Training & guidelines

Our Training & Guidelines hub provides the wide Marine Citizen Science Data Network with resources to collect, manage, and share high-quality marine data, with practical toolkits, protocols, and step-by-step tutorials for deploying cost-efficient technologies and applying FAIR data principles, to help the community elevate data quality, trust, and impact.

Citizen Science Users
Citizen Science Users
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Data lifecycle step
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Preparation: Governance, Ethics & Data Rights
Data collection
Quality assurance & quality control
Interoperability & repository integration
Policy uptake
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CS-MACH1
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Navigate the training hub selecting the step of the data pipeline you are most interested in.
All filtered internal and external resources will be showed below.

PRACTITIONERS

How to use Eye on Water | Monitor water quality

This tutorial guides you through the EyeOnWater app, showing you how to record and upload water colour observations using your smartphone. These simple measurements contribute to a global citizen science initiative, helping scientists monitor changes in water quality, algal blooms and aquatic ecosystems.

Data collection

EXTERNAL RESOURCE

... views

PRACTITIONERS

How to use Meteotracker | Portable weather device

This step-by-step tutorial shows you how to set up and use the MeteoTracker device and app to collect high-quality weather and environmental observations while you're on the move.

Data collection

EXTERNAL RESOURCE

... views

PRACTITIONERS

InterBox Installation Tutorial | CMCC Coastal Monitoring Station

In this tutorial, you'll learn how to install the InterBox, a low-cost coastal monitoring station developed by CMCC to support marine environmental observations and citizen science initiatives.

Data collection

CS-MACH1 RESOURCE

... views

PRACTITIONERS

Marine Citizen Science Handbook: Low-Cost Devices for Ocean Observation

Discover practical, affordable tools that enable anyone to contribute to ocean science. This handbook introduces a selection of low-cost devices and citizen science projects, explaining what they measure, why they matter, how to use them, and how the data collected can contribute to European marine data infrastructures.

Data collection

CS-MACH1 RESOURCE

... views

MANAGERS

FAIR Data Guidelines for Marine Citizen Science Initiatives

Make your data Findable, Accessible, Interoperable and Reusable to maximise its impact for science, society and policy.

Quality assurance & quality control

CS-MACH1 RESOURCE

... views

MANAGERS

Data management and pathways on physical data for device developers

To ensure data from a cost-efficient sensor is (re)usable by the global scientific community, it must be transformed from simple observation outputs into a FAIR‑compliant dataset (Findable, Accessible, Interoperable, Reusable).

Interoperability & repository integration

CS-MACH1 RESOURCE

... views

MANAGERS

How EMODnet Physics Works

How can marine citizen science data become part of Europe's ocean observing system? This video introduces EMODnet Physics and explains how marine observations collected by citizen scientists, local communities, research projects, and low-cost monitoring devices can be standardized, quality controlled, and integrated into a shared European data infrastructure.

Interoperability & repository integration

EXTERNAL RESOURCE

... views

PRACTITIONERS

LandSeaLot Training Academy

The LandSeaLot Training Academy is a cross-disciplinary learning hub that provides training, resources, and collaborative courses to strengthen skills and knowledge for sustainable land–sea interactions

Data collection

Quality assurance & quality control

EXTERNAL RESOURCE

... views

MANAGERS

DAY 2: CS MACH1 Marine Data Science Network workshop 04 FEB 2026

Recordining of DAY 2 of our workshop for Marine Citizen Science (MSC) leaders and communities collecting scientific data, tech, apps developers who provides cost- effective technology equipment for ocean’s observations, data managers or data aggregators of MCS data and observations, and scientists using MCS data to discuss issues, barriers and opportunities.

Quality assurance & quality control

CS-MACH1 RESOURCE

... views

MANAGERS

DAY 1: CS MACH1 Marine Data Science Network workshop 03 FEB 2026

Recordining of DAY 1 of our workshop for Marine Citizen Science (MSC) leaders and communities collecting scientific data, tech, apps developers who provides cost- effective technology equipment for ocean’s observations, data managers or data aggregators of MCS data and observations, and scientists using MCS data to discuss issues, barriers and opportunities.

Quality assurance & quality control

CS-MACH1 RESOURCE

... views

PRACTITIONERS

How to use Eye on Water | Monitor water quality

This tutorial guides you through the EyeOnWater app, showing you how to record and upload water colour observations using your smartphone. These simple measurements contribute to a global citizen science initiative, helping scientists monitor changes in water quality, algal blooms and aquatic ecosystems.

