652 lines
23 KiB
Markdown
652 lines
23 KiB
Markdown
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Plankton imaging with the PlanktoScope: A
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setup and sampling guide
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Forked from Planktoscope protocol for plankton imaging
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Lombard Fabien, Will Major
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1 Works for me
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Will Major
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ABSTRACT
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This is a instructional manual for setting up the PlanktoScope (V2.5) for regular data
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collection and processing, as well as a step-by-step guide for running samples.
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ATTACHMENTS
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Pollina et al 2020
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2020.04.23.056978v1.full.
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pdf
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EXTERNAL LINK
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<https://www.planktoscope.org/>
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PROTOCOL INFO
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Lombard Fabien, Will Major . Plankton imaging with the PlanktoScope: A setup and
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sampling guide. protocols.io
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<https://protocols.io/view/plankton-imaging-with-the-planktoscope-a-setup-andb5znq75e>
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MANUSCRIPT CITATION please remember to cite the following publication along with this protocol
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Pollina T, Larson A, Lombard F, Li H, Colin S, Vargas C de, Prakash M (2020)
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PlanktonScope: Affordable modular imaging platform for citizen oceanography.
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bioRxiv 2020.04.23.056978. doi: 10.1101/2020.04.23.056978
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FORK FROM
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Forked from Planktoscope protocol for plankton imaging, Lombard Fabien
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KEYWORDS
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plankton, PlanktoScope, imaging, microscope
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IMAGE ATTRIBUTION
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Fabien Lombard, Thibaut Pollina, Will Major
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CREATED
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Mar 07, 2022
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LAST MODIFIED
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Jul 14, 2022
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1
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PROTOCOL INTEGER ID
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59150
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GUIDELINES
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PlanktoScope is an optical instrument. Its optical elements (camera, lenses, flowcell) are
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highly sensitive to dust and dirt. We recommend that you never touch any of those
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component with fingers and store the PlanktoScope in a dust free and humidity free area
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(or in a box when not used).
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MATERIALS TEXT
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PlanktoScope
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Plankton Net
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200 µm sieve
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Optical paper
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Pine Pollen in Water and Pine Pollen dry
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SAFETY WARNINGS
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Planktoscope is an electronic device, powered with electricity. It is therefore sensitive to
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water.
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- Place it in an environment where water can not enter in contact with the instrument and
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secure its electrical part.
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- Be careful when manipulating samples, take care of having the exhaust tube in a "trash"
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contained to avoid spillage.
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- Glass parts are present (flowcell) and should be handled with caution (to avoid injury)
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and kept clean (avoid touching it with fingers).
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BEFORE STARTING
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Make sure to read through an entire subsection before taking any action.
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Initial connection and setup
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1
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Powering, connecting to and configuring the PlanktoScope.
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This section will introduce you to using your PlanktoScope:
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- subsections 1.1 and 1.2 cover turning on and connection to the machine;
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- subsections 1.3 - 1.7 will cover running the necessary tests to make sure your PlanktoScope is
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working as we
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expect.
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Please ensure you carefully read through each subsection before you take any action.
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1.1
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Power your Planktoscope by connecting power cable to the power input and
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turning on the wall switch. Within 1 minute of turning on your PlanktoScope, you
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should see the LED flash once.
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After a few minutes, you should see a new option for Wi-fi appearing on your
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2
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computer. Connect to it using the password: "copepode".
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For more information and alternative methods of connection, see the designer's
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Connectivity Tutorial here:
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1.2
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PlanktoScope - Connectivity Tutorial.pdf
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Open the PlanktoScope's User Interface (UI) on your web browser (Chrome,
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Firefox, Edge etc.) using the following webpage link (either click on the link or
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copy and paste into your browser):
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<http://192.168.4.1:1880/ui/>
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There are several tabs on the UI that can be used to adjust setting, run samples
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and take images. To navigate around the UI, all tabs are available from the Home
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tab, including the Shutdown button which we will use when we have finished
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using the PlanktoScope.
