manufacturing | 396,729.00 | 68,524 | 520,844.00 | 849.83 |
Ordinary machinery manufacturing | 519,230.00 | 101,563 | 1,120,137.00 | 2,135.15 |
Special equipment manufacturing | 395,856.00 | 66,541 | 699,918.00 | 1,641.29 |
Transportation equipment manufacturing | 1,594,298.00 | 146,509 | 1,712,803.00 | 4,046.18 |
Weapon and ammunition manufacturing | 81,788.00 | 14,836 | 151,568.00 | 946.21 |
Electrical machinery and equipment manufacturing | 429,017.00 | 79,504 | 869,627.00 | 1,373.58 |
Electronic and communication equipment manufacturing | 1,906,185.00 | 86,577 | 2,226,328.00 | 1,893.72 |
Instrumentation and cultural office machinery manufacturing | 307,678.00 | 38,240 | 481,337.00 | 541.38 |
Other manufacturing | 138,896.00 | 29,774 | 191,538.00 | 256.51 |
Electricity, steam, hot water production and supply | 167,334.00 | 17,080 | 2,091,791.00 | 13,370.48 |
Gas production and supply | 29,300.00 | 8,271 | 292,641.00 | 111.80 |
Tap water production and supply | 45,431.00 | 6,537 | 403,461.00 | 706.34 |
Total | 15,222,851.00 | 1,666,343 | 22,633,167.00 | 422,180.12 |
Industry . | Total industrial output (RMB million) . | Annual average no. of employees (person) . | Total assets (RMB million) . | Industrial water consumption (Mm3) . |
---|---|---|---|---|
Coal mining and processing | 110,566.00 | 40,704 | 180,714.00 | 1,622.16 |
Oil and natural gas extraction | 600.00 | 97 | 673.00 | 0.80 |
Ferrous metal mineral mining and processing | 20,269.00 | 2,890 | 39,514.00 | 1,121.48 |
Non-ferrous metal mineral mining and processing industry | 1,981.00 | 343 | 2,152.00 | 12.10 |
Non-metal mineral mining and processing industry | 30,652.00 | 3,443 | 20,216.00 | 153.49 |
Other mining and processing industries | 902.00 | 241 | 262.00 | 5.50 |
Food processing | 769,534.00 | 29,546 | 475,493.00 | 1,519.68 |
Food manufacturing | 332,691.00 | 41,628 | 522,128.00 | 2,365.26 |
Beverage manufacturing | 439,364.00 | 25,650 | 514,830.00 | 8,382.10 |
Tobacco processing | 63,140.00 | 1,008 | 61,528.00 | 52.40 |
Textiles | 554,184.00 | 106,537 | 922,267.00 | 13,014.87 |
Clothing and other fiber products manufacturing | 465,756.00 | 117,912 | 489,113.00 | 375.71 |
Leather, fur, feather and other products manufacturing | 77,479.00 | 17,343 | 163,159.00 | 211.51 |
Timber processing and bamboo, cane, palm fiber and straw products manufacturing | 34,420.00 | 7,317 | 55,488.00 | 129.91 |
Furniture manufacturing | 91,821.00 | 19,625 | 105,958.00 | 208.40 |
Paper making and paper products | 135,080.00 | 17,189 | 159,467.00 | 8,760.89 |
Printing industry and coal medium recording copying | 272,739.00 | 49,666 | 430,540.00 | 1,188.22 |
Cultural and educational, sporting goods manufacturing | 85,104.00 | 29,843 | 136,250.00 | 197.49 |
Petroleum processing and coking | 1,275,499.00 | 41,752 | 1,157,386.00 | 73,064.55 |
Chemical raw materials and chemical products manufacturing | 997,723.00 | 82,174 | 1,126,983.00 | 83,866.54 |
Pharmaceutical manufacturing | 252,502.00 | 28,299 | 437,074.00 | 3,255.11 |
Chemical fiber manufacturing | 30,881.00 | 7,975 | 83,538.00 | 2,271.95 |
Rubber products manufacturing | 134,053.00 | 20,520 | 172,529.00 | 1,902.72 |
Plastic products manufacturing | 262,460.00 | 37,276 | 447,568.00 | 1,438.89 |
Non-metallic mineral products manufacturing | 683,136.00 | 123,614 | 1,079,936.00 | 10,280.15 |
Ferrous metal smelting and rolling processing | 2,002,467.00 | 137,009 | 2,977,942.00 | 177,860.64 |
Non-ferrous metal smelting and rolling processing | 86,106.00 | 12,786 | 108,466.00 | 938.04 |
Metal products manufacturing | 396,729.00 | 68,524 | 520,844.00 | 849.83 |
Ordinary machinery manufacturing | 519,230.00 | 101,563 | 1,120,137.00 | 2,135.15 |
Special equipment manufacturing | 395,856.00 | 66,541 | 699,918.00 | 1,641.29 |
Transportation equipment manufacturing | 1,594,298.00 | 146,509 | 1,712,803.00 | 4,046.18 |
Weapon and ammunition manufacturing | 81,788.00 | 14,836 | 151,568.00 | 946.21 |
Electrical machinery and equipment manufacturing | 429,017.00 | 79,504 | 869,627.00 | 1,373.58 |
Electronic and communication equipment manufacturing | 1,906,185.00 | 86,577 | 2,226,328.00 | 1,893.72 |
Instrumentation and cultural office machinery manufacturing | 307,678.00 | 38,240 | 481,337.00 | 541.38 |
Other manufacturing | 138,896.00 | 29,774 | 191,538.00 | 256.51 |
Electricity, steam, hot water production and supply | 167,334.00 | 17,080 | 2,091,791.00 | 13,370.48 |
Gas production and supply | 29,300.00 | 8,271 | 292,641.00 | 111.80 |
Tap water production and supply | 45,431.00 | 6,537 | 403,461.00 | 706.34 |
Total | 15,222,851.00 | 1,666,343 | 22,633,167.00 | 422,180.12 |
