Journal of Environmental Management 67 (2003) 291–301 www.elsevier.com/locate/jenvman Water transfers, agriculture, and groundwater management: a dynamic economic analysis Keith C. Knappa,*, Marca Weinbergb, Richard Howittc, Judith F. Posnikoff d a Department of Environmental Sciences, University of California, Riverside, CA, USA Economic Research Service, United States Department of Agriculture, Washington, DC, USA c Department of Agricultural and Resource Economics, University of California, Davis, CA, USA d Pacific Alternative Asset Management, Irvine, CA, USA b Received 8 September 2000; revised 10 December 2001; accepted 11 July 2002 Abstract Water transfers from agricultural to urban and environmental uses will likely become increasingly common worldwide. Many agricultural areas rely heavily on underlying groundwater aquifers. Out-of-basin surface water transfers will increase aquifer withdrawals while reducing recharge, thereby altering the evolution of the agricultural production/groundwater aquifer system over time. An empirical analysis is conducted for a representative region in California. Transfers via involuntary surface water cutbacks tilt the extraction schedule and lower water table levels and net benefits over time. The effects are large for the water table but more modest for the other variables. Break-even prices are calculated for voluntary quantity contract transfers at the district level. These prices differ considerably from what might be calculated under a static analysis which ignores water table dynamics. Canal-lining implies that districts may gain in the short-run but lose over time if all the reduction in conveyance losses is transferred outside the district. Water markets imply an evolving quantity of exported flows over time and a reduction in basin net benefits under common property usage. Most aquifers underlying major agricultural regions are currently unregulated. Out-of-basin surface water transfers increase stress on the aquifer and management benefits can increase substantially in percentage terms but overall continue to remain small. Conversely, we find that economically efficient management can mitigate some of the adverse consequences of transfers, but not in many circumstances or by much. Management significantly reduced the water table impacts of cutbacks but not annual net benefit impacts. Neither the break-even prices nor the canal-lining impacts were altered by much. The most significant difference is that regional water users gain from water markets under efficient management. q 2003 Elsevier Science Ltd. All rights reserved. Keywords: Agriculture; Groundwater; Transfers; Economics; Management; Markets; Dynamic programming 1. Introduction Water transfers and the associated mechanisms for achieving them are the subject of intense policy debate in the western region of the US and other areas of the world. This is due to water supplies that are frequently fully allocated, growing water demand for urban and environmental uses, opposition to construction of new reservoir systems, and existing institutional structures that often limit transfers. Since agriculture is the predominant water user, and since some existing uses within agriculture may have relatively low valuations of water at the margin, it is likely * Corresponding author. Tel.: þ 1-909-787-4195: fax: þ1-909-787-3993. E-mail address: keith.knapp@ucr.edu (K.C. Knapp). that a significant majority of transfers will involve agriculture (National Research Council, 1992; Howitt, 1998). These transfers might be between alternate uses within agriculture, or from agriculture to urban and environmental uses. Knowledge of how water transfers potentially affect agriculture and the environment is fundamental to the policy process. Many major agricultural areas overlie groundwater basins. Significant groundwater pumping occurs in normal years, and may increase substantially in dry years. At the same time, return flows from agriculture and conveyance losses also provide significant recharge to the underlying aquifers. Institutionally, groundwater usage typically occurs under common property conditions. This means that withdrawals are essentially unregulated in that overlying 0301-4797/03/$ - see front matter q 2003 Elsevier Science Ltd. All rights reserved. doi:10.1016/S0301-4797(02)00162-7 292 K.C. Knapp et al. / Journal of Environmental Management 67 (2003) 291–301 users are free to extract as much water as can be beneficially used. In this setting the likely effect of surface water transfers will be to both increase pumping and decrease recharge. One set of questions in evaluating surface water transfers is therefore the potential impact on agricultural production and the groundwater resource under common property conditions. This is a dynamic problem since increased pumping and/or reduced recharge will lower the water table over time. This increases future pumping costs which in turn affect future extraction rates. Water transfers also have potential implications for groundwater management and vice versa. Common property usage is economically inefficient since groundwater extractions by individual pumpers lower future water table levels for everyone and there is insufficient incentive to account for this in individual decision-making (Negri, 1989; Provencher and Burt, 1993). Groundwater management is defined here as regulation of the extraction rate to achieve economically efficient use of the resource. If successful this will yield a higher level of social net benefits than under common property use. Water transfers will affect the efficient level of withdrawals as well as the magnitude of inefficiency under common property use and hence the economic incentive to initiate management. A converse set of issues is whether groundwater management can potentially alleviate adverse consequences of water transfers on regions. A number of economic studies evaluate surface water transfers in general as well as potential effects on agriculture and the environment. These include Vaux and Howitt (1984), Howe et al. (1986), Saliba (1987), Weinberg et al. (1993), Keplinger et al. (1998), Willis and Whittlesey (1998) and McCarl et al. (1999) as just a few examples among many. This literature generally relies on annual