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We can also use the 'Hamburger Menu', situated in the top-left corner of the UI, to
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navigate between tabs.
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The 'Home' tab of PlanktoScope's User Interface.
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The 'Hamburger Menu' icon, situated in the top-left corner of the screen, can be used to
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navigate around the User Interface
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1.3
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Once the UI has loaded on your browser, navigate to the Optic Configuration tab
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and we will make sure the PlanktoScope is operating correctly .
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To test the PlanktoScope, navigate to the Optic Configuration tab:
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3
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The Optic Configuration tab which can be used to adjust the camera settings. If only Preview is visible
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on your screen, the other options should be available below by scrolling down or by adjusting 'Zoom'
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on your browser (usually Ctrl + scroll UP or DOWN on Windows or command + scroll UP or DOWN on
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Mac).
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a) Under Optic Characterisation, switch on the Light by clicking 'On'. You should
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see the Preview image turning from dark to light. The Preview image could be
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any colour so do not worry if yours does not show blue; it will be adjusted later.
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The red box highlights the location for turning on the LED. You will need to do this every time you use
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your PlanktoScope.
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b) Under Focus Adjustment, click 'UP 1MM' and 'DOWN 1MM' to ensure focus
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buttons turn the focus motor. You should see the mount moving further from (UP)
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or closer to (DOWN) the camera.
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4
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Red boxes highlight 'UP 1MM' and 'DOWN 1MM' that will move the Mount (pictured below).
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Green arrows highlight the movement of the Mount when using Focus Adjustment buttons on the Optic
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Configuration tab. 'UP 1MM' will move the Mount towards the right-hand side of the picture, while
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'DOWN 1MM' will move the Mount to the left-hand side of the picture.
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c) Under Fluidic Manual Manipulation, click clockwise arrow to check that the
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Peristaltic Pump is working. You should see the pump rotating in an clockwise
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direction.
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5
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The red square highlights the location of the clockwise arrow that will rotate your Peristaltic Pump in
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the same direction.
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The clockwise arrow from the Fluidic Manual Manipulation section should rotate your PlanktoScope's
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Peristaltic Pump in a clockwise direction.
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d) Under Camera Settings, change the ISO value. You should see changes to the
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Preview image. After this test, Set ISO to 100 .
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6
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The red box highlights the location of the ISO setting. You should see your Preview image change
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colour when you adjust this setting. Make sure it is set to 100 once you have tested this.
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1.4
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Now we will align the lenses in your PlanktoScope . To do this:
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a) Remove the Fluidic Path from the mount and gently lay to the side.
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Remove the Fluidic Path and lay to the side
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7
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Remove the Fluidic Path and lay to the side
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b) Make sure we have enough space to remove the lenses by clicking the 'UP
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1MM' button under Focus Adjustment.
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Red box highlights 'UP 1MM' button that will move the Mount away from the lenses.
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8
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Move the Mount away from the lenses using the 'UP 1MM' button to allow for outer lens removal.
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c) Remove the outermost lens (16MM).
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Remove the outermost (16MM) lens.
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d) On the Preview image on the Optic Configuration tab, you should see a light
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spot surrounded by darkness. By moving the 25MM lens on your PlanktoScope,
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you can move the light spot on the Preview image. Try to get the light spot as
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close to the centre of the Preview image as possible.
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With the 16MM lens removed, your Preview image should resemble this picture. If the light spot is not
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centred, gently reposition the 25MM lens until it is as close to centre as you can get it.
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Gently reposition the inner (25MM) lens.
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e) Once centred, place the outermost lens back to where you removed it from
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in step 3.
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Place the outer (16MM) lens back into position.
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11
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f) On the Preview, you may see darker areas in the corners. To get rid of the
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darker areas in the corner, reposition the outermost lens (16MM) while holding
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the innermost lens (25MM) steady; the darker corners should disappear. Try to
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achieve homogenous light across the Preview image.
