Modelling of impact of water quality on infiltration rate of soil by random forest regression

B Singh, P Sihag, K Singh - Modeling Earth Systems and Environment, 2017 - Springer
In this paper, Infiltration rate of the soil is investigated by using predictive models of Random
forest regression and their performance were compared with Artificial neural network (ANN) …

Prediction of unsaturated hydraulic conductivity using adaptive neuro-fuzzy inference system (ANFIS)

P Sihag, NK Tiwari, S Ranjan - ISH Journal of Hydraulic …, 2019 - Taylor & Francis
This paper aims to predict the unsaturated hydraulic conductivity of soil using Adaptive
Neuro-fuzzy inference system (ANFIS), Multi-Linear Regression (MLR), and artificial neural …

Efficient approach to solving transient unsaturated flow problems. I: Analytical solutions

ALB Cavalcante, JG Zornberg - International Journal of …, 2017 - ascelibrary.org
Richard's equation governs the migration of moisture in the soil under unsaturated
conditions. Although this differential equation provides a rigorous approach to simulating …

A simple, accurate, and explicit form of the Green–Ampt model to estimate infiltration, sorptivity, and hydraulic conductivity

SH Sadeghi, HW Loescher, PW Jacoby… - Vadose Zone …, 2024 - Wiley Online Library
Finding an explicit solution to the widely used Green–Ampt (G–A) one‐dimensional
infiltration model has been subject of efforts for more than half a century. We derived an …

Solution to Green–Ampt infiltration model using a two-step curve-fitting approach

S Ali, A Islam - Environmental earth sciences, 2018 - Springer
Infiltration is an important hydrological process affecting the runoff, groundwater recharge
and solute transport process. The Green–Ampt (GA) model, describing one-dimensional …

[PDF][PDF] Sensitivity analysis of one-dimensional infiltration models

EM Hoyos, ALB Cavalcante - EJGA, 2015 - researchgate.net
Many infiltration models have been developed to predict infiltration rate as a function of time
and physical or empirical parameters, for a different type of soils. Each of these models is …

Implementation of the Green-Ampt infiltration model: Comparative between different numerical solutions

TA Mendes, SF Sousa, SAS Pereira - Trends in Computational and …, 2021 - SciELO Brasil
The phenomena of infiltration and the percolation of water in the soil are of fundamental
importance for the evaluation of runoff, groundwater recharge, evapotranspiration, soil …

[PDF][PDF] PERFORMANCE EVALUATI

P Sihag - J. Indian Water Resour. Soc, 2018 - researchgate.net
Infiltration is the seepage of water through top surface o models used to estimate infiltration
rates of soils. Fie Kurukshetra, two districts of Haryana, India measurement of infiltration rate …

Modelling of the hydromechanical behaviour of unsaturated swelling soils

MCO Garzón - 2024 - realp.unb.br
ABSTRACT Olarte Garzon, MC,(2023). Modelling of the hydromechanical behaviour of
unsaturated swelling soils. Master's dissertation, University of Brasilia, Faculty of …

[PDF][PDF] Evaluation of infiltration rate from soil properties using artificial neural network

T Alam, S Barua, H Anisa, MS Islam - International conference on …, 2019 - researchgate.net
This study establishes a mathematical relationship between infiltration rate and soil
properties of top and subsoil collected from 24 random spots in Bangladesh Agricultural …