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Plastic transport in rivers:
what is below the water surface?
Frans Buschman
Delft3D User Days 2019
14 November 2019
Contents
1. Problem of mismanaged plastic waste
2. Project aiming to develop a standardized monitoring strategy for
microplastics in the Netherlands
• From conceptual model to effect chain model
• Modelling distribution
3. Paper on Riverine plastic emission from Jakarta into the ocean (Indonesia)
Plastic rivers
Citarum river (Indonesia) and canal in India
An example from Haiti
• Drainage channel or waste
dump:
• Plastic waiting to be transported
to the river
• Land reclamation!
Polymer types, densities and sizes
Polymer type Density
(tonnes/m3)
PS-E 0.06
PUR 0.85
PP 0.91
PE-LD 0.92
PE-HD 0.94
PS 1.06
PA 1.14
PET 1.37
PVC 1.45
SBR 1.65
nano
micro
macro
Important processes river-coastal zone-ocean
Lebreton, L. et al. Global mass budget for positively buoyant macroplastic debris in ocean.
Nature Communications 9, 12922 (2019).
Scenarios of plastic transport towards the ocean
• In 2050 5 times
more plastic
produced than
in 2015
• Why?
• Cheap
• Light
• highly
resistant !
Sources, pathways, receptors
Threat for animals and ecosystems
Photo: J.A. Van Franeker, IMARES
Macroplastics:
• Wounding
• Suffocation
• Starvation
Microplastics:
• Accumulation in
food chain
Effect on humans?
Project aim: to develop a standardized monitoring strategy
• In collaboration with Rijkswaterstaat
• Aim: Develop an applicable and standardized monitoring strategy for
microplastic distribution in fresh water bodies
• Optimization and standardization of sampling and analysis
• Development of a distribution model for Rhine and Meuse
• To select monitoring locations
• To extrapolate (costly and scarce) observations
Frans Buschman, Myra van der Meulen, Arjen Markus, Marc Weeber en Frank Kleissen (2018) Roadmap voor de
modellering van verspreiding microplastics in Rijkswateren, Deltares report 11202218-003-ZKS-0002
From conceptual model to effect chain
Which factors are relevant for the distribution of microplastics
in rivers, estuaries, canals and lakes?
Nutrients
Waves/ Flow
Light
Temp.
SPM
Algea
Bed
Plankton
Benthos
Fish
Fish at bed
Concentration
microplastics
Density MPs
Shellfish
Bio-Fouling
Atmospheric deposition
Size MPs
Microbes
Salt concentration
Plastic type MPs
Discharge
Roughness shoreMacroplastics
Obstacles
Nanoplastics
Point sources
Non-point sources
Detritivorous
Non-Indigenous Species
Human health
Birds
Effect chain for microplastics in a River
Suspended
sediment
(mg/l)
Tide
Flow
Turbulence
Waves
Hetero-
Aggregation
Concentration
Microplastics
watercolumn
(g/m3)
MP mobile sediment
layer
(g/m3)
Deposition Resuspension
MP immobile
sediment layer
(g/m3)
Bioturbation and
disturbance
Reservoir MP in
biota (g/indiv)
Supply of microplastics
from point and non-point
sources
Ingestion-
Excretion
Release after mortalitySediment transport
(horizontal)
Advection
Resuspension
sediment
Density MP +
Suspended
Sediment
(kg/m3)
De- aggregation
Concentration
macroplastics
(g/m3)
Fragmen
-tation
Riparian
vegetation
(roughness/
collection surface)
Importance
process
Uncertainty
including current
knowledge level
Legend
Effect of wind in Noordzeekanaal around Amsterdam
Method for first rough simulation
1. Estimate the concentration of microplastics from 17
observations
1. Lobith: 0.56 mg/m3
2. Eijsden: 0.14 mg /m3
2. Use results of 2014 national flow model (LSM)
3. Modelling processes for 24 types of microplastics:
1. Advection
2. Aggregation (homo and hetero)
3. Deposition
4. Estimate pathways of microplastics from border to sea
Annelotte van der Linden, Arjen Markus en Frans Buschman (2019) Riverine transport of microplastics from the Dutch
border to the North sea, Deltares report 11203712-002-ZKS-0004
Results
• Around 80% transported to sea
• Deposition occurs in Haringvliet
A B
Paper: Riverine MACROplastic emission from Jakarta
• Aims of submitted paper (The Ocean Cleanup and Deltares):
• Estimate macroplastic emission from rivers and canals that run through
the city of Jakarta into the sea
• Demonstrate how simple measurements, empirical relations and
hydrodynamic model output can be used to estimate plastic transport
across time and space
Van Emmerik, Loozen, van Oeveren, Buschman and Prinsen (2019) Riverine plastic emission from Jakarta into the
ocean, ERL-084033.
