Yes (please explain) No Total
Use reporting guidelines from relevant reviews 22.22% 2 77.78% 7 9
Keep data at a granular level (e.g., per particle, per individual) 22.22% 2 77.78% 7 9
Report raw counts/concentrations and contamination and recovery values 11.11% 1 88.89% 8 9
Transform microplastic values to comparable units when comparing across studies with different particle size ranges or classes 44.44% 4 55.56% 5 9
Share data using FAIR principles 0.00% 0 100.00% 8 8

The expert survey responses on Data Handling best practices reveal several areas of concern, with most disagreement centered on transforming microplastic values and keeping granular data.

Areas of Disagreement:

  • Four experts (9, 3, 4, 6) suggested changes to "Transform microplastic values to comparable units," with Expert 9 expressing concern about transparency in conversion methods and Expert 3 warning about erroneous estimates from density calculations.
  • Two experts (3, 1) recommended changes to "Keep data at a granular level," with Expert 3 questioning feasibility for larger studies.
  • Two experts (4, 1) suggested modifications to "Use reporting guidelines," with Expert 1 recommending adding "harmonization" and Expert 4 advising against restricting guidelines to the microplastics field.

Specific Recommendations:

  • Expert 1 suggested including QA/QC data reporting requirements
  • Expert 4 requested more specific guidance on subtracting blank values
  • Expert 5 proposed rewording the section on non-detect sources
  • Expert 6 emphasized that unit selection should be based on meaningfulness to application

Three experts (2, 8, 7) recommended no changes to any sections, indicating some consensus that the current best practices are adequate.

Summary Generated by AI

Answer Explanations

  • Expert 9
    SectionYes (please explain)No
    Use reporting guidelines from relevant reviews01
    Keep data at a granular level (e.g., per particle, per individual)01
    Report raw counts/concentrations and contamination and recovery values01
    Transform microplastic values to comparable units when comparing across studies with different particle size ranges or classes10
    Share data using FAIR principles01
    The manuscript states that "particle mass follows a reverse particle size distribution with less mass being held in the smallest size fraction. The distribution can be calculated from the particles measured in each study and then used to project particle concentrations into unobserved regions of the particle size distribution for each study so that a more comparable (e.g. 5 µm – 5 mm in the example) can be estimated for both studies. It should be noted that these conversions are more accurate when particle properties are measured at the per-particle level." While I see the logic behind this, I'm wary of recommending it without at the very least also recommending detailed explanation of how this was done being included in supporting information. Such an explanation is necessary for full transparency and permit readers to verify conversions have been made correctly.
  • Expert 3
    SectionYes (please explain)No
    Use reporting guidelines from relevant reviews01
    Keep data at a granular level (e.g., per particle, per individual)10
    Report raw counts/concentrations and contamination and recovery values01
    Transform microplastic values to comparable units when comparing across studies with different particle size ranges or classes10
    Share data using FAIR principles
    1) In this case, is more of a maybe, as this, as noted in the paper, would include "[e]ach row would fully describe a single particle", and, for larger studies, not sure this would be feasible...
    2) This is not always possible and may lead to erroneous estimates (as I have reviewed in some manuscripts submitted for different publications). These calculations involve some estimation, such as density, that, particularly for MPs in the environment and subject to weathering and biofilm/eco-corona formation, the actual particle densities may be very different from those estimated. This should perhaps be noted. 
  • Expert 4
    SectionYes (please explain)No
    Use reporting guidelines from relevant reviews10
    Keep data at a granular level (e.g., per particle, per individual)01
    Report raw counts/concentrations and contamination and recovery values10
    Transform microplastic values to comparable units when comparing across studies with different particle size ranges or classes10
    Share data using FAIR principles01
    1 - Use reporting guidelines from relevant reviews
    In line 499 a restriction is made to reporting guidelines in the microplastics field. It is recommended not to make this restriction, but to consider reporting guidelines fin the microplastics field and beyond.
    2 - Report raw counts/concentrations and contamination and recovery values 
    Lines 536 -542. Here some general statements are made with regard to subtracting blank values. It is recommended to make these general statements more specific and provide guidance-like statements on how to subtract blancs: use averages or individual values, how to deal with uncertainties, how to correct for rcoveries, etc.
    3 - Transform microplastic values to comparable units when comparing across studies with different particle size ranges or classes
    There is something wrong with the flow of line 556.
  • Expert 1
    SectionYes (please explain)No
    Use reporting guidelines from relevant reviews10
    Keep data at a granular level (e.g., per particle, per individual)10
    Report raw counts/concentrations and contamination and recovery values01
    Transform microplastic values to comparable units when comparing across studies with different particle size ranges or classes01
    Share data using FAIR principles01
    Line 500:  suggest inserting "and harmonization" after 'reproducibility'.

    On the subsection on 'keep data...level', I suggest inclusion of statements regarding QA/QC samples.  Along with sample data, QA/QC data should be reported for every dataset  (add this after line 522).  
  • Expert 5
    SectionYes (please explain)No
    Use reporting guidelines from relevant reviews01
    Keep data at a granular level (e.g., per particle, per individual)01
    Report raw counts/concentrations and contamination and recovery values01
    Transform microplastic values to comparable units when comparing across studies with different particle size ranges or classes01
    Share data using FAIR principles01
    LINE 533 & 534 would be better worded as: "Low analyte amount is one source of non-detect; the other is analyte loss during sample extraction."
  • Expert 6
    SectionYes (please explain)No
    Use reporting guidelines from relevant reviews01
    Keep data at a granular level (e.g., per particle, per individual)01
    Report raw counts/concentrations and contamination and recovery values01
    Transform microplastic values to comparable units when comparing across studies with different particle size ranges or classes10
    Share data using FAIR principles01
    When units are considered, the decision of concentration-based g/weight or g/volume count-based N/weight or N/volume or should be around the meaningfulness of the unit to application. 
2 votes 2 0 votes
Expert 4
07/31/2025 05:29
The suggestions make sense and should be considered for inclusion in the manuscript on an individual basis.
0
Expert 5
08/01/2025 07:54
With reference to expert 6's concentration based remarks: Yes,, use units meaningful to the analytical objective. But It would also be helpful to also report in units that are prevalent in the science. Readers of studies will make those unit conversions to enhance their understanding of the findings. The study author has a more intimate knowledge of the matrix and analyte results, therefore is better equipped to report in converted units.
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