European Commission logo
English English
CORDIS - EU research results
CORDIS

Multiscale Observation Networks for Optical monitoring of Coastal waters, Lakes and Estuaries

Deliverables

Final Report Sensor Performance in the Lab and Field

This deliverable documents the sensor performance in light of the stakeholder and consortium requirements resulting from integrative testing activities in WP4 Tasks 4344

Report on added value of in situ data for EO product validation

This report disseminates results of MONOCLE case studies where in situ data streams are used to semicontinously validate EO productsTasks 7273

Evaluation of project impact (annex to final report)

This report summarizes and evaluates the impacts of the project as identified in the Exploitation plan by tracking the reach of dissemination actions using appropriate softwareTask 94

Operational protocols for acquisition and deployment - version 2

This report details the final operational guidelines for MONOCLE sensors and platforms as a handbook for deployment by experts and non experts beyond the project lifetimeTask T34 and integrating results from T31T33

Report on analysis of the requirements for MONOCLE sensors including projection of cost-savings and stakeholder feedback

Report on analysis of the requirements for MONOCLE sensors taking input from the advisory panels consultation meeting and translating these into the development requirements for the individual MONOCLE sensors The report is to include feedback from stakeholders on the conclusions and plans in this report Task 21

Report on added value of in situ data for EO product improvement

This report will be used to disseminate results of MONOCLE case studies where in situ data streams are used to improve upon existing EO services through hybrid in situ and EO based observationsTask 74

Report on performance criteria for field testing

This report translates stakeholder requirements into a set of field testing criteria measurement and deployment requirements in situ performance operational characteristics and suitability of sensors and platforms that will require testing in WP4Task 41

System architecture and standards report

This deliverable translates the consortium and stakeholder requirements into an outline for the MONOCLE system architecture to be subsequently developed including implementation of existing solutions Task 51 55

Report compiling test and validation site characteristics

This deliverable introduces the test and validation sites in terms of environmental settings water types and deployment opportunities so that the consortium can match testing requirements to test sites Task 42

System user and developer handbook

This report documents the software user interfaces so that future users can operate MONOCLE tools and interfaces independently The report also documents the software interfaces that are available for open source development for a developer audience so that future extensions are possibleTasks 5254

Report on value-adding algorithms for single sensor and inter-sensor data processing

This report summarises the single sensor and multisensor approaches for optimising data volumes and maximising the information retrieval from sensor data streamsTasks 6162

Evaluation of KT materials deployed including the website, assessing their impact

This report and its associated materials eg website multimedia form an evaluation of the efficacy of knowledge transfer materials developed in MONOCLETask 9294

Report on existing EO services, existing in situ data resources and protocols

This report reviews existing EO services existing in situ data resources and protocols used in validation of EO products as a starting point and resource for development in WP7 making sure these developments take full opportunity of existing data sets and proceduresTask 71

Set of MONOCLE documentation per stakeholder audience

The documentation for sensors, platforms and methodologies provided by the various development and innovation work packages is bundled per target audience and provided in a manner suitable for dissemination and exploitation beyond the project lifetime. Task 8.7

Project Website

Initial version of the websiteTasks 9192

Legacy sensor interface including software library and user interface

This deliverable is the working prototype of a lowcost interface board including software library and user interface which enables enhanced connectivity for existing sensors to leverage the enhanced data exchange capabilities of the MONOCLE networkTask 24

MONOCLE reference sensor collection

MONOCLE reference sensor collection. This marks the final delivery of the set of documented reference sensors.

MONOCLE low-cost sensors support package

Open designs documentation multimedia support of MONOCLE lowcost sensors This includes the generic design and interface for MONOCLE apps which run on personal mobile devices providing connectivity to individual sensor hardware and the MONOCLE network It is provided to assure openness in future software development of the MONOCLE sensor framework Task 23

MONOCLE sensor integration materials

This deliverable accompanies D22 and represents the physical sensor mounts for dronesTasks 2223

Software library for data inspection and statistical information extraction

This deliverable will consist of a repository of documented code that can be used to implement the techniques for data processing described in deliverable 6.1 and 6.2.Tasks 6.3-6.5

