Our project partners
The European countries that are part of SmartLagoon are: Spain, Italy, Sweden, Switzerland, Denmark and Norway. Find out more about them on our dedicated page.
Our project timeline
Here are the main steps that will lead us to the implementation of all SmartLagoon stages.
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Project Started!
The SmartLagoon project, funded with the Horizon 2020 program, has started!
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Partnership agreement
Fundacion Universitaria San Antonio
Signature of the Partnership Agreement by all partners
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Website published and Appointment of the CoDNOC
Alma Mater Studiorum - Università di Bologna
Publishing of the website and appointment of the CoDNOC
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Sensing technologies validated and tested at Lake Erken
Uppsala Universitet
Report D2.1 finished
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Environmental, economic, social and legislative conditions and constraints of the Mar Menor mapped
Vielca Ingenieros S.A.
Technical brief D.4.1 finished -
BMPs, policies and scenarios for water pollution control and flood mitigation measures identified and Progress Report
Vielca Ingenieros S.A. and Fundacion Universitaria San Antonio
Report D.4.2 finished by the Vielca Ingenieros S.A.Approval of the second progress report in M18 and the third progress report M36 for the Fundacion Universitaria San Antonio
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Conceptual model stakeholder workshops
Norsk Institutt for Vannforskning
All workshops for conceptual model development conducted
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Initial Social sensing platform available and Forecasting portal can undertake initial simulations
Universitat Politècnica de València and WaterITech
The Universitat Politècnica de València made available the social sensing tool that sends information to the public repository while WaterITech published ASAP web portal, which is available for project cases
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Photrack discharge app can process photos from Mar Menor
Photrack AG
Web portal for visualization (D.5.2) -
Catchment and lagoon models calibrated for Mar Menor
Uppsala Universitet
Model output illustration on project website -
Final systems dynamic stakeholder workshop
Norsk Institutt for Vannforskning
Final WP4 workshop conducted
Our deliverables
Citizens engagement, Collaboration, Communication, Dissemination and Exploitation
Public Participation Plan – SMLG_D7.1 | Download the pdf
Communication, Dissemination and Exploitation Plan – SMLG_D7.2 | Download the pdf
Communication, Dissemination and Exploitation Impact Reports – SMLG_D7.3 | Download the pdf
Joint Collaboration Task Work Plan – SMLG_D7.4 | Download the pdf
Blueprint for a full-fledged system for environmental intelligence (first version) – SMLG_D7.5 | Download the pdf
Blueprint for a full-fledged system for environmental intelligence (second version) – SMLG_D7.6 | Download the pdf
Blueprint for a full-fledged system for environmental intelligence (third version) – SMLG_D7.7 | Download the pdf
Blueprint for European environmental intelligence – SMLG_D7.8 | Download the pdf
Project Management
Data Management Plan – SMLG_D6.9 | Download the pdf
Socio-environmental dynamics modelling
Technical brief on the environmental, economic, social and legislative conditions and constraints of the Mar Menor region and thematic maps – SMLG_D4.1 | Download the pdf
Description of BMPs and policies and associated scenarios for water pollution control and flood mitigation measures – SMLG_D4.2 | Download the pdf
