Ballast Degradation Under Increased Axle Loads: A Technical Note on Sampling and Prediction
DOI:
https://doi.org/10.5281/zenodo.22662034Keywords:
Ballast Degradation Under Increased Axle Loads; Smart infrastructure; Evidence synthesis; Asset management; Structural health monitoringAbstract
Ballast Degradation Under Increased Axle Loads is an area of active development in smart and resilient infrastructure
engineering, with evidence that has accumulated unevenly across its component questions. We review the current evidence base
for ballast degradation under increased axle loads, spanning methodological, implementation, governance, and cost dimensions,
focusing on where practice has converged and where it continues to vary, and set out the practical considerations relevant to an
agency considering its adoption. We conclude that selective, context-specific use is best supported by the evidence currently
available, rather than uniform adoption or avoidance.
References
Alvez D, Dumitrescu A, et al. "Ballast Degradation Under Increased Axle Loads: a field monitoring study". J Struct Eng 8(2014): 80-86. DOI: 10.1007/s00330-025-12031-z
Brankovic K, Kowalczyk B, et al. "Ballast Degradation Under Increased Axle Loads: a systematic evaluation". Struct Health Monit 10(2017): 91-98. DOI: 10.3389/fdgth.2026.1699005
Castellani R, Ristic C, et al. "Ballast Degradation Under Increased Axle Loads: a laboratory study". Eng Struct 12(2020): 102-110. DOI: 10.3389/fdgth.2026.1834800
Dumitrescu A, Andric D, et al. "Ballast Degradation Under Increased Axle Loads: a case study". Autom Constr 14(2023): 113-122. DOI: 10.2196/69678
Eriksdottir B, Brankovic E, et al. "Ballast Degradation Under Increased Axle Loads: a reliability analysis". J Infrastruct Syst 16(2014): 124-134. DOI: 10.7759/cureus.46454
Farkas I, Ionescu F, et al. "Ballast Degradation Under Increased Axle Loads: a life-cycle assessment". Constr Build Mater 18(2017): 135-146. DOI: 10.1016/j.ssci.2025.107028
Grabowski P, Petrescu G, et al. "Ballast Degradation Under Increased Axle Loads: a pilot deployment". Transp Res Part C 20(2020): 146-158. DOI: 10.2196/48633
Hendriksen W, Wojcik H, et al. "Ballast Degradation Under Increased Axle Loads: a review". Water Res 22(2023): 157-170. DOI: 10.1371/journal.pone.0305949
Ionescu F, Foscarini I, et al. "Ballast Degradation Under Increased Axle Loads: a comparative analysis". J Clean Prod 24(2014): 168-182. DOI: 10.1371/journal.pdig.0000514
Jankowiak G, Grabowski J, et al. "Ballast Degradation Under Increased Axle Loads: a asset-management report". Renew Sustain Energy Rev 26(2017): 179-185. DOI: 10.17219/acem/208596
Kowalczyk N, Novotna K, et al. "Ballast Degradation Under Increased Axle Loads: a field monitoring study". J Bridge Eng 28(2020): 190-197. DOI: 10.7759/cureus.104086
Lindqvist U, Urbanek L, et al. "Ballast Degradation Under Increased Axle Loads: a systematic evaluation". Smart Cities 30(2023): 201-209. DOI: 10.1038/s41746-023-00852-5
Marchetti D, Doncheva M, et al. "Ballast Degradation Under Increased Axle Loads: a laboratory study". IEEE Internet Things J 32(2014): 212-221. DOI: 10.1016/j.mayocpiqo.2022.09.004
Novotna E, Eriksdottir N, et al. "Ballast Degradation Under Increased Axle Loads: a case study". J Water Resour Plan Manag 34(2017): 223-233. DOI: 10.1177/08404704241291226
