Soil Water Retention Characteristics of Vertisols and Pedotransfer Functions Based on Nearest Neighbor and Neural Networks Approaches to Estimate AWC

2012 ◽  
Vol 138 (2) ◽  
pp. 177-184 ◽  
Author(s):  
N. G. Patil ◽  
D. K. Pal ◽  
C. Mandal ◽  
D. K. Mandal
Keyword(s):  
Neural Networks ◽  
Soil Water ◽  
Water Retention ◽  
Nearest Neighbor ◽  
Pedotransfer Functions ◽  
Soil Water Retention ◽  
Retention Characteristics

Assessing Soil Water Retention Characteristics and Their Spatial Variability Using Pedotransfer Functions

Pedosphere ◽  
2011 ◽  
Vol 21 (4) ◽  
pp. 413-422 ◽  
Author(s):  
Kai-Hua LIAO ◽  
Shao-Hui XU ◽  
Ji-Chun WU ◽  
Shu-Hua JI ◽  
Qing LIN
Keyword(s):  
Spatial Variability ◽  
Soil Water ◽  
Water Retention ◽  
Pedotransfer Functions ◽  
Soil Water Retention ◽  
Retention Characteristics

Analysis of soil water retention characteristics (SWRC) models using R computer program

2021 ◽  
Author(s):  
Vitalis Kibiwott Too ◽  
Christian Thine Omuto ◽  
Elijah Kipngetich Biamah ◽  
John Paul Obiero
Keyword(s):  
Computer Program ◽  
Soil Water ◽  
Water Retention ◽  
Soil Water Retention ◽  
Retention Characteristics

scholarly journals Investigating soil water retention characteristics at high suctions using relative humidity control

2016 ◽  
Vol 9 ◽  
pp. 10007 ◽  
Author(s):  
Vasileios Mantikos ◽  
Steven Ackerley ◽  
Andrew Kirkham ◽  
Aikaterini Tsiampousi ◽  
David M.G. Taborda ◽  
...  
Keyword(s):  
Relative Humidity ◽  
Soil Water ◽  
Water Retention ◽  
Soil Water Retention ◽  
Humidity Control ◽  
Retention Characteristics

scholarly journals Assessment of pedotransfer functions for estimating soil water retention curves for the amazon region

2014 ◽  
Vol 38 (3) ◽  
pp. 730-743 ◽  
Author(s):  
João Carlos Medeiros ◽  
Miguel Cooper ◽  
Jaqueline Dalla Rosa ◽  
Michel Grimaldi ◽  
Yves Coquet
Keyword(s):  
Soil Water ◽  
Water Retention ◽  
Soil Layer ◽  
Direct Determination ◽  
Exchange Capacity ◽  
Pedotransfer Functions ◽  
Water Retention Curve ◽  
Spatial And Temporal Variability ◽  
Soil Water Retention Curve ◽  
Soil Water Retention

Knowledge of the soil water retention curve (SWRC) is essential for understanding and modeling hydraulic processes in the soil. However, direct determination of the SWRC is time consuming and costly. In addition, it requires a large number of samples, due to the high spatial and temporal variability of soil hydraulic properties. An alternative is the use of models, called pedotransfer functions (PTFs), which estimate the SWRC from easy-to-measure properties. The aim of this paper was to test the accuracy of 16 point or parametric PTFs reported in the literature on different soils from the south and southeast of the State of Pará, Brazil. The PTFs tested were proposed by Pidgeon (1972), Lal (1979), Aina & Periaswamy (1985), Arruda et al. (1987), Dijkerman (1988), Vereecken et al. (1989), Batjes (1996), van den Berg et al. (1997), Tomasella et al. (2000), Hodnett & Tomasella (2002), Oliveira et al. (2002), and Barros (2010). We used a database that includes soil texture (sand, silt, and clay), bulk density, soil organic carbon, soil pH, cation exchange capacity, and the SWRC. Most of the PTFs tested did not show good performance in estimating the SWRC. The parametric PTFs, however, performed better than the point PTFs in assessing the SWRC in the tested region. Among the parametric PTFs, those proposed by Tomasella et al. (2000) achieved the best accuracy in estimating the empirical parameters of the van Genuchten (1980) model, especially when tested in the top soil layer.

Multiscale Pedotransfer Functions for Soil Water Retention

2007 ◽  
Vol 6 (4) ◽  
pp. 868-878 ◽  
Author(s):  
Raghavendra B. Jana ◽  
Binayak P. Mohanty ◽  
Everett P. Springer
Keyword(s):  
Soil Water ◽  
Water Retention ◽  
Pedotransfer Functions ◽  
Soil Water Retention
Sign in / Sign up

Export Citation Format

Share Document