Method: monitoring
• Visual counting from bridges
(van Emmerik et al. 2018)
• Trawling from bridges to
sample debris to determine:
• plastic composition
• variation of plastic
transport within the water
column
• ratio between plastic and
non-plastic waste
van Emmerik, Tim, et al. "A Methodology to Characterize Riverine Macroplastic Emission into the
Ocean." Frontiers in Marine Science 5 (2018): 372.
Method: monitoring and modelling
• Plastic content of the sampled
debris was found to be between
37% and 54%
• Numbers counted → plastic mass
• Surface → cross section
• Rainfall runoff model to
• Obtain discharge in monitoring
period
• Obtain discharge in whole year
Results of floating plastics
Variation in width in time
Discussion and conclusion
• Observations carried out in May:
end of wet season
• Assuming the same plastic
concentration throughout year
• Total plastic transport towards
ocean is 2100 tonnes/year
• = 3% of the mismanaged plastic
waste
• Half is transported in
Ciliwung river
To conclude
• Transport of plastics in rivers is likely to
increase, at least globally.
• Do we know the main transport
processes?
• Is the large majority of plastics
transported in the top layer of the water
column?
• How much micro- and macroplastic is
accumulated in deposition areas like
Haringvliet?
• With this knowledge plastic removal can
be optimized.
Questions?

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DSD-INT 2019 - Plastics transport in rivers - what is below the water surface-Buschman

  • 1. Plastic transport in rivers: what is below the water surface? Frans Buschman Delft3D User Days 2019 14 November 2019
  • 2. Contents 1. Problem of mismanaged plastic waste 2. Project aiming to develop a standardized monitoring strategy for microplastics in the Netherlands • From conceptual model to effect chain model • Modelling distribution 3. Paper on Riverine plastic emission from Jakarta into the ocean (Indonesia)
  • 3. Plastic rivers Citarum river (Indonesia) and canal in India
  • 4. An example from Haiti • Drainage channel or waste dump: • Plastic waiting to be transported to the river • Land reclamation!
  • 5. Polymer types, densities and sizes Polymer type Density (tonnes/m3) PS-E 0.06 PUR 0.85 PP 0.91 PE-LD 0.92 PE-HD 0.94 PS 1.06 PA 1.14 PET 1.37 PVC 1.45 SBR 1.65 nano micro macro
  • 6. Important processes river-coastal zone-ocean Lebreton, L. et al. Global mass budget for positively buoyant macroplastic debris in ocean. Nature Communications 9, 12922 (2019).
  • 7. Scenarios of plastic transport towards the ocean • In 2050 5 times more plastic produced than in 2015 • Why? • Cheap • Light • highly resistant !
  • 9. Threat for animals and ecosystems Photo: J.A. Van Franeker, IMARES Macroplastics: • Wounding • Suffocation • Starvation Microplastics: • Accumulation in food chain Effect on humans?