Data collection

EXTERNAL RESOURCE

... views

PRACTITIONERS

How to use Meteotracker | Portable weather device

This step-by-step tutorial shows you how to set up and use the MeteoTracker device and app to collect high-quality weather and environmental observations while you're on the move.

Data collection

EXTERNAL RESOURCE

... views

PRACTITIONERS

InterBox Installation Tutorial | CMCC Coastal Monitoring Station

In this tutorial, you'll learn how to install the InterBox, a low-cost coastal monitoring station developed by CMCC to support marine environmental observations and citizen science initiatives.

Data collection

CS-MACH1 RESOURCE

... views

PRACTITIONERS

Marine Citizen Science Handbook: Low-Cost Devices for Ocean Observation

Discover practical, affordable tools that enable anyone to contribute to ocean science. This handbook introduces a selection of low-cost devices and citizen science projects, explaining what they measure, why they matter, how to use them, and how the data collected can contribute to European marine data infrastructures.

Data collection

CS-MACH1 RESOURCE

... views

MANAGERS

FAIR Data Guidelines for Marine Citizen Science Initiatives

Make your data Findable, Accessible, Interoperable and Reusable to maximise its impact for science, society and policy.

Quality assurance & quality control

CS-MACH1 RESOURCE

... views

MANAGERS

Data management and pathways on physical data for device developers

To ensure data from a cost-efficient sensor is (re)usable by the global scientific community, it must be transformed from simple observation outputs into a FAIR‑compliant dataset (Findable, Accessible, Interoperable, Reusable).

Interoperability & repository integration

CS-MACH1 RESOURCE

... views

MANAGERS

How EMODnet Physics Works

How can marine citizen science data become part of Europe's ocean observing system? This video introduces EMODnet Physics and explains how marine observations collected by citizen scientists, local communities, research projects, and low-cost monitoring devices can be standardized, quality controlled, and integrated into a shared European data infrastructure.

Interoperability & repository integration

EXTERNAL RESOURCE

... views

PRACTITIONERS

LandSeaLot Training Academy

The LandSeaLot Training Academy is a cross-disciplinary learning hub that provides training, resources, and collaborative courses to strengthen skills and knowledge for sustainable land–sea interactions

Data collection

Quality assurance & quality control

EXTERNAL RESOURCE

... views

MANAGERS

DAY 2: CS MACH1 Marine Data Science Network workshop 04 FEB 2026

Recordining of DAY 2 of our workshop for Marine Citizen Science (MSC) leaders and communities collecting scientific data, tech, apps developers who provides cost- effective technology equipment for ocean’s observations, data managers or data aggregators of MCS data and observations, and scientists using MCS data to discuss issues, barriers and opportunities.

Quality assurance & quality control

CS-MACH1 RESOURCE

... views

MANAGERS

DAY 1: CS MACH1 Marine Data Science Network workshop 03 FEB 2026

Recordining of DAY 1 of our workshop for Marine Citizen Science (MSC) leaders and communities collecting scientific data, tech, apps developers who provides cost- effective technology equipment for ocean’s observations, data managers or data aggregators of MCS data and observations, and scientists using MCS data to discuss issues, barriers and opportunities.

Quality assurance & quality control

CS-MACH1 RESOURCE

... views

More training resources coming soon


Funded by the European Union
(Grant Agreement No 101214613)

Start date - End date: 1 June 2025 - 30 November 2027

Type of Action:HORIZON-CSA : HORIZON Coordination and Support Actions

Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or the European Climate, Infrastructure and Environment Executive Agency (CINEA). Neither the European Union nor the granting authority can be held responsible for them.

Photo credits
Alberto Carmagnani
Nicolò Timpano
Tommaso Orlandi
Emanuele Gotuzzo
MINKA

Funded by the European Union
(Grant Agreement No 101214613)

Start date - End date: 1 June 2025 - 30 November 2027

Type of Action:HORIZON-CSA : HORIZON Coordination and Support Actions

Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or the European Climate, Infrastructure and Environment Executive Agency (CINEA). Neither the European Union nor the granting authority can be held responsible for them.

Photo credits
Alberto Carmagnani
Nicolò Timpano
Tommaso Orlandi
Emanuele Gotuzzo
MINKA

Funded by the European Union
(Grant Agreement No 101214613)

Start date - End date: 1 June 2025 - 30 November 2027

Type of Action:HORIZON-CSA : HORIZON Coordination and Support Actions

Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or the European Climate, Infrastructure and Environment Executive Agency (CINEA). Neither the European Union nor the granting authority can be held responsible for them.

Photo credits
Alberto Carmagnani
Nicolò Timpano
Tommaso Orlandi
Emanuele Gotuzzo
MINKA