Water quality monitoring during dredging
Since July 2018, international dredging company Jan De Nul Group is active in Texel, The Netherlands working on the construction of the 'Prins Hendrikzanddijk' over a distance of 3 km. The project has two main goals: it will create a future-proof water barrier in the form of dunes and it will improve the ecological value of the Wadden Sea. The sand is dredged in the North Sea and transported to the project site by the Trailing Suction Hopper Dredger Bartolomeu Dias.
During such dredging activities the company has to ensure that the sediment concentrations in the water layer don’t exceed certain maximum values. Especially when working in the vicinity of valuable and vulnerable ecological areas. Today dredging companies mainly rely on point measurements and buoys to monitor the water quality. But can drones assist them in visualizing and measuring sediment concentrations in particular?
A DEMONSTRATION IN TEXEL
Dredging activities result in elevated suspended particulate matter concentration in the water, which can be quantified using aerial remote sensing. We demonstrated this technique in pilot case in Texel, using a drone, operated by Euro Drone Inspections.It is a challenging endeavor to collect useful and accurate data knowing that:
- Water absorbs most of the sunlight, so you need very sensitive cameras
- Water also acts as a mirror, which influences the measurements (e.g. reflecting the sunlight directly into the camera)
- Water doesn’t have stable features that can be used to correctly overlay different images.
This is why the standard technique of photogrammetry cannot be applied under these circumstances
“We are currently still doing everything via manual measurements, having to sail from buoy to buoy.
Drones can give us a detailed spatial overview of the sediment plume in one movement. This signifies a big step forward in our day-to-day operations.”
Emile Lemey - Environmental Engineer, Jan De Nul Group
The data acquisition needs to be done exactly right. Working with a professional drone pilot, several flights were performed using a multi-spectral camera and a drone platform with accurate orientation information. During flights the location and the footprint of the camera were closely monitored. The images captured by the camera are shown in real time on the operator’s screen and marine traffic is also tracked and displayed on the same map using Automatic Identification System (AIS) information. As such, flight missions can be easily adapted during the flight.
The benefits of drone technology
The use of a drone, or drone data actually, creates extra possibilities next to standard survey techniques:
- It is possible to monitor hard to reach or physically inaccessible areas
- The system is flexible as to where and when data are collected
- Data can be collected on cloudy days (as opposed to satellite data)
- The results yield high spatial detail
- Combine conventional in-situ measurements and/or satellite data to capture a broader picture of the changes occurring on the study site
Towards a fully automated image processing service
Using drones has clear benefits, but the focus is of course on collecting the right information, in this case water quality, out of the data. The captured drone data can be inserted in a semi-automated post-processing workflow to create tailored end-user maps. This workflow allows you to convert the raw digital numbers captured by the camera into products including:
- True color maps
- Total suspended sediment concentration
- Turbidity status or evolution
- Chlorophyll-a concentration
The workflow is specifically made for water applications where direct georeferencing and sky glint corrections are crucial for quantitative studies.
Sky glint is corrected for using the atmospheric correction tool iCOR, adapted for drone systems. During the demo in Texel, two small boats were collecting in situ data (continuous turbidity meter & water samples) for validation of the results.
From true color drone data to turbidity data or mosaic.
Work in progress
Triggered by new in-situ monitoring tools, including drones, citizen science or many more? Check the MONOCLE website for more information. This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 776480.
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| This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 776480 |
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