The number of inspected sites


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The number of wood objects sampled per inspected site



The estimated probability distribution of the number of wood objects sampled per inspected site

The number of inspected sites


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The number of Monochamus sampled per inspected site



The estimated probability distribution of the number of Monochamus sampled per inspected site

At the level of inspection sites

At the level of regions

The density of wood objects suitable for sampling



The density of adult Monochamus beetles



The area with host plants, km\(^2\)


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The estimated probability distribution of the density of wood objects suitable for sampling
The estimated probability distribution of the density of Monochamus adults

The area of entry sites, km\(^2\)


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The aim of the surveys is


Mean time between invasions, years


The dots denote the medians and the bars the 95% confidence intervals of the assessment results


The colored area shows the 95% confidence intervals of the assessment results


The dots denote the medians and the bars the 95% confidence intervals of the assessment results


The colored area shows the 95% confidence intervals of the assessment results

The sensitivity of the annual surveys


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All the fractiles as a rds file
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All iterations as a rds file
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The probability of freedom after the last survey


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All the fractiles as a rds file
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All iterations as a rds file
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Download figures


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FinnSURV-Assess PWN is a tool for assessing the confidence in pest freedom gained in official pine wood nematode (PWN, Bursaphelenchus xylophilus ) surveys in areas where PWN is not expected to cause symptoms.

FinnSURV-Assess PWN can be used to assess both the sensitivity of annual surveys and the probability of freedom achieved in multiannual surveys.

The application assumes that a) the surveys are composed of inspections that cover a fixed sized area and b) in the inspections, one or more wood or Monochamus samples are collected. If all the needed data is provided separately for all regions of a country, the assessment is done separately for each region and for the whole country.

FinnSURV-Assess PWN automatically decides whether to assume sampling from finite or infinite population. If the sample size is always less than 10% of the total target population, the population is assumed to be infinite. Otherwise, the population is assumed to be finite.

The methodology used in the application is described in detail in Hannunen and Tuomola (2020) and references therein, especially Cannon (2002) , Martin et al. (2007) and Efsa (2012) .

To run the assessment with the parameters used in Hannunen and Tuomola (2020) , upload the csv files named in the popup help windows for the number of inspected sites (both for wood sampling and Monochamus trapping), the number of wood objects sampled per inspected site, the area with host plants and the area of entry sites. You can download the files here . For the other parameters, use the prefilled values.


Apparent prevalence = The proportion of samples testing positive

Design prevalence = Roughly, design prevalence determines the minimum prevalence that the survey is aimed to detect. If the pest prevalence is equal to or greater than the design prevalence, at least one infested individual will be detected in the survey, with the probability equal to the sensitivity of the survey.

Early detection survey = A survey that aims to detect possible PWN invasions early enough to enable successful eradication

Entry site = A site where the probability of PWN introduction is elevated, i.e. harbors, industrial areas and landfills

Import-export survey = A survey that aims to provide evidence to justify import requirements related to PWN and to facilitate export to countries with corresponding requirements

Initial prior probability of freedom = The probability that the prevalence of the pest is below the design prevalence before the first survey

Probability of freedom = The probability that the prevalence of the pest is below the design prevalence if the pest is not detected in the surveys

Sensitivity = Roughly, sensitivity determines the probability with which a survey is expected to succeed in its aim. If the pest prevalence is equal to or greater than the design prevalence, at least one infested individual will be detected in the survey, with the probability equal to the sensitivity of the survey.

Target population at the level of inspection site = Wood objects suitable for sampling / Monochamus adults

Target population at the level of regions = The area with PWN host plants in the area for which the results of the survey will be generalized

Test sensitivity = The probability that the pest is detected in the laboratory analysis, given that it was present in the wood object(s) / Monochamus beetle(s) included in the sample


Hannunen S and Tuomola J 2020. FinnSURV-Assess PWN - A tool for assessing the confidence in pest freedom gained in official pine wood nematode surveys. Finnish Food Authority, Helsinki, Finland. Available at http://finnsurv-assess-pwn.rahtiapp.fi , https://doi.org/10.5281/zenodo.3842358