Probabilistic Analysis as a Method for Ground Freezing Depth Estimation
Source abstract
Abstract
Accurate frost depth prediction is an important aspect in different engineering designs such as for pavements, buildings, bridge foundations, and utility lines. This paper presents a probabilistic method of assessment of the depth of soil freezing. Annual (winter) maxima of the position of the zero centigrade temperature measured in the soil were approximated by Gumbel probability distribution. Its parameters were estimated using maximum likelihood method. The results received on the basis of data from 36 meteorological stations in Poland and 50 years of observations, as characteristic values with 50-year return period, reflect the influence of the climatic conditions on the freezing depth. On the other hand, the soil structure and its conditions also play an important role in freezing. Nowadays they may be taken into account using correction coefficients. It is concluded that this method is more precise than a method using the air freezing index because through the use of direct measurements it takes into account additional factors affecting the actual depth of freezing. The obtained results are not the same as those given in the older Polish Standard which was based on the simplified and limited data. The results confirm the impact of climate change on ground freezing depth.
Source: crossref · Quality: baseline
Research context
OpenAlex topics: Climate change and permafrost · Geotechnical Engineering and Analysis · Geotechnical Engineering and Soil Stabilization
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
Building Research Institute, 02-656 Warsaw, Poland
Institute of Civil Engineering, Warsaw University of Life Science, 02-776 Warsaw, Poland
References (34)
Show source-provided references
1. Gontaszewska, A. (2010). Thermophisical Properties in Soils in the Freezing Aspects, Uniwersytet Zielonogórski. (In Polish).
2. 2-D frost action modeling using the segregation potential of soils10.1016/0165-232X(95)00028-A ↗
3. Frost Depth: General Prediction Model, Transportation Research Record10.3141/2510-09 ↗
4. Impact of climate change on soil frost under snow cover in a forested landscape10.3354/cr017063 ↗
5. (1966). Arctic and Subarctic Construction Calculation Methods for Determination of Depths of freeze and Thaw in Soils, Departments of the Army and the Air Force. Technical Manual: TM5-852-6/AFM.
6. Aldrich, H.P., and Paynter, H.M. (1953). Analytical Studies of Freezing and Thawing of Soils, U.S. Army Corps of Engineeris, Airfields Branch, Engineering Division, Military Construction, ACFEL TR42. First Interim Report.
7. Kersten, M.S. (1951, January 9–12). Thermal properties of soils. Proceedings of the 30th Annual Meeting of the Highway Research Board, Highway Research Board Special Report: Frost Action in Soils: A Symposium, Washington, DC, USA.
8. Freezing and its Effects on Chemical and Biological Properties of Soil10.1007/978-1-4612-2844-8_2 ↗
9. Wiłun, Z., Piasecki, A., and Kowalewski, Z. (1962). Freezing of soils (Przemarzanie gruntów). Informator Instytutu Technicznego Wojsk Lotniczych, Seria A, Nr 5/1962. (In Polish).
10. Methods of Computing Maximum Soil Freezing Depth; Translated from Voyeykov Main Geophysical Observatory (Trudy GGO)
11. Discrete ice lens theory for frost heave in soils10.1139/t91-102 ↗
12. On the prediction of hydraulic conductivity of frozen soils10.1139/t96-033 ↗
13. Using the rate of accumulated freezing and thawing degree days as a surrogate for determining freezing depth in a temperate forest soil
14. The Influence of Snow Cover on the Ground Thermal Regime10.1139/t82-047 ↗
15. Grodecki, W. (1971). Analysis of Certain Real-World Ground Freezing Factors. [Ph.D. Thesis, Politechnika Warszawska]. (In Polish).
16. Gontaszewska, A. (2003). Comparison of calculated and observed depth of frost penetration in west Poland. Faculty of Civil and Environmental Engineering, Institute of Structural Engineers, ASCE.
17. Probability distributions used in 100-year return period of air-freezing index10.1061/(ASCE)0887-381X(1996)10:1(25) ↗
18. Observations on moisture migration in frozen soils10.1139/t80-005 ↗
19. About measurements of the soil temperature and forecasting of the depth of soil freezing
20. Janiszewski, F. (1988). Instruction for Meteorological Stations, IMGW, Wydawnictwa Geologiczne. (In Polish).
21. World Meteorological Organization (2018). Guide to Meteorological Instruments and Methods of Observation, WMO-No. 8, WMO.
22. Gumbel, E.J. (1958). Statistics of Extremes, Columbia University Press.10.7312/gumb92958 ↗
23. Żurański, J.A., and Sobolewski, A. (2009). Snow Loads in Poland (Obciążenie Sniegiem w Polsce), Instytut Techniki Budowlanej, Monografie.
24. Protective Layer Design in Landfill Covers based on Frost Penetration10.1061/(ASCE)1090-0241(2002)128:9(794) ↗
25. Lieblein, J. (1976). Efficient Methods of Extreme-Value Methodology, Technical Report, Institute for Applied Technology, National Bureau of Standards.
26. Żurawski, J.A., and Godlewski, T. (2017). Seasonal Ground Freezing in Poland, Instytut Techniki Budowlanej, Monografie.
27. Jakubek, M. (2017, April 05). Statistica (in Polish). Politechnika Krakowska, Poland. Available online: https://www.l5.pk.edu.pl/~mj/lib/exe/fetch.php?media=pl:dydaktyka:matematyka2:skrypt_statystyka.pdf.
28. Kozłowski, E. (2020). Mathematical Statistics. Lecture II: Point Estimation, Politechnika Lubelska. Available online: http://www.kozlowski.pollub.pl/wyklady/SM/sm_wyklad2.pdf.
29. Plucińska, A., and Pluciński, E. (1974). Introduction to the Probability and Mathematical Statistics Account, Wydawnictwa Politechniki Warszawskiej. (In Polish).
30. Kordecki, W. (2003). Probability Account and Mathematical Statistics: Definitions, Theorems, Formulae, Oficyna Wydawnicza GiS. (In Polish).
31. Selected compliance tests for extreme statistics distributions and their use in financial analysis
32. Xu, X.Z., Wang, J.C., and Zhang, L.X. (2001). Physics of Frozen Soil, Science Press.
33. Frost heave and thaw consolidation modelling. Part 1: A water flux function for frost heaving10.1139/cgj-2019-0218 ↗
34. Influence of selected factors on the freezing depts in soils