models and does not consider evolution of the groundwater resource over longer time horizons. A moderate-sized literature has also developed on the economics of groundwater use and management. These studies explicitly account for groundwater dynamics over time, and also address the common property versus economically efficient usage issue. Classic studies include Burt (1964), Brown and Deacon (1972) and Gisser and Sanchez (1980), and there have been a number of extensions and empirical applications since then. These studies focus on overlying uses and do not address how out-of-basin water transfers might affect in-basin groundwater use and management. This paper evaluates the effect of surface water transfers on agricultural production, groundwater management, and water pricing, explicitly taking into account aquifer dynamics over time. Kern county in California is used as a representative example. Four alternate transfer mechanisms are considered: involuntary cutbacks, voluntary water sales for a contracted amount, transfers associated with canal-lining schemes, and a spot market for water. These mechanisms are analyzed under both common property and economically efficient management. Outcome measures examined include dynamics of the agricultural production/groundwater aquifer system, equity effects on agriculture, and implications for groundwater management. 2. Model and data We consider that portion of Kern County which lies in the Central Valley (Fig. 1). This region overlies the major aquifer in the Valley and has approximately 364,225 ha of farmland. Kern county lies south of the Delta but north of the Los Angeles metropolitan area. The California State Water Project ships water south from the Delta to Kern county and other major agricultural areas in the Valley, as well as the heavily urbanized areas of Southern California. The future is likely to see increased competition for this water as environmental needs restrict water conveyance through the Delta under dry conditions and population grows in Southern California. Although inter-basin water transfers associated with water markets in California are rare, two such projects already exist or are being planned for Kern county. These include one water storage and transfer project currently in operation, the Kern Water Bank, and another conjunctive surface water storage and transfer proposal, the Arvin – Edison exchange project, under intensive negotiation. Additional economic pressure for transfers from Kern county will likely occur in the future due to both the county’s location and the relatively high quality of water being delivered to its contractors. Thus Kern county is an excellent case study of water transfer effects on a joint agricultural production/groundwater aquifer system. A mathematical model for analyzing water transfer effects on the region is derived from the groundwater economics literature. Social net benefits are defined as returns to land and management in agricultural production in the region plus the value of water transferred outside the region. Social net benefits in year t are pt ¼ ð wt 0 pðwÞdw 2 ps ðwst þ wet Þ 2 cðht ;wgt Þ þ ðwet pe ðwÞdw ð1Þ 0 where p is the irrigation water demand curve, p s is the price of surface water, c is the groundwater pumping cost function, and p e is the export demand curve. Variables are wt is total irrigation water, wst is surface water use, wgt is groundwater withdrawals, wet is water exports under spot markets, and ht is the hydraulic head of the groundwater aquifer. The first term on the right-hand side of Eq. (1) gives net returns to agriculture as a function of water use, the next two terms are the cost of water supplied to the region and the last K.C. Knapp et al. / Journal of Environmental Management 67 (2003) 291–301 293 Fig. 1. Map of California showing the Central Valley running in a generally North-South direction. The Delta drains the Sacramento valley to the north and the San Joaquin valley to the south, with outflow through the San Francisco Bay. The southern 1/3 of the valley is a closed basin except in very wet years. The study area is the portion of the valley lying within Kern county. is benefits from external water sales. Regional net benefits are the value of agricultural production in the region net of all costs except land and management, plus revenue from external water sales. These are (1) minus consumer surplus accruing outside the region; that is, (1) with the last integral replaced by revenue from water sales. Municipal and industrial (M&I) water uses are not explicitly included here in either social or regional net benefits. These uses are quite small compared to agricultural withdrawals in the region and demand is very inelastic. We therefore assume that only agriculture will be subject to water transfers and/or groundwater management and that M&I uses are constant over time. Parameter values are noted in the Appendix. A quadratic demand curve for applied irrigation water is specified as pðwÞ ¼ a0 þ a1 w þ a2 w2 ð2Þ with the parameters estimated from data in KCWA (1998) as well as Feinerman and Knapp (1983) and Knapp and Olson (1995). As estimated, the demand curve has a vertical intercept at approximately $11.84 ha21 cm21, water use at a zero price is 65.4 £ 106 ha cm yr21, and the curve is convex to the origin. Specification of the export demand curve is described in a later section. Groundwater pumping costs are defined as cðh; wg Þ ¼ ðk þ esÞwg þ eðh 2 hÞwg þ e ðwg Þ2 Asy 2 ð3Þ where k is average cost per ha cm of groundwater extractions related to equipment use, e denotes pumping costs per unit of lift per unit of water, s is drawdown, and h is height of the land surface. The first term captures costs associated with maintaining and repairing capital (well and pump) equipment resulting from use of the well and pumps for withdrawals, plus the energy costs associated with drawdown below the water table surface as the pumps run.1 The second term captures the energy costs of lifting water from 1 The water table level in the model is the height of the water table relative to some datum (sea level in our case) with no pumping. As groundwater is extracted, the water table in the immediate vicinity of the wells is lowered, creating what is known as a cone of depression or drawdown. This downward gradient is necessary for water to flow into the well, and is ultimately due to the finite transmissivity of the aquifer. The drawdown implies additional energy costs needed to lift water to the land surface beyond those implied by the regional water table level, hence its inclusion in the pumping cost formula. 