Skip to main content
Log in

On the use of long-term observation of water level and temperature along the shore for a better understanding of the dynamics: example of Toulon area, France

  • Published:
Ocean Dynamics Aims and scope Submit manuscript

Abstract

A dense network of instruments has been deployed within harbors along the Mediterranean coast, in the Toulon Metropole area, between the Hyères islands and the Sanary Bay in the framework of the observation network HTM-NET. Each station is equipped with two piezometric sensors, the first immersed and the second emerged, which allows the calculation of the water level. Both piezometric sensors are also equipped with a temperature sensor. Water level and temperature data are analyzed and discussed, also considering meteorological data provided by Météo-France stations. The tide gauges provide information about tide harmonic components, extreme water level, and seiching. Moreover, significant differences are observed between sheltered zones in enclosed bays and offshore zones, such as between the back of the Bay of Toulon and at the Port-Cros Island. Differences in water level up to 0.10 m are indeed observed under windy conditions, of the same order as the tidal range (order of 0.20 m) or the annual level variability due to the volumetric expansion (order of 0.10 m). Water level variations, up to about 1 m, are found to be mainly due to atmospheric effects, with a more or less isostatic behavior according to the weather events. In addition, seiching with an amplitude of few centimeters is observed within the Little Bay of Toulon, for east wind conditions. The near-surface water temperature is measured at the submerged piezometer location (depth of immersion range 0.10–1.80 m according to the station and to the water level). The analysis of the temperature associated with the weather conditions allows to detail a strong variability of the upwelling intensity under Mistral wind conditions in summer, leading to more or less pronounced temperature drops according to the shore configuration. The Bay of Toulon is more prone to the generation of upwellings than the neighboring bays. During winter, water exchanges between the Little Bay of Toulon and offshore are also clearly observed during windy conditions. The HTM-NET long-term observation network thus provides useful insights to increase our knowledge of the hydrodynamics and mass fluxes, and therefore enhances our modeling capacity and risk assessment at the scale of a bay.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11
Fig. 12
Fig. 13
Fig. 14
Fig. 15
Fig. 16
Fig. 17
Fig. 18
Fig. 19

Similar content being viewed by others

Data availability

Data on relative water levels of the HTM-NET network stations and the water level with respect to the reference level NGF (official altimetric reference in the French continental metropolitan territory) of the tide gauge of Toulon, operated by the Shom, can be downloaded from the website DATA.SHOM.FR.

Data from the last 60 days of temperature, water level, and atmospheric pressure of the HTM-NET network stations are displayed on the website of the network: https://htmnet.mio.osupytheas.fr. Data of water and air temperature, and water and air pressure are available on request, on the catalogue of the Pytheas observatory https://dataset.osupytheas.fr/geonetwork/srv/fre/catalog.search#/metadata/7d538d6b-dd15-42af-9de7-c9eac27a840d.

Meteorological data are available on request on the dedicated website of Météo-France, the French national meteorological and climatological service, https://donneespubliques.meteofrance.fr/.

References

  • Adloff F, Jorda G, Somot S, Sevault F, Arsouze T, Meyssignac B, Li L, Planton S (2018) Improving water level simulation in Mediterranean regional climate models. Clim Dyn 51:1167–1178

    Article  Google Scholar 

  • Albérola C, Millot C (2003) Circulation in the French Mediterranean coastal zone near Marseilles: the influence of wind and the Northern Current. Continent Shelf Res 23:587–610. https://doi.org/10.1016/S0278-4343(03)00002-5

    Article  Google Scholar 

  • Albérola C, Rousseau S, Millot C, Astraldi M, Font J, Garcia-Lafuente J, Gasparini G-P, Send U, Vangriesheim A (1995) Tidal currents in the Western Mediterranean Sea. Oceanol Acta 18:273–284

    Google Scholar 

  • Audouin J (1962) Hydrologie de l’étang de Thau. Rev Trav Inst Pêches Marit 26(1):72 (in french)

    Google Scholar 

  • Bensoussan N, Garrabou J & the T-MEDNet network (2018) T-MEDNet observation network and resource platform on climate change effects in Mediterranean coastal ecosystems. International Conference on Marine Data and Information Systems, Barcelona, Spain, 5–7 November 2018

  • Berta M, Bellomo L, Griffa A, Magaldi MG, Molcard A, Mantovani C, Gasparini GP, Marmain J, Vetrano A, Béguery L, Borghini M, Barbin Y, Gaggelli J, Quentin C (2018) Wind-induced variability in the Northern Current (northwestern Mediterranean Sea) as depicted by a multi-platform observing system. Ocean Sci 14:689–710

