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User's guide of Proceessing Modflow 5.0

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142 Processing <strong>Modflow</strong><br />

parameter estimation process must not be log-transformed; hence if a parameter's lower<br />

bound is zero or less, PEST will disallow logarithmic transformation for that parameter.<br />

Note that by using an appropriate scale and <strong>of</strong>fset, you can ensure that parameters never<br />

become negative. Thus if you are estimating the value for a parameter whose domain, as<br />

far as the model is concerned, is the interval [-9.99, 10], you can shift this domain to<br />

[0.01, 20] for PEST by designating a scale <strong>of</strong> 1.0 and an <strong>of</strong>fset <strong>of</strong> -10.0. Similarly if a<br />

parameter's model domain is entirely negative, you can make this domain entirely<br />

positive for PEST by supplying a scale <strong>of</strong> -1.0 and an <strong>of</strong>fset <strong>of</strong> 0.0. See the discussion on<br />

the SCALE and OFFSET variables below.<br />

If a parameter is fixed, taking no part in the optimization process, PARTRANS must<br />

be specified as Fixed. If a parameter is linked to another parameter, this is signified by<br />

a PARTRANS value <strong>of</strong> Tied. In the latter case the parameter takes only a limited role<br />

in the estimation process. However the parameter to which the tied parameter is linked<br />

(this "parent" parameter must be neither fixed nor tied itself) takes an active part in the<br />

parameter estimation process; the tied parameter simply "piggy-backs" on the parent<br />

parameter, the value <strong>of</strong> the tied parameter maintaining at all times the same ratio to the<br />

parent parameter as the ratio <strong>of</strong> their initial values. If a parameter is neither fixed nor tied,<br />

and is not log-transformed, the parameter transformation variable PARTRANS must be<br />

supplied as None.<br />

- PARCHGLIM is used to designate whether an adjustable parameter is relative-limited<br />

or factor-limited (See the discussion on RELPARMAX and FACPARMAX, p. 147). For<br />

tied or fixed parameters PARCHGLIM has no significance.<br />

- PARGP is the number <strong>of</strong> the group to which a parameter belongs. Paramter groups are<br />

discussed in Group Definitions below.<br />

- PARTIED is the number <strong>of</strong> the "parent" parameter to which a parameter is linked. See<br />

also PARTRANS.<br />

- SCALE and OFFSET: Just before a parameter value is written to an input file <strong>of</strong><br />

MODFLOW, it is multiplied by the real variable SCALE, after which the real variable<br />

OFFSET is added. The use <strong>of</strong> these two variables allows you to redefine the domain <strong>of</strong><br />

a parameter. Because they operate on the parameter value "at the last moment" before it<br />

is sent, they take no part in the estimation process; in fact they can "conceal" from PEST<br />

the true value <strong>of</strong> a parameter as seen by the model, PEST optimizing, instead, the<br />

parameter b where<br />

p<br />

bp ' (b m & o)/s<br />

(3.51)<br />

Here b p is the parameter optimized by PEST, b m<br />

is the parameter seen by the model,<br />

3.6.5 PEST (Inverse Modeling)

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