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    Humidity Compensation

    Written by Aryballe Support

    Updated at November 21st, 2023

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    Table of Contents

    Note Basics Lexicon Principle Computation of a sample's▲rH Humidity compensation in DOH Example

    Note

    This feature of the Digital Olfaction Hub (DOH) is only avalaible on request. Please contact your FAE or support@aryballe.com if you are interested.

     

     

    Basics

    Lexicon

    • rH : relative Humidity (measured by humidity sensor)
    • delta rH or ▲rH : sample’s delta rH. See dedicated paragraph for more details

     

    Principle


    To reduce the effect of water on VOC for a specific NeOse Advance, water’s odor is substracted to samples’ odor.

    First we compute water’s affinity of this device:

    Then, each VOC’s signatures is corrected as follow:

     

    This requires:

    • a water sample in the analyzed data ( at least 3 replicats);
      • the water sample must be from more or less the same date as the other samples analyzed data (Aryballe recommends +/- 24h);
      • the water sample must be from the same device and the same Core Sensor;
    • For VOCs except water, rH is between 20% and 60%. Otherwise results are not garanteed.

     

     

    Computation of a sample's▲rH

    Here is a sensogram for a specific sample:

    Captions

    • colored lines: biosensors' response to the selected sample and water, a.k.a. sensogram
    • grey zone: selected baseline timeframe
    • light blue zone: selected analyte timeframe
    • pink dashed line: rH measured by humidity sensor
    • line with the water drop: the value of this sample's ▲rH which is used for the humidity compensation computation and when this value happens first.

     

    The sample's ▲rH is computed following this rule: average humidity over the baseline timeframe, minus the highest value (or lowest value) within the analyte timeframe. Moreover, if the sample is dryer than the baseline, the delta rH <0, and then the water's odor will be added to the sample's odor.

     

    Note that the humidity sensor (aka HIH) is usually late compared to the sensorgam because:

    1. Slow convergence rate of HIH sensor;
    2. Distance between the Core Sensor and HIH sensor (NOTE that the HIH sensor is placed after the Core sensor).

    That’s why a long analyte is used in the example in the following paragraph.

     

    Humidity compensation in DOH

    Once a generated session is opened and analyte zones selected, click on Settings (double cogs icon):

    The setting panel is then displayed. Select your water acquisition as the reference :

    All results displayed in the session (expects sensogram and Intensity diagrams) are immediately affected.

     

    Example

    The following dataset contains 7 samples defined as such:

    • Sample named “Gold X”  - 500 µL
    • Sample named “Gold X”  - 500 µL + H2O 500 µL
    • H2O 500 µL

     

    In this example, here is the selected dataset:

     

    And here is the average biosensors responses for each sample without any correction:

     

    We can visualize water’s signature:

     

    Once Humidity compensation is applied with “Water” as the calibrant:

    “Water” signatures is no longer displayed and is no longer in the PCA either:

    humidity correction

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