294 K.C. Knapp et al. / Journal of Environmental Management 67 (2003) 291–301 the existing water table surface to the land surface, and the third term captures the effect that, as water is withdrawn over the course of the irrigation season, the water table level is declining. Well and pump related costs and drawdown were estimated from data in Dixon (1988) adjusted for inflation. Energy costs were estimated from data in Feinerman and Knapp (1983) and Dinar (1994) also adjusted for inflation. Applied irrigation water is defined as wt ¼ wst þ wgt ð4Þ or just the sum of applied surface and ground water. Surface water usage is constrained by wst # ð1 2 gÞðs 2 wet Þ ð5Þ where g is the fraction of surface flows lost to deep percolation during conveyance through the water district and s is average annual surface water availability to the district which is assumed to be constant over time. Current California law specifies that groundwater can generally be used only on overlying land. This formulation restricts water exports to only surface water. This also implies that water transfers are occurring before the water reaches the regional boundary, thus reducing the amount of conveyance losses to the aquifer.2 Surface water for this region comes from three major sources: the California State Water Project, the federal Central Valley Project, and the Kern River. Annual average surface flows are 24.3 £ 106 ha cm yr21. Of this amount, 70% is assumed available for irrigation and the remainder recharges to the aquifer as conveyance losses. Deep percolation flows from agricultural production are assumed to be 20% of the amount applied. These parameters, along with the aquifer parameters, are from Feinerman and Knapp (1983). Initial hydraulic head was estimated from data in KCWA (1998). The equation of motion for the groundwater aquifer is given by htþ1 ¼ ht þ ½gðs 2 wet Þ þ bwt þ v 2 wgt Asy ð6Þ where v is net natural recharge to the aquifer, b is the fraction of irrigation water that percolates through the rootzone to the groundwater aquifer, A is the aquifer area, and s y is the specific yield of the aquifer. Net natural recharge includes recharge from natural sources and lateral flows, as well as possible leakage through the bottom of the aquifer. Natural recharge is quite small in the empirical 2 Stochastic surface flows are not considered here. The intent of the paper is to analyze the effects of transfer programs on the expected values of various hydrologic and economic variables. Previous work suggests that the groundwater problem is close enough to certainty-equivalence that the first moments will not be impacted significantly by the introduction of uncertainty. Future work could extend this study by also considering the impacts of transfer programs on second and higher moments of the hydrologic and economic variables. model in comparison to other sources of recharge and is assumed here to be a constant. The reference point for computing hydraulic heads is mean sea level (MSL). Hydraulic head is bounded by h # ht # h where h and h are the lower and upper bounds respectively as determined by the aquifer geometry. 3. Surface water cutbacks and quantity contract exports Most of the groundwater basins underlying the major agricultural regions in California are currently unregulated with regard to withdrawal volumes (Hauge, 1998). This is true for our study area as well as many other parts of the American West and other areas outside the US (Hauge, 1998). Thus it is appropriate to first analyze common property groundwater usage and then consider transfer effects under that regime. The basic concepts of groundwater use under common property conditions are well-known and set out in Gisser and Sanchez (1980), Negri (1989), Provencher and Burt (1993) and Gardener et al. (1997) among others. Under common property usage there is no regulation of the resource system; individual growers are assumed to make decisions that are strictly in their own best interest and ignore effects on others. With many users, each of whom is small compared to the resource, the effect of an individual’s current decisions on future levels of the regional groundwater stock is perceived to be negligible. Therefore decisions are made in each period to maximize net benefits Eq. (1) in that period without regard to the future level of the groundwater stock. This maximization is subject to the constraint that groundwater extractions are limited to the available supply, and the water constraints (4) and (5). Numerical simulations of this system were carried out using GAMS (Brooke et al., 1992). The results are shown in Fig. 2 and Table 1 for an initial hydraulic head of 51.2 m above MSL and a 50year time horizon. With no transfers, hydraulic head declines over this interval by some 7.6 m or 15%. As the hydraulic head declines, groundwater becomes more expensive and so withdrawals are somewhat reduced as well. Annual net benefits decline by approximately $12.36 ha21 (3%) during this period as a consequence of increased pumping costs and reduced withdrawals. Since these declines are relatively small over the time interval, the results suggest that—absent regulation—the system is probably not far from a steady-state. Of course these are only yearly expected averages; the analysis neglects the inevitable year-to-year variability in surface water supplies which translates into fluctuating withdrawals and water table levels over time. Involuntary cutbacks in surface flows to basins have been imposed in the CVPIA for several areas in California (dependent on flow conditions) to meet environmental goals K.C. Knapp et al. / Journal of Environmental Management 67 (2003) 291–301 Fig. 2. Effects of involuntary surface water cutbacks under common property usage for the Kern county agricultural production/groundwater aquifer system. (Loomis, 1994; Weinberg, 1997a).3 To analyze this, we suppose that a specified