KdUINO

Active

from 01/01/2015

KdUINO is a low-cost, open-source, Do-It-Yourself (DIY) citizen science project designed to monitor water transparency in aquatic ecosystems. The project enables citizens and researchers to build and deploy their own buoy-based optical instruments to measure the diffuse attenuation coefficient (Kd), a key indicator of underwater light availability, water quality, and ecosystem health.

Developed at the Institute of Marine Sciences (ICM-CSIC), KdUINO originally consists of an Arduino-based system equipped with light sensors placed at different depths in the water column. By measuring how light attenuates with depth, the system provides objective and continuous information on water transparency, which is closely linked to phytoplankton dynamics, suspended matter, and dissolved substances affecting marine and freshwater ecosystems.

Over time, the KdUINO buoy has evolved into a family of instruments, including the KduPRO, which features a modular design, increased robustness, and multispectral capabilities. These instruments measure photosynthetically active radiation (PAR), specific spectral bands (red, green, blue), and multispectral wavelengths in the newer versions.

KdUINO and its derivatives have been deployed in coastal and inland waters, including urban coastal environments and lakes. The project supports citizen participation through workshops, educational activities, and participatory monitoring networks, contributing to increased environmental awareness and improved spatial and temporal coverage of in situ water quality observations.

By generating high-quality in situ data that complement satellite observations, the project supports evidence-based water and marine management and contributes directly to Sustainable Development Goal 6 (Clean Water and Sanitation) by improving freshwater and coastal water quality monitoring, and to Sustainable Development Goal 14 (Life Below Water) by promoting the conservation and sustainable use of oceans, seas, and coastal ecosystems.

Aim

The aim of the KdUINO project is to empower citizens and researchers to monitor water transparency using low-cost, open-source technologies, improving the spatial and temporal coverage of in situ water quality observations.

Participation & Audience

Target group: Citizens, students (secondary school and university), teachers, local communities, researchers, environmental monitoring practitioners, and people who regularly practice aquatic sports such as paddle surf, kayaking, sailing, or other recreational water activities.

Number of participants: 11-50

Duration of involvement: From single workshops to long-term deployments (weeks to months).

How to participate

Participants can join the project by taking part in workshops, building their own KdUINO-based instruments, deploying them in local water bodies, and collecting water transparency data. Educational materials, user guides, and technical documentation are provided to support participation: 

KduPRO. User's guide and technical documentation

Impact
Community impact: The project increases ocean and water literacy, empowers citizens to engage with aquatic ecosystems, and strengthens links between science, education, and environmental management.
Community impact types: Sustainable practices
Insights and Highlights
Achievements:
Development of a validated low-cost DIY instrument for water transparency monitoring; successful deployments in coastal and inland waters; peer-reviewed scientific publications; integration into European research projects such as CITCLOPS and MONOCLE; engagement of students and citizens in real scientific monitoring.
Challenges:
Challenges included sensor calibration, biofouling, and deployment stability in dynamic coastal environments. These were addressed through modular design improvements, standardized protocols, and automated quality control procedures.
Outreach methods:
Workshops Educational activities Demonstrations Online documentation
Interesting highlights:
KdUINO demonstrates that citizen-built instruments can provide scientifically reliable data comparable to professional radiometers, significantly increasing spatial and temporal monitoring coverage at a fraction of the cost.
About funding

Funding bodies: European Union

Funding program: CITCLOPS -> 7th Framework Programme (FP7) grant agreement No 308469, MONOCLE -> European Union’s Horizon 2020 (EU H2020) grant agreement No 776480

Coordinator
Created Feb. 11, 2026, 1:14 a.m.
Updated Feb. 11, 2026, 1:22 a.m.

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