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The quality of modeling results in GIS operations depends on how well we can track error propagating from inputs to outputs. Monte Carlo simulation, moment design and Taylor series expansion have been employed to study error propagation over the years. Among them, first-order Taylor series expansion is popular because error propagation can be analytically studied. Because most operations in GIS are...
In the literature for error propagation, there have been many methods such as Monte Carlo simulations and Taylor expansions. Among them, the Taylor expansion method is popular since it not only gives the propagation relationship, but also can reveal the effects of small perturbations away from the true value. One-order Taylor expansion method, as a linear approximation, has been studied extensively...
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