Sustainability of the Mar Menor region – A participatory system dynamics conceptual model – SMLG_D4.3 | Download the pdf
User Manual for the System Dynamics (SD) model interface – Mar Menor Socio-Ecological System – SMLG_D4.4 | Download the pdf
Digital Twin Development
Short note summarizing the stakeholder needs for the forecast portals – SMLG_D5.1 | Download the pdf
Report on the outcomes of the long-term scenarios of socio-environmental dynamics – SMLG_D5.5 | Download the pdf
Operational digital twin web application for decision making and people awareness – SMLG_D5.6 | Download the pdf
Efficient Data Collection and Sensing
Report on sensing technologies validation at Erken lake – D2.1 | Download the pdf
Report on Prototype of remote in-situ IoT infrastructure with edge capabilities – D2.3 | Download the pdf
Report on socio-environmental variables publicly available – D2.4 | Download the pdf
Innovative modelling of environmental processes
Complete SWAT + model setup for Mar Menor – D3.1 | Download the pdf
Complete GOTM-WET model setup for Mar Menor – D3.2 | Download the pdf
Report on results of machine learning approaches for flood, algal bloom and hypoxia predictions – D3.3 | Download the pdf
Publications
Conference articles
How are you, Mar Menor? Fostering Awareness About an Ecological Crisis through Children’s Art and Conversational Generative AI
TEI ’25
AI*LoRa: Enabling Efficient Long-Range Communication with Machine Learning at the Edge
ACM MobiHoc 2024
Benjamin Arratia, Erika Rosas, Ermanno Pietrosemoli, Marco Zennaro, José Maria Cecilia, Pietro Manzoni
Chlorophyll-A Time Series Study on a Saline Mediterranean Lagoon: The Mar Menor Case
International conference on Time Series and Forecasting
Arnau Garcá-i-Cucó, José Gellida-Bayarri, Beatriz Chafer-Dolz, Juan-Carlos Cano, José M. Cecilia
BODOQUE: An Energy-Efficient Flow Monitoring System for Ephemeral Streams
ACM MobiHoc 2023
Benjamín Arratia, Javier Prades, Salvador Peña-Haro, José Maria Cecilia, Pietro Manzoni
Evaluating the use of machine learning algorithms in environmental sensing for energy saving
NET4us 2023
Giovanni Delnevo, Gianni Tumedei, Vittorio Ghini, Catia Prandi
Estimation of Chl-a in highly anthropized environments using machine learning and remote sensing
IE 2023
José G. Giménez, Raquel Martínez-España, Juan-Carlos Cano, José M. Cecilia
A modular and mesh-capable LoRa based Content Transfer Protocol for Environmental Sensing
IEEE CCNC 2023
enjamín Arratia, Pedro García-Guillamón, Carlos T. Calafate, Juan-Carlos Cano, José M. Cecilia, Pietro Manzoni
On integrating intelligent infrastructure and participatory monitoring for environmental modelling: the SMARTLAGOON approach
ACM GoodIT 2022
Catia Prandi, José M. Cecilia, Pietro Manzoni, Salvador Peña-Haro, Don Pierson, William Colom Montero, Pablo Blanco, Constancio Amurrio Garcìa, Inmaculada Jiménez Navarro, Javier Senent
Site identification and discharge measurements through Mobile Crowdsensing in the Mar Menor region
IAHS-AISH Scientific Assembly 2022
Salvador Peña-Haro, José M. Cecilia, Pablo Blanco-Gómez, Catia Prandi, and Javier Senent-Aparicio
https://meetingorganizer.copernicus.org/IAHS2022/IAHS2022-196.html
SMARTLAGOON: Innovative modelling approaches for predicting socio-environmental evolution in highly anthropized coastal lagoons
ACM GoodIT 2021
José M. Cecilia, Pietro Manzoni, Dennis Trolle, Anders Nielsen, Pablo Blanco, Catia Prandi, Salvador Peña-Haro, Line Barkved, Don Pierson, Javier Senent
Journal articles
Journal of Environmental Management
Hydrology and Earth System Sciences
Johannes Feldbauer, Jorrit P. Mesman, Tobias K. Andersen, Robert Ladwig
Environmental Modelling & Software