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g) Place the Fluidic Path back into position.
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1.5
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Manually adjust the white balance of your PlanktoScope . Try pressing the
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Auto White Balance button to its 'on' and 'off' positions on the Optic Configuration
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tab; you will likely see the Preview image changing colour.
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We need to achieve the Preview image colour that the Auto White Balance
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feature provides, without using the Auto White Balance. Not using Auto White
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Balance enhances the performance of the PlanktoScope over time.
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To manually set to the White Balance, turn off the Auto White Balance and adjust
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WB: Red and WB: Blue until it looks white. Then switch AWB back on to see if it
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matches. Repeat this process until there is no colour change when clicking the
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AWB button.
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Set the AWB button to 'off' once you have completed this step.
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12
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The red box highlights how to manually adjust the white balance of the Preview image. In this example,
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the correct setting was WB: Red = 4 and WB: Blue = 1.21. The AWB button should be set to 'off' once
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you have completed this step.
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1.6
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Setup the 'Bubbler' :
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Locate the Bubbler.
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13
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Tie a knot in the Bubbler.
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Plug the Bubbler into one of the USB ports on the PlanktoScope.
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14
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Place the tubing into the Syringe so that it reaches the bottom.
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Affix the tubing to the Syringe using an elastic band, string or similar.
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15
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1.7
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Load in a practice sample and manually adjust the focus of the camera .
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a) Locate the Pine Pollen in Water sample and a Pasteur Pipette.
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b) Shake the Pine Pollen in Water sample, remove the lid, and use the Pasteur
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Pipette to transfer roughly 10 mL into the Syringe. Take this opportunity to check
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that your Bubbler is working appropriately: you should see no more than 4-5
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bubbles per second. Tighten the knot in the tubing to reduce the airflow if you
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need to.
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16
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c) From the Optic Configuration tab, run the Peristaltic Pump so that the Flow
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System is filled with the sample. Double-check that the tubing from your
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Peristaltic Pump runs into the Waste (Test Tube with dark blue lid).
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d) On the Optic Configuration tab under Focus Adjustment, use the 'UP 1MM'
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and 'DOWN 1MM' to adjust course focus , and 'UP 100UM' and 'DOWN 100UM' to
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17
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adjust fine focus . You will likely need to use the 'DOWN 1MM' to move the
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Mount close to the lenses before using the fine focus buttons. You should see
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small dark particles on the Preview image; these particles need to be in perfect
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focus, adjust until correct.
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Pine pollen particles in perfect focus in the Preview image.
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You may see the edge of the flow system in your Preview image (see the red box). To fix this, simply
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reposition the outer lens (16MM) as we did in step 1 .5 f .
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NB: if you do not see any particles, try adding a very small amount more of Pine
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Pollen to your Syringe by dipping the handle of a teaspoon into your dry Pine
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Pollen sample, and then into your Syringe sample. Then run the Peristaltic Pump
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once more to pass the sample with a higher concentration of Pine Pollen in front
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of the camera. Wash the spoon thoroughly after use.
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18
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The handle of a teaspoon dipped into dry Pine Pollen sample. Less is mo re!
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1.8
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To finish the setup , run the Pump from the Optic Configuration tab until all of
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the Pine Pollen sample has passed into the Waste. Fill the Syringe with tap water
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and run it through into the Waste to clean the PlanktoScope (you may need to
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empty the Waste into the sink/toilet before you do this).
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Shut down the PlanktoScope by navigating to 'Home', click the 'Unlock Button'
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and then click 'Shutdown'. Leave for one minute before turning off your
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PlanktoScope at the wall plug.
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Get your sample
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2
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Using a net to collect a sample
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2.1
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Remove the net from its bag and set aside the 200 µm sieve.
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19
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Within the net bag you will find the net (left of photo) and 200 µm sieve (right of photo).
