Title: WaterSediment Studies
1 Chapter 10 Water-Sediment Studies Jeremy
Dyson Basel, Switzerland
2Outline
- Defining, Estimating Using Endpoints
- Parent Kinetics
- Similarities/differences to other test systems
- Models and flowcharts
- Statistics and examples
- Metabolite Kinetics
- Similarities to other test systems
- When are metabolite kinetics not required?
- Models and flowcharts
- Concluding Remarks
3Defining, Estimating Using Endpoints
Application of Parent or Metabolite
Volatilisation
Water Column Well-mixed Aerobic Waterparticulates
Metabolism Formation Degradation
Transfer Processes
Water-Sediment Interface
Metabolism Formation Degradation
Sediment Slow-mixing Oxic to anoxic
4Defining, Using Estimating Endpoints
- Persistence Endpoints
- To determine whether various aquatic ecotoxicolgy
studies are triggered, e.g. fish accumulations
studies - Modelling Endpoints
- To use in calculating PEC values as part of an
aquatic risk assessment, e.g. FOCUS surface water
scenarios - What are the Components of these Endpoints?
- Chemical (Parent or Metabolite)
- Compartment (System, Water Column or Sediment)
- Disappearance (Degradation or Dissipation)
5Defining, Using Estimating Endpoints
- The Water-Sediment System Definitions
- Behaviour can be more complex than in other
systems - Straightforward definitions e.g. dissipation from
compartments - Non-straightforward definitions, e.g. degradation
in compartments - Study Guidelines and Use
- Not always clear if dissipation or degradation
required - Decisions about endpoints used made on a
case-by-case basis - Difficulties of Estimation
- Main problem over degradation-transfer
correlations - No simple, robust reliable constraints
procedures - Default worst-case approach if lack of
degradation in one compartment, implausible
transfer rates (Fsed test), or generally
inconsistent with other environmental fate studies
6Defining, Using Estimating Endpoints
- Kinetic Persistence/Modelling
Disappearance - Level Endpoints
Endpoints - Level I System (Metabolites)
Dissipation - (1 comp.) System (Both)
Degradation - Water column (Both)
Dissipation - Sediment (Both)
Dissipation - Level II Water column (Parent)
Degradation - (2 comp.) Sediment (Parent)
Degradation
7Parent Kinetics
- Similarities to Other Test Systems
- Data entry and exclusion
- Selection of fitting routine
- Standard constraints, underlying kinetics etc.
- Methods of making kinetic decisions
- Differences to Other Test Systems
- Day zero data put all in water column
- Data in terms of mass or equivalent, e.g. AR
- Do not use concentration data
- Operation of the worst-case default approach at
Level P-II
8Models and Flowcharts Level P-I
9Models and Flowcharts Level P-I
- SFO Kinetics
- Default first choice
- Required for modelling endpoints
- FOMC Kinetics
- Evaluate if data depart appreciably from SFO
kinetics - DFOP Kinetics
- Offers more flexibility than FOMC with extra
parameter - Hockey Stick Kinetics
- Data sometimes appear to have some breakpoint
in rate
10Models and Flowcharts Level P-I
- System Degradation/Compartment Dissipation
- Persistence Endpoints
- Tier 1 Check if SFO is an appropriate model
- Tier 2 Identify best-fit model if required
- Modelling Endpoints
- Tier 1 Check if SFO is an acceptable model
- Tier 2 Correction procedures if SFO not an
acceptable model
11Models and Flowcharts Level P-II
12Models and Flowcharts Level P-II
- Empirical Transfer Pattern
- Able to approximate quite closely
- Simple Transfer Kinetics
- No assumptions about sediment concentration
gradients - Appropriate if gradients are complex and not
measured - Appropriate to consider before more complex
alternatives - First-Order Transfer Kinetics
- Relatively easy to implement in software packages
13Models and Flowcharts Level P-II
Example of Transfer Pattern without Degradation
14Models and Flowcharts Level P-II
- The Fsed Test
- Definition
- Fraction in sediment at equilibrium in absence of
degradation - Modelled Fsed Values
- Calculated from fitted transfer parameters of
Level P-II model - Fsed rw-s / (rw-s rs-w)
- Theoretical Fsed Values
- Based on system/pesticide properties diffusion
assumptions - Fsed (Kd ?b?) / (Zw /ZD)(Kd ?b?)
15Models and Flowcharts Level P-II
- Persistence/Modelling Degradation Endpoints
- SFO Fit (Criteria to be met even if fit
acceptable) - Consistent with environmental fate data
- Degradation rates kw and ksgt0 as demonstrated by
t-test - Transfer rate from sediment to water rs-wgt0
- The Fsed test needs to be passed
Use estimates as required against triggers/ in
modelling
Use 1 of 3 default approaches tested to ensure
they lead to worst-case PEC values
Yes
No
Criteria met?