Floran Clopin, Ilaria Micella, Jorrit P. Mesman, Ma Cristina Paule-Mercado, Marina Amadori, Shuqi Lin, Lisette N. de Senerpont Domis, Jeroen J.M. de Klein
Frontiers in Environmental Science
Jorrit P. Mesman, Carolina C. Barbosa, Abigail S. L. Lewis, Freya Olsson, Stacy Calhoun-Grosch, Hans-Peter Grossart, Robert Ladwig, R. Sofia La Fuente, Karla Münzner, Lipa G. T. Nkwalale, Rachel M. Pilla, Keerthana Suresh, Danielle J. Wain
Sustainability
Inmaculada C. Jiménez-Navarro, Catia Prandi, José Giner Pérez de Lucía, José M. Cecilia, Javier Senent-Aparicio
Hydrology and Earth System Sciences
Jorrit P. Mesman, Inmaculada C. Jiménez-Navarro, Ana I. Ayala, Javier Senent-Aparicio, Dennis Trolle, Don C. Pierson
Computer Communications
Benjamín Arratia, Erika Rosas, Carlos T. Calafate, Juan-Carlos Cano, José M. Cecilia, Pietro Manzoni
Journal of Ambient Intelligence and Smart Environments
José G. Giménez, Martín González, Raquel Martínez-España, José M. Cecilia, José J. López-Espín
Ecological Informatics
José G. Giménez, Alberto Granero, Javier Senent-Aparicio, Francisco Gómez-Jakobsen, Jesús M. Mercado, Pablo Blanco-Gómez, Juan M. Ruiz, José M. Cecilia
IEEE Network
José M. Cecilia, Daniel Hernández, Benjamin Arratia, Salvador Peña-Haro, Javier Senent-Aparicio
Journal of Geophysical Research: Atmospheres
Ana I. Ayala, Jorrit P. Mesman, Ian D. Jones, Elvira de Eyto, Eleanor Jennings, Stéphane Goyette, Donald C. Pierson
Future Generation Computer Systems
José M. Cecilia, Juan Morales-García, Baldomero Imbernón, Javier Prades, Juan-Carlos Cano, Federico Silla
Spatial and temporal variability in summertime dissolved carbon dioxide and methane in temperate ponds and shallow lakes
Limnology and Oceanography
CPR Algorithm—A new interpolation methodology and QGIS plugin for Colour Pattern Regression between aerial images and raster maps
SoftwareX
Pablo Blanco-Gómez, Constancio Amurrio-Garcia, José Luis Jiménez-García, Jose M. Cecilia
Low-cost automated GPS, electrical conductivity and temperature sensing device (EC + T Track) and Android platform for water quality monitoring campaigns
HardwareX
Pablo Blanco-Gómez, José Luis Jiménez-García, Jose M. Cecilia
Prediction of algal blooms via data-driven machine learning models: an evaluation using data from a well-monitored mesotrophic lake
Geoscientific Model Development
Hacking Limnology Workshop and DSOS22: Creating a Community of Practice for the Nexus of Data Science, Open Science, and the Aquatic Sciences
Limnology and Oceanography Bulletin
A holistic approach for determining the hydrology of the mar menor coastal lagoon by combining hydrological & hydrodynamic models
Journal of Hydrology
Javier Senent-Aparicio, Adrián López-Ballesteros, Anders Nielsen, Dennis Troll
https://www.sciencedirect.com/science/article/pii/S0022169421012002
Impact of Climate Change on the Hydrology of the Forested Watershed That Drains to Lake Erken in Sweden: An Analysis Using SWAT+ and CMIP6 Scenarios
Forests
Inmaculada C. Jiménez-Navarro, Patricia Jimeno-Sáez, Adrián López-Ballesteros, Julio Pérez-Sánchez, Javier Senent-Aparicio
IEEE Consumer Electronics Magazine
Jose M. Cecilia, Juan-Carlos Cano, Carlos T. Calafate, Pietro Manzoni, Carlos Perinan-Pascual, Francisco Arcas-Tunez, Andres Munoz-Ortega
Evaluating the Potential of GloFAS-ERA5 River Discharge Reanalysis Data for Calibrating the SWAT Model in the Grande San Miguel River Basin (El Salvador)
Remote Sensing
Javier Senent-Aparicio; Pablo Blanco-Gómez; Adrián López-Ballesteros; Patricia Jimeno-Sáez; Julio Pérez-Sánchez
Analysing the Impact of Climate Change on Hydrological Ecosystem Services in Laguna del Sauce (Uruguay) Using the SWAT Model and Remote Sensing Data
Remote Sensing
Celina Aznarez; Patricia Jimeno-Sáez; Adrián López-Ballesteros; Juan Pablo Pacheco; Javier Senent–Aparicio