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- Position yourself close to but a safe distance from the water's edge and ensure
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a stable footing.
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- Unspool the rope.
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- Hold the lead weight on the rim of the net along with the cod end in your
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throwing hand while holding the plastic handle tightly with your other hand, throw
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the net into the water.
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- Gently pull the net back towards you just before it hits the water to orientate it.
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Pull the net back towards to at a speed so that it is submerged but does not sink.
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For areas of fast flow, you may only have to perform one cast. With areas of
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sluggish or no flow, two or three casts may be necessary.
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2.2
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To get the sample from the net:
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- remove the cod end and spray its mesh sides with water from the Pasteur
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Pipette.
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20
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Remove the cod end from the net by twisting in an anti-clockwise direction. Ensure to keep the cod
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end upright.
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Spray mesh sides of the cod end with water from the Pasteur Pipette to ensure all particles move
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down into your sample.
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- Once you are satisfied that any particles are no longer stuck to the mesh sides,
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21
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you are ready to transfer your sample into a Falcon Tube. While holding the
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200µm sieve above a Falcon tube, slowly pour your sample so that it passes
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through the sieve and into the tube. Label your Sample and keep a record of its
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date, time and location.
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Position the 200 µm sieve above the Falcon Tube
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Pour your sample from the cod end, through the sieve and into your Falcon Tube.
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- Make sure you label your sample and keep a log of when and where you have
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collected it.
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22
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- Ensure to rinse your net and sieve in fresh water before the next use.
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Running a sample
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3
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This section covers your regular use of the PlanktoScope, and the setup and procedure you will
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undertake each time you want to run a sample.
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3.1
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Navigate to the Sample tab to set up running a sample through the
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PlanktoScope.
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The Sample tab on the PlanktoScope's UI
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a) Begin inputting Sample Identification information.
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Fill the entries shown by the red box:
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Project name = MAPPS
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Name of the operator = Your Name
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Station ID = Your sample location e.g River Thames or Southampton Water.
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b) Input the 'Net Throw Location' information including Latitude, Longitude,
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Date and Time before clicking the 'VALIDATE' button. The format for this section
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is strict and can be a bit of a fiddle; if you have not input the information perfectly
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23
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when you click 'VALIDATE', you will have to input the information from scratch.
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The next few images will show you how to input these pieces of information.
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b) i. Latitude and Longitude
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Use your web browser and navigate to <https://www.google.com/maps>
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ii. Click on your sample collection location on Google Maps and you should see a grey symbol that
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matches that in the red circle. If you do not see this symbol, try to adjust the position of your click
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slightly.
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iii. You will see coordinates in the red square (above), click on these numbers.
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24
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iv. The relevant information is the numbers in the red box (above) that are separated by a comma.
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Copy (Ctrl + C for Windows or command + C for Mac) the first number and paste (Ctrl + V for
|
|||
|
Windows or command + V for Mac) it into the Latitude entry on the Sample tab.
|
|||
|
The second number may have a minus sign before it. Do not include this. Copy the second number
|
|||
|
(without the minus sign) and paste it into the Longitude entry on the Sample tab.
|
|||
|
You then need to include °N in the Latitude box, and °E or °W depending on whether there was a minus
|
|||
|
sign before the number (minus = °W; no minus = °E). The easiest way to enter the degree symbol will
|
|||
|
be to copy and paste it from this document. Alternatively, on Windows you can press Alt + 0176 and
|
|||
|
on Mac you can press Shift + Option + 8.
|
|||
|
|
|||
|
v. Then enter the Date (and time) of your data collection (as in, the date and time
|
|||
|
you had your net in the water) in the format listed e.g. 2022-03-11 12:00
|
|||
|
vi. Then enter Time e.g. 12:00. Please ensure that the time in the Date section
|
|||
|
and Time sections match.