  • 10. Project aim: to develop a standardized monitoring strategy • In collaboration with Rijkswaterstaat • Aim: Develop an applicable and standardized monitoring strategy for microplastic distribution in fresh water bodies • Optimization and standardization of sampling and analysis • Development of a distribution model for Rhine and Meuse • To select monitoring locations • To extrapolate (costly and scarce) observations Frans Buschman, Myra van der Meulen, Arjen Markus, Marc Weeber en Frank Kleissen (2018) Roadmap voor de modellering van verspreiding microplastics in Rijkswateren, Deltares report 11202218-003-ZKS-0002
  • 11. From conceptual model to effect chain Which factors are relevant for the distribution of microplastics in rivers, estuaries, canals and lakes? Nutrients Waves/ Flow Light Temp. SPM Algea Bed Plankton Benthos Fish Fish at bed Concentration microplastics Density MPs Shellfish Bio-Fouling Atmospheric deposition Size MPs Microbes Salt concentration Plastic type MPs Discharge Roughness shoreMacroplastics Obstacles Nanoplastics Point sources Non-point sources Detritivorous Non-Indigenous Species Human health Birds
  • 12. Effect chain for microplastics in a River Suspended sediment (mg/l) Tide Flow Turbulence Waves Hetero- Aggregation Concentration Microplastics watercolumn (g/m3) MP mobile sediment layer (g/m3) Deposition Resuspension MP immobile sediment layer (g/m3) Bioturbation and disturbance Reservoir MP in biota (g/indiv) Supply of microplastics from point and non-point sources Ingestion- Excretion Release after mortalitySediment transport (horizontal) Advection Resuspension sediment Density MP + Suspended Sediment (kg/m3) De- aggregation Concentration macroplastics (g/m3) Fragmen -tation Riparian vegetation (roughness/ collection surface) Importance process Uncertainty including current knowledge level Legend
  • 13. Effect of wind in Noordzeekanaal around Amsterdam
  • 14. Method for first rough simulation 1. Estimate the concentration of microplastics from 17 observations 1. Lobith: 0.56 mg/m3 2. Eijsden: 0.14 mg /m3 2. Use results of 2014 national flow model (LSM) 3. Modelling processes for 24 types of microplastics: 1. Advection 2. Aggregation (homo and hetero) 3. Deposition 4. Estimate pathways of microplastics from border to sea Annelotte van der Linden, Arjen Markus en Frans Buschman (2019) Riverine transport of microplastics from the Dutch border to the North sea, Deltares report 11203712-002-ZKS-0004
  • 15. Results • Around 80% transported to sea • Deposition occurs in Haringvliet A B
  • 16. Paper: Riverine MACROplastic emission from Jakarta • Aims of submitted paper (The Ocean Cleanup and Deltares): • Estimate macroplastic emission from rivers and canals that run through the city of Jakarta into the sea • Demonstrate how simple measurements, empirical relations and hydrodynamic model output can be used to estimate plastic transport across time and space Van Emmerik, Loozen, van Oeveren, Buschman and Prinsen (2019) Riverine plastic emission from Jakarta into the ocean, ERL-084033.
  • 17. Method: monitoring • Visual counting from bridges (van Emmerik et al. 2018) • Trawling from bridges to sample debris to determine: • plastic composition • variation of plastic transport within the water column • ratio between plastic and non-plastic waste van Emmerik, Tim, et al. "A Methodology to Characterize Riverine Macroplastic Emission into the Ocean." Frontiers in Marine Science 5 (2018): 372.
  • 18. Method: monitoring and modelling • Plastic content of the sampled debris was found to be between 37% and 54% • Numbers counted → plastic mass • Surface → cross section • Rainfall runoff model to • Obtain discharge in monitoring period • Obtain discharge in whole year
  • 19. Results of floating plastics Variation in width in time
  • 20. Discussion and conclusion • Observations carried out in May: end of wet season • Assuming the same plastic concentration throughout year • Total plastic transport towards ocean is 2100 tonnes/year • = 3% of the mismanaged plastic waste • Half is transported in Ciliwung river
  • 21. To conclude • Transport of plastics in rivers is likely to increase, at least globally. • Do we know the main transport processes? • Is the large majority of plastics transported in the top layer of the water column? • How much micro- and macroplastic is accumulated in deposition areas like Haringvliet? • With this knowledge plastic removal can be optimized.