    Article  Google Scholar 

  • Birol F, Delebecque C (2014) Using high sampling rate (10/20 Hz) altimeter data for the observation of coastal surface currents: a case study over the northwestern Mediterranean Sea. J Mar Syst 129:318–333

    Article  Google Scholar 

  • Bonaduce A, Pinardi N, Oddo P, Spada G, Larnicol G (2016) Water level variability in the Mediterranean sea from altimetry and tide gauges. Clim Dyn 47:2851–2866

    Article  Google Scholar 

  • Bouin M-N, Caniaux G, Traullé O, Legain D, Le Moigne P (2012) Long-term heat exchanges over a Mediterranean lagoon. J Geophys Res 115:D23104. https://doi.org/10.1029/2012JD017857

    Article  Google Scholar 

  • Buongiorno Nardelli B, Tronconi C, Pisano A, Santoleri R (2013) High and ultra-high resolution processing of satellite sea surface temperature data over southern European seas in the framework of MyOcean project. Rem Sens Environ 129:1–16. https://doi.org/10.1016/j.rse.2012.10.012

    Article  Google Scholar 

  • Carret A, Birol F, Estournel C, Zakardjian B, Testor P (2019) Synergy between in situ and altimetry data to observe and study Northern Current variations (NW Mediterranean Sea). Ocean Sci 15:269–290

    Article  Google Scholar 

  • Donlon C, Robinson I, Casey KS, Vazquez-Cuervo J, Armstrong E, Arino O et al (2007) The global ocean data assimilation experiment high-resolution sea surface temperature pilot project. Bull Am Meteorol Soc 88:1197–1213. https://doi.org/10.1175/BAMS-88-8-1197

    Article  Google Scholar 

  • Dufresne C (2014) Compréhension et analyse des processus hydro-sédimentaires de la baie de Toulon. Apport à la modélisation de la dispersion des radionucléides. Ph-D thesis, University of Toulon, nov. (in french)

  • Dufresne C, Duffa C, Rey V (2014) Wind forced circulation in the Bay of Toulon and water exchanges at the Little Bay fairway. Ocean Dyn 64:209–224. https://doi.org/10.1007/s10236-013-0676-3

    Article  Google Scholar 

  • Dufresne C, Duffa C, Rey V, Verney R (2018) Hydro-sedimentary model as a post-accidental management tool: application to radionuclide marine dispersion in the Bay of Toulon (France). Ocean Coast Manag 153:176–192

  • Durrieu de Madron X, Houpert L, Puig P, Sanchez-Vidal A, Testor P, Bosse A, Estournel C, Somot S, Bourrin F, Bouin MN, Beauverger M, Beguery L, Calafat A, Canals M, Cassou C, Coppola L, Dausse D, D’Ortenzio F, Font J, Heussner S, Kunesch S, Lefevre D, Le Goff H, Martín J, Mortier L, Palanques A, Raimbault P (2013) Interaction of dense shelf water cascading and open-sea convection in the northwestern Mediterranean during winter 2012. Geophys Res Letters 40:1379–1385. https://doi.org/10.1002/grl.50331

    Article  Google Scholar 

  • Federico I, Pinardi N, Coppini G, Oddo P, Lecci R, Mossa M (2017) Coastal ocean forecasting with an unstructured grid model in the southern Adriatic and northern Ionian seas. Nat Hazards Earth Syst Sci 17:45–59

    Article  Google Scholar 

  • Fenoglio-Marc L (2002) Long-term water level change in the Mediterranean Sea from multi-satellite altimetry and tide gauges. Phys Chem Earth 27:1419–1431

    Article  Google Scholar 

  • Gaeta MG, Samaras AG, Federico I, Archetti R (2016) A coupled wave-3D hydrodynamics model of the Taranto Sea (Italy): a multiple-nesting approach. Nat Hazards Earth Syst Sci 16:2071–2083

    Article  Google Scholar 

  • Garrett C (1983) Variable water level and straight flow in the Mediterranean : a theoretical study of the response to meteorological forcing. Oceanol Acta 6:79–87

    Google Scholar 

  • Grilli F, Pinardi N (1998) The computation of Rossby radii of deformation for the Mediterranean Sea. MTP News 6(4):4–5

    Google Scholar 

  • Guihou K (2013) Étude de la dynamique du Courant Nord au large de Toulon, à l’aide de modèle, observations in-situ et données satellites, Ph-D thesis, University of Toulon, dec. 2013 (in french)

  • Guihou K, Marmain J, Ourmières Y, Molcard A, Zakardjian B, Forget P (2013) A case study of the mesoscale dynamics in the North-Western Mediterranean Sea : combined data-model approach. Ocean Dyn 63:793–808. https://doi.org/10.1007/s10236-013-0619-z

