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Research

Understanding pollution to better stop it

Every cleanup operation by our Mobulas produces data on waste quantities, composition, and locations. Together with our scientific partners, we analyse this information to better understand plastic pollution, identify its sources, and guide on-the-ground solutions.

Map of Mobula 8 collection areas in Kota Kinabalu

Our methodology

From collection to data

A standardised protocol across all our expeditions to compare bays, seasons, and years.

1

Collect

Mobulas intercept floating waste in bays, estuaries, and mangroves.

2

Characterise

Each haul is weighed and then sorted by category and material according to a scientific protocol.

3

Map

Areas, tides, and seasons: our partners' satellites and drones pinpoint where plastic accumulates.

4

Share

The findings are published and delivered to local authorities to guide waste management policies.

The ARCAM smart camera

Innovation

ARCAM: artificial intelligence that counts every piece of waste

Developed by the Autonomous River Cleanup team at ETH Zurich, this onboard camera on Mobula 10 identifies every piece of waste and its material in real time. A first for our expeditions, and a wealth of data for science.

Our programmes

Three bays, three studies

Bali, Indonesia
CompletedBali, Indonesia

Characterising floating plastic in Benoa Bay

From 06/2023 to 03/2024, researchers analysed the waste collected by our first Mobula to understand its origin and seasonality.

Partner: CReSOS Center, Udayana University

Read the report ›
Kota Kinabalu, Malaysia
In progressKota Kinabalu, Malaysia

Tracking marine debris around Gaya Island

Accumulation zones, seasons, types of waste: each day of collection by Mobula 8.2 enriches a unique database in Sabah.

Partner: Marine Research Foundation

View expedition ›
Ambon, Indonesia
In preparationAmbon, Indonesia

Measuring the impact of collection on mangroves

A 3-year study will compare the condition of the bay’s mangroves, seagrass beds, and reefs before and after the arrival of Mobula 10.

Partner: BRIN, Indonesian National Research Agency

View expedition ›

What we are learning

Initial field insights

77,2%

of the weight of waste collected in Kota Kinabalu is plastic, led by food packaging.

Kota Kinabalu, Marine Research Foundation data

3 out of 4

pieces of waste accumulate in the sheltered bays of Gaya Island, where water circulation is weak.

Kota Kinabalu, first year of collection

May to September

the southwest monsoon concentrates more floating waste than the heavy rain season.

Kota Kinabalu, seasonal monitoring

Mangrove roots

trap plastic, hindering the growth of young plants.

Ambon, BRIN research since 2008

Publications

Our scientific reports

2024Characterisation of floating macroplastic waste in Benoa BayBali, Udayana University (CReSOS) and The SeaCleaners, revised edition 10/2026, 21 pagesFrench (PDF)English (PDF)
2026Scientific review of the first year in Kota KinabaluMalaysia, with Marine Research FoundationComing soon
2027Initial baseline study of mangroves in Ambon BayIndonesia, with BRINComing soon

Scientific and technical partners

Advancing science alongside us

Udayana University
CReSOS Center, Bali
BRIN
National Research, Indonesia
Marine Research Foundation
Sabah, Malaysia
ETH Zurich
Autonomous River Cleanup, ARCAM
Poseira
Satellite monitoring
SCI Drones
Drone monitoring

Science needs the field; the field needs you

Every funded expedition produces public data, useful far beyond our bays.