Evaluation and Development of Pedotransfer Functions for Predicting Saturated Hydraulic Conductivity for Mexican Soils

被引:4
|
作者
Trejo-Alonso, Josue [1 ]
Quevedo, Antonio [2 ]
Fuentes, Carlos [2 ]
Chavez, Carlos [1 ]
机构
[1] Autonomous Univ Queretaro, Dept Irrigat & Drainage Engn, Water Res Ctr, Cerro Campanas SN, Queretaro 76010, Mexico
[2] Mexican Inst Water Technol, Paseo Cuauhnahuac 8532, Jiutepec 62550, Morelos, Mexico
来源
AGRONOMY-BASEL | 2020年 / 10卷 / 10期
关键词
pedotransfer functions; inverse methods; gravity irrigation; model validation; experimental data; ANALYTICAL FORMULA; IRRIGATION; VARIABILITY;
D O I
10.3390/agronomy10101516
中图分类号
S3 [农学(农艺学)];
学科分类号
0901 ;
摘要
In the present work, we evaluate the prediction capability of six pedotransfer functions (PTFs), reported in the literature, for the saturated hydraulic conductivity estimations (K-S). We used a database with 900 measured samples obtained from the Irrigation District 023, in San Juan del Rio, Queretaro, Mexico. Additionally, six new PTFs were constructed for K-S from clay percentage, bulk density, and saturation water content data. The results show, for the evaluated models, that one model presents an overestimation for K-S > 0.5 cm h(-1) values, three models have an underestimation for K-S > 1.0 cm h(-1), and two models have a good correlation (R-2 > 0.98) but more than three parameters are necessary. Nevertheless, the last two models require 3-4 parameters in order to obtain optimization. On the other hand, the models proposed in this work have a similar correlation with fewer parameters. The fit is seen to be much better than using the existing ones, achieving a correlation of R-2 = 0.9822 with only one variable and R-2 = 0.9901 when we use two.
引用
收藏
页数:10
相关论文
共 50 条
  • [41] Predicting the Saturated Hydraulic Conductivity of Clayey Soils and Clayey or Silty Sands
    Bilardi, Stefania
    Ielo, Domenico
    Moraci, Nicola
    GEOSCIENCES, 2020, 10 (10) : 1 - 16
  • [42] Measurement and Modeling of the Saturated Hydraulic Conductivity Functions of Collapsible and Expansive Soils
    Sadeghi, Hamed
    Motlagh, Amin Hasani
    Darzi, Ali Golaghaei
    Alipanahi, Pouya
    Khodadadi, Saeed
    Song, Dongri
    INTERNATIONAL JOURNAL OF GEOMECHANICS, 2024, 24 (04)
  • [43] Pedotransfer functions developed for calculating soil saturated hydraulic conductivity in check dams on the Loess Plateau in China
    Cao, Taohong
    She, Dongli
    Zhang, Xiang
    Yang, Zhen
    Wang, Guangbo
    VADOSE ZONE JOURNAL, 2022, 21 (06)
  • [44] Selecting the most suitable pedotransfer functions for estimating saturated hydraulic conductivity according to the available soil inputs
    Abdelbaki, Ahmed M.
    AIN SHAMS ENGINEERING JOURNAL, 2021, 12 (03) : 2603 - 2615
  • [45] A practical equation for predicting saturated hydraulic conductivity of fine-grained soils
    Gao, You
    Sun, Kaibin
    Wang, Shuo
    Li, Jiwei
    Sun, Dean
    Fu, Yuchen
    JOURNAL OF HYDROLOGY, 2024, 638
  • [46] Determining a composite value for the saturated hydraulic conductivity in a recharge area of the Guarani Aquifer System, using pedotransfer functions
    de Oliveira, Marcelo Eduardo Dias
    Gastmans, Didier
    Sacchi, Marcelo Donadelli
    Rocha, Rodrigo Esteves
    de Lima, Camila
    dos Santos, Vinicius
    RBRH-REVISTA BRASILEIRA DE RECURSOS HIDRICOS, 2021, 26
  • [47] Development and functional evaluation of pedotransfer functions for estimating soil hydraulic properties in Portuguese soils: Implications for soil water dynamics
    Ramos, Tiago B.
    Darouich, Hanaa
    Goncalves, Maria C.
    GEODERMA REGIONAL, 2023, 35
  • [48] Evaluation of pedotransfer functions for predicting particle density of soils with low organic matter contents
    Qin, Lu
    Lin, Lirong
    Ding, Shuwen
    Yi, Ceng
    Chen, Jiazhou
    Tian, Zhengchao
    GEODERMA, 2022, 416
  • [49] Evaluation of pedotransfer functions for predicting soil bulk density for U.S. soils
    Abdelbaki, Ahmed M.
    AIN SHAMS ENGINEERING JOURNAL, 2018, 9 (04) : 1611 - 1619
  • [50] Comparison of artificial neural network and regression pedotransfer functions for prediction of soil water retention and saturated hydraulic conductivity
    Merdun, Hasan
    Cinar, Ozer
    Meral, Ramazan
    Apan, Mehmet
    SOIL & TILLAGE RESEARCH, 2006, 90 (1-2): : 108 - 116