    Article  Google Scholar 

  • Hamon BV (1966) Continental shelf waves and the effects of atmospheric pressure and wind stress on water level. J Geophys Res 71:2883–2893

    Article  Google Scholar 

  • Lebeaupin Brossier C, Leger F, Giordani H, Beuvier J, Bouin M-N, Ducrocq V, Fourrié N (2017) Dense water formation in the northwestern Mediterranean area during HyMeX-SOP2 in 1/368 ocean simulations: ocean-atmosphere coupling impact. J Geophys Res Oceans 122:5749–5773. https://doi.org/10.1002/2016JC012526

    Article  Google Scholar 

  • Lozano J, Candela J (1995) The M2 tide in the Mediterranean Sea : dynamic analysis and data assimilation. Oceanol Acta 18(4):19–441

    Google Scholar 

  • Mavromatidi A, Briche E, Clayes C (2018) Mapping and analyzing socio-environmental vulnerability to coastal hazards induced by climate change: an application to coastal Mediterranean cities in France. Cities 72:189–200

    Article  Google Scholar 

  • Millot C (1979) Wind induced upwellings in the Gulf of lions. Oceanol Acta 2

  • Millot C (1987) The structure of mesoscale phenomena in the Ligurian Sea inferred from the DYOME experiment. Ann Geophys Ser B – Terr Planet Phys 5(1):21–30

    Google Scholar 

  • Millot, C., Taupier-Letage, I., 2005, Circulation in the Mediterranean Sea. The handbook of environment chemistry, 5(3), Alain Salot volume Ed., Springer Verlag, Berlin Heidelberg, 29-66. Doi: https://doi.org/10.1007/b107143

  • Millot C, Broyard R, Metais O, Tine J (1981) Les oscillations propres de la Rade de Toulon. Oceanol Acta 4(3):259–262 (in french)

    Google Scholar 

  • Morrow R, Carret A, Birol F, Nino F, Valladeau G, Boy F, Bachelier C, Zakardjian B (2017) Observability of fine-scale ocean dynamics in the northwestern Mediterranean Sea. Ocean Sci 13:13–29

    Article  Google Scholar 

  • Nicholls RJ, Hoozemans FMJ (1996) The Mediterranean: vulnerability to coastal implications of climate change. Ocean Coast Manag 31:105–132. https://doi.org/10.1016/S0964-5691(96)00037-3

    Article  Google Scholar 

  • Oddo P, Bonaduce A, Pinardi N, Guarnieri A (2014) Sensitivity of the Mediterranean water level to atmospheric pressure and free surface elevation numerical formulation in NEMO. Geosci Model Dev 7:3001–3015

    Article  Google Scholar 

  • Pairaud IL, Bensoussan N, Garreau P, Faure V, Garrabou J (2014) Impacts of climate change on coastal benthic ecosystems: assessing the current risk of mortality outbreaks associated with thermal stress in NW Mediterranean coastal areas. Ocean Dyn 64(1):103–115

    Article  Google Scholar 

  • Pastor F, Valiente JA, Palau JL (2018) Sea surface temperature in the Mediterranean: trends and spatial patterns (1982–2016). Pure Appl Geophys 175(11):4017–4029

    Article  Google Scholar 

  • Pérez B, Payo A, Lopez D, Woodworth PL, Alvarez Fanjul E (2014) Overlapping water level time series measured using different technologies: an example from REDMAR Spanish network. Nat Hazards Earth Syst Sci 14:589–610

    Article  Google Scholar 

  • Pettenuzzo D, Large WG, Pinardi N (2010) On the corrections of ERA-40 surface flux products consistent with the Mediterranean heat and water budgets and the connection between basin surface total heat flux and NAO. J Geophys Res 115:C06022. https://doi.org/10.1029/2009JC005631

    Article  Google Scholar 

  • Pimentel S, Tse W.-H, Xu H, Denaxa D, Jansen E, Korres G, Mirouze I, Storto A (2018) Modeling the near-surface diurnal cycle of sea surface temperature in the Mediterranean Sea. J Geophys Res 124(1). https://doi.org/10.1029/2018JC014289

  • Poulain P-M, Barbanti R, Font J, Cruzado A, Millot C, Gertman I, Griffa A, Molcard A, Rupolo V, Le Bras S, Petit de la Villeon L (2007) MedArgo: a drifting profiler program in the Mediterranean Sea. Ocean Sci 3:379–395

