In soil science, pedotransfer functions (PTF) are predictive functions of certain soil properties using data from soil surveys.
The term pedotransfer function was coined by Johan Bouma[1] as translating data we have into what we need. The most readily available data comes from a soil survey, such as the field morphology, soil texture, structure and pH. Pedotransfer functions add value to this basic information by translating them into estimates of other more laborious and expensively determined soil properties. These functions fill the gap between the available soil data and the properties which are more useful or required for a particular model or quality assessment. Pedotransfer functions utilize various regression analysis and data mining techniques to extract rules associating basic soil properties with more difficult to measure properties.
Although not formally recognized and named until 1989, the concept of the pedotransfer function has long been applied to estimate soil properties that are difficult to determine. Many soil science agencies have their own (unofficial) rule of thumb for estimating difficult-to-measure soil properties. Probably because of the particular difficulty, cost of measurement, and availability of large databases, the most comprehensive research in developing PTFs has been for the estimation of water retention curve and hydraulic conductivity.
^Bouma, J. (1989). "Using Soil Survey Data for Quantitative Land Evaluation". Advances in Soil Science. Vol. 9. pp. 177–213. doi:10.1007/978-1-4612-3532-3_4. ISBN 978-1-4612-8144-3.
and 15 Related for: Pedotransfer function information
science, pedotransferfunctions (PTF) are predictive functions of certain soil properties using data from soil surveys. The term pedotransferfunction was...
the diameter of the 10 percentile grain size of the material. A pedotransferfunction (PTF) is a specialized empirical estimation method, used primarily...
saturated atmosphere without the addition of water to the soil. See pedotransferfunction for wilting coefficient by Briggs. Frank Veihmeyer and Arthur Hendrickson...
Factory, an astronomical survey program Pedotransferfunction, a concept used in soil science Phase transfer function, used for the optics of an imaging system...
Available water capacity Integral energy Nonlimiting water range Pedotransferfunction Permanent wilting point Water potential Water retention curve Israelsen...
relating to more easily measurable parameters can be provided by pedotransferfunctions. For instance, soil bulk density can be predicted using easily measured...
logically linked predictive functions. These predictive functions, in a non-spatial context are referred to as pedotransferfunctions. The basic assumption...
Available water capacity Field capacity Nonlimiting water range Pedotransferfunction Permanent wilting point Lyman, James Briggs; J. W. McLane (1907)...
equivalent based on centrifuging, which is now thought of as the first Pedotransferfunction. In the same year he also organized a biophysical laboratory that...
scheduling Limiting factor Moisture equivalent Moisture stress Pedotransferfunction Soil plant atmosphere continuum Da Silva A P, Kay B D and Perfect...
Bellocchi G., 2004. Evaluation of pedotransferfunctions. In Pachepsky Y., Rawls W. (eds.) Development of pedotransferfunctions in soil hydrology. Elsevier...
PTFIndicator: An IRENE_DLL-based application to evaluate estimates of pedotransferfunctions by integrated indices. Env. Modell. Softw., 21: 107-100. Cappelli...