Open Data repositories

To support open data we will register a data repository to support research findings with digital object identifiers keep frozen software versions and act as one of the main data repositories for public data used in the project MONOCLE will feature more than one data repository eg observation data will be openly available through a web visualisation portal and living software code will be hosted in private and public repositories While functionally different there will be overlap between the data held in these repositories This deliverable will be delivered jointly with the Data Management PlanTasks 9192

Update 1 of the Data management Plan

First update of the Data management Plan a publicly accessible version of the live documentation kept in the project repository Task 14

Update 2 of the Data Management Plan

Second update of the Data Management Plan a publicy accessible version of the live document kept in the project repository Task 14

Data management plan

The data management plan briefly documents the data production storage and dissemination architecture foreseen at the start of the project The data management plan further describes how data generated within the project and obtained from external sources under diverse licenses will be managed so that they are Findable Accessible Interoperable and Reusable FAIR The data management plan shall further satisfy the points made as part of Ethics requirement 3 Tasks T53 T11 Ethics requirements

Update 3 of the Data Management Plan

Final update of the Data Management Plan a publicy accessible version of the live document kept in the project repository Task 14

Publications

Biases from incorrect reflectance convolution

Author(s): Olivier Burggraaff
Published in: Optics Express, Issue 28/9, 2020, Page(s) 13801, ISSN 1094-4087
Publisher: Optical Society of America
DOI: 10.1364/oe.391470

Citizen scientist monitoring accurately reveals nutrient pollution dynamics in Lake Tanganyika coastal waters

Author(s): Moshi H, Kimirei I, Shilla D, O'reilly C, Wehrli B, Ehrenfels B, Loiselle S.
Published in: Environmental Monitoring and Assessment, Issue 01676369, 2022, ISSN 0167-6369
Publisher: Kluwer Academic Publishers
DOI: 10.1007/s10661-022-10354-8

Consistency between Satellite Ocean Colour Products under High Coloured Dissolved Organic Matter Absorption in the Baltic Sea

Author(s): Gavin H. Tilstone, Silvia Pardo, Stefan G. H. Simis, Ping Qin, Nick Selmes, David Dessailly and Ewa Kwiatkowska
Published in: Remote Sensing, Issue 20724292, 2022, ISSN 2072-4292
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs14010089

ACIX-Aqua: A global assessment of atmospheric correction methods for Landsat-8 and Sentinel-2 over lakes, rivers, and coastal waters

Author(s): Nima Pahlevan; Antoine Mangin; Sundarabalan V. Balasubramanian; Brandon I Smith; Krista Alikas; Kohei Arai; Claudio Clemente Faria Barbosa; Simon Bélanger; Caren Binding; Mariano Bresciani; Claudia Giardino; Daniela Gurlin; Yongzhen Fan; Tristan Harmel; Peter D. Hunter; Joji Ishikaza; Susanne Kratzer; Moritz K. Lehmann; Martin Ligi; Ronghua Ma; François Régis Martin-Lauzer; Leif G. Olmanson; Na
Published in: https://hal.inrae.fr/hal-03318738, Issue 00344257, 2021, ISSN 0034-4257
Publisher: Elsevier BV
DOI: 10.1016/j.rse.2021.112366

Meta-classification of remote sensing reflectance to estimate trophic status of inland and nearshore waters

Author(s): Mortimer Werther, Evangelos Spyrakos, Stefan G.H.Simis, Daniel Odermatt, Kerstin Stelzer, Harald Krawczyk, Oberon Berlage, Peter Hunter, Andrew Tyler
Published in: ISPRS Journal of Photogrammetry and Remote Sensing, Issue 09242716, 2021, ISSN 0924-2716
Publisher: Elsevier BV
DOI: 10.1016/j.isprsjprs.2021.04.003

Complementary water quality observations from high and medium resolution Sentinel sensors by aligning chlorophyll-a and turbidity algorithms.

