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 language | English (US) |
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Title of host publication | Encyclopedia of Soils in the Environment, Second Edition |
Publisher | Elsevier |
Pages | V4-642-V4-654 |
ISBN (Electronic) | 9780128229743 |
DOIs | |
State | Published - 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