|
|||
|
vii. Click 'VALIDATE'
|
|||
|
|
|||
|
3.2
|
|||
|
|
|||
|
Run a sample by navigating to the Fluidic Acquisition tab.
|
|||
|
In the red box pictured below, update the following parameters:
|
|||
|
a) Acquisition Unique ID should be a three-digit number starting with 001 and
|
|||
|
25
|
|||
|
|
|||
|
increasing with each sample you run.
|
|||
|
b) Number of images to acquire should be 100
|
|||
|
c) Pumped Volume (mL) should be around 0.1
|
|||
|
d) Delay to stabilise image should be 0.5
|
|||
|
e) Flowcell should be 300 μm Capillary.
|
|||
|
|
|||
|
Once you have updated the parameters correctly, click 'UPDATE CONFIG'. Then,
|
|||
|
click 'START ACQUISITION' and the Pump and imager should start.
|
|||
|
|
|||
|
3.3
|
|||
|
|
|||
|
Once you have run your sample and collected the images, you will need to
|
|||
|
segment them (separate each image into images of individual particles).
|
|||
|
Navigate to the Segmentation tab.
|
|||
|
|
|||
|
1. Click on the "update acquisition's folder list"
|
|||
|
2. Select the samples you wish to segment
|
|||
|
3. Setup the different options of the segmenter (see below for idealised setup).
|
|||
|
26
|
|||
|
|
|||
|
- Recursive folder means that it will segment all samples within a selected
|
|||
|
sample
|
|||
|
|
|||
|
- Ecotaxa archive: it will create a zip file containing all files needed for a easy
|
|||
|
importation within ecotaxa
|
|||
|
- Force rework: if yes it will re-segment samples already segmented
|
|||
|
- Keep objects: it will keep the final segmented images visible in the planktoscope
|
|||
|
(that could be accessed by the gallery in the objects folder)
|
|||
|
|
|||
|
The idealised Control setup for segmenting images within the PlanktoScope User Interface
|
|||
|
|
|||
|
4. Scroll down and clic on start segmentation
|
|||
|
5. Wait for the segmenter status to turn to "Done"
|
|||
|
|
|||
|
6. Finally, download your segmented images from the PlanktoScope using
|
|||
|
FileZilla (described in section 4)
|
|||
|
Download your Plankton images
|
|||
|
|
|||
|
4
|
|||
|
You will need a computer connected to the planktoscope together with free software FileZilla
|
|||
|
(<https://filezilla-project.org/>)
|
|||
|
Open FileZilla
|
|||
|
Either click on the top right to create a new connection or use the quick-connection fields
|
|||
|
below
|
|||
|
Enter the following informations:
|
|||
|
Host: s<ftp://planktoscope.local> (192.168.4.1 should also works)
|
|||
|
27
|
|||
|
|
|||
|
Username: pi
|
|||
|
Password: copepode
|
|||
|
Port: 22
|
|||
|
|
|||
|
click on connect
|
|||
|
on the bottom panels you have (on the left) the access to what is in your computer and (on the
|
|||
|
right) the access to what is in the planktoscope (click and slide to transfer data in between
|
|||
|
both)
|
|||
|
|
|||
|
Exports file for EcoTaxa are in /home/pi/data/export/ecotaxa
|
|||
|
Raw images files are in /home/pi/data/img
|
|||
|
Different control files to check the segmentation process (../images after background substraction,
|
|||
|
masks of the different objects etc) are in /home/pi/data/clean
|
|||
|
Final vignettes are in /home/pi/data/objects
|
|||
|
Once you have downloaded the images, you can clean and shutdown your PlanktoScope (see the
|
|||
|
next section), and reconnect to the internet.
