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Open AccessArticle
Integrated Soil Temperature Measurement at Multiple Depths for Building Energy Performance Assessment Under Climate Change Conditions
by
Ewa Daniszewska
Ewa Daniszewska
,
Aldona Skotnicka-Siepsiak
Aldona Skotnicka-Siepsiak *
,
Anna Górska-Pawliczuk
Anna Górska-Pawliczuk and
Piotr E. Srokosz
Piotr E. Srokosz
Prof. Piotr Emanuel Srokosz is an Associate Professor at the Faculty of Geoengineering, University a [...]
Prof. Piotr Emanuel Srokosz is an Associate Professor at the Faculty of Geoengineering, University of Warmia and Mazury, Olsztyn, Poland. He received his Master’s degree from the Agricultural and Technical Academy in Olsztyn in 1993 and a Ph.D. degree from Gdansk University of Technology in 1998. His main research focuses on soil mechanics, geotechnical engineering, slope stability, numerical analyses, and genetic algorithms.
Faculty of Geoengineering, University of Warmia and Mazury in Olsztyn, 10-724 Olsztyn, Poland
*
Author to whom correspondence should be addressed.
Energies 2025, 18(22), 5881; https://doi.org/10.3390/en18225881 (registering DOI)
Submission received: 7 October 2025
/
Revised: 28 October 2025
/
Accepted: 6 November 2025
/
Published: 8 November 2025
Abstract
This article presents an original, multi-depth soil-temperature monitoring system based on TMP117 digital sensors designed for deployment at several depths. The objective was to evaluate the system’s accuracy and applicability for building-energy performance assessment under contemporary climate conditions. Urban measurements at depths between 1.0 and 2.0 m were compared with ground temperatures derived using PN-EN 16798-5-1:2017-07 with Typical Meteorological Year (TMY) inputs and with observations from the Polish Institute of Meteorology and Water Management (IMWM). Standard inputs underestimated soil temperature on average by 1.1–2.3 °C (TMY) and 2.0–2.8 °C (IMWM), with the bias increasing with depth. For a ground-to-air heat-exchanger (GAHE) assessment, energy benefits estimated from standard inputs were lower in measurements by approximately 30–60% for pre-cooling and 70–86% for pre-heating. Measurements also revealed location-dependent differences between boreholes attributable to underground infrastructure. These findings indicate that non-local or outdated climate datasets can materially overestimate GAHE potential and confirm the need for local, multi-depth ground measurements and periodic updates of standard climate inputs to reflect urbanized conditions and climate change. The presented system constitutes a practical, scalable tool for engineers and designers of HVAC systems relying on ground heat exchange.
Share and Cite
MDPI and ACS Style
Daniszewska, E.; Skotnicka-Siepsiak, A.; Górska-Pawliczuk, A.; Srokosz, P.E.
Integrated Soil Temperature Measurement at Multiple Depths for Building Energy Performance Assessment Under Climate Change Conditions. Energies 2025, 18, 5881.
https://doi.org/10.3390/en18225881
AMA Style
Daniszewska E, Skotnicka-Siepsiak A, Górska-Pawliczuk A, Srokosz PE.
Integrated Soil Temperature Measurement at Multiple Depths for Building Energy Performance Assessment Under Climate Change Conditions. Energies. 2025; 18(22):5881.
https://doi.org/10.3390/en18225881
Chicago/Turabian Style
Daniszewska, Ewa, Aldona Skotnicka-Siepsiak, Anna Górska-Pawliczuk, and Piotr E. Srokosz.
2025. "Integrated Soil Temperature Measurement at Multiple Depths for Building Energy Performance Assessment Under Climate Change Conditions" Energies 18, no. 22: 5881.
https://doi.org/10.3390/en18225881
APA Style
Daniszewska, E., Skotnicka-Siepsiak, A., Górska-Pawliczuk, A., & Srokosz, P. E.
(2025). Integrated Soil Temperature Measurement at Multiple Depths for Building Energy Performance Assessment Under Climate Change Conditions. Energies, 18(22), 5881.
https://doi.org/10.3390/en18225881
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