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Detection and tracking of large marine litter based on high-resolution remote sensing time series, machine learning, and ocean current modelling (TRACE)

Programme Reference

20-D-T-TEC-01-b

Status

Closed

Country

Germany

Start Date

2020

End Date

2022

Programme: Discovery Prime Contractor: Helmholtz-Zentrum Potsdam GFZ

Description

The overall goal of the TRACE project was to build a remote sensing based fully automated system for the detection and tracking of large marine litter and accumulation patches of smaller litter items in order to obtain precise and reliable data on floating macro-litter regarding their quantity, position, accumulation zones, material properties, floating depth, and sources. The tracking mechanism has been implemented by coupling the daily satellite-based detections with an oceanographic forecasting system and by a two-step object matching approach.Contact point: Dr. Mathias Bochow, email: mathias.bochow@gfz-potsdam.de 

Application domain: Earth Observation

Technology Domain:
16 - Optics
06 - RF Subsystems, Payloads and Technologies
09 - Mission Operation and Ground Data Systems
Competence Domain:
05 - End-to-end RF / Optical Systems / Products for Navigation, Comm., Remote Sensing
Initial TRL: TRL N/A Target TRL: TRL N/A Achieved TRL: TRL N/A

Public Document:

Executive Summary
PDF

Detection and tracking of large marine litter based on high-resolution remote sensing time series, machine learning, and ocean current modelling (TRACE)