A new method for analysing and representing ground temperature variations in cold environments. The Fuegian Andes, Tierra del Fuego, Argentina

The thermal response of soils in cold environments has been investigated in numerous studies. The data considered here were obtained in a study carried out in Tierra del Fuego, Argentina, as part of the IV International Polar Year. Temperature sensors were installed at ground level (0) and depths of...

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Published in:Cuadernos de Investigación Geográfica
Main Authors: Oliveira Pérez, María, Pérez Alberti, Augusto, Crujeiras Casais, Rosa María, Rodríguez Casal, Alberto, Castillo Rodríguez, Francisco
Other Authors: Universidade de Santiago de Compostela. Departamento de Estatística, Análise Matemática e Optimización, Universidade de Santiago de Compostela. Departamento de Xeografía
Format: Article in Journal/Newspaper
Language:English
Published: Universidad de La Rioja
Subjects:
Online Access:http://hdl.handle.net/10347/18399
https://doi.org/10.18172/cig.3373
id ftunivsantcomp:oai:minerva.usc.es:10347/18399
record_format openpolar
institution Open Polar
collection Minerva - Repositorio institucional da Universidade de Santiago de Compostela (USC)
op_collection_id ftunivsantcomp
language English
topic Active layer
Temperature sensors
Non-parametric methods
Circular data
Taylor diagram
Tierra del Fuego (Argentina)
Capa activa
Sensores de temperatura
Métodos paramétricos
Datos circulares
Diagrama de Taylor
spellingShingle Active layer
Temperature sensors
Non-parametric methods
Circular data
Taylor diagram
Tierra del Fuego (Argentina)
Capa activa
Sensores de temperatura
Métodos paramétricos
Datos circulares
Diagrama de Taylor
Oliveira Pérez, María
Pérez Alberti, Augusto
Crujeiras Casais, Rosa María
Rodríguez Casal, Alberto
Castillo Rodríguez, Francisco
A new method for analysing and representing ground temperature variations in cold environments. The Fuegian Andes, Tierra del Fuego, Argentina
topic_facet Active layer
Temperature sensors
Non-parametric methods
Circular data
Taylor diagram
Tierra del Fuego (Argentina)
Capa activa
Sensores de temperatura
Métodos paramétricos
Datos circulares
Diagrama de Taylor
description The thermal response of soils in cold environments has been investigated in numerous studies. The data considered here were obtained in a study carried out in Tierra del Fuego, Argentina, as part of the IV International Polar Year. Temperature sensors were installed at ground level (0) and depths of -10, -20 and -60 cm in the study area, with the aim of characterizing the thermal response by detecting diurnal and annual variations. The study has two main aims. The first is to present and discuss the study findings regarding the thermal response of a soil in a sub-Antarctic environment by using classical descriptive analysis. The second, closely related, aim is to apply some novel statistical tools that would help improve this description. The study of freeze-thaw patterns can be approached from a non-parametric perspective, while taking into account the cyclical nature of the data. Data are considered cyclical when they can be represented on a unit circle, as with the hours in which certain events occur throughout a day (e.g. freezing and thawing). Analysis of this type of data is very different from the analysis of scalar data, as regards both descriptive and graphical measures. The application in this study of methods used to represent and analyse cyclical data improved visualization of the data and interpretation of the analytical findings. The main contribution of the present study is the use of estimators of the nuclear type density and derived techniques, such as the CircSiZer map, which enabled identification of significant freeze-thaw patterns. In addition, the relationships between the temperature recordings at different points were analysed using Taylor diagrams Los resultados de las investigaciones sobre la respuesta térmica del suelo en ambientes fríos han sido recogidos en un gran número de artículos. Las muestras de datos consideradas en este trabajo pertenecen también a un ambiente frío y se han obtenido de una investigación realizada en Tierra del Fuego, Argentina, bajo los auspicios del Año ...
author2 Universidade de Santiago de Compostela. Departamento de Estatística, Análise Matemática e Optimización
Universidade de Santiago de Compostela. Departamento de Xeografía
format Article in Journal/Newspaper
author Oliveira Pérez, María
Pérez Alberti, Augusto
Crujeiras Casais, Rosa María
Rodríguez Casal, Alberto
Castillo Rodríguez, Francisco
author_facet Oliveira Pérez, María
Pérez Alberti, Augusto
Crujeiras Casais, Rosa María
Rodríguez Casal, Alberto
Castillo Rodríguez, Francisco
author_sort Oliveira Pérez, María
title A new method for analysing and representing ground temperature variations in cold environments. The Fuegian Andes, Tierra del Fuego, Argentina
title_short A new method for analysing and representing ground temperature variations in cold environments. The Fuegian Andes, Tierra del Fuego, Argentina
title_full A new method for analysing and representing ground temperature variations in cold environments. The Fuegian Andes, Tierra del Fuego, Argentina
title_fullStr A new method for analysing and representing ground temperature variations in cold environments. The Fuegian Andes, Tierra del Fuego, Argentina
title_full_unstemmed A new method for analysing and representing ground temperature variations in cold environments. The Fuegian Andes, Tierra del Fuego, Argentina
title_sort new method for analysing and representing ground temperature variations in cold environments. the fuegian andes, tierra del fuego, argentina
publisher Universidad de La Rioja
url http://hdl.handle.net/10347/18399
https://doi.org/10.18172/cig.3373
geographic Antarctic
