Predicting soil chemical composition and other soil parameters from field observations using a neural network.

M.J. Aitkenhead; M.C. Coull; W. Towers; G. Hudson; H.I.J. Black

doi:10.1016/j.compag.2011.12.013

Predicting soil chemical composition and other soil parameters from field observations using a neural network.

M.J. Aitkenhead
, M.C. Coull
, W. Towers
, G. Hudson
, H.I.J. Black

Research output: Contribution to journal › Article › peer-review

Original language	English
Pages (from-to)	108-116
Journal	Computers and Electronics in Agriculture
Volume	82
DOIs	https://doi.org/10.1016/j.compag.2011.12.013
Publication status	Published - 31 May 2012

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 13 Climate Action

Keywords

Agriculture
Catchments
Climate change
Critical loads
Near-infrared spectroscopy
Neural networks
Organic matter
Soil classification
Soils
South Africa
Spectral reflectance
Tropical soils

Access to Document

10.1016/j.compag.2011.12.013Licence: Unspecified licence

Cite this

@article{b7a5dca19ca54da2ab02002879faff89,

title = "Predicting soil chemical composition and other soil parameters from field observations using a neural network.",

keywords = "Agriculture, Catchments, Climate change, Critical loads, Near-infrared spectroscopy, Neural networks, Organic matter, Soil classification, Soils, South Africa, Spectral reflectance, Tropical soils",

author = "M.J. Aitkenhead and M.C. Coull and W. Towers and G. Hudson and H.I.J. Black",

year = "2012",

month = may,

day = "31",

doi = "10.1016/j.compag.2011.12.013",

language = "English",

volume = "82",

pages = "108--116",

journal = "Computers and Electronics in Agriculture",

}

TY - JOUR

T1 - Predicting soil chemical composition and other soil parameters from field observations using a neural network.

AU - Aitkenhead, M.J.

AU - Coull, M.C.

AU - Towers, W.

AU - Hudson, G.

AU - Black, H.I.J.

PY - 2012/5/31

Y1 - 2012/5/31

KW - Agriculture

KW - Catchments

KW - Climate change

KW - Critical loads

KW - Near-infrared spectroscopy

KW - Neural networks

KW - Organic matter

KW - Soil classification

KW - Soils

KW - South Africa

KW - Spectral reflectance

KW - Tropical soils

U2 - 10.1016/j.compag.2011.12.013

DO - 10.1016/j.compag.2011.12.013

M3 - Article

VL - 82

SP - 108

EP - 116

JO - Computers and Electronics in Agriculture

JF - Computers and Electronics in Agriculture

ER -