cutback in surface water deliveries to the basin begins in the first year of the 50-year simulation and continues for every year thereafter. We also assume that with these cutbacks, growers will no longer have to pay for this water. Also to be noted is that the cutback is in total surface water availability (s); the water export variable wet is set equal to zero. Since some surface deliveries s are lost during conveyance, the cutback translates into a smaller cutback in actual surface water available for irrigation, although recharge to the aquifer is also adversely affected. Fig. 2 and Table 1 illustrate the results for cutbacks of 10 and 20% from the original supply of 24.3 £ 106 ha cm yr21. With reduced surface water availability, growers rely more 3 The CVPIA of 1992 mandates that some 14.8 £ 106 ha cm of water annually must be re-allocated to environmental uses. Under average water supply conditions, this requirement implies that approximately 20% of current CVP deliveries would be transferred from agricultural water users to the environment (Loomis, 1994; Weinberg, 1997a). However, it should be noted that this reallocation is only from federal water supplies; it does not include reallocations from state or local supplies. Also, some of this water may be met in other ways, such as use of so-called ‘surplus’ water resulting from improved operating procedures (Loomis, 1994). Thus the actual percentage reduction in total surface water diversions to agriculture for environmental uses could be significantly lower. 295 heavily on groundwater, thus further lowering the water table. For example, the 10% cutback lowers the water table by 5.5 m after 20 years and by 10.1 m after 50 years in comparison to the base run, with comparable effects for the 20% cutback about double these amounts. The effect on withdrawals is more complicated. In particular reduced surface water availability tends to ‘tilt’ the withdrawal schedule. In the early years withdrawals are greater with larger cutbacks as would be expected. However, at some point later in the horizon, the extra pumping lift makes groundwater sufficiently expensive that withdrawals eventually become less than withdrawals with no cutbacks. Also, recharge is reduced. The bottom panel in Fig. 2 shows what happens to annual regional net benefits in the basin with cutbacks. For the 10% cutback, annual regional net benefits are reduced by $15 ha21 yr21 after 20 years and $22 ha21 yr21 after 50 years. Comparable effects for the 20% cutback are again approximately double these amounts. An overall conclusion about the effects of surface water cutbacks on groundwater usage in the unregulated case thus depends on the persepective. If one considers the 10% cutback and a short-horizon, then the impacts are modest. If one considers the larger cutback and/or a long horizon, then the effects are more substantial. Hydrologically analogous to involuntary cutbacks is a voluntary water transfer program on an extended quantity contract basis with compensation. Water transfer volumes analyzed here are identical to the pure cutback case. In particular we consider wet equal to 10 or 20% of available surface water in every period over the horizon. Growers continue to pay the surface water price ps ¼ $3 ha21 cm21 whether it is used or transferred. In this instance withdrawals and hydraulic head stay the same as in the analogous cutback case (Table 1). The only change is the fiscal impact on farmers which depends on the price received for the water. In an actual situation the price received for water by the region p e will depend on a variety of factors including negotiating and bargaining strengths. Here we focus on a break-even water price calculated as the cost of water to growers ($3 ha21 cm21) plus an amount sufficient to cover the losses identified in the pure cutback case. These breakeven prices are calculated to leave the district equally well off in present value terms over the 50-year horizon as it would be without the transfers. Such prices are of value to districts trying to decide how much to accept for future water sales. One way to calculate such break-even prices is to determine a price in each period that equalizes the loss in annual net benefits in that period from the transfer. We refer to this as a sequential pricing strategy. Continuing with common property usage, break-even prices are $3.64 ha21 cm21 for water transferred in year 1, $5.17 ha21 cm21 for water transferred in year 20, and $6.34 ha21 cm21 for water transferred in year 50. Another 296 K.C. Knapp et al. / Journal of Environmental Management 67 (2003) 291–301 Table 1 Water transfer effects on the Kern county agricultural production/groundwater aquifer system Policy Common property Efficiency wg50 h50 pa wg50 h50 pa 14.8 43.6 374.31 12.3 67.7 380.34 6.03 14.4 14.1 33.5 23.2 361.56 347.77 12.1 12.0 57.6 47.2 367.88 354.46 6.33 6.70 Extended quantity contract 10% 14.4 20% 14.1 Canal-lining 12.2 Water markets 15.4 33.5 23.2 33.2 23.2 374.31 374.31 368.72 360.84 12.1 12.0 10.4 13.2 57.6 47.2 53.6 49.7 380.34 380.34 373.54 388.24 6.03 6.03 4.82 8.10 No transfers Involuntary cutbacks 10% 20% Annualized GWM benefits wg50 , groundwater withdrawals in year 50 (106 ha cm yr21), h50, hydraulic head in year 50 (meters above MSL). pa, annualized regional net benefits over the 50 year horizon per-hectare of farmland ($ ha21 yr21). Annualized GWM benefits, benefits to groundwater management computed as the difference in annualized social net benefits under economic efficiency and common property ($ ha21 yr21). approach is to calculate a single (uniform) break-even price to be paid annually. This is referred to here as a uniform pricing strategy. Using the present-value losses noted previously, we calculate this break-even price as $4.95 ha21 cm21. These are the minimum annual prices that the region should accept for a uniform level of annual water transfers over the 50-year period in order to achieve at least the same present value of net benefits.4 The results show that the dynamic groundwater effects and the time horizon are critical in determining the breakeven price for water transfers, and that a static analysis ignoring these effects could seriously underestimate these prices. With sequential pricing, the