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  1. 1

    Classic action recognition of cross-country skiing sports combining ant colony and clustering algorithm

    Yu, H., Li, Y.
    Published in BMC Sports Science, Medicine and Rehabilitation (2025)
    “…Background As one of the oldest sports events in world sports history, cross-country skiing involves basic techniques such as mountaineering, skiing, and gliding, covering multiple classic actions during the process. …”
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  2. 2

    The impact of cross-country skiers` tucking position on ski-camber profile, apparent contact area and load partitioning

    Kalliorinne, K., Hindér, G., Sandberg, J., Larsson, R., Holmberg, H.-C., Almqvist, A.
    Published in Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology (2025)
    “…As a result of the flexible modern cross-country skis, the camber profile and gliding properties to be influenced by the skiers` position. …”
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  3. 3

    Influence of load and position of center of mass on COF in cross-country skiing

    Sandberg, J., Hindér, G., Holmberg, H.-C., Almqvist, A., Larsson, R.
    Published in Tribology Letters (2025)
    “…The position of the center of mass has little to no effect on the rear glide zone but slightly alters the length and position of the front glide zone. …”
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  4. 4

    On the influence of grip wax on ski-snow friction during the double poling cycle in cross-country skiing

    Hindér, G., Sandberg, J., Kalliorinne, K., Holmberg, H.-C., Almqvist, A., Larsson, R.
    Published in Sports Engineering (2025)
    “…This underscores the need for meticulous application of grip wax application, tailored to the snow conditions, ski camber profile and racecourse demands, to minimise impact on gliding performance whilst maintaining sufficient static coefficient of friction for effective use of the diagonal stride technique. …”
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  5. 5

    The effectiveness of the training process of skiers using computer vision methods

    Novikova, N. B., Novikov, A. N., Ivanova, I. G., Belyova, A. N.
    Published in Theory and Practice of Physical Culture (2024)
    “…The examination of video footage of athletes gliding on roller skis at their top speed was conducted using a specially designed software that incorporates a motion-detection system for athletes, powered by the Alpha Pose neural network. …”
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  6. 6

    Laboratory friction testing of cross-country skis: Experimental investigation of ski design parameters` effect on friction

    Auganæs, S. B.
    Published 2024
    “…As a consequence, a lot of effort is put into developing fast skis and glide products. In this development process, glide testing is essential to distinguish small differences between the products. …”
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  7. 7

    A smart ski pole for skiing pattern recognition and quantification application

    Guo, Y., Ju, R., Li, K., Lan, Z., Niu, L., Hou, X., Qian, S., Chen, W., Liu, X., Li, G.
    Published in Sensors (2024)
    “…In addition, this study adopted the commonly used inertial sensor data for action recognition, combined with the load cell data as the input of the ski technical action recognition algorithm, and the recognition accuracy of five kinds of cross-country skiing technical actions (Diagonal Stride (DS), Double Poling (DP), Kick Double Poling (KDP), Two-stroke Glide (G2) and Five-stroke Glide (G5)) reached 99.5%, and the accuracy was significantly improved compared with similar recognition systems. …”
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  8. 8

    Quantifying cross-country ski-snow friction using real-time kinematic positioning

    Kalliorinne, K., Sandberg, J., Hind´er, G., Holmberg, H. C., Supej, M., Larsson, R., Almqvist, A.
    Published in Friction (2025)
    “…Over the years, researchers have found many ways ofquantifying ski-snow friction, but there are only a few methods that consider the glide of real-sized skis under natural conditions during both accelerating and decelerating movements. …”
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  9. 9

    IMU data-driven and PCA-based approach to establish quantifiable and practically applicable measures for V2 technique elements in cross-country skiing

    Debertin, D., Haag, L., Federolf, P.
    Published in Scandinavian Journal of Medicine & Science in Sports (2024)
    “…The objective of this study was to translate 14 curricula-informed distinct elements of the V2 ski-skating technique (horizontal and vertical posture, lateral tilt, head position, upper body rotation, arm swing, shoulder abduction, elbow flexion, hand and leg distance, plantar flexion, ski set-down, leg push-off, and gliding phase) into plausible, valid and applicable measures to make the technique training process more quantifiable and scientifically grounded. …”
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  10. 10

    Analyzing micro parameters of diagonal stride in cross-country skiing using microsensors on snow

    Rindal, O. M. H., Gløersen, Ø., Tjønnås, J.
    Published in 9th International Congress on Science and Skiing, March 18 - 22, 2023, Saalbach-Hinterglemm, Austria (2023)
    “…DISCUSSION/CONCLUSION: We can observe that running diagonal significantly reduces the length of the gliding sub-phase, and also has a more noisy transition into the thrust sub-phase.…”
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  11. 11

    V2 cross-country skiing technique variations assessed through principal movement discriminants extracted from wearable sensor data

