{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,17]],"date-time":"2026-02-17T19:33:43Z","timestamp":1771356823208,"version":"3.50.1"},"reference-count":63,"publisher":"MDPI AG","issue":"3","license":[{"start":{"date-parts":[[2021,1,27]],"date-time":"2021-01-27T00:00:00Z","timestamp":1611705600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Sensors"],"abstract":"<jats:p>This cross-sectional study aims to analyze the physical demands of elite beach handball players during an official competition. Nine elite female (mean age: 24.6 \u00b1 4.0 years; body weight: 62.4 \u00b1 4.6 kg; body height: 1.68 \u00b1 0.059 m; training experience: 5 years; training: 6 h\/week) beach handball players of the Spanish National Team were recruited for this study. A Global Positioning System was incorporated on each player\u2019s back to analyze their movement patterns. Speed and distance were recorded at a sampling frequency of 15 Hz, whereas acceleration was recorded at 100 Hz by means of a built-in triaxial accelerometer. The main finding of the study is that 53% of the distance travelled is done at speeds between 1.5 and 5 km\/h and 30% of the distance is between 9 and 13 km\/h (83% of the total distance covered), which shows the intermittent efforts that beach handball involves at high intensity, as reflected in the analysis of the internal load with 62.82 \u00b1 14.73% of the game time above 80% of the maximum heart rate. These data help to orientate training objectives to the physical demands required by the competition in order to optimize the players\u2019 performance.<\/jats:p>","DOI":"10.3390\/s21030850","type":"journal-article","created":{"date-parts":[[2021,1,27]],"date-time":"2021-01-27T12:20:26Z","timestamp":1611750026000},"page":"850","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":15,"title":["Global Positioning System Analysis of Physical Demands in Elite Women\u2019s Beach Handball Players in an Official Spanish Championship"],"prefix":"10.3390","volume":"21","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9079-1827","authenticated-orcid":false,"given":"Juan Antonio","family":"S\u00e1nchez-S\u00e1ez","sequence":"first","affiliation":[{"name":"GDOT Research Group, Faculty of Sport, Universidad Cat\u00f3lica de Murcia, 30107 Murcia, Spain"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0017-0184","authenticated-orcid":false,"given":"Javier","family":"S\u00e1nchez-S\u00e1nchez","sequence":"additional","affiliation":[{"name":"School of Sport Sciences, Universidad Europea de Madrid, 28670 Madrid, Spain"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4747-3465","authenticated-orcid":false,"given":"Alejandro","family":"Mart\u00ednez-Rodr\u00edguez","sequence":"additional","affiliation":[{"name":"Department of Analytical Chemistry, Nutrition and Bromatology, Faculty of Science, Universidad de Alicante, 03690 Alicante, Spain"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2029-1277","authenticated-orcid":false,"given":"Jos\u00e9 Luis","family":"Felipe","sequence":"additional","affiliation":[{"name":"School of Sport Sciences, Universidad Europea de Madrid, 28670 Madrid, Spain"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1741-5566","authenticated-orcid":false,"given":"Jorge","family":"Garc\u00eda-Unanue","sequence":"additional","affiliation":[{"name":"IGOID Research Group, Physical Activity and Sport Sciences Department, Universidad de Castilla-La Mancha, 45071 Toledo, Spain"}]},{"given":"Daniel","family":"Lara-Cobos","sequence":"additional","affiliation":[{"name":"Italian Handball Federation, Stadio Olimpico (Curva Nord), 00135 Roma, Italy"}]}],"member":"1968","published-online":{"date-parts":[[2021,1,27]]},"reference":[{"key":"ref_1","unstructured":"Montagni, S., and Cardinale, M. (1998). Beachandball (one copy in the Federazione Italiana Giuoco Handball), Unpublished work."