Published online by Cambridge University Press: 05 November 2011
This chapter presents service algorithms helpful in many geostatistical studies. The first algorithm is the histogram transformation TRANS. Program TRANS in Section 9.1 allows the transforming of any histogram into any other histogram by matching their quantiles. The second algorithm (Section 9.2) is a proportion transformation appropriate for categorical variables. Program TRANSCAT not only matches target proportions but also preserves the image structures. The third algorithm is POSTKRIGING (Section 9.3) which extracts useful information from kriging or indicator kriging maps. Program POSTSIM (Section 9.4) performs the same tasks but on a set of stochastic realizations resulting from any of the simulation algorithms presented in Chapter 8. Section 9.5 presents algorithm NU-TAU MODEL related to the nu/tau model, see Section 3.10: this algorithm allows the combining of different probabilities stored as properties. Section 9.6 presents utility program BCOVAR, which allows the user to calculate the covariance map between any point or block, and the covariance value between any points or blocks. Section 9.7 presents program IMAGE PROCESSING, used to perform scaling and rotation on a Cartesian grid. These operations are particularly useful for preparing a training image. MOVING WINDOW in Section 9.8 calculates local statistics such as moving average, moving variance, the default FILTERSIM filters, a Gaussian low pass filter and the Sobel filter for edge detection; it also accepts user-defined filters. Finally, a training image generator TIGENERATOR is presented in Section 9.9.
To save this book to your Kindle, first ensure no-reply@cambridge.org is added to your Approved Personal Document E-mail List under your Personal Document Settings on the Manage Your Content and Devices page of your Amazon account. Then enter the ‘name’ part of your Kindle email address below. Find out more about saving to your Kindle.
Note you can select to save to either the @free.kindle.com or @kindle.com variations. ‘@free.kindle.com’ emails are free but can only be saved to your device when it is connected to wi-fi. ‘@kindle.com’ emails can be delivered even when you are not connected to wi-fi, but note that service fees apply.
Find out more about the Kindle Personal Document Service.
To save content items to your account, please confirm that you agree to abide by our usage policies. If this is the first time you use this feature, you will be asked to authorise Cambridge Core to connect with your account. Find out more about saving content to Dropbox.
To save content items to your account, please confirm that you agree to abide by our usage policies. If this is the first time you use this feature, you will be asked to authorise Cambridge Core to connect with your account. Find out more about saving content to Google Drive.