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Article

Integrated Soil Temperature Measurement at Multiple Depths for Building Energy Performance Assessment Under Climate Change Conditions

by
Ewa Daniszewska
,
Aldona Skotnicka-Siepsiak
*,
Anna Górska-Pawliczuk
and
Piotr E. Srokosz
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
(This article belongs to the Section B: Energy and Environment)

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 These findings indicate that non-local or outdated climate datasets can materially overestimate GAHE potential and confirm the need for local, multi-depth ground measurements and periodic updates of standard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.
Keywords: ground temperature; measurement systems; miniature sensors; ground-air heat exchanger (GAHE); building energy modeling; efficiency analysis ground temperature; measurement systems; miniature sensors; ground-air heat exchanger (GAHE); building energy modeling; efficiency analysis

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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