Author(s): Mark A.Warren, Stefan G.H.Simis, NickSelmes
Published in: Remote Sensing of Environment, Issue 00344257, 2021, ISSN 0034-4257
Publisher: Elsevier BV
DOI: 10.1016/j.rse.2021.112651

Accuracy and Reproducibility of Above-Water Radiometry With Calibrated Smartphone Cameras Using RAW Data

Author(s): Olivier Burggraaff; Mortimer Werther; Emmanuel S. Boss; Stefan G. H. Simis; Frans Snik
Published in: Crossref, Issue 26736187, 2022, ISSN 2673-6187
Publisher: Lausanne Switzerland: Frontiers Media SA
DOI: 10.3389/frsen.2022.940096

Standardized spectral and radiometric calibration of consumer cameras

Author(s): Olivier Burggraaff, Norbert Schmidt, Jaime Zamorano, Klaas Pauly, Sergio Pascual, Carlos Tapia, Evangelos Spyrakos, Frans Snik
Published in: Optics Express, Issue 27/14, 2019, Page(s) 19075, ISSN 1094-4087
Publisher: Optical Society of America
DOI: 10.1364/oe.27.019075

Incorporating a Hyperspectral Direct-Diffuse Pyranometer in an Above-Water Reflectance Algorithm

Author(s): Thomas M. Jordan 1, Stefan G. H. Simis, Philipp M. M. Grötsch, John Wood
Published in: Remote Sens, 2022, ISSN 2072-4292
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs14102491

Community monitoring of coliform pollution in Lake Tanganyika.

Author(s): Happiness Anold Moshi , Daniel Abel Shilla, Ismael Aaron Kimirei, Catherine O’ Reilly, Wim Clymans, Isabel Bishop, Steven Arthur Loiselle
Published in: PLOSE ONE, 2022, ISSN 1932-6203
Publisher: Public Library of Science
DOI: 10.1371/journal.pone.0262881

Characterising retrieval uncertainty of chlorophyll-a algorithms in oligotrophic and mesotrophic lakes and reservoirs.

Author(s): Mortimer Werther, Daniel Odermatt, Stefan G.H.Simis, Daniela Gurlind, Daniel S.F. Jorgee, Hubert Loisele, Peter D.Hunter, Andrew N.Tylera, Evangelos Spyrakos
Published in: ISPRS Journal of Photogrammetry and Remote Sensing, 2022, ISSN 0924-2716
Publisher: Elsevier BV
DOI: 10.1016/j.isprsjprs.2022.06.015

Citizen science with colour blindness: A case study on the Forel-Ule scale.

Author(s): Olivier Burggraaff; Sanjana Panchagnula; Frans Snik
Published in: PLoS ONE, Issue 19326203, 2021, ISSN 1932-6203
Publisher: Public Library of Science
DOI: 10.1371/journal.pone.0249755

Improved hyperspectral inversion of aquatic reflectance under non-uniform vertical mixing

Author(s): Stefan G. H. Simis; Peter D. Hunter; Mark W. Matthews; Evangelos Spyrakos; Andrew Tyler; Diana Vaičiūté
Published in: Optics express, Issue 10944087, 2022, ISSN 1094-4087
Publisher: Optical Society of America
DOI: 10.1364/oe.450374

Added value of in situ data for Earth observation product validation and improvement. Deliverable report of project H2020 MONOCLE (grant 776480).

Author(s): De Keukelaere, Liesbeth; Hunter, Peter; Jordan, Thomas; Peters, Steef; Selmes, Nick; Simis, Stefan
Published in: 2022
Publisher: Zenodo
DOI: 10.5281/zenodo.6626624

D4.2 Report compiling test and validation site characteristics. Deliverable report of project H2020 MONOCLE (grant 776480)

Author(s): Riddick, Caitlin; Simis, Stefan; Tyler, Andrew; Kovács, Attila; Kimirei, Ishmael; Scrieciu, Albert; Loiselle, Steven; Ceccaroni, Luigi
Published in: 2018
Publisher: Zenodo
DOI: 10.5281/zenodo.1492252

D4.3 Final report on laboratory and in situ sensor performance. Deliverable report of project H2020 MONOCLE (grant 776480)

Author(s): Jiang, Dalin; Hunter, Peter; Tyler, Andrew; Riddick, Caitlin; Simis, Stefan; Spyrakos, Evangelos; Mascarenhas, Veloisa; De Keukelaere, Liesbeth; Wood, John; Burggraaff, Olivier; Rodero García; Peters, Steef; Loiselle, Steven
Published in: 2021
Publisher: Zenodo
DOI: 10.5281/zenodo.7220689

D4.3 Final report on laboratory and in situ sensor performance. Deliverable report of project H2020 MONOCLE (grant 776480)