    Debertin, D.
    Published in 28th Annual Congress of the European College of Sport Science, 4-7 July 2023, Paris, France (2023)
    “…METHODS: Ten experienced XC skiers (5 females, age 30±8y, national or FIS licenced as instructor or athlete) performed the V2 technique according to curriculum guidelines [3] and according to 14 technique variations, each represented through two opposite extremes: weight shift (forth/back, up/down, lateral/centered), inward/outward upper body rotation, closed/opened legs, flat/canted ski strike, flat/canted ski off, long/short gliding phase, raised/lowered head, lowered/lifted heel, highly extended/flexed elbows, lowered/lifted elbows, maximal/minimal arm swing, closed/opened hands. …”
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  12. 12

    Spinal and supra-spinal excitability during dynamic situations in sport - method development and pilot application in cross-country skiing

    Lindinger, S., Karczewska-Lindinger, M., Piitulaine, H., Giangrande, A., Piirainen, J.
    Published in 28th Annual Congress of the European College of Sport Science, 4-7 July 2023, Paris, France (2023)
    “…However, velocity-related differences were observed at highest forces (Slow 64.7%; Fast -19.8%) and mid-glide phase (Slow 53.0%; Fast 5.8%) compared to SLR. …”
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  13. 13

    The use of professional artificial turf for ski slopes as an opportunity to improve the efficiency of the training process of cross-country skiers

    Masyagina, N. V., Leontieva, M. S., Pushkina, V. N., Sedogin, E. A.
    Published in Theory and Practice of Physical Culture (2023)
    “…Thus, with the correct location of the ski treatment zones with a gliding compound, the skier / biathlete will not experience critical technical and biomechanical changes in the technique of movement when using artificial turf, which will make it possible to organize the training process at the preparatory stage of training athletes in conditions as close as possible to the competition. preparation stage.…”
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  14. 14

    Muscle function during cross-country skiing at different speed and incline conditions

    Werkhausen, A., Lundervold, A., Gløersen, Ø.
    Published in Journal of Experimental Biology (2023)
    “…Active preloading at the end of the glide phase may facilitate these mechanisms.…”
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  15. 15

    Gastrocnemius muscle fascicle behaviour during diagonal stride skiing

    Werkhausen, A., Lundervold, A., Gløersen, Ø.
    Published in 9th International Congress on Science and Skiing, March 18 - 22, 2023, Saalbach-Hinterglemm, Austria (2023)
    “…Active preloading at the end of the glide phase may benefit the mechanisms. REFERENCES: 1 Roberts, T. & Azizi, E., 2011. …”
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  16. 16

    Effect of load, ski and snow properties on apparent contact area and pressure distribution in straight gliding

    Mössner, M., Schindelwig, K., Heinrich, D., Hasler, M., Nachbauer, W.
    Published in Cold Regions Science and Technology (2023)
    “…For cross-country skis gliding on snow, the apparent contact area increased for increased normal load, softer snow, and decreased ski stiffness and camber. …”
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  17. 17

    XC-skiing under influence of hallux valgus

    Scherge, M., List, S., Hollenbacher, J.
    Published in 9th International Congress on Science and Skiing, March 18 - 22, 2023, Saalbach-Hinterglemm, Austria (2023)
    “…INTRODUCTION: The biomechanical relationship between walking and gliding was investigated in an elite-class cross-country skier. …”
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  18. 18

    Quantification methods of spinal and supraspinal excitability during cross-country skiing: a pilot study on skiing-specific motor control measurements

    Lindinger, S., Piitulainen, H., Karczewska-Lindinger, M., Giangrande, A., Piirainen, J. M.
    Published in 9th International Congress on Science and Skiing, March 18 - 22, 2023, Saalbach-Hinterglemm, Austria (2023)
    “…However, velocity-related differences were observed at highest forces (Slow 64.7%; Fast -19.8%) and mid-glide phase (Slow 53.0%; Fast 5.8%) compared to SLR. …”
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  19. 19

    Skating technique detection in cross-country skiing using a kinematic global navigation satellite system. The difference between fast and slow gliding skies

    Masaki, T., Naoto, M., Shunya, U., Linnamo, V., Lindinger, S., Stöggl, T.
    Published in 9th International Congress on Science and Skiing, March 18 - 22, 2023, Saalbach-Hinterglemm, Austria (2023)
    “…One time trial with a slower gliding speed ski and one with a faster gliding ski controlled by different kinds of ski waxing and in randomized order across participants. …”
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  20. 20

    Digital skiguru - quantifying "ski feeling" using microsensors

    Gløersen, Ø., Hoel Rindal, O. M., Tjønnås, J.
    Published in 9th International Congress on Science and Skiing, March 18 - 22, 2023, Saalbach-Hinterglemm, Austria (2023)
    “…RESULTS: There were high correlations between rated "glide" and measured friction coefficient (r = 0.79-0.94), and between "lead" and deceleration during the glide phase (r = 0.71-0.77). …”
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