year 50 break-even price is 74% larger than the year 1 break-even price, while the uniform break-even price is 36% greater than the year 1 break-even price. These differences arise because prices implied by short time horizon calculations (e.g. the first period) do not account for the longer-term impacts of the transfer on the quantity of groundwater available or the costs of using it. Thus a static analysis relying on year 1 results could seriously underestimate appropriate prices to charge for water.5 4. Canal-lining We next consider the effects of canal-lining in the unregulated aquifer with a subsequent transfer of ‘saved’ 4 These prices only apply for relatively small transfers-for larger transfers the break-even price could rise given non-linearities in the net benefit function. Also, these prices still leave the district worse off after year 50, although this effect will be small in present value terms evaluated at the beginning of the horizon. 5 Break-even prices were also calculated under economic efficiency. Under the sequenced approach, break-even prices are $3.81 ha21 cm21 in year 1, $5.03 ha21 cm21 in year 20, and $6.40 ha21 cm21 in year 50. The uniform (annualized) break-even price is $4.86 ha21 cm21. Thus these break-even prices are very comparable to those calculated under common property. supplies out of the basin. The idea is that an outside entity invests in canal lining which reduces percolation of surface flows to the water table. The amount of saved water is then transferred to the outside entity. This is analogous to the proposed transfer between the Imperial Water District and other Southern California water agencies (Wahl, 1994). Nominally at least the outside entity presumably gains from this transaction while the agricultural producing region is at least not worse off. It will be seen that in actuality the situation is somewhat more complicated. It can be shown that this scheme results in a gain in surface water available for irrigation to the district, although this gain is not likely to be large in most instances. Although surface flows to the district are reduced, this reduction is more than made up for by the reduced conveyance losses for what remains. However, the reduction in deep percolation flows affects hydraulic head and hence groundwater extractions. Theoretical analysis (available from the authors) establishes that steady-state hydraulic heads and groundwater extractions are reduced in this scheme under both common property and efficient usage in comparison to the base case. This is true at least for small changes in canallining if not all changes. Thus there are somewhat opposing effects on the agricultural region and empirical analysis is needed to determine the net outcome. For the empirical analysis, we consider the canal-lining transfer scheme with a change in the surface water infiltration coefficient equal to 0.1 and water transfers equal to 2.43 £ 106 ha cm yr21. Thus the new coefficient value is g ¼ 0:2 and surface water flows to the district are s ¼ 21:87 £ 106 ha cm yr21 : Consistent with theoretical analysis, this canal-lining project results in a hydraulic head at year 50 some 10.4 m lower than that in the base case, and groundwater withdrawals some 2.59 £ 106 ha cm less than base levels in year 50 (Table 1). Annualized net benefits in the region are reduced by $5.58 ha21 of farmland per year. K.C. Knapp et al. / Journal of Environmental Management 67 (2003) 291–301 As noted, there are two somewhat counteracting effects of this scheme on the region: First, there is an increase in available surface water for irrigation in each year. This shows up in terms of reduced groundwater extractions and in fact net benefits in the region are higher than without the canal-lining scheme in the early years. However, there is also a negative impact on the region in terms of reduced flows to the water table from percolation below the canal. This latter effect eventually comes to dominate and after some point annual net benefits are below the base level as pumping costs increase due to an increased lift and this in turn reduces withdrawals. Although the program might nominally appear reasonable at first glance since saved water from the canal-lining is being transferred, in actuality the region is somewhat worse off, so either less than the saved water should be transferred or the region needs to be financially compensated in some way. 5. Water markets We now consider water markets as a mechanism of intersectoral transfers and allocation, again for the unregulated aquifer. Here we assume the basin receives its full allotment of surface water, but farmers are allowed to sell water to the urban sector on an individual basis. We suppose a competitive market with many buyers and sellers in the external market. Each is relatively small compared to the market and takes price as a given. Since competitive markets are economically efficient under the First Welfare Theorem (Varian, 1992), optimizing Eq. (1) simulates a competitive market with respect to exports. This market is restricted efficient in that for a given year with a given hydraulic head it would not be possible to achieve a higher level of social net benefits in that year. The export demand curve in (1) gives marginal benefits from water exported to urban areas outside the region under consideration. It is net of transport costs and thus reflects prices at the region’s border. The export demand curve is specified as pe ðwÞ ¼ 3 X bi w i ð7Þ i¼0 and was estimated from Vaux and Howitt (1984). They divide the California urban sector into two regions with estimated supply and demand curves for each. Each of these were aggregated, then horizontally subtracted to determine an aggregate net import demand curve for this sector. This curve was then adjusted for inflation, transport costs, and Kern county’s surface supply as a fraction of California agriculture’s surface supply, to determine the export demand curve for Kern county. This curve is fairly inelastic reflecting residential and industrial users greater degree of ability to pay for water. Other definitions, equations and constraints are as before. 