SEASONAL AND LONGITUDINAL PATTERNS OF PLASTIC … · Mahmood Nachabe, Ph.D. Amy Siuda, Ph.D. Amy...

11
SEASONAL AND LONGITUDINAL PATTERNS OF PLASTIC POLLUTION IN A SUBTROPICAL URBAN RIVER Charlotte Haberstroh and Mauricio E. Arias Civil & Environmental Engineering, USF watershedsustainability.org [email protected]

Transcript of SEASONAL AND LONGITUDINAL PATTERNS OF PLASTIC … · Mahmood Nachabe, Ph.D. Amy Siuda, Ph.D. Amy...

Page 1: SEASONAL AND LONGITUDINAL PATTERNS OF PLASTIC … · Mahmood Nachabe, Ph.D. Amy Siuda, Ph.D. Amy Stuart, Ph.D. Mike Wang, Ph.D. This work was supported by the University of South

SEASONAL ANDLONGITUDINAL

PATTERNS OF PLASTICPOLLUTION IN A

SUBTROPICAL URBANRIVER

Charlotte Haberstroh and Mauricio E. AriasCivil & Environmental Engineering, USF

[email protected]

Page 2: SEASONAL AND LONGITUDINAL PATTERNS OF PLASTIC … · Mahmood Nachabe, Ph.D. Amy Siuda, Ph.D. Amy Stuart, Ph.D. Mike Wang, Ph.D. This work was supported by the University of South

I am Charlotte Haberstroh, Ph.D. candidate at University of South Florida, Tampa, Florida. I have been studying plastic pollution in rivers for the past four years and conducted fieldwork in Florida and Cambodia.

Check out our website https://www.watershedsustainability.org/river-plasticsor contact me at [email protected].

2

Page 3: SEASONAL AND LONGITUDINAL PATTERNS OF PLASTIC … · Mahmood Nachabe, Ph.D. Amy Siuda, Ph.D. Amy Stuart, Ph.D. Mike Wang, Ph.D. This work was supported by the University of South

Monthly sampling May 18 - October 19

3

Field Study Hillsborough River in Tampa, Florida

May-Jul increasing rainfall

Aug-Oct wet

Nov-Jan receding rainfall

Feb-Apr dry

Upstream: baseline site with low human impact upstream

Middle catchment: industrial and residential areas

Downstream catchment: built-up and high population density

Page 4: SEASONAL AND LONGITUDINAL PATTERNS OF PLASTIC … · Mahmood Nachabe, Ph.D. Amy Siuda, Ph.D. Amy Stuart, Ph.D. Mike Wang, Ph.D. This work was supported by the University of South

4

• Five-point sampling (surface and sub-surface)

• Flow measurements (ADCP)

500 µm neuston netAcoustic Doppler Current Profiler

Field Data Collection

Page 5: SEASONAL AND LONGITUDINAL PATTERNS OF PLASTIC … · Mahmood Nachabe, Ph.D. Amy Siuda, Ph.D. Amy Stuart, Ph.D. Mike Wang, Ph.D. This work was supported by the University of South

• Classify and weight by size

• Raman Spectroscopy for confirmation & identification

• Sieve (500 µm), dry, sort

• Image Analysis for count & shape

5

Laboratory Processing & Particle Characterization

3008001300180023002800

Ram

an in

tens

ity [a

.u.]

Wavenumber [cm-1]

PE Reference

Page 6: SEASONAL AND LONGITUDINAL PATTERNS OF PLASTIC … · Mahmood Nachabe, Ph.D. Amy Siuda, Ph.D. Amy Stuart, Ph.D. Mike Wang, Ph.D. This work was supported by the University of South

Plastic loads

along the river

Research question: How do hydrodynamics, seasonal flows and urban development affect river

plastic transport ? 6

Data Analysis

Cross-sectional

plastic fluxes

Cross-sectional

Area

Rainfall/Dis-

charge

Non-para-metric

statistics

Time-series

statistics

Advective Fluxes

Count/mass concen-trations

Flow velocities

River hydro-dynamics

Page 7: SEASONAL AND LONGITUDINAL PATTERNS OF PLASTIC … · Mahmood Nachabe, Ph.D. Amy Siuda, Ph.D. Amy Stuart, Ph.D. Mike Wang, Ph.D. This work was supported by the University of South

… and highly dependent on the river hydrodynamic profile

Plastic transport through a river cross-section is non-uniform

7

Results

Downstream flow

Haberstroh et al, in revision

Page 8: SEASONAL AND LONGITUDINAL PATTERNS OF PLASTIC … · Mahmood Nachabe, Ph.D. Amy Siuda, Ph.D. Amy Stuart, Ph.D. Mike Wang, Ph.D. This work was supported by the University of South

Lateral and vertical fluxes [#/m2/hr] affect transport under turbulent conditions

Advective Fluxes [#/m2/hr] dominate flows

8

Results

Haberstroh et al, in revision

Page 9: SEASONAL AND LONGITUDINAL PATTERNS OF PLASTIC … · Mahmood Nachabe, Ph.D. Amy Siuda, Ph.D. Amy Stuart, Ph.D. Mike Wang, Ph.D. This work was supported by the University of South

1.E+03

1.E+04

1.E+05

1.E+06

1.E+07

1.E+08

Plas

tic L

oads

[#/d

ay]

9

Results• Plastic loads increase upstream to downstream

• Loads upstream follow rainfall seasonality most closely

• Middle and downstream sites have a base load but fluctuate strongly due to rainfall and other factors

Upstream

Middle

Downstream

Median

Rainfall season

May-Jul increasing

Aug-Oct wet

Nov-Jan receding

Feb-Apr dry

Shades indicate the 25th

and 75th percentiles.

Page 10: SEASONAL AND LONGITUDINAL PATTERNS OF PLASTIC … · Mahmood Nachabe, Ph.D. Amy Siuda, Ph.D. Amy Stuart, Ph.D. Mike Wang, Ph.D. This work was supported by the University of South

10

Findings on river plastic transport

Future Research

• Flow conditions impact the temporal scale of transport and retention.

• Rainfall seasonality impacts the quantity.

• This affects how we quantify, predict and solve plastic pollution.

• Further explore the relationship between plastic loads, concentrations, discharge and rainfalls

• Investigate small-scale impact e.g. of individual rainfall events

Page 11: SEASONAL AND LONGITUDINAL PATTERNS OF PLASTIC … · Mahmood Nachabe, Ph.D. Amy Siuda, Ph.D. Amy Stuart, Ph.D. Mike Wang, Ph.D. This work was supported by the University of South

Mauricio E. Arias, Ph.D.

Mahmood Nachabe, Ph.D.

Amy Siuda, Ph.D.

Amy Stuart, Ph.D.

Mike Wang, Ph.D.

This work was supported by the University of South Florida Signature Research Fellowship and the USF SIP (Strategic Investment Pool) Award. We thank the USF Nanotechnology Research and Education Center (NREC) for their support.

Research Group & Friends

Carlee Chaffin, Ruben Palomo Martinez, Hope Koutz, Jenna Brooks, Sahiti Priya Akinapalli, Zhewen Yin, Osama Tarabih, Cody Stewart, Lorena Sanchez, Violeta, Michelle Platz, Dr. Bill Cooper, Ralph Fisher, Katharina Graf, Joshua Benjamin, and Mohit Kaura.

Acknowledgements

11