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Climate change and water resources in the Murray Darling Basin ...

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ABARE CONFERENCE PAPER 02.11<br />

subject to constra<strong>in</strong>ts on <strong>the</strong> overall availability of irrigation <strong>water</strong> from rivers, sw*, <strong>and</strong><br />

from ground <strong>water</strong> sources, gw*, <strong>and</strong> suitable l<strong>and</strong>, L*:<br />

(4)<br />

subject to<br />

(5)<br />

where x j is output of activity j, L j is l<strong>and</strong> used <strong>in</strong> activity j, sw j is surface <strong>water</strong> <strong>and</strong> gw j is<br />

ground <strong>water</strong> used for irrigation of activity j, r is <strong>the</strong> discount rate, <strong>and</strong> csw is <strong>the</strong> unit cost<br />

of surface <strong>water</strong> used for irrigation <strong>and</strong> cgw is <strong>the</strong> unit cost of ground <strong>water</strong> used for irrigation.<br />

The net return to output for each activity is given by p j <strong>and</strong> is def<strong>in</strong>ed as <strong>the</strong> revenue<br />

from output less <strong>the</strong> cost of <strong>in</strong>puts, o<strong>the</strong>r than l<strong>and</strong> <strong>and</strong> <strong>water</strong>, per unit of output.<br />

For each activity, <strong>the</strong> volume of output depends on l<strong>and</strong> <strong>and</strong> <strong>water</strong> use (or on a subset of<br />

<strong>the</strong>se <strong>in</strong>puts) accord<strong>in</strong>g to a Cobb-Douglas production function:<br />

(6)<br />

where A j , α Lj , α swj <strong>and</strong> α gwj are technical coefficients <strong>in</strong> <strong>the</strong> production function. Note, <strong>the</strong><br />

technical coefficients on surface irrigation <strong>water</strong> are time dependent, to capture <strong>the</strong> impact<br />

of <strong>change</strong>s <strong>in</strong> salt concentration <strong>in</strong> <strong>the</strong> <strong>Murray</strong> River.<br />

The costs to irrigated agriculture <strong>and</strong> horticulture result<strong>in</strong>g from yield reductions caused by<br />

<strong>in</strong>creased river sal<strong>in</strong>ity are modeled explicitly. The impact of sal<strong>in</strong>e <strong>water</strong> on <strong>the</strong> productivity<br />

of plants is assumed to occur as plants extract sal<strong>in</strong>e <strong>water</strong> from <strong>the</strong> soil. The electroconductivity,<br />

EC, of <strong>the</strong> soil reflects <strong>the</strong> concentration of salt <strong>in</strong> <strong>the</strong> soil <strong>water</strong> <strong>and</strong> reduces<br />

<strong>the</strong> level of output per unit of l<strong>and</strong> <strong>in</strong>put (l<strong>and</strong> yield) <strong>and</strong> per unit of <strong>water</strong> <strong>in</strong>put (<strong>water</strong><br />

yield). This is represented by modify<strong>in</strong>g <strong>the</strong> appropriate technical coefficients, α swj , <strong>in</strong> <strong>the</strong><br />

production function for each activity from <strong>the</strong> level of those coefficients <strong>in</strong> <strong>the</strong> absence of<br />

sal<strong>in</strong>ity impacts. That is:<br />

(7)<br />

x<br />

j<br />

1<br />

max ∑ p x ( L , sw , gw )−csw∑ sw −cgw∑ gw<br />

r<br />

j<br />

j j j j j j j<br />

j<br />

j<br />

∑ j ∑ j ∑<br />

j<br />

j<br />

j<br />

sw ≤ sw*, gw ≤ gw * <strong>and</strong> L ≤ L *<br />

αLj αswj () t αgwj<br />

⎧<br />

⎪AjLj<br />

swj gwj 0< αLj + αswj + αgwj<br />

< 1for j = 12 , , 3<br />

= ⎨ α Lj<br />

⎩⎪ AL j j 0< α Lj < 1 for j=<br />

4, 5<br />

α<br />

swj<br />

max<br />

α swj<br />

() t =<br />

+ exp µ + µ<br />

1 ( 0j 1jEC)<br />

where µ 0j <strong>and</strong> µ 1j are productivity impact coefficients determ<strong>in</strong>ed for each activity <strong>and</strong><br />

α swj max is <strong>the</strong> level of <strong>the</strong> technical coefficient <strong>in</strong> <strong>the</strong> absence of sal<strong>in</strong>ity.<br />

17<br />

l

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