297 Selected results are in Table 1. Over the 50-year horizon, water exports from Kern county begin at 5.00 £ 106 ha cm yr21 and decline to 4.88 £ 106 ha cm yr21. This decline is due to the fact that as the water table falls, the shadow value of surface flows rises and hence less is offered for sale on the market. Previous studies of water transfers are generally static. Quantitatively, these results demonstrate that the structure and flow of transfers could evolve over time as the aquifer responds. Quantitatively, this effect is quite small and is due to the inelastic export demand curve noted earlier. This level of water exports under common property is roughly 20% of the available surface inflows to Kern county. Thus the other hydrologic variables under competitive water markets are approximately as shown in Fig. 2 for the 20% cutback. In year 1, social net benefits are $138 million without markets and $236 million with markets, for an increase of 71%. In year 50, the comparable percentage increase due to water markets is 61%. Thus competitive water markets can result in substantial societal gains; they are driven by the greater willingness-to-pay for water in the urban sector and the consequent inelastic demand. As noted earlier, regional net benefits are given by Eq. (1) minus consumer surplus accruing to the urban sector. In the first year, we find regional net benefits essentially identical with and without water markets. In the last year (year 50), regional net benefits with water markets are actually 7.5% less than without markets. The first result is explained by the fact that marginal pumping costs are essentially flat at the equilibrium level; this means that exports can be supplied with a very minimal increase in water prices in the region. In other words, the export supply curve is very flat so there is minimal producer surplus from opening up markets; almost all the gain in social net benefits is accruing to external water consumers. For the second result, the surface water exports imply larger groundwater extractions which drives the water table level lower than it would otherwise be. In this example, at least, the (static) gains from trade to the region are outweighed by the increased pumping cost and the region is worse off. At first glance these results may seem at odds with economic theory since water sales are voluntary; however, this is not the case. In each period considered individually, water sales leave the agricultural region at least as well off as no water markets in that period given the existing hydraulic head and other hydrologic conditions at the beginning of the period. Furthermore, water sales are by individuals in a competitive market, thus there is no market power being exerted. The fact that they lose in the long term compared to no markets cannot by overcome by individual agents acting separately since, under common property usage with many agents and no regional collusion, it would not pay for individual agents to try and hold back on water sales and their own groundwater usage in order to stem the falling groundwater table. It is rational for them to operate 298 K.C. Knapp et al. / Journal of Environmental Management 67 (2003) 291–301 solely on a period-by-period basis without regard for the future. 6. Economic efficiency and groundwater management The analysis so far has only considered an unregulated aquifer which is the current institution in the study area. It is well known that common property usage is economically inefficient (Negri, 1989; Provencher and Brut, 1993) implying a potential role for management. This is due to externalities where individuals ignore costs imposed on others. Dixon (1988) provides extensive theoretical and empirical evidence on this. As a consequence, common property usage results in excessive withdrawals and lowered future water table levels. There is also considerable interest in the policy arena in groundwater management (Hauge, 1998), and in some circumstances California water law prohibits water transfers unless a groundwater management plan is in place (California Water Code, sections 1220 and 1745.10). Accordingly, we now consider economically efficient use of the resource and in particular the implications of water transfers for groundwater management and vice versa. Burt (1964) initiated numerical analysis of economically efficient groundwater management. For economic efficiency, the time path of groundwater extractions maximizes the present value of social net benefits Eq. (1) over an infinite horizon 1 X ð1 þ rÞ2t pt ð8Þ t¼1 where r is the discount rate. This optimization is subject to the equation of motion Eq. (6), the other constraints and definitions (2) – (5), and various bounds and non-negativity conditions. The problem is solved using dynamic programming methods written in the GAMS language (Brooke et al., 1992), where successive approximations are used to calculate the value function which is then used in forward simulations to estimate time-series values over the 50-year horizon. Selected results are in Table 1. In contrast to common property usage, economic efficiency results in an increasing hydraulic head over the simulated time span for the original surface water allocation. The difference is significant; after 50 years for example, there is almost a 24.4 m difference in pumping lift. Although the system does not reach steady-state during the horizon considered, optimal management will eventually result in a steady-state, and obviously the water table will be at a substantially higher elevation than under common property usage. Optimal withdrawals are significantly lower than withdrawals under common property usage. This results from the fact that the economically efficient solution accounts for the effect of current withdrawals on future pumping costs, whereas the common property solution does not. Although not illustrated, social net benefits are reduced in the early years under efficient use due to reduced extractions and the consequent adjustments on the part of growers. After some point, however, management results in increased annual social net benefits relative to common property usage due to reduced pumping costs and also narrowing the gap in terms of extractions. Benefits from groundwater management are the difference in present value of social net benefits under economic efficiency and common