DISCUSSION
Based on the above analysis, the cost price of water rights transferred from agricultural water users to industrial water users in Ordos is RMB 0.74/(m3·a), and the average marginal value of industrial water consumption is RMB 3.56/m3. According to Equation (11), with K set to 0.1, the price of water rights Pz is RMB 1.10/(m3·a). The actual transaction price of water rights is therefore in the range of RMB 0.74–1.10/(m3·a).
According to the price model in this paper, the actual transaction price of water rights should therefore be in the range of RMB 0.74–1.10/(m3·a). But in China, water rights trading between agricultural and industrial water users just appear, and it is an exploratory job. In China, the agents responsible for pricing water rights are the Ministry of Water Resources and the water administration department of a river basin. In order to improve the motivation of sellers in water rights transactions and promote water rights transactions, the final cost only includes construction costs, operation and maintenance costs, and renewal and reconstruction costs. Accordingly, the final price is RMB 0.52/(m3·a).
In the present calculation of the price of water rights, a value of 0.1 has been used for the reasonable beneficial coefficient K. In order to ensure equity in water rights transactions, it may be prudent to consider the economic conditions throughout the region in which the water rights buyer is located. If the buyer is located in a developed economy, while the seller is located in a developing economy, the price of water rights may be appropriately raised by the seller, and vice versa. Moreover, differences in water scarcity between the buyer and seller regions can affect the marginal value and utility of water resources; in the case where water is less scarce in the seller region, the price of water rights may be appropriately reduced, and vice versa. The reasonable beneficial coefficient K for water rights transactions can thus be determined according to the relative scarcity of water resources and degree of economic development in the seller and buyer regions.
CONCLUSIONS
This paper presented an integrated pricing method for water rights trading from agricultural users to meet industrial water demand in China. The pricing method accounts for the construction costs of water conservation projects undertaken by irrigators to release water rights for trading, the operational and maintenance costs of the projects, renewal and reconstruction expenses, irrigation frequency compensation, and economic compensation for ecological damage. The pricing model thus considers a comprehensive range of factors and offers a strong platform for effective water rights trading.
The pricing model accounts not only for the cost of water rights to the seller but also the marginal value of water rights to the buyer. This is a necessary consideration to improve the motivation of both sellers and buyers to participate in water rights trading. It is also of important theoretical significance for improving water rights pricing theory.
The pricing model gives the price of water rights as a range from the fundamental cost to the adjusted marginal value to the buyer. It accounts for many direct and indirect costs as well as the bargaining power of the parties, which will have important practical significance.
It should be noted that the pricing model does not include the actual price of water extracted and used by the industrial water user. After completion of a water rights trade, water usage charges will be applied according to the prevailing water price and water usage, which may influence the economics of water rights trading.
The pricing of water rights involves many factors. Although the present model cannot account for all possibilities, it is critical to consider a wide range of factors to ensure the effective implementation of water rights trading. Future research will examine the range of appropriate settings for the reasonable benefit coefficient K. As shown in this study, with increasing knowledge of water resource value and the factors affecting water rights trading, pricing theories and water rights transactions methods can be improved to increase the efficiency and effectiveness of water rights trading to support economic development in areas with limited water availability.
ACKNOWLEDGEMENTS
The research results described here are part of the Yellow River Water Right Transfer program results. The program is funded by the National Key R&D Program of China (2016YFC0400900, 2016YFC0400904).