},{"key":"ref_2","doi-asserted-by":"crossref","unstructured":"Morillo, J.P. (2009). Balonmano Playa, Wanceulen Editorial.","DOI":"10.5031\/v1i1.RIA1021"},{"key":"ref_3","doi-asserted-by":"crossref","unstructured":"Reigal, R.E., Diz, J.A.V., Morillo, J.P., Hern\u00e1ndez-Mendo, A., and Morales-S\u00e1nchez, V. (2019). Psychological profile, competitive anxiety, moods and self-efficacy in beach handball players. Int. J. Environ. Res. Public Health, 17.","DOI":"10.3390\/ijerph17010241"},{"key":"ref_4","doi-asserted-by":"crossref","first-page":"1386","DOI":"10.3389\/fpsyg.2019.01386","article-title":"Contextual factors and decision-making in the behaviour of finalization in the positional attack in beach handball: Differences by gender through polar coordinates analysis","volume":"10","author":"Reigal","year":"2019","journal-title":"Front. Psychol."},{"key":"ref_5","doi-asserted-by":"crossref","first-page":"1627","DOI":"10.3389\/fpsyg.2019.01627","article-title":"Mixed methods in decision-making analysis through polar coordinate technique: Differences by gender on beach handball specialist","volume":"10","author":"Reigal","year":"2019","journal-title":"Front. Psychol."},{"key":"ref_6","doi-asserted-by":"crossref","unstructured":"Pueo, B., Espina-Agullo, J.J., Sell\u00e9s-P\u00e9rez, S., and Penichet-Tomas, A. (2020). Optimal body composition and anthropometric profile of world-class beach handball players by playing positions. Sustainability, 12.","DOI":"10.3390\/su12176789"},{"key":"ref_7","first-page":"1536","article-title":"Physical fitness profile in elite beach handball players of different age categories","volume":"60","author":"Lemos","year":"2020","journal-title":"J. Sports Med. Phys. Fit."},{"key":"ref_8","first-page":"450","article-title":"Analysis of time-motion and heart rate in elite male and female beach handball","volume":"16","author":"Pueo","year":"2017","journal-title":"J. Sports Sci. Med."},{"key":"ref_9","doi-asserted-by":"crossref","first-page":"118","DOI":"10.1080\/24748668.2020.1718458","article-title":"Conditional analysis of elite beach handball according to specific playing position through assessment with GPS","volume":"20","author":"Zapardiel","year":"2020","journal-title":"Int. J. Perform. Anal. Sport"},{"key":"ref_10","doi-asserted-by":"crossref","first-page":"151","DOI":"10.1080\/24748668.2018.1460052","article-title":"Polar coordinate analysis in the study of positional attacks in beach handball","volume":"18","author":"Navarro","year":"2018","journal-title":"Int. J. Perform. Anal. Sport"},{"key":"ref_11","first-page":"89","article-title":"Beach handball game cycle","volume":"34","author":"Lara","year":"2018","journal-title":"Rev. Int. Deportes Colect."},{"key":"ref_12","unstructured":"International Handball Federation (2020, October 10). Rules of the Game. Available online: https:\/\/www.ihf.info."},{"key":"ref_13","doi-asserted-by":"crossref","first-page":"226","DOI":"10.5232\/ricyde2015.04103","article-title":"An\u00e1lisis del ataque posicional de balonmano playa masculino y femenino mediante coordenadas polares","volume":"11","author":"Reigal","year":"2015","journal-title":"Rev. Int. Cienc. Deporte"},{"key":"ref_14","doi-asserted-by":"crossref","first-page":"1451","DOI":"10.1136\/bjsports-2016-097298","article-title":"The athlete monitoring cycle: A practical guide to interpreting and applying training monitoring data","volume":"51","author":"Gabbett","year":"2017","journal-title":"Br. J. Sports Med."