property. Beginning with Gisser and Sanchez (1980), a large number of studies have generally found relatively small social benefits from managing groundwater (Feinerman and Knapp, 1983; Nieswiadomy, 1985; Reichard, 1987; Kim et al., 1989; Brill and Burness, 1994; Provencher and Burt, 1994; Knapp and Olson 1995; Burness and Brill, 2001). After annualizing, groundwater management benefits are $6.03 ha21 yr21 for the basin considered here over the 50-year horizon and with the original surface allocation. Consistent with previous economic studies of groundwater management, this figure is fairly low. Note also that this is only the benefit from management, it does not consider management costs (contracting, monitoring and enforcement) which would make the net benefits of groundwater management even smaller. Intuitively, water transfers from the basin make the groundwater resource more valuable and so the gains from management should increase as surface water availability decreases. This is borne out by the results of our analysis (Table 1). A 10% cutback in surface water deliveries increases annualized management benefits by 5% compared to the original surface water allocation, while the 20% cutback results in an 11% increase over the no cutback case. Thus, in relative terms the surface water reductions do imply significant increases in the incentive to manage the resource. Likewise, the other transfer policies may also increase the benefits from management. Overall, however, benefits from groundwater management appear to remain rather modest. If these results and those of the previous literature are correct, then groundwater management as a precondition for water transfers would need to be justified on grounds other than the pumping cost and stock externalities examined to date in the groundwater economics literature.6 A converse question is to what extent management might mitigate the adverse effects of water transfers on the regional basin. Qualitatively, the effects of transfers under economic efficiency are comparable to those under common 6 Note, however, that regional management benefits can be significantly larger than the social management benefits. For example, regional management benefits are $27.40 ha21 yr21 with water markets in comparison to social management benefits of $8.10 ha21 yr21. This implies a larger incentive for the region to adapt management than indicated by the social benefit calculation. It also implies possible equity effects from management: with water markets, external water consumers lose from initiating efficient groundwater management while the region gains. K.C. Knapp et al. / Journal of Environmental Management 67 (2003) 291–301 property: they lower the water table over what it otherwise would be, tilt the extraction schedule, and may lower annual net benefits from agricultural water use depending on the type of transfer. With the 20% cutback for example, the effect is strong enough that the optimal water table declines over time instead of increasing as with no transfers or the 10% cutback under efficiency. Quantitatively, the 20% cutback after 50 years lowers the water table by 47% under common property (compared to the original allocation), but only 30% under efficiency. Comparable figures for annual net benefits are 13% for common property and 12% for efficiency. As another example, annualized regional net benefits under the canal-lining scheme are still reduced under economic efficiency compared to the original allocation. Thus optimal management may mitigate only some (if any) of the adverse effects of transfers on the aquifer. Under common property usage we found that competitive water markets can reduce regional net benefits when the dynamic effects on groundwater are accounted for. An interesting question is whether this still holds under economically efficient management. Under economic efficiency, water exports from the region are a constant (over time) 4.81 £ 106 ha cm yr21. This is somewhat less than exports under common property usage, the reason being that with optimal management the user cost of groundwater extractions is now accounted for. This means that growers are somewhat less willing to substitute current extractions for reduced surface flows, hence somewhat less surface flows are exported. Social net benefits as defined by Eq. (1) are almost constant over the horizon and the gain in social net benefits for the combined agricultural/urban system from opening up markets is again quite substantial (67%). Annualized regional net benefits over the 50-year horizon are $388 and $380 ha21 yr21 with and without water markets respectively under efficiency. Thus opening up water markets in conjunction with optimal groundwater management implies a gain of $8 ha21 yr21 for agricultural producers who are the water sellers in this problem, or a gain of approximately 2%. Note that this assumes that the gains from groundwater management are internalized in the region. This could occur through quantity restrictions on groundwater withdrawals, in which case users capture the benefits of management, or through a pumping charge which is rebated back to users in a lump-sum fashion so as not to distort the incentive effects of the charge. transfers of 5– 15% away from agriculture might not be unreasonable over the next 20 – 30 years in California.7 The consequences of alternate transfer programs on agriculture are evaluated here for Kern county, California. Water transfers lower water table levels as expected; however, the effect on groundwater withdrawals is more complicated. Initially withdrawals increase with surface water transfers as expected, but eventually they decline. This can be attributed to both the reduced conveyance losses and deep percolation flows from surface flows as well as the increased pumping costs. Quantitatively the effects of transfers may well be moderate at most, at least for the level of transfers analyzed here. For example, we find that a 20% transfer level results in a 31% increase in pumping lift and a 13% reduction in annual regional net benefits from agricultural production after 50 years in comparison to the no-transfer case. A major concern with water transfers is the equity effects on the regions supplying the water. Certainly regions