Author(s): Jiang, Dalin; Hunter, Peter; Tyler, Andrew; Riddick, Caitlin; Simis, Stefan; Spyrakos, Evangelos; Mascarenhas, Veloisa; De Keukelaere, Liesbeth; Wood, John; Burggraaff, Olivier; Rodero García; Peters, Steef; Loiselle, Steven
Published in: 2022
Publisher: Zenodo
DOI: 10.5281/zenodo.5702338

Training course materials: Introduction to Remote Sensing of Water Quality in Lakes

Author(s): Stefan Simis, Carmen Cillero, Igor Ogashawara
Published in: 2022
Publisher: Zenodo
DOI: 10.5281/zenodo.6517601

Construction of the Solar-tracking Radiometry platform (So-Rad)

Author(s): Wright, Adam; Simis, Stefan
Published in: 2021
Publisher: Zenodo
DOI: 10.5281/zenodo.4485804

D2.6 MONOCLE reference sensor collection. Deliverable of project H2020 MONOCLE (grant 776480)

Author(s): Piera, Jaume; Wood, John; Simis, Stefan; Peters, Steef
Published in: 2021
Publisher: Zenodo
DOI: 10.5281/zenodo.6949209

So-Rad: Solar-Tracking Radiometry Platform. Deployment and Operation guide

Author(s): Stefan Simis
Published in: 2021
Publisher: Zenodo
DOI: 10.5281/zenodo.5559424

D1.3 Data Management Plan (v1.3 Feb 2021). Deliverable report of project H2020 MONOCLE (grant 776480)

Author(s): Simis, Stefan; Poser, Kathrin; Peters, Steef; Clements, Oliver; Snee, Darren
Published in: 2021
Publisher: Zenodo
DOI: 10.5281/zenodo.4559890

D.2.3 MONOCLE sensor integration materials. Deliverable report of project H2020 MONOCLE (grant 776480)

Author(s): Lubbers, Marcel; Van der Vaeren, Stanislas; Raym, Marketa; De Keukelaere, Liesbeth; Simis, Stefan; Burggraaff, Olivier; Peters, Steef
Published in: Zenodo, 2019
Publisher: Zenodo
DOI: 10.5281/zenodo.2578127

D5.2 System architecture and standards report. Deliverable report of project H2020 MONOCLE (grant 776480)

Author(s): Poser, Kathrin; Clements, Oliver
Published in: 2018
Publisher: Zenodo
DOI: 10.5281/zenodo.1492271

D2.5 Low-cost sensors support package. Deliverable of project H2020 MONOCLE (grant 776480)

Author(s): Norbert Schmidt; Jaume Piera; Olivier Burggraaff; Liesbeth de Keukelaere
Published in: 2020
Publisher: Zenodo
DOI: 10.5281/zenodo.3967123

Water Quality Survey of the Multiscale Observation Networks for Optical monitoring of Coastal waters, Lakes and Estuaries (MONOCLE) project

Author(s): Heard J; Simis S; Ceccaroni L; Clymans W
Published in: 2018
Publisher: Zenodo
DOI: 10.5281/zenodo.1625593

D9.3 Open Data Repositories. Deliverable Report 9.3 Of Project H2020 Monocle (Grant 776480)

Author(s): Clements, Oliver; Simis, Stefan; Heard, Jessica; Poser, Kathrin; Riddick, Caitlin
Published in: 2018
Publisher: Zenodo
DOI: 10.5281/zenodo.1492131

D5.3 System user and developer handbook. Deliverable report of project H2020 MONOCLE (grant 776480)

Author(s): Snee, Darren; Peters, Steef; Simis, Stefan; De Keukelaere, Liesbeth; Ooms, Bart; Wood, John; Piera, Jaume; Rodero, Carlos; Sprinks, James; Schmidt, Norbert
Published in: 2021
Publisher: Zenodo
DOI: 10.5281/zenodo.4589028

D6.1 Report on value-adding approaches and algorithms for single sensor and inter-sensor data processing. Deliverable report of project H2020 MONOCLE (grant 776480)