},{"key":"ref_15","doi-asserted-by":"crossref","first-page":"270","DOI":"10.1123\/ijspp.2018-0935","article-title":"Internal and external training load: 15 years on","volume":"14","author":"Impellizzeri","year":"2019","journal-title":"Int. J. Sports Physiol. Perform."},{"key":"ref_16","doi-asserted-by":"crossref","first-page":"295","DOI":"10.1123\/ijspp.6.3.295","article-title":"Applications of GPS technologies to field sports","volume":"6","author":"Aughey","year":"2011","journal-title":"Int. J. Sports Physiol. Perform."},{"key":"ref_17","first-page":"355","article-title":"Deporte con dispositivos de posicionamiento global (GPS): Aplicaciones y limitaciones","volume":"23","author":"Castellano","year":"2014","journal-title":"Rev. Psicol. Deport."},{"key":"ref_18","doi-asserted-by":"crossref","first-page":"1025","DOI":"10.1007\/s40279-013-0069-2","article-title":"Global Positioning Systems (GPS) and microtechnology sensors in team sports: A systematic review","volume":"43","author":"Cummins","year":"2013","journal-title":"Sports Med."},{"key":"ref_19","doi-asserted-by":"crossref","first-page":"2513","DOI":"10.1519\/JSC.0000000000002483","article-title":"Physical activity and physiological profiles of elite international female field hockey players across the quarters of competitive match play","volume":"33","author":"McGuinness","year":"2019","journal-title":"J. Strength Cond. Res."},{"key":"ref_20","doi-asserted-by":"crossref","first-page":"3105","DOI":"10.1519\/JSC.0000000000002158","article-title":"Physical and physiological demands of elite international female field hockey players during competitive match play","volume":"33","author":"McGuinness","year":"2019","journal-title":"J. Strength Cond. Res."},{"key":"ref_21","doi-asserted-by":"crossref","first-page":"1259","DOI":"10.1080\/02640414.2012.701760","article-title":"Sprint profile of professional female soccer players during competitive matches: Female Athletes in Motion (FAiM) study","volume":"30","author":"Vescovi","year":"2012","journal-title":"J. Sports Sci."},{"key":"ref_22","doi-asserted-by":"crossref","first-page":"110","DOI":"10.1055\/s-0033-1345134","article-title":"Motion characteristics of youth women soccer matches: Female Athletes in Motion (FAiM) study","volume":"35","author":"Vescovi","year":"2013","journal-title":"Int. J. Sports Med."},{"key":"ref_23","doi-asserted-by":"crossref","unstructured":"Young, D., O\u2019Grady, M., and Coratella, G. (2020). The match-play running performance of elite Camogie players across halves of play. Sport Sci. Health, 1\u20139.","DOI":"10.1007\/s11332-020-00672-0"},{"key":"ref_24","doi-asserted-by":"crossref","first-page":"709","DOI":"10.1055\/s-0030-1261897","article-title":"Repeated-sprint sequences during youth soccer matches","volume":"31","author":"Buchheit","year":"2010","journal-title":"Int. J. Sports Med."},{"key":"ref_25","doi-asserted-by":"crossref","first-page":"2135","DOI":"10.1007\/s40279-017-0714-2","article-title":"Training load monitoring in team sports: A novel framework separating physiological and biomechanical load-adaptation pathways","volume":"47","author":"Vanrenterghem","year":"2017","journal-title":"Sports Med."},{"key":"ref_26","doi-asserted-by":"crossref","first-page":"207","DOI":"10.12800\/ccd.v6i18.48","article-title":"Monitoring training load through the CMJ in sprints and jump events for optimizing performance in athletics","volume":"6","year":"2011","journal-title":"Cult. Cienc. Deporte"},{"key":"ref_27","doi-asserted-by":"crossref","first-page":"508","DOI":"10.1016\/j.amepre.2011.06.046","article-title":"Use of global positioning systems to study physical activity and the environment: A systematic review","volume":"41","author":"Krenn","year":"2011","journal-title":"Am. J. Prev. Med."