|
|||
|
Clean the planktoscope
|
|||
|
|
|||
|
5
|
|||
|
|
|||
|
1. Drain the sample out of the syringe
|
|||
|
2. Disconnect the syringe and clean it with tap water (or even distilled water)
|
|||
|
3. Pump (at high speed!) the full content of the fluidic system to remove any liquid
|
|||
|
4. Reconnect the syringe
|
|||
|
5. Fill it with tap water (or distilled water)
|
|||
|
6. Pump (at high speed!) while regularly pinch the tubing to detach any plankton in the system
|
|||
|
(see
|
|||
|
|
|||
|
)
|
|||
|
|
|||
|
7. Drain again the syringe (repeat steps 7.2-7.7 at least 2 more times until no plankton is
|
|||
|
visible on the camera)
|
|||
|
8. Finally drain the system
|
|||
|
Shut down the PlanktoScope by navigating to 'Home', click the 'Unlock Button' and then clicking
|
|||
|
'Shutdown'. Leave for one minute before turning off your PlanktoScope at the wall plug.
|
|||
|
28
|
|||
|
|
|||
|
Upload your images on EcoTaxa
|
|||
|
|
|||
|
6
|
|||
|
At First connection:
|
|||
|
Create an account on EcoTaxa (<https://ecotaxa.obs-vlfr.fr/>) by clicking on the top right "log
|
|||
|
in/register"
|
|||
|
|
|||
|
Put your real name and a valid mail so that you can be contacted
|
|||
|
|
|||
|
29
|
|||
|
|
|||
|
6.1
|
|||
|
|
|||
|
Once logged you can consult the project on which you are registered by clicking
|
|||
|
onto "contribute to a project " on the main page.
|
|||
|
Our project is called #4970 PlanktoScope - MAPPS - 2021
|
|||
|
You must first notify a project manager who will assign you permissions
|
|||
|
|
|||
|
6.2
|
|||
|
|
|||
|
upload the ecotaxa archives (see step 4) on the EcoTaxa ftp
|
|||
|
using Filezilla (see
|
|||
|
|
|||
|
) create a connection by using the following information:
|
|||
|
|
|||
|
Select File > Site Manager...
|
|||
|
Create a New Site called : Ecotaxa_VLFR
|
|||
|
In General tag :
|
|||
|
Host : plankton.obs-vlfr.fr
|
|||
|
Protocol : FTP – File Transfer Protocol
|
|||
|
Encryption : Only use plain FTP (insecure)
|
|||
|
Logon Type : Normal
|
|||
|
User : ftp_plankton
|
|||
|
Password : Pl@nkt0n4Ecotaxa
|
|||
|
30
|
|||
|
|
|||
|
Once this is done you could use FileZilla to load the Zip files downloaded from the
|
|||
|
Planktoscope onto the EcoTaxa ftp server (e.g.
|
|||
|
/Ecotaxa_Data_to_import/PLANKTONSCOPE)
|
|||
|
|
|||
|
Please eventually create your own folder to "try" to keep it clean and
|
|||
|
tidy
|
|||
|
Please think to regularly remove those temporary files from the ftp,
|
|||
|
at this point they are not secured at all and everybody can access
|
|||
|
them (and disk space is not free)
|
|||
|
|
|||
|
6.3
|
|||
|
|
|||
|
In the project on your 'Project' options button, select import images and metadata
|
|||
|
|
|||
|
6.4
|
|||
|
|
|||
|
locate your file on the ecotaxa ftp folders and import it (only works for one zip file
|
|||
|
at a time for now)
|
|||
|
|
|||
|
31
|
|||
|
|
|||
|
Maintenance of your planktoscope
|
|||
|
|
|||
|
7
|
|||
|
|
|||
|
Clean tubing and flowcell from inside
|
|||
|
imaging plankton will lead to have a lot of organic material and seawater in the fluidic system.
|
|||
|
Some may clog or accumulates in some parts of the fluidic system.