Argentina
geographic_facet Antarctic
Argentina
genre Antarc*
Antarctic
International Polar Year
Tierra del Fuego
genre_facet Antarc*
Antarctic
International Polar Year
Tierra del Fuego
op_relation http://dx.doi.org/10.18172/cig.3373
info:eu-repo/grantAgreement/MINECO/Plan Estatal de Investigación Científica y Técnica y de Innovación 2013-2016/MTM2013-41383P/ES/INFERENCIA NO PARAMETRICA: MODELIZACION, ESTIMACION, CONTRASTES Y APLICACIONES
info:eu-repo/grantAgreement/MINECO/Plan Estatal de Investigación Científica y Técnica y de Innovación 2013-2016/MTM2016-76929-P/ES
Oliveira, M., Pérez-Alberti, A., Crujeiras, R., Rodríguez-Casal, A., & Castillo-Rodríguez, F. (2018). A new method for analysing and representing ground temperature variations in cold environments. The Fuegian Andes, Tierra del Fuego, Argentina. Cuadernos de Investigación Geográfica, 44(1), 293-320. doi:http://dx.doi.org/10.18172/cig.3373
0211-6820
http://hdl.handle.net/10347/18399
doi:10.18172/cig.3373
1697-9540
op_rights © Universidad de La Rioja, 2018. This work is licensed under a Creative Commons Attribution-NonComercial-NonDerivs 3.0 Unported license
https://creativecommons.org/licenses/by-nc-nd/3.0/
info:eu-repo/semantics/openAccess
op_doi https://doi.org/10.18172/cig.3373
container_title Cuadernos de Investigación Geográfica
container_volume 44
container_issue 1
container_start_page 293
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spelling ftunivsantcomp:oai:minerva.usc.es:10347/18399 2023-07-30T03:57:42+02:00 A new method for analysing and representing ground temperature variations in cold environments. The Fuegian Andes, Tierra del Fuego, Argentina Un nuevo método para analizar y representar las variaciones de temperatura del suelo en ambientes fríos. Los Andes Fueguinos, Tierra del Fuego, Argentina Oliveira Pérez, María Pérez Alberti, Augusto Crujeiras Casais, Rosa María Rodríguez Casal, Alberto Castillo Rodríguez, Francisco Universidade de Santiago de Compostela. Departamento de Estatística, Análise Matemática e Optimización Universidade de Santiago de Compostela. Departamento de Xeografía application/pdf http://hdl.handle.net/10347/18399 https://doi.org/10.18172/cig.3373 eng eng Universidad de La Rioja http://dx.doi.org/10.18172/cig.3373 info:eu-repo/grantAgreement/MINECO/Plan Estatal de Investigación Científica y Técnica y de Innovación 2013-2016/MTM2013-41383P/ES/INFERENCIA NO PARAMETRICA: MODELIZACION, ESTIMACION, CONTRASTES Y APLICACIONES info:eu-repo/grantAgreement/MINECO/Plan Estatal de Investigación Científica y Técnica y de Innovación 2013-2016/MTM2016-76929-P/ES Oliveira, M., Pérez-Alberti, A., Crujeiras, R., Rodríguez-Casal, A., & Castillo-Rodríguez, F. (2018). A new method for analysing and representing ground temperature variations in cold environments. The Fuegian Andes, Tierra del Fuego, Argentina. Cuadernos de Investigación Geográfica, 44(1), 293-320. doi:http://dx.doi.org/10.18172/cig.3373 0211-6820 http://hdl.handle.net/10347/18399 doi:10.18172/cig.3373 1697-9540 © Universidad de La Rioja, 2018. This work is licensed under a Creative Commons Attribution-NonComercial-NonDerivs 3.0 Unported license https://creativecommons.org/licenses/by-nc-nd/3.0/ info:eu-repo/semantics/openAccess Active layer Temperature sensors Non-parametric methods Circular data Taylor diagram Tierra del Fuego (Argentina) Capa activa Sensores de temperatura Métodos paramétricos Datos circulares Diagrama de Taylor info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion ftunivsantcomp https://doi.org/10.18172/cig.3373 2023-07-11T23:26:17Z The thermal response of soils in cold environments has been investigated in numerous studies. The data considered here were obtained in a study carried out in Tierra del Fuego, Argentina, as part of the IV International Polar Year. Temperature sensors were installed at ground level (0) and depths of -10, -20 and -60 cm in the study area, with the aim of characterizing the thermal response by detecting diurnal and annual variations. The study has two main aims. The first is to present and discuss the study findings regarding the thermal response of a soil in a sub-Antarctic environment by using classical descriptive analysis. The second, closely related, aim is to apply some novel statistical tools that would help improve this description. The study of freeze-thaw patterns can be approached from a non-parametric perspective, while taking into account the cyclical nature of the data. Data are considered cyclical when they can be represented on a unit circle, as with the hours in which certain events occur throughout a day (e.g. freezing and thawing). Analysis of this type of data is very different from the analysis of scalar data, as regards both descriptive and graphical measures. The application in this study of methods used to represent and analyse cyclical data improved visualization of the data and interpretation of the analytical findings. The main contribution of the present study is the use of estimators of the nuclear type density and derived techniques, such as the CircSiZer map, which enabled identification of significant freeze-thaw patterns. In addition, the relationships between the temperature recordings at different points were analysed using Taylor diagrams Los resultados de las investigaciones sobre la respuesta térmica del suelo en ambientes fríos han sido recogidos en un gran número de artículos. Las muestras de datos consideradas en este trabajo pertenecen también a un ambiente frío y se han obtenido de una investigación realizada en Tierra del Fuego, Argentina, bajo los auspicios del Año ... Article in Journal/Newspaper Antarc* Antarctic International Polar Year Tierra del Fuego Minerva - Repositorio institucional da Universidade de Santiago de Compostela (USC) Antarctic Argentina Cuadernos de Investigación Geográfica 44 1 293