},{"key":"ref_28","first-page":"143","article-title":"Tecnolog\u00eda GPS al servicio del deporte","volume":"23","year":"2006","journal-title":"Arch. Med. Deporte"},{"key":"ref_29","doi-asserted-by":"crossref","first-page":"1319","DOI":"10.1080\/02640414.2010.504783","article-title":"Validity and reliability of GPS for measuring distance travelled in field-based team sports","volume":"28","author":"Gray","year":"2010","journal-title":"J. Sports Sci."},{"key":"ref_30","doi-asserted-by":"crossref","first-page":"121","DOI":"10.1080\/02640414.2011.627941","article-title":"Validity and reliability of GPS for measuring instantaneous velocity during acceleration, deceleration, and constant motion","volume":"30","author":"Varley","year":"2012","journal-title":"J. Sports Sci."},{"key":"ref_31","doi-asserted-by":"crossref","first-page":"369","DOI":"10.1519\/JSC.0b013e3182548af1","article-title":"Relationship between indicators of training load in soccer players","volume":"27","author":"Casamichana","year":"2013","journal-title":"J. Strength Cond. Res."},{"key":"ref_32","doi-asserted-by":"crossref","first-page":"121","DOI":"10.12800\/ccd.v6i17.39","article-title":"Demandas f\u00edsicas en jugadores semiprofesionales de f\u00fatbol: \u00bfSe entrena igual que se compite?","volume":"6","author":"Casamichana","year":"2011","journal-title":"Cult. Cienc. Deporte"},{"key":"ref_33","doi-asserted-by":"crossref","unstructured":"S\u00e1nchez-S\u00e1nchez, J., Unanue, J.F.G., Jim\u00e9nez-Reyes, P., Gallardo, A., Burillo, P., Felipe, J.L., and Gallardo, L. (2014). Influence of the mechanical properties of third-generation artificial turf systems on soccer players\u2019 physiological and physical performance and their perceptions. PLoS ONE, 9.","DOI":"10.1371\/journal.pone.0111368"},{"key":"ref_34","doi-asserted-by":"crossref","unstructured":"Ashman, B., Bauer, F.H., Parker, J., and Donaldson, J. (June, January 28). GPS operations in high earth orbit: Recent experiences and future opportunities. Proceedings of the 15th International Conference on Space Operations (SpaceOps 2018), Marseille, France.","DOI":"10.2514\/6.2018-2568"},{"key":"ref_35","doi-asserted-by":"crossref","unstructured":"Parkinson, B.W., Enge, P., Axelrad, P., and Spilker, J.J. (1996). Global Positioning System: Theory and Applications, American Institute of Aeronautics and Astronautics, Inc.. [3rd ed.].","DOI":"10.2514\/4.866395"},{"key":"ref_36","doi-asserted-by":"crossref","unstructured":"Spilker, J.J., Axelrad, P., Parkinson, B.W., and Enge, P. (1996). Global Positioning System: Theory and Applications, American Institute of Aeronautics and Astronautics, Inc.. [3rd ed.].","DOI":"10.2514\/4.866388"},{"key":"ref_37","doi-asserted-by":"crossref","first-page":"435891","DOI":"10.1155\/2014\/435891","article-title":"Accurate solution of navigation equations in GPS receivers for very high velocities using pseudorange measurements","volume":"2014","author":"Rahemi","year":"2014","journal-title":"Adv. Aerosp. Eng."},{"key":"ref_38","doi-asserted-by":"crossref","first-page":"052009","DOI":"10.1088\/1742-6596\/1368\/5\/052009","article-title":"Solution of overdetermined systems of equations using the conforming subsystem selection","volume":"1368","author":"Fursov","year":"2019","journal-title":"J. Phys. Conf. Ser."},{"key":"ref_39","doi-asserted-by":"crossref","first-page":"25","DOI":"10.1016\/j.jsams.2006.01.003","article-title":"Comparison of global positioning and computer-based tracking systems for measuring player movement distance during Australian Football","volume":"9","author":"Edgecomb","year":"2006","journal-title":"J. Sci. Med. Sport"},{"key":"ref_40","doi-asserted-by":"crossref","first-page":"642","DOI":"10.1097\/00005768-200003000-00014","article-title":"Assessment of speed of human locomotion using a differential satellite global positioning system","volume":"32","author":"Schutz","year":"2000","journal-title":"Med. Sci. Sports Exerc."