Author(s): Jackson, Thomas; De Keukelaere, Liesbeth; Simis, Stefan; Peters, Steef; Burggraaff, Olivier; Schmidt, Norbert; Snik, Frans; Wood, John; Piera, Juame; Oller, Marc Ventura; Moelans, Robrecht
Published in: 2019
Publisher: Zenodo
DOI: 10.5281/zenodo.3258795

D5.1 Data Management Plan. Deliverable report of project H2020 MONOCLE (grant 776480)

Author(s): Clements, Oliver; Poser, Kathrin; Simis, Stefan
Published in: 2018
Publisher: Zenodo
DOI: 10.5281/zenodo.1492265

D2.3 Legacy sensor interface including software library and user interface. Deliverable report of project H2020 MONOCLE (grant 776480)

Author(s): Simis, Stefan; Brown, Jaime Kershaw; Snee, Darren
Published in: 2019
Publisher: Zenodo
DOI: 10.5281/zenodo.3558533

D7.1 Report on existing EO services, existing in situ data resources and protocols. Deliverable report of project H2020 MONOCLE (grant 776480)

Author(s): De Keukelaere, Liesbeth; Piera, Jaume; Tyler, Andrew; Riddick, Caitlin; Spyrakos, Evangelos; Jackson, Thomas; Sterckx, Sindy
Published in: 2018
Publisher: Zenodo
DOI: 10.5281/zenodo.1492282

KduPRO. User's guide and technical documentation

Author(s): Carlos Rodero; Raul Bardaji; Jaume Piera
Published in: 2022
Publisher: Zenodo
DOI: 10.5281/zenodo.5721155

D1.5 Data Management Plan (v1.3 Feb 2021). Deliverable report of project H2020 MONOCLE (grant 776480)

Author(s): Simis, Stefan; Poser, Kathrin; Peters, Steef; Ghezehegn, Semhar; Clements, Oliver; Snee, Darren; Rodero, Carlos; Wood, John; De Keukelaere, Liesbeth; Schmidt, Norbert
Published in: 2021
Publisher: Zenodo
DOI: 10.5281/zenodo.1492264

D1.3 Data Management Plan (v1.2 July 2019). Deliverable report of project H2020 MONOCLE (grant 776480)

Author(s): Clements, Oliver; Poser, Kathrin; Simis, Stefan
Published in: 2018
Publisher: Zenodo
DOI: 10.5281/zenodo.3333400

D2.1 Report on analysis of the requirements for MONOCLE sensors including projection of cost-savings and stakeholder feedback. Deliverable report of project H2020 MONOCLE (grant 776480)

Author(s): Piera, Jaume; Rodero, Carlos; Snik, Frans; Wood, John; Jackon, Thomas; Clymans, Wim; Moelans, Robrecht; Van der Vaeren, Stanislas; Peters, Steef
Published in: 2018
Publisher: Zenodo
DOI: 10.5281/zenodo.1492161

D9.2 Project Website. Deliverable 9.2 of project H2020 MONOCLE (grant 776480)

Author(s): Heard, Jessica; White, Jon
Published in: 2018
Publisher: Zenodo
DOI: 10.5281/zenodo.1492147

In situ smartphone radiometry of Lake Balaton, MONOCLE H2020 project

Author(s): Olivier Burggraaff, Mortimer Werther, Emmanuel Boss, Stefan Simis, Frans Snik
Published in: 2022
Publisher: Zenodo
DOI: 10.5281/zenodo.4549621

D4.1 Report on performance criteria for field testing. Deliverable report of project H2020 MONOCLE (grant 776480)

Author(s): Riddick, Caitlin; Tyler, Andrew; De Keukelaere, Liesbeth; Simis, Stefan; Martinez Vicente, Victor; Jackson, Thomas; Peters, Steef; Loiselle, Steven; Van der Vaeren, Stanislas; Burggraaf, Olivier; Schmidt, Norbert; Snik, Frans; Wood, John; Piera, Jaume; Ventura Oller, Marc
Published in: 2018
Publisher: Zenodo
DOI: 10.5281/zenodo.1492178

D6.2 Demonstration of automated anomaly detection and data flagging. Deliverable report of project H2020 MONOCLE (grant 776480)

Author(s): Jackson, Thomas; Simis, Stefan; De Keukelaere, Liesbeth; Piera, Jaume; Rodero, Carlos; Bardají, Raul
Published in: 2020
Publisher: Zenodo
DOI: 10.5281/zenodo.4043551

