Pedotransfer functions and their application to soil water dynamics

Marcel G. Schaap, Yonggen Zhang, Attila Nemes

Research output: Chapter in Book/Report/Conference proceedingChapter

4 Scopus citations

Abstract

Pedotransfer functions (PTFs) are equations that use basic soil attributes, such as soil texture and soil bulk density, which are easier to measure, to predict those that are harder to determine, such as soil hydraulic parameters, for modeling relevant earth system processes. Here, we give a general overview of PTF development with a focus on soil hydraulic attributes and discuss different categories of PTFs. Frequently used metrics for PTF optimization and evaluation are summarized. We conclude the Chapter by providing an example application of how PTFs are used in modeling soil water movement and how uncertainty in soil hydraulic parameter estimates propagates to derived state variable quantities.

Original languageEnglish (US)
Title of host publicationEncyclopedia of Soils in the Environment, Second Edition
PublisherElsevier
PagesV4-642-V4-654
ISBN (Electronic)9780128229743
DOIs
StatePublished - Jan 1 2023

Keywords

  • Hydraulic conductivity
  • Hydraulic property
  • Infiltration
  • Machine learning
  • Matric potential
  • Pedotransfer function
  • Soil texture
  • Soil water retention
  • Vadose zone
  • Water content

ASJC Scopus subject areas

  • General Engineering
  • General Agricultural and Biological Sciences

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