JGIS  Vol.6 No.6 , December 2014
A Sensor Web for Real-Time Groundwater Data Monitoring in Morocco
This article presents research and development of an interoperable platform to facilitate, monitor and coordinate groundwater data sharing. This system was orchestrated by a number of services described by Open Geospatial Consortium (OGC) such as Sensor Observation Service (SOS) and other services for the use of mapping data, Web Feature Services (WFS), Web Map Service (WMS), and catalogue services (CSW). An important activity for our project was the establishment of a portal for geographic data and services. Geoportal developed for this project will promote and facilitate access to groundwater data and share theme more openly. Otherwise our system has been designed to provide a powerful tool that enhances the ability of regional staff to monitor near real-time groundwater data (i.e. piezometric level) and as a result will help provide a more effective response to environmental upsets.

Cite this paper
Moumen, A. , Oulidi, H. , Agadi, M. , Nehmadou, M. , Ben-Daoud, M. , Barich, A. , Mridekh, A. , Mansouri, B. , Boutaleb, S. , Mohammed, K. , Essahlaoui, A. and Eljaafari, S. (2014) A Sensor Web for Real-Time Groundwater Data Monitoring in Morocco. Journal of Geographic Information System, 6, 613-623. doi: 10.4236/jgis.2014.66051.
[1]   Jones, C.B., et al. (2002) Spatial Information Retrieval and Geographical Ontologies: An Overview of the SPIRIT Project. Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, ACM, Tampere.

[2]   Wagener, T., et al. (2010) The Future of Hydrology: An Evolving Science for a Changing World. Water Resources Research, 46, n/a-n/a.

[3]   UN (2009) Water Task Force on Indicators. M.A.R., Final Report.

[4]   Troin, J.-F. (2009) L’eau au Maroc. Institut Agronomique et Vétérinaire Hassan II, Rabat.

[5]   HCP (2004) Recensement général de la population et de l’habitat 2004. Cited 25/12/2013.

[6]   Alami, A.E. (2012) Système de télémesure des données hydrogéologiques. Ministère de l’Energie, des Mines, de l’Eau et de l’Environnement, Département de l’eau.

[7]   Hydrometrie, S., Editor (2011) SEBA, DEMASole.

[8]   Mino, E., et al. (2012) Projet régional de renforcement des Systèmes Nationaux d’Information sur l’Eau et d’Harmonisation de la Collecte des Données pour un Système Partagé d’Information sur l’Eau Développement Pilote au Maroc Etat des lieux et plan d’action proposé. Département de l’Eau/Unité Technique du SEMIDE.

[9]   Michl, C., Klipp, R. and Mothes, M. (2009) Hydrological Sensor Networks in Germany—Introducing Sensor Web-WSV. 18th World IMACS/MODSIM Congress, Cairns, 13-17 July 2009, 980-986.

[10]   Huang, M., Maidment, D.R. and Tian, Y. (2011) Using SOA and RIAs for Water Data Discovery and Retrieval. Environmental Modelling & Software, 26, 1309-1324.

[11]   Dornblut, I. (2012) Report Series GRDC: Hydrologic Information Metadata. Global Runoff Data Centre GRDC, Global Runoff Data Centre GRDC, Koblenz.

[12]   Stock, K., Stojanovic, T., Reitsma, F., Ou, Y., Bishr, M., Ortmann, J. and Robertson, A. (2012) To Ontologise or Not to Ontologise: An Information Model for a Geospatial Knowledge Infrastructure. Computers & Geosciences, 45, 98-108. http://dx.doi.org/10.1016/j.cageo.2011.10.021

[13]   Peckham, S.D. and Goodall, J.L. (2013) Driving Plug-and-Play Models with Data from Web Services: A Demonstration of Interoperability between CSDMS and CUAHSI-HIS. Computers & Geosciences, 53, 154-161. http://dx.doi.org/10.1016/j.cageo.2012.04.019

[14]   OGC and OpenGIS (2012) Sensor Observation Service.