},{"key":"ref_41","doi-asserted-by":"crossref","unstructured":"Felipe, J.L., Garcia-Unanue, J., Viejo-Romero, D., Navandar, A., and S\u00e1nchez-S\u00e1nchez, J. (2019). Validation of a video-based performance analysis system (Mediacoach\u00ae) to analyze the physical demands during matches in laLiga. Sensors, 19.","DOI":"10.3390\/s19194113"},{"key":"ref_42","doi-asserted-by":"crossref","first-page":"153","DOI":"10.1016\/S0735-1097(00)01054-8","article-title":"Age-predicted maximal heart rate revisited","volume":"37","author":"Tanaka","year":"2001","journal-title":"J. Am. Coll. Cardiol."},{"key":"ref_43","doi-asserted-by":"crossref","first-page":"518","DOI":"10.1136\/bjsm.2010.075341","article-title":"Field-based fitness assessment in young people: The ALPHA health-related fitness test battery for children and adolescents","volume":"45","author":"Ruiz","year":"2010","journal-title":"Br. J. Sports Med."},{"key":"ref_44","doi-asserted-by":"crossref","unstructured":"Rico-Gonz\u00e1lez, M., Arcos, A.L., Rojas-Valverde, D., Clemente, F.M., and Pino-Ortega, J. (2020). A survey to assess the quality of the data obtained by radio-frequency technologies and microelectromechanical systems to measure external workload and collective behavior variables in team sports. Sensors, 20.","DOI":"10.3390\/s20082271"},{"key":"ref_45","first-page":"13","article-title":"Kinematics and thermal sex-related responses during an official beach handball game in Costa Rica: A pilot study","volume":"36","year":"2019","journal-title":"Arch. Med. Deporte"},{"key":"ref_46","doi-asserted-by":"crossref","first-page":"416","DOI":"10.1016\/S1440-2440(01)80051-7","article-title":"The energy cost of running on grass compared to soft dry beach sand","volume":"4","author":"Pinnington","year":"2001","journal-title":"J. Sci. Med. Sport"},{"key":"ref_47","doi-asserted-by":"crossref","first-page":"227","DOI":"10.5114\/biolsport.2017.65998","article-title":"Evaluation of the external and internal workload in female futsal players","volume":"3","author":"Beato","year":"2017","journal-title":"Biol. Sport"},{"key":"ref_48","doi-asserted-by":"crossref","unstructured":"Serrano, C., Felipe, J.L., Garcia-Unanue, J., Iba\u00f1ez, E., Hernando, E., Gallardo, L., and S\u00e1nchez-S\u00e1nchez, J. (2020). Local Positioning System Analysis of Physical Demands during Official Matches in the Spanish Futsal League. Sensors, 20.","DOI":"10.3390\/s20174860"},{"key":"ref_49","doi-asserted-by":"crossref","first-page":"341","DOI":"10.1016\/j.jsams.2011.12.008","article-title":"The physiological and activity demands experienced by Australian female basketball players during competition","volume":"15","author":"Scanlan","year":"2012","journal-title":"J. Sci. Med. Sport"},{"key":"ref_50","doi-asserted-by":"crossref","first-page":"2281","DOI":"10.1519\/JSC.0000000000000393","article-title":"Comparison of running characteristics and heart rate response of international and national female rugby sevens players during competitive matches","volume":"28","author":"Portillo","year":"2014","journal-title":"J. Strength Cond. Res."},{"key":"ref_51","doi-asserted-by":"crossref","first-page":"1858","DOI":"10.1519\/JSC.0b013e318238ea3e","article-title":"Match running performance and exercise intensity in elite female rugby sevens","volume":"26","author":"Portillo","year":"2012","journal-title":"J. Strength Cond. Res."