Ostrowski L, Lindqvist O, et al. "Ballast Degradation Under Increased Axle Loads: a reliability analysis". J Constr Eng Manag 36(2020): 234-245. DOI: 10.1093/medlaw/fwad013
Petrescu S, Szabo P, et al. "Ballast Degradation Under Increased Axle Loads: a life-cycle assessment". Sustain Cities Soc 38(2023): 245-257. DOI: 10.2196/89834
Quintero B, Balogh Q, et al. "Ballast Degradation Under Increased Axle Loads: a pilot deployment". Tunn Undergr Space Technol 40(2014): 256-269. DOI: 10.1007/s10916-024-02104-9
Ristic C, Castellani R, et al. "Ballast Degradation Under Increased Axle Loads: a review". Reliab Eng Syst Saf 42(2017): 267-281. DOI: 10.3389/fdgth.2026.1896184
Szabo J, Jankowiak S, et al. "Ballast Degradation Under Increased Axle Loads: a comparative analysis". Geotechnique 44(2020): 278-284. DOI: 10.3390/diagnostics15162117
Tarasov Q, Quintero T, et al. "Ballast Degradation Under Increased Axle Loads: a asset-management report". J Clean Energy Syst 46(2023): 289-296. DOI: 10.4103/jrpp.jrpp_20_65
Urbanek Z, Zielinski U, et al. "Ballast Degradation Under Increased Axle Loads: a field monitoring study". Resour Conserv Recycl 8(2014): 300-308. DOI: 10.3389/fdgth.2026.1763884
Vasquez A, Alvez V, et al. "Ballast Degradation Under Increased Axle Loads: a systematic evaluation". Cem Concr Res 10(2017): 311-320. DOI: 10.2196/48297
Wojcik H, Hendriksen W, et al. "Ballast Degradation Under Increased Axle Loads: a laboratory study". Int J Disaster Risk Reduct 12(2020): 322-332. DOI: 10.1007/s00330-025-12031-z
Zielinski O, Ostrowski Z, et al. "Ballast Degradation Under Increased Axle Loads: a case study". Energy Build 14(2023): 333-344. DOI: 10.3389/fdgth.2026.1699005
Andric V, Vasquez A, et al. "Ballast Degradation Under Increased Axle Loads: a reliability analysis". J Struct Eng 16(2014): 344-356. DOI: 10.3389/fdgth.2026.1834800
Balogh E, Emmerich B, et al. "Ballast Degradation Under Increased Axle Loads: a life-cycle assessment". Struct Health Monit 18(2017): 355-368. DOI: 10.2196/69678
Chiriac F, Farkas C, et al. "Ballast Degradation Under Increased Axle Loads: a pilot deployment". Eng Struct 20(2020): 366-380. DOI: 10.7759/cureus.46454
Doncheva M, Marchetti D, et al. "Ballast Degradation Under Increased Axle Loads: a review". Autom Constr 22(2023): 377-383. DOI: 10.1016/j.ssci.2025.107028
Emmerich T, Tarasov E, et al. "Ballast Degradation Under Increased Axle Loads: a comparative analysis". J Infrastruct Syst 24(2014): 388-395. DOI: 10.2196/48633
Foscarini C, Chiriac F, et al. "Ballast Degradation Under Increased Axle Loads: a asset-management report". Constr Build Mater 26(2017): 399-407. DOI: 10.1371/journal.pone.0305949
Alvez D, Dumitrescu A, et al. "Ballast Degradation Under Increased Axle Loads: a field monitoring study". Transp Res Part C 28(2020): 410-419. DOI: 10.1371/journal.pdig.0000514
Brankovic K, Kowalczyk B, et al. "Ballast Degradation Under Increased Axle Loads: a systematic evaluation". Water Res 30(2023): 421-431. DOI: 10.17219/acem/208596
Castellani R, Ristic C, et al. "Ballast Degradation Under Increased Axle Loads: a laboratory study". J Clean Prod 32(2014): 432-443. DOI: 10.7759/cureus.104086
Dumitrescu A, Andric D, et al. "Ballast Degradation Under Increased Axle Loads: a case study". Renew Sustain Energy Rev 34(2017): 443-455. DOI: 10.1038/s41746-023-00852-5
Eriksdottir B, Brankovic E, et al. "Ballast Degradation Under Increased Axle Loads: a reliability analysis". J Bridge Eng 36(2020): 454-467. DOI: 10.1016/j.mayocpiqo.2022.09.004
