Prediction of secant shear modulus and damping ratio for an extremely dilative silica sand based on machine learning techniques

A Baghbani, T Choudhury, P Samui, S Costa - Soil Dynamics and …, 2023 - Elsevier
A better understanding of soil response to dynamic loads, including earthquakes, can result
in safer designs that can reduce casualties. The damping ratio and shear modulus are …

Single probe imitation of multi-depth capacitive soil moisture sensor using bidirectional recurrent neural network

P Pal, S Tripathi, C Kumar - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
This work proposes a single probe imitation of multidepth capacitive soil moisture sensor for
low-cost and energy-efficient implementation of IoT-assisted wireless sensor network …

Introducing a Kriging-based Gaussian Process approach in pedotransfer functions: Evaluation for the prediction of soil water retention with temperate and tropical …

J De Pue, YD Botula, PM Nguyen, M Van Meirvenne… - Journal of …, 2021 - Elsevier
Data mining algorithms such as Artificial Neural Networks (ANN) and k-Nearest Neighbour
(kNN) have proven their merits in pedotransfer function modelling. Kriging is a well-known …

Assessment of hydraulic conductivity of compacted clayey soil using artificial neural network: an investigation on structural and database multicollinearity

J Khatti, KS Grover - Earth Science Informatics, 2024 - Springer
This work reveals the effect of hidden layers (HL) and neurons (N) on the performance of
artificial neural network (ANN) models in predicting clayey soil's hydraulic conductivity (K) …

Upgraded closed‐form soil hydraulic functions from oven dryness to saturation

X Wang - Hydrological Processes, 2023 - Wiley Online Library
In the past decades, remarkable progresses have been made in developing soil water
retention (SWR) functions and relative hydraulic conductivity (kr) models for the full range of …

The dynamics characteristics of soil water infiltration and capillary rise for saline–sodic soil mixed with sediment

C Sun, D Feng, C Yu, J Sun, X Han, M Zhang, P Zhang… - Water, 2022 - mdpi.com
Yellow River sediment is the potential resource for saline–sodic soil reclamation.
Experiments of one-dimensional soil columns were conducted to investigate the upward and …

[PDF][PDF] ASSESSMENT OF THE DRAINAGE SYSTEMS IN THE LOWLAND OF BONTANGA IRRIGATION SCHEME OF GHANA

MJ SESAY - 2021 - wacwisa.uds.edu.gh
The study assessed the drainage system in the lowland of Bontanga irrigation scheme in
Ghana. The study specifically characterized the physico-chemical and hydraulic properties …

Evaluation of Intelligent Models Due to Estimating Saturated Hydraulic Conductivity in Loamy Soils

S Heydari, M Khoshravesh - Iranian Journal of Irrigation & Drainage, 2021 - idj.iaid.ir
Saturated hydraulic conductivity is one of the main parameters in agricultural and
environmental studies that is essential for the estimation and management of water and …