[15]   OGC (2011) CUAHSI WaterML, Part 1: Timeseries. Open Geospatial Consortium.

[16]   Lecca, G., Petitdidier, M., Hluchy, L., Ivanovic, M., Kussul, N., Ray, N. and Thieron, V. (2011) Grid Computing Technology for Hydrological Applications. Journal of Hydrology, 403, 186-199.

[17]   Ge, Y., Li, X., Huang, C.L. and Nan, Z.T. (2013) A Decision Support System for Irrigation Water Allocation along the Middle Reaches of the Heihe River Basin, Northwest China. Environmental Modelling & Software, 47, 182-192. http://dx.doi.org/10.1016/j.envsoft.2013.05.010

[18]   Kubicek, P., Kozel, J., Stampach, R. and Lukas, V. (2013) Prototyping the Visualization of Geographic and Sensor Data for Agriculture. Computers and Electronics in Agriculture, 97, 83-91. http://dx.doi.org/10.1016/j.compag.2013.07.007

[19]   Auynirundronkool, K., Chen, N.C., Peng, C.H., Yang, C., Gong, J.Y. and Silapathong, C. (2012) Flood Detection and Mapping of the Thailand Central Plain Using RADARSAT and MODIS under a Sensor Web Environment. International Journal of Applied Earth Observation and Geoinformation, 14, 245-255. http://dx.doi.org/10.1016/j.jag.2011.09.017

[20]   Mcferren, G., Roos, S. and Terhorst, A. (2006) Fire Alerts on the Geospatial Semantic Web. 5th International Semantic Web Conference, Athens, 5-9 November 2006, 13.

[21]   Díaz, L., Br?ring, A., McInerney, D., Libertá, G. and Foerster, T. (2013) Publishing Sensor Observations into Geospatial Information Infrastructures: A Use Case in Fire Danger Assessment. Environmental Modelling & Software, 48, 65-80. http://dx.doi.org/10.1016/j.envsoft.2013.06.002

[22]   Botts, M., Percivall, G., Reed, C. and Davidson, J. (2007) OGC? Sensor Web Enablement Overview and High Level Architecture. In: Proceedings of the 5th International ISCRAM Conference, Washington DC.

[23]   Bermudez, L., Cook, T., Forrest, D., Bogden, P., Galvarino, C., Bridger, E., Creager, G. and Graybeal, J. (2009) Web Feature Service (WFS) and Sensor Observation Service (SOS) Comparison to Publish time Series Data. International Symposium on Collaborative Technologies and Systems, CTS’09, Baltimore, 18-22 May 2009, 36-43.

[24]   McFerren, G., Hohls, D., Fleming, G. and Sutton, T. (2009) Evaluating Sensor Observation Service Implementations. IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2009, Cape Town, 12-17 July 2009, 363-366.

[25]   Mayer, C. and Till, A. (2010) Comparison of SOS-Server: 52?North, UMN and Deegree. FOSS4G, Barcelona.

[26]   Poorazizi, M.E., Liang, S.H. and Hunter, A.J. (2012) Testing of Sensor Observation Services: A Performance Evaluation. Proceedings of the First ACM SIGSPATIAL Workshop on Sensor Web Enablement, 32-38. http://dx.doi.org/10.1145/2451716.2451721

[27]   Tamayo, A., Granell, C. and Huerta, J. (2012) Using SWE Standards for Ubiquitous Environmental Sensing: A Performance Analysis. Sensors, 12, 12026-12051. http://dx.doi.org/10.3390/s120912026

[28]   Tavares, T., Santana, R.H.C., Santana, M.J. and Estrella, J.C. (2013) Performance Evaluation on OpenGIS Consortium for Sensor Web Enablement Services. ICSNC 2013, The Eighth International Conference on Systems and Networks Communications, Venice, 27 October-1 November 2013, 135-140.

