Application of artificial intelligence in geotechnical engineering: A state-of-the-art review

A Baghbani, T Choudhury, S Costa, J Reiner - Earth-Science Reviews, 2022 - Elsevier
Geotechnical engineering deals with soils and rocks and their use in engineering
constructions. By their nature, soils and rocks exhibit complex behaviours and a high level of …

Pedotransfer functions in Earth system science: Challenges and perspectives

K Van Looy, J Bouma, M Herbst, J Koestel… - Reviews of …, 2017 - Wiley Online Library
Soil, through its various functions, plays a vital role in the Earth's ecosystems and provides
multiple ecosystem services to humanity. Pedotransfer functions (PTFs) are simple to …

The performance of visible, near-, and mid-infrared reflectance spectroscopy for prediction of soil physical, chemical, and biological properties

JM Soriano-Disla, LJ Janik… - Applied spectroscopy …, 2014 - Taylor & Francis
This review addresses the applicability of visible (Vis), near-infrared (NIR), and mid-infrared
(MIR) reflectance spectroscopy for the prediction of soil properties. We address (1) the …

Responses of soil heterotrophic respiration to moisture availability: An exploration of processes and models

FE Moyano, S Manzoni, C Chenu - Soil Biology and Biochemistry, 2013 - Elsevier
Soil moisture strongly affects the dynamics of soil organic matter and is an important
environmental variable in all models predicting changes in soil carbon stocks from site to …

[图书][B] Interpreting soil test results: What do all the numbers mean?

P Hazelton, B Murphy - 2016 - books.google.com
Interpreting Soil Test Results is a practical reference enabling soil scientists, environmental
scientists, environmental engineers, land holders and others involved in land management …

[图书][B] Estimating groundwater recharge

RW Healy - 2010 - books.google.com
Understanding groundwater recharge is essential for successful management of water
resources and modeling fluid and contaminant transport within the subsurface. This book …

Rosetta: A computer program for estimating soil hydraulic parameters with hierarchical pedotransfer functions

MG Schaap, FJ Leij, MT Van Genuchten - Journal of hydrology, 2001 - Elsevier
Soil hydraulic properties are necessary for many studies of water and solute transport but
often cannot be measured because of practical and/or financial constraints. We describe a …

Impact of soil organic matter on soil properties—a review with emphasis on Australian soils

BW Murphy - Soil Research, 2015 - CSIRO Publishing
A review has been undertaken into how soil organic matter (SOM) affects a range of soil
properties that are important for the productive capacity of soils. The potential effect of …

Pedotransfer functions: bridging the gap between available basic soil data and missing soil hydraulic characteristics

JHM Wösten, YA Pachepsky, WJ Rawls - Journal of hydrology, 2001 - Elsevier
Water retention and hydraulic conductivity are crucial input parameters in any modelling
study on water flow and solute transport in soils. Due to inherent temporal and spatial …

From pedotransfer functions to soil inference systems

AB McBratney, B Minasny, SR Cattle, RW Vervoort - Geoderma, 2002 - Elsevier
Pedotransfer functions (PTFs) have become a 'white-hot'topic in the area of soil science and
environmental research. Most current PTF research focuses only on the development of new …