IOP Publishing
IOP Conference Series: Earth and Environmental Science
,  volume 368 ,  issue 1 ,  pages 12008

Application of neural network pedotransfer functions to calculate soil water retention curve

Publication type: Journal Article
Publication date: 2019-11-01
IOP Publishing
SJR: 0.214
CiteScore: 1.3
Impact factor: —
ISSN: 17551307, 17551315
General Engineering
Abstract

The results of soil hydrophysical parameters modeling by neural networks are considered. Modern computing facilities using pedotransfer functions provide simplicity, speed and cheapening of obtaining soil characteristics by mathematical calculations. The initial data are the basic properties of the soil, which are stably determined. The analysis of errors in the calculation of hydrophysical parameter was conducted. Obtained neural networks most accurately reproduce hydrophysical parameters.

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GOST |
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GOST Copy
Belik A. A. et al. Application of neural network pedotransfer functions to calculate soil water retention curve // IOP Conference Series: Earth and Environmental Science. 2019. Vol. 368. No. 1. p. 12008.
GOST all authors (up to 50) Copy
Belik A. A., Bolotov A. G., Shein E. V., Kokoreva A. A., Levin A. A., Yu Patrushev V. Application of neural network pedotransfer functions to calculate soil water retention curve // IOP Conference Series: Earth and Environmental Science. 2019. Vol. 368. No. 1. p. 12008.
RIS |
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RIS Copy
TY - JOUR
DO - 10.1088/1755-1315/368/1/012008
UR - https://iopscience.iop.org/article/10.1088/1755-1315/368/1/012008
TI - Application of neural network pedotransfer functions to calculate soil water retention curve
T2 - IOP Conference Series: Earth and Environmental Science
AU - Belik, A A
AU - Bolotov, A G
AU - Shein, E. V.
AU - Kokoreva, A A
AU - Levin, A. A.
AU - Yu Patrushev, V
PY - 2019
DA - 2019/11/01
PB - IOP Publishing
SP - 12008
IS - 1
VL - 368
SN - 1755-1307
SN - 1755-1315
ER -
BibTex |
Cite this
BibTex (up to 50 authors) Copy
@article{2019_Belik,
author = {A A Belik and A G Bolotov and E. V. Shein and A A Kokoreva and A. A. Levin and V Yu Patrushev},
title = {Application of neural network pedotransfer functions to calculate soil water retention curve},
journal = {IOP Conference Series: Earth and Environmental Science},
year = {2019},
volume = {368},
publisher = {IOP Publishing},
month = {nov},
url = {https://iopscience.iop.org/article/10.1088/1755-1315/368/1/012008},
number = {1},
pages = {12008},
doi = {10.1088/1755-1315/368/1/012008}
}
MLA
Cite this
MLA Copy
Belik, A. A., et al. “Application of neural network pedotransfer functions to calculate soil water retention curve.” IOP Conference Series: Earth and Environmental Science, vol. 368, no. 1, Nov. 2019, p. 12008. https://iopscience.iop.org/article/10.1088/1755-1315/368/1/012008.
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