[29]   Schneider, M. (2012) Deegree 3 Sensor Observation Service.
http://wiki.deegree.org/deegreeWiki/deegree3/SensorObservationService#Get_it_up_and_running _in_5_minutes

[30]   Sliwinski, A., Simonis, I., Remke, A., Streit, U. and Wytzisk, A. (2005) Boosting the OGC Sensor Web Enablement Initiative by Open Source Web Services—The Case of 52 North. AGIT, Salzburg, 6-8 July 2005, 686-695.

[31]   Kraak, M.J., Sliwinski, A. and Wytzisk, A. (2005) What Happens at 52N? An Open Source Approach to Education and Research. Proceedings of the Joint ICA Commissions Seminar, Internet-Based Cartographic Teaching and Learning: Atlases, Map Use, and Visual Analytics, Madrid, 6-8 July 2005.

[32]   Boughrous, A.A. (2007) Biodiversité, écologie et qualité des eaux souterraines de deux régions arides du Maroc: Le Tafilalet et la région de Marrakech. Université Cadi Ayyad Faculté Des Sciences Semlalia Marrakech, Marrakech.

[33]   Chahlaoui, A. and Ouhmidou, M. (2013) Qualite Physico-Chimique Des Eaux Du Barrage Hassan Addakhil Errachidia-Maroc. Sciencelib, 8.

[34]   MEMEE (2013) Ressources en Eau par bassin: Ziz-Rhéris. http://www.water.gov.ma/index.cfm?gen=true&id=13&ID_PAGE=34

[35]   MEMEE (2009) Etat de la Qualité des Ressources en Eau au Maroc 2002/2008. Ministère chargé de l’Eau-DRPE, Rabat.

[36]   Broring, A., F?rster, T. and Simonis, I. (2006) An Integrated Software Framework for OGC Web Services. http://www.foss4g2006.org/contributionDisplay.py

[37]   Broring, A., Hinderk Jürrens, E., Jirka, S. and Stasch, C. (2009) Development of Sensor Web Applications with Open Source Software. First OSGIS UK Conference, Nottingham, 22 June 2009.

[38]   Kuhlmann, S.K.J., Hollmann, C. and Strotmann, A. (2010) Installation Guide for Sensor Observation Service (Web-Archive) Version 3.1.1. Working Group Sensor Web Enablement, 52? North, Münster, 27.

[39]   Jürens, E.H. (2011) User Guide for SOS Importer Version 0.1. 52? North, Münster.

[40]   Nouayti, N., Hilali, M. and Khattach, D. (2014) Contribution à l’étude hydrogéologique et hydrochimique des aquifères jurassiques du Haut bassin de Ziz. WIS Meday’s-2014, AMJG, Rabat.

[41]   ME and MCATUH (2002) Les normes de qualité des eaux de surface, Ministère d'aménagement du territoire. MDATUH, Rabat, 5.

[42]   Mays, J., et al. (2006) Deegree iGeoPortal-Standard Edition v2.5. Lat/lon GmbH et Bonn University, Bonn.

[43]   QGIS Development Team (2014) Manuel d’utilisation de QGIS. OSGeo, 271.

[44]   Poth, A., Schmitz, A., Müller, M., Mays, J., Rubach, H. and Goerke, S. (2006) Deegree Web Map Service v2.5. Lat/lon GmbH et Bonn University, Bonn.

[45]   IMPETUS, IMPETUS Atlas du Maroc. (2008) Résultats de Recherche 2000-2007. Allemagne: Institut de Géographie, Université de Bonn, Bonn, 90.

[46]   Prieur, M. (1999) La Convention d’Aarhus, instrument universel de la démocratie environnementale. Revue juridique de l’environnement, 9-29.

[47]   Royaume du Maroc (2014) Projet de loi relatif au droit d’accès à l’information, Ministère de la Fonction Publique et de la Modernisation de l'Administration. MFPMA, Rabat.