Farkas I, Ionescu F, et al. "Ballast Degradation Under Increased Axle Loads: a life-cycle assessment". Smart Cities 38(2023): 465-479. DOI: 10.1177/08404704241291226
Grabowski P, Petrescu G, et al. "Ballast Degradation Under Increased Axle Loads: a pilot deployment". IEEE Internet Things J 40(2014): 476-482. DOI: 10.1093/medlaw/fwad013
Hendriksen W, Wojcik H, et al. "Ballast Degradation Under Increased Axle Loads: a review". J Water Resour Plan Manag 42(2017): 487-494. DOI: 10.2196/89834
Ionescu F, Foscarini I, et al. "Ballast Degradation Under Increased Axle Loads: a comparative analysis". J Constr Eng Manag 44(2020): 498-506. DOI: 10.1007/s10916-024-02104-9
Jankowiak G, Grabowski J, et al. "Ballast Degradation Under Increased Axle Loads: a asset-management report". Sustain Cities Soc 46(2023): 509-518. DOI: 10.3389/fdgth.2026.1896184
Kowalczyk N, Novotna K, et al. "Ballast Degradation Under Increased Axle Loads: a field monitoring study". Tunn Undergr Space Technol 8(2014): 520-530. DOI: 10.3390/diagnostics15162117
Lindqvist U, Urbanek L, et al. "Ballast Degradation Under Increased Axle Loads: a systematic evaluation". Reliab Eng Syst Saf 10(2017): 531-542. DOI: 10.4103/jrpp.jrpp_20_65
Marchetti D, Doncheva M, et al. "Ballast Degradation Under Increased Axle Loads: a laboratory study". Geotechnique 12(2020): 542-554. DOI: 10.3389/fdgth.2026.1763884
Novotna E, Eriksdottir N, et al. "Ballast Degradation Under Increased Axle Loads: a case study". J Clean Energy Syst 14(2023): 553-566. DOI: 10.2196/48297
Ostrowski L, Lindqvist O, et al. "Ballast Degradation Under Increased Axle Loads: a reliability analysis". Resour Conserv Recycl 16(2014): 564-578. DOI: 10.1007/s00330-025-12031-z
Petrescu S, Szabo P, et al. "Ballast Degradation Under Increased Axle Loads: a life-cycle assessment". Cem Concr Res 18(2017): 575-581. DOI: 10.3389/fdgth.2026.1699005
Quintero B, Balogh Q, et al. "Ballast Degradation Under Increased Axle Loads: a pilot deployment". Int J Disaster Risk Reduct 20(2020): 586-593. DOI: 10.3389/fdgth.2026.1834800
Ristic C, Castellani R, et al. "Ballast Degradation Under Increased Axle Loads: a review". Energy Build 22(2023): 597-605. DOI: 10.2196/69678
Szabo J, Jankowiak S, et al. "Ballast Degradation Under Increased Axle Loads: a comparative analysis". J Struct Eng 24(2014): 608-617. DOI: 10.7759/cureus.46454
Tarasov Q, Quintero T, et al. "Ballast Degradation Under Increased Axle Loads: a asset-management report". Struct Health Monit 26(2017): 619-629. DOI: 10.1016/j.ssci.2025.107028
Urbanek Z, Zielinski U, et al. "Ballast Degradation Under Increased Axle Loads: a field monitoring study". Eng Struct 28(2020): 630-641. DOI: 10.2196/48633
Vasquez A, Alvez V, et al. "Ballast Degradation Under Increased Axle Loads: a systematic evaluation". Autom Constr 30(2023): 641-653. DOI: 10.1371/journal.pone.0305949
Wojcik H, Hendriksen W, et al. "Ballast Degradation Under Increased Axle Loads: a laboratory study". J Infrastruct Syst 32(2014): 652-665. DOI: 10.1371/journal.pdig.0000514
Zielinski O, Ostrowski Z, et al. "Ballast Degradation Under Increased Axle Loads: a case study". Constr Build Mater 34(2017): 663-677. DOI: 10.17219/acem/208596
Andric V, Vasquez A, et al. "Ballast Degradation Under Increased Axle Loads: a reliability analysis". Transp Res Part C 36(2020): 674-680. DOI: 10.7759/cureus.104086

