IOP Publishing
IOP Conference Series: Earth and Environmental Science
,  том 368 ,  издание 1 ,  страницы 12008

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

Тип публикации: Journal Article
Дата публикации: 2019-11-01
IOP Publishing
SJR: 0.214
CiteScore: 1.3
Impact factor: —
ISSN: 17551307, 17551315
General Engineering
Краткое описание

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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Топ-30

Журналы

1
Open Agriculture
Open Agriculture, 1, 25%
Open Agriculture
1 публикация, 25%
Eurasian Soil Science
Eurasian Soil Science, 1, 25%
Eurasian Soil Science
1 публикация, 25%
Geotechnical and Geological Engineering
Geotechnical and Geological Engineering, 1, 25%
Geotechnical and Geological Engineering
1 публикация, 25%
Dokuchaev Soil Bulletin
Dokuchaev Soil Bulletin, 1, 25%
Dokuchaev Soil Bulletin
1 публикация, 25%
1

Издатели

1
Walter de Gruyter
Walter de Gruyter, 1, 25%
Walter de Gruyter
1 публикация, 25%
Pleiades Publishing
Pleiades Publishing, 1, 25%
Pleiades Publishing
1 публикация, 25%
Springer Nature
Springer Nature, 1, 25%
Springer Nature
1 публикация, 25%
V.V. Dokuchaev Soil Science Institute
V.V. Dokuchaev Soil Science Institute, 1, 25%
V.V. Dokuchaev Soil Science Institute
1 публикация, 25%
1
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ГОСТ |
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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.
ГОСТ со всеми авторами (до 50) Скопировать
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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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 |
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@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
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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.