|
|||
|
|
|||
|
1. Don't let it dry and try to get rid of it as soon as possible (if its occurs during sample acquisition,
|
|||
|
even abort this latter, take care of the clog, maybe dilute the sample
|
|||
|
acquisition while noting that the sample got diluted in the metadata
|
|||
|
|
|||
|
and restart
|
|||
|
)
|
|||
|
|
|||
|
2. Pump tap or distilled water with high pumping rates helps to unclog the system. make sure no
|
|||
|
plankton organisms remain in the fluidic system and especially on the internal walls of the
|
|||
|
flowcell. If it is the case don't hesitate to pinch (during 1-2 second) and release the tubing
|
|||
|
between the flowcell and the pump while pumping to create a sudden variation of pressure
|
|||
|
(e.g.
|
|||
|
|
|||
|
)
|
|||
|
|
|||
|
3. Over time, wet conditions and organic matter may create favorable condition for the growth of
|
|||
|
a bacterial film. The flowcell and tubing will look dirty from the inside. You can avoid this by
|
|||
|
pumping diluted bleach sometimes, let it act for 1-2 hours and carefully rinse the whole
|
|||
|
system
|
|||
|
4. Water, bacteria, and bleach together may favour the apparition of a calcium carbonate film
|
|||
|
inside the tubing and flowcell. It may either appear as dispersed cristals attached inside the
|
|||
|
flowcell or a white coating inside the tubing. To remove and clean this, pump some acidic
|
|||
|
solution (vinegar, citrus juice or other kind of other acids), let it rest for a few hours and rinse
|
|||
|
the system
|
|||
|
Clean flowcell outside:
|
|||
|
The flowcell is an optical critical component, keeping it clean is an absolute necessity. Don't touch
|
|||
|
it with fingers or other kind of dirty material. If dirty:
|
|||
|
1. if only dry dusts are present, gently blow the flowcell (ideally with dry gas dispenser at a large
|
|||
|
distance - dry gas dispenser are also creating thermal chocs if used from too close, test it on
|
|||
|
other material before)
|
|||
|
2. if dirt in not only dry dusts it could be cleaned with optical paper and ethanol. DO NOT USE
|
|||
|
CLASSICAL WIPING PAPER which are usually enriched in silica fibers for solidity ... and
|
|||
|
may create scratches on the flowcell. (disposable nose tissue are better alternative if optical
|
|||
|
paper is not available)
|
|||
|
|
|||
|
Clean optical lenses
|
|||
|
as for the flowcell, optical lenses are critical elements of your planktoscope and should be kept as
|
|||
|
clean as possible. It starts by never touching them with fingers (cleaning those would requires a
|
|||
|
lot of patience, efforts and may even lead to unexpected disappointments)
|
|||
|
|
|||
|
1. dry dust: dry gas (with even more caution than previously
|
|||
|
2. others: only used optical paper
|
|||
|
clean the camera sensor
|
|||
|
... critical part if any, NEVER touch it, only use dry gas
|
|||
|
regularly calibrate the pump
|
|||
|
External links
|
|||
|
|
|||
|
8
|
|||
|
|
|||
|
Planktoscope website
|
|||
|
<https://www.planktoscope.org/>
|
|||
|
32
|
|||
|
|
|||
|
Planktoscope github
|
|||
|
<https://github.com/PlanktonPlanet/PlanktoScope>
|
|||
|
Planktoscope complete assembly guide and complete documentations
|
|||
|
<https://planktonscope.readthedocs.io/en/latest/>
|
|||
|
Planktoscope Slack channel (to exchange ideas/protocols/solutions)
|
|||
|
<https://forms.gle/qvh5jwuMvmyBKMQC7>
|
|||
|
Plankton Planet website
|
|||
|
<https://planktonplanet.org/>
|
|||
|
EcoTaxa tutorials:
|
|||
|
<https://sites.google.com/view/piqv/ecotaxa?authuser=0>
|
|||
|
<https://www.youtube.com/watch?v=PSO6ZS765tk>
|
|||
|
<https://www.youtube.com/watch?v=RaWUqIoKk0E>
|
|||
|
|
|||
|
33
|