16Models and Flowcharts Level P-II
- Persistence/Modelling Degradation Endpoints
- Default approach 1
- Passes Fsed test but fails t-test on zero
degradation rate
Set degradation rate to overall system
half-life in degrading compartment Set
degradation rate to 1 000 day half-life in
non-degrading compartment
Use default as required in modelling
17Models and Flowcharts Level P-II
- Persistence/Modelling Degradation Endpoints
- Default approach 2
- Fails Fsed test due to zero transfer rate from
sediment to water
Set water column degradation rate to overall
system half-life Set sediment degradation rate
to 1 000 day half-life
Yes
Fitted degradation faster in water column than in
sediment?
Use default as required in modelling
Set water column degradation rate to estimated
half-life Set sediment degradation rate to
overall system half-life
No
18Models and Flowcharts Level P-II
- Persistence/Modelling Degradation Endpoints
- Default approach 3
- Fails Fsed test or inconsistent with E Fate data
(degradation)
Determine and use default that results in
worst-case PEC values Water column
degradation half-lifeoverall system Sediment
half-life 1 000 days, or vice versa
Use default as required in modelling
19Models and Flowcharts Level P-II
- Persistence/Modelling Degradation Endpoints
- Default approach 3
20Models and Flowcharts Level P-II
- Persistence/Modelling Degradation Endpoints
- Default approach 3
21Models and Flowcharts Level P-II
- What If the Default Options Need Refining?
- Fit a diffusion-based model to water-sediment
data - A TOXSWA example for such refinement is in
Appendix 12 - User-friendly implementation needs developing
- Or diffusion-based model specific to
water-sediment systems needs to be developed
22Statistics and Examples
- Assessing Goodness of Fit
- Visual Assessment
- Main tool for assessment
- Plots of model fits residuals
- ?2 Test
- Performed for each compartment, even at Level
P-II - Supplements visual assessment model comparison
- Only a guidance value of 15 error value to pass
test - t-Test
- Reliability of individual dissipation/degradation
rates - Total df with a significance level of 10 to pass
test
23Statistics and Examples Level P-I
Compound 6
wc
Compound 6
wc
sed
Compound 6
sed
24Statistics and Examples Level P-I
Compartment Modification DegT50/DT50 in days
(?2)
SFO FOMC HS
wc sed Remove outlier
20.1 (3.6) 20.1 (3.6) 19.8 (3.0)
wc Remove outlier 19.1
(2.8) 18.6 (2.7) 18.7 (1.9) sed
Remove outlier 21.1 (9.4)
15.2 (6.5) 17.7 (7.7)
25Statistics and Examples Level P-II
Compound 6
26Statistics and Examples Level P-II
Compartment Modification DegT1/2
Fsed ()
(?2value) Modelled
Theoretical wc
Fix Mo ? (3.1) sed
2.16 (9.0) 44 27 - 57
27Metabolite Kinetics
- Similarities to Other Test Systems
- Data entry and exclusion
- Selection of fitting routine
- Standard constraints, data exclusion, underlying
kinetics etc. - Methods of making kinetic decisions
- When Are Metabolite Kinetics Not Required?
- Sometimes not required for minor metabolites
- If risks implicitly assessed via higher tier
studies - Sometimes not if also applied as a parent
substance - Sometimes not if can add metabolite residues to
parent
28Models and Flow Charts Level M-I
- Defining Persistence/Modelling Endpoints
Type of Endpoint Compartment Kinetic
Model Dissipation
System Decline from
peak
Water Column
Sediment
Degradation
System Formation
degradation
29Models and Flowcharts Level M-I
- SFO Kinetics
- Default first choice
- Required for modelling endpoints
- FOMC Kinetics
- Evaluate if data depart appreciably from SFO
kinetics - DFOP Kinetics
- Offers more flexibility than FOMC with extra
parameter - Hockey Stick Kinetics
- Not used
30Models and Flowcharts Level M-I
- System/Compartment Dissipation/Degradation
- Persistence Endpoints
- Tier 1 Check if SFO is an appropriate model
- Tier 2 Identify best-fit model if required
- Modelling Endpoints
- Tier 1 Check if SFO is an acceptable model
- Tier 2 Correction procedures if SFO not an
acceptable model
31Models and Flowcharts Dissipation Level M-I
32Models and Flowcharts Degradation Level M-I
33Models and Flowcharts Level M-II
- General Recommendations for Development
- Data/Parameter Requirements
- Minimise, e.g. do not use sink data as a first
step - Kinetics
- Use first-order kinetics for transfer
degradation processes - Formation Fraction
- Option to use same fraction for water column
sediment - Option to use a default fraction, i.e. that
estimated at Level M-I
34Concluding Remarks
- General Remarks
- Complex area of kinetics, but the workgroup has
increased understanding of strengths
limitations of approaches, bringing greater
transparancy consistency - Parent Kinetics
- Resolved endpoint definition, use and estimation
- In a framework and developed degradation
refinement process - Metabolite Kinetics
- Resolving endpoint definition, use and estimation
- Kinetics still need actively developing for Level
M-II