Development of a Shallow-Depth Soil Temperature Estimation Model Based on Air Temperatures and Soil Water Contents in a Permafrost Area

A model for predicting shallow depth soil temperatures is important and effective to assess the changes in soil conditions related to global climate change and local disturbances. Shallow-depth soil temperature estimation model in cold region in Alaska is developed based on thermal response using ai...

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Published in:Applied Sciences
Main Authors: Keunbo Park, Yongwon Kim, Kichoel Lee, Dongwook Kim
Format: Article in Journal/Newspaper
Language:English
Published: MDPI AG 2020
Subjects:
T
Online Access:https://doi.org/10.3390/app10031058
https://doaj.org/article/eadc3f6aee7d453197680a2500d9969f
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spelling ftdoajarticles:oai:doaj.org/article:eadc3f6aee7d453197680a2500d9969f 2023-05-15T17:57:23+02:00 Development of a Shallow-Depth Soil Temperature Estimation Model Based on Air Temperatures and Soil Water Contents in a Permafrost Area Keunbo Park Yongwon Kim Kichoel Lee Dongwook Kim 2020-02-01T00:00:00Z https://doi.org/10.3390/app10031058 https://doaj.org/article/eadc3f6aee7d453197680a2500d9969f EN eng MDPI AG https://www.mdpi.com/2076-3417/10/3/1058 https://doaj.org/toc/2076-3417 2076-3417 doi:10.3390/app10031058 https://doaj.org/article/eadc3f6aee7d453197680a2500d9969f Applied Sciences, Vol 10, Iss 3, p 1058 (2020) air temperature soil temperature soil temperature modelling permafrost dynamics soil water content Technology T Engineering (General). Civil engineering (General) TA1-2040 Biology (General) QH301-705.5 Physics QC1-999 Chemistry QD1-999 article 2020 ftdoajarticles https://doi.org/10.3390/app10031058 2022-12-31T02:12:20Z A model for predicting shallow depth soil temperatures is important and effective to assess the changes in soil conditions related to global climate change and local disturbances. Shallow-depth soil temperature estimation model in cold region in Alaska is developed based on thermal response using air temperature and shallow-depth soil water content during active layer development period of 160 days from May to October. Among the seven soil temperature measurement sites, data from four sites were used for model development, and the remaining three sites were used for model validation. Near the middle of the seven measurement sites, air temperature is monitored at one location. The proposed model implemented concepts of thermal response and cumulative temperature. Temperatures and soil water contents were measured using automated remote sensing technology. Consequently, it was confirmed that the developed model enables fast and accurate assessment of shallow-depth soil temperature during active soil layer development period. Article in Journal/Newspaper permafrost Alaska Directory of Open Access Journals: DOAJ Articles Applied Sciences 10 3 1058
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic air temperature
soil temperature
soil temperature modelling
permafrost dynamics
soil water content
Technology
T
Engineering (General). Civil engineering (General)
TA1-2040
Biology (General)
QH301-705.5
Physics
QC1-999
Chemistry
QD1-999
spellingShingle air temperature
soil temperature
soil temperature modelling
permafrost dynamics
soil water content
Technology
T
Engineering (General). Civil engineering (General)
TA1-2040
Biology (General)
QH301-705.5
Physics
QC1-999
Chemistry
QD1-999
Keunbo Park
Yongwon Kim
Kichoel Lee
Dongwook Kim
Development of a Shallow-Depth Soil Temperature Estimation Model Based on Air Temperatures and Soil Water Contents in a Permafrost Area
topic_facet air temperature
soil temperature
soil temperature modelling
permafrost dynamics
soil water content
Technology
T
Engineering (General). Civil engineering (General)
TA1-2040
Biology (General)
QH301-705.5
Physics
QC1-999
Chemistry
QD1-999
description A model for predicting shallow depth soil temperatures is important and effective to assess the changes in soil conditions related to global climate change and local disturbances. Shallow-depth soil temperature estimation model in cold region in Alaska is developed based on thermal response using air temperature and shallow-depth soil water content during active layer development period of 160 days from May to October. Among the seven soil temperature measurement sites, data from four sites were used for model development, and the remaining three sites were used for model validation. Near the middle of the seven measurement sites, air temperature is monitored at one location. The proposed model implemented concepts of thermal response and cumulative temperature. Temperatures and soil water contents were measured using automated remote sensing technology. Consequently, it was confirmed that the developed model enables fast and accurate assessment of shallow-depth soil temperature during active soil layer development period.
format Article in Journal/Newspaper
author Keunbo Park
Yongwon Kim
Kichoel Lee
Dongwook Kim
author_facet Keunbo Park
Yongwon Kim
Kichoel Lee
Dongwook Kim
author_sort Keunbo Park
title Development of a Shallow-Depth Soil Temperature Estimation Model Based on Air Temperatures and Soil Water Contents in a Permafrost Area
title_short Development of a Shallow-Depth Soil Temperature Estimation Model Based on Air Temperatures and Soil Water Contents in a Permafrost Area
title_full Development of a Shallow-Depth Soil Temperature Estimation Model Based on Air Temperatures and Soil Water Contents in a Permafrost Area
title_fullStr Development of a Shallow-Depth Soil Temperature Estimation Model Based on Air Temperatures and Soil Water Contents in a Permafrost Area
title_full_unstemmed Development of a Shallow-Depth Soil Temperature Estimation Model Based on Air Temperatures and Soil Water Contents in a Permafrost Area
title_sort development of a shallow-depth soil temperature estimation model based on air temperatures and soil water contents in a permafrost area
publisher MDPI AG
publishDate 2020
url https://doi.org/10.3390/app10031058
https://doaj.org/article/eadc3f6aee7d453197680a2500d9969f
genre permafrost
Alaska
genre_facet permafrost
Alaska
op_source Applied Sciences, Vol 10, Iss 3, p 1058 (2020)
op_relation https://www.mdpi.com/2076-3417/10/3/1058
https://doaj.org/toc/2076-3417
2076-3417
doi:10.3390/app10031058
https://doaj.org/article/eadc3f6aee7d453197680a2500d9969f
op_doi https://doi.org/10.3390/app10031058
container_title Applied Sciences
container_volume 10
container_issue 3
container_start_page 1058
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