},{"key":"ref_52","doi-asserted-by":"crossref","first-page":"340","DOI":"10.1080\/24748668.2013.11868652","article-title":"Time-motion analysis on Chinese male field hockey players","volume":"13","author":"Liu","year":"2013","journal-title":"Int. J. Perform. Anal. Sport"},{"key":"ref_53","doi-asserted-by":"crossref","first-page":"549","DOI":"10.1123\/ijspp.8.5.549","article-title":"Time-on-pitch or full-game gps analysis procedures for elite field hockey?","volume":"8","author":"White","year":"2013","journal-title":"Int. J. Sports Physiol. Perform."},{"key":"ref_54","doi-asserted-by":"crossref","first-page":"921","DOI":"10.1080\/24748668.2014.11868768","article-title":"Physical and physiological demands of elite team handball players","volume":"14","author":"Barbero","year":"2014","journal-title":"Int. J. Perform. Anal. Sport"},{"key":"ref_55","first-page":"131","article-title":"Analysis of heart rate in female beach handball players","volume":"46","year":"2011","journal-title":"Apunts Med. Esport"},{"key":"ref_56","doi-asserted-by":"crossref","unstructured":"Edwards, T., Spiteri, T., Piggott, B., Bonhotal, J., Haff, G.G., and Joyce, C. (2018). Monitoring and managing fatigue in basketball. Sports, 6.","DOI":"10.3390\/sports6010019"},{"key":"ref_57","doi-asserted-by":"crossref","first-page":"235","DOI":"10.12800\/ccd.v10i30.592","article-title":"Comparison of physical demands in small sided games and competition in football players under 13","volume":"10","year":"2015","journal-title":"Cult. Cienc. Deporte"},{"key":"ref_58","doi-asserted-by":"crossref","unstructured":"Legg, J., Pyne, D.B., Semple, S., and Ball, N. (2017). Variability of jump kinetics related to training load in elite female basketball. Sports, 5.","DOI":"10.3390\/sports5040085"},{"key":"ref_59","doi-asserted-by":"crossref","first-page":"209","DOI":"10.1016\/j.jsams.2014.01.009","article-title":"Influence of physical qualities on post-match fatigue in rugby league players","volume":"18","author":"Johnston","year":"2015","journal-title":"J. Sci. Med. Sport"},{"key":"ref_60","doi-asserted-by":"crossref","first-page":"48","DOI":"10.1186\/s40798-019-0219-7","article-title":"Monitoring the athlete match response: Can external load variables predict post-match acute and residual fatigue in soccer? A systematic review with meta-analysis","volume":"5","author":"Hader","year":"2019","journal-title":"Sports Med. Open"},{"key":"ref_61","doi-asserted-by":"crossref","first-page":"462","DOI":"10.1111\/j.1600-0838.2007.00710.x","article-title":"Acute fatigue-induced changes in muscle mechanical properties and neuromuscular activity in elite handball players following a handball match","volume":"18","author":"Thorlund","year":"2007","journal-title":"Scand. J. Med. Sci. Sports"},{"key":"ref_62","first-page":"953","article-title":"Match analysis of an elite beach soccer team","volume":"57","author":"Scarfone","year":"2016","journal-title":"J. Sports Med. Phys. Fit."},{"key":"ref_63","doi-asserted-by":"crossref","first-page":"42","DOI":"10.1136\/bjsm.2007.038497","article-title":"Effect of plyometric training on sand versus grass on muscle soreness and jumping and sprinting ability in soccer players","volume":"42","author":"Impellizzeri","year":"2007","journal-title":"Br. J. Sports Med."}],"container-title":["Sensors"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/1424-8220\/21\/3\/850\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,11]],"date-time":"2025-10-11T05:16:13Z","timestamp":1760159773000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/1424-8220\/21\/3\/850"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,1,27]]},"references-count":63,"journal-issue":{"issue":"3","published-online":{"date-parts":[[2021,2]]}},"alternative-id":["s21030850"],"URL":"https:\/\/doi.org\/10.3390\/s21030850","relation":{},"ISSN":["1424-8220"],"issn-type":[{"value":"1424-8220","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,1,27]]}}}