    Article  Google Scholar 

  • Rainaud R, Lebeaupin Brossier C, Ducrocq V, Giordani H, Nuret M, Fourrié N, Bouin M-N, Taupier-Letage I, Legaina D (2016) 2015, characterization of air–sea exchanges over the Western Mediterranean Sea during HyMeX SOP1 using the AROME–WMED model. Q J R Meteorol Soc 142(Suppl 1):173–187. https://doi.org/10.1002/qj.2480

    Article  Google Scholar 

  • Sahal A, Roger J, Allgeyer S, Lemaire B, Hébert H, Schindelé F, Lavigne F (2009) The tsunami triggered by the 21 May 2003 Boumerdès-Zemmouri (Algeria) earthquake: field investigations on the French Mediterranean coast and tsunami modelling. Nat Hazards Earth Syst Sci 9:1823–1834

    Article  Google Scholar 

  • Satta A, Puddu M, Venturini S, Giupponi C (2017) Assessment of coastal risks to climate change related impacts at the regional scale: the case of Mediterranean region. Int J Disaster Risk Reduct 24:284–296

    Article  Google Scholar 

  • Taupier-Letage I, Piazzola J, Zakardjian B (2013) Les îles d’Hyères dans le système de circulation marine et atmosphérique de la Méditerranée. Sci Rep Port-Cros Natl Park 27:29–52 (in french)

    Google Scholar 

  • Torresan S, Gallina V, Gualdi S, Bellafiore D, Umgiesser G, Carniel S, Sclavo M, Benetazzo A, Giubilato E, Critto A (2019) Assessment of climate change impacts in the North Adriatic coastal area. Part I: a multi-model chain for the definition of climate change hazard scenarios. Water 11(6):1157

    Article  Google Scholar 

  • Tsimplis MN, Shaw AGP (2008) The forcing of mean sea level variability around Europe. Glob Planet Chang 63:196–202

    Article  Google Scholar 

  • Tsimplis MN, Vlahakis GN (1994) Meteorological forcing and water level variability in the Aegean Sea. J Geophys Res 71:2883–2893

    Google Scholar 

  • Tsimplis MN, Proctor R, Flather RA (1995) A two-dimensional tidal model for the Mediterranean Sea. J Geophys Res 100:16223–16239

    Article  Google Scholar 

  • Van Haren H, Taupier-Letage I, the ANTARES collaboration (2011) Acoustic and optical variations during rapid downward motion episodes in the deep north-western Mediterranean Sea. Deep Sea Res I:875–884

  • Vigo MI, Sánchez-Reales JM, Trottini M, Chao BF (2011) Mediterranean Sea level variations: analysis of the satellite altimetric data, 1992-2008. J Geodyn 52(3):271–278

    Article  Google Scholar 

  • Wöppelmann G, Marcos M, Coulomb A, Martin Miguez B, Bonnetain P, Boucher C, Gravelle M, Simon B, Tiphaneau P (2014) Rescue of the historal water level record of Marseille (France) from 1885 to 1988 and its extension back to 1849-1851. J Geod 71:869–885

    Article  Google Scholar 

Download references

Acknowledgments

Financial supports from the Toulon Metropole (Contracts HTM-NET, OLBIA, CAPTILE) and from the French national scientific programs SOERE and DYNALIT- ILICO on the long-term observation of the coastline are acknowledged. The French National park of Port-Cros (PNPC), Toulon Metropole and the city of Hyères are acknowledged for the installation of the stations, the French Navy service Shom for its collaboration and MétéoFrance for the meteorological data.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Vincent Rey.

Additional information

Responsible Editor: Sandro Carniel

Highlights

- Dense network of instruments for the measurement of water level and sub-surface temperature along the Mediterranean coast, in the Toulon Metropole area.

- Recovering of tide harmonic components (tide range of about 0.20 m), storm surges and extreme water level (up to 1.00 m), steric dilatation effects (of order 0.10 m). Comparisons between the island of Port-Cros (“offshore”) and the little bay of Toulon evidence water level variations up to about 0.10 m, under some windy conditions.

- Seiching of period 45 min with an amplitude of few centimeters observed within the little bay of Toulon, for east wind conditions.

- Analysis of variation of the temperature associated with the meteorological conditions evidences the presence of upwellings in Mistral wind conditions in summer, with significant differences along the coast according to the shore configuration.

- During winter, water exchanges between the little bay of Toulon and offshore are also clearly observed.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Rey, V., Dufresne, C., Fuda, JL. et al. On the use of long-term observation of water level and temperature along the shore for a better understanding of the dynamics: example of Toulon area, France. Ocean Dynamics 70, 913–933 (2020). https://doi.org/10.1007/s10236-020-01363-7

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10236-020-01363-7

Keywords

Navigation