D3.2 Operational protocols for acquisition and deployment. Deliverable report of project H2020 MONOCLE (grant 776480)

Author(s): De Keukelaere, Liesbeth; Strackx, Gert; Moelans, Robrecht; Simis, Stefan; Martinez Vicente, Victor; Wright, Adam; Rodera García, Carlos; Bardají, Raul; Piera, Jaume; Burggraaff, Olivier; Peters, Steef; Wood, John; Van der Vaeren, Stanislas; Raym, Marketa; Sobrecueva, Alfonso
Published in: 2021
Publisher: Zenodo
DOI: 10.5281/zenodo.4486429

D8.5 Set of MONOCLE documentation per stakeholder audience. Deliverable report of project H2020 MONOCLE (grant 776480)

Author(s): Peters, Steef; Heard, Jess; Hommersom, Annelies; Simis, Stefan
Published in: 2022
Publisher: Zenodo
DOI: 10.5281/zenodo.6076151

D2.5 MONOCLE reference sensor collection. Deliverable of project H2020 MONOCLE (grant 776480)

Author(s): Piera, Jaume; Wood, John; Simis, Stefan; Peters, Steef
Published in: 2021
Publisher: Zenodo
DOI: 10.5281/zenodo.5615787

Determination of optical markers of cyanobacterial physiology from fluorescence kinetics

Author(s): Emilie Courtecuisse; Kevin Oxborough; Gavin H Tilstone; Evangelos Spyrakos; Peter D Hunter; Stefan G H Simis
Published in: Journal of Plankton Research, Issue 14643774, 2022, ISSN 1464-3774
Publisher: Oxford University Press
DOI: 10.1093/plankt/fbac025

New Radiometric Approaches to Compute Underwater Irradiances: Potential Applications for High-Resolution and Citizen Science-Based Water Quality Monitoring Programs

Author(s): Carlos Rodero; Estrella Olmedo; Raúl Bardají; Jaume Piera
Published in: Sensors, Issue 14248220, 2021, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21165537

Validation of S3 OLCI observations using one year of semi-continuous WISPstation measurementsin the high dynamic area of the Eems Estuary

Author(s): Peters, Steef; Ghezehegn, Semhar; Spaias, Lazaros; Laanen, Marnix; Hommersom, Annelies
Published in: 2020
Publisher: Zenodo
DOI: 10.5281/zenodo.4570188

Water quality monitoring program through the KduSTICK, a low-cost and Do-It-Yourself instrument connected by the Internet of Things

Author(s): Rodero García, Carlos; Bardají Benach, Raúl; Salvador Castiella, Joaquín Ignacio; Olmedo Casal, Estrella; Piera Fernández, Jaume
Published in: Issue 18864864, 2021, ISSN 1886-4864
Publisher: Universidad Politécnica de Cataluña

Development of a citizen monitoring program for the Barcelona coastal waters: The Scientific Patí Vela (Patí Científic)

Author(s): Bardají Benach, Raúl; Carbonell, Albert; Castells Sanabra, Marcel·la; Figuerola, Albert; Mateu Llevadot, Jordi; Ortigosa Barragán, Inma; Pelegrí Llopart, Josep Lluís; Piera Fernández, Jaume; Rodero García, Carlos; Salvador Castiella, Joaquín Ignacio; Simon, Carine; Vallès Casanova, Ignasi
Published in: 2021
Publisher: Universidad Politécnica de Cataluña

A universal smartphone add-on for portable spectroscopy and polarimetry: iSPEX 2

Author(s): Olivier Burggraaff, Armand B. Perduijn, Robert F. van Hek, Norbert Schmidt, Christoph U. Keller, Frans Snik
Published in: Micro- and Nanotechnology Sensors, Systems, and Applications XII, 2020, Page(s) 95, ISBN 9781510635562
Publisher: SPIE
DOI: 10.1117/12.2558562

Stakeholder engagement in water quality research: A case study based on the Citclops and MONOCLE projects

Author(s): Luigi Ceccaroni and Jaume Piera
Published in: 2018, Page(s) 201-209
Publisher: UCL Press
DOI: 10.14324/111.9781787352339

Searching for OpenAIRE data...

There was an error trying to search data from OpenAIRE

No results available