with involuntary cutbacks will lose, but, as noted, the effects are not necessarily large when one considers the range of possible adjustments. The canal-lining scheme, although nominally fair and initially beneficial to the region, may also result in net losses to the region over time due to the reduced conveyance losses which help recharge the aquifer. Likewise, we also found that competitive water markets and no groundwater management can result in regional losses from transfers. Although agricultural water sellers are gaining on a year-by-year basis given water table levels in each year, the extra withdrawals-generated by farmers substituting groundwater for the surface water they transfer-imply reduced water table levels over time which in turn generate increased pumping costs and lower withdrawals. Thus some of the fears of water-exporting regions about water markets have a legitimate grounding and it may therefore be necessary to take extra steps for everyone to share in the net benefits of establishing water markets beyond just setting up a textbook water market. Accounting for dynamic effects is also important for districts contemplating water sales. For example, if the district prices water according to the initial conditions, then the break-even price would be $3.65 ha21 cm21; however, the break-even price would be $6.32 ha21 cm21 in year 50 under a sequenced approach or $4.86 ha21 cm21 in the annualized approach. Thus prices charged by the district for 7 7. Conclusions Water transfers from agriculture to environmental and residential/industrial uses are likely to become increasingly common over the next few decades in California and other parts of the western US and world. It is difficult to estimate the magnitude of these transfers, but a review of existing studies as well as the results here suggests that, on average, 299 Vaux and Howitt (1984) found water transfers from agricultural to urban uses ranging from 6.3% of total agricultural supplies in 1980 to 11.5% of total agricultural supplies in 2020. In a more recent analysis of Central Valley agriculture, USBR (1998) estimated that the vast majority of all water transfers would be from Tulare Basin agriculture (including Kern County) to Southern California urban users, and that four percent of the surface water in that region would be transferred, or a total of 1.2 £ 106 ha cm. Weinberg (1997b) calculated that water transfers from CVP water users under the CVPIA would be four percent of federal water use when voluntary water transfers were the only provision considered. Environmental re-allocations are discussed in footnote 3. 300 K.C. Knapp et al. / Journal of Environmental Management 67 (2003) 291–301 its water can only be accurately calculated by accounting for grower response to surface water reductions and the associated changes in the water table level. We found that in some instances economically efficient management will mitigate adverse impacts of surface water transfers, but not in many circumstances or by much. Management had little impact on the canal-lining losses and break-even price calculations. Management did reduce the water table impacts under cutbacks by a significant amount but not the annual net benefit impact. Perhaps the most striking effect of management occurs with water markets. Here we did find that the region was better off under water markets although the gain was not large. Whether this is a general result or just holds for the particular study area here is an open question. A somewhat surprising result in the groundwater economics literature is the relatively low level of benefits from initiating management, so it is natural to ask whether water transfers will alter this finding. Reductions in surface water availability due to transfers increase stress on the aquifer and social benefits from groundwater management increase as might be expected. In percentage terms the increase can be substantial; however, the overall level of social management benefits remains rather small. There can be equity effects, however, and in some instances benefits to the region from initiating management can substantially exceed social management benefits. In some locales in California, water cannot be transferred out of basins without a groundwater management plan and there is often a presumption in the general policy literature that groundwater management should be initiated as a precondition to transfers. The results here suggest that groundwater management is neither a necessary nor a sufficient condition for everyone to share in the benefits of reducing the barriers to transfers and the associated water reallocations. This holds under the pumping cost externality analyzed here. Other phenomena such as land subsidence, water quality, seawater intrusion, natural habitats, or equity considerations could imply a role for management beyond that considered here. Acknowledgements The authors thank Don Erman for suggesting the research topic, Dan Sumner for editorial comments, and Phyllis Nash for assistance with the graphics. Two reviewers and the Journal editorial staff provided numerous helpful suggestions leading to a substantially improved exposition. Appendix A See Table A1. Table A1 Parameter values for the Kern county agricultural production/groundwater aquifer system Parameter Description Value r a0 a1 Interest rate Water demand intercept Water demand slope a2 Water demand quadratic k e s ps s g b A h h sy v h1 b0 b1 Well/pump O&M costs Energy cost Drawdown Surface water price Annual surface inflows Surface water infiltration coefficient Deep percolation coefficient Aquifer area Land height Aquifer bottom Specific yield Natural recharge Initial hydraulic head Export demand intercept Export demand slope 4% $11.88 ha21 cm21 2$0.29713 [106 ha cm]21 (ha cm)21 $1.76 £ 1023 [106 ha cm]22 (ha cm)21 $0.50 (ha cm)21 $0.039 (ha cm)21 m21 18.3 m $3.00 (ha cm)21 24.30 £ 106 ha cm yr21 0.3 b2 Export demand quadratic b3 Export demand cubic 0.2 0.52 million ha 117 m above MSL 71 m below MSL 0.13 0.641 £ 106 ha cm yr21 51 m above MSL $41.30 ha21 cm21 2$8.82348 (106 ha cm)21 (ha cm)21 $1.235 (106 ha cm)22 (ha cm)21 2$0.1938 (106 ha cm)23 (ha cm)21 Monetary values are 1992 dollars. 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