Personal Research and the Budget

Diane and I are working on a personal project to put together an acoustic sampling system that could yield information about the activity levels of snapping shrimp. Whitlow Au and his group have done this sort of thing out in the Pacific. Of course, they’ve gotten research funding to do it. We’re looking to do this out of our pockets, at least for the first proof-of-concept.

Snapping shrimp are small crustaceans. They stun their prey using an oversized claw. Well, that’s just half the story. Any crustacean with a claw might grab or bonk a prey item using a claw. Snapping shrimp create a cavitation event with a snap of their claw. The resulting burst of acoustic energy is a natural disruptor beam (obligatory SF reference can be checked off now). There’s some cool high-speed video of snapping shrimp doing their thing that got published some years back.

Those cavitation events are loud. Until human shipping noise is added to the picture, the single biggest item in the tropical to semi-tropical littoral marine acoustic environment is energy from snapping shrimp snaps. Part of the challenge for my dissertation work on dolphins clicks was coding a recognizer that would include dolphin clicks but exclude snapping shrimp snaps.

Because their method of prey capture produces a signal that travels significant distances, their activity can be tracked for a particular location just using acoustic recording. Because snapping shrimp are so widely distributed and so abundant anywhere there is structure in the (relatively shallow) marine environment, this can be done just about anywhere of interest: seagrass beds, reefs, mangrove swamps, etc.

We’re thinking of snapping shrimp as an indicator species. The various factors of their life history and acoustic features makes them well-suited for this role. A drop in snapping shrimp activity that doesn’t fit the usual diurnal and seasonal patterns would be taken as an indicator of declining ecosystem health.

But to get there, we have to be able to sample those acoustics. This is a job that we’re hoping to accomplish with an instrument we’ve budgeted $200 for parts. This is pretty much penny-pinching taken to an extreme. Here’s the basic gist of where we’re going.

We’re hoping to base the instrument on the new Raspberry Pi platform. This ARM-based Linux system comes with an SD-card interface plus USB. It doesn’t come with a clock. For places with a network connection, NTP can handle setting the time. For other places, we’re hopeful that a cheap USB GPS dongle will serve to provide both time and location. The RasPi also has no sound input, so a USB sound interface is needed. The RasPi needs a power supply, as do whatever USB devices we want to use, so a powered USB hub seems the best solution. We’ll need a hydrophone. That’s something we can make out of a piezo disk, cabling, and some waterproofing method (epoxy, urethane, or perhaps even Plasti-Dip). And that will need a preamplifier. This is where we might bust our budget.

The RasPi is $35. The GPS with USB is $28. The sound interface is $29. The powered USB hub is $27. A piezo disk is about $0.50, and the Plasti-Dip for it might cost a buck.

Some time back, Diane worked with engineers at the University of Texas at Austin’s Applied Research Lab on a dolphin biosonar project. They set out to make a preamp that would provide flat response from a few kilohertz up to two megahertz. The result was a circuit they called the Universal Dolphin Preamplifier. Depending on the discrete components on the circuit, it could be configured for 0, 20, or 40 dB of gain. Even though our first pass at an instrument would be strictly human audio range, I had hoped to be able to construct one of these preamplifiers for use in the project. That was before I started pricing the integrated circuits used in it. There are three of them, and the prices are $37, $16, and $13. All told, I’m estimating about $86 for the cost of parts for one preamplifier circuit. Instead, I’ll be looking to use a more common — and cheap — audio-range preamplifier for our first instrument to deploy.

There are some other things that would be useful to add that may not make it, like some sort of LCD panel to indicate system status. We may just go with some LEDs.

There are consequences of being cheap. The peak frequency of the broadband transient that is a snapping shrimp click is upwards of 50kHz. There’s energy at frequencies within the human audio range, so recording at that range will allow detection of snapping shrimp clicks, but not any sort of spectral analysis that would mean anything. That means just getting measures of activity, like number of detectable clicks. Recording a single point likewise doesn’t tell us much about spatial distribution of snapping shrimp being recorded. We might group clicks by relative received amplitude as a proxy for distance from the hydrophone. And because we’ll deploy an uncalibrated hydrophone, we won’t be getting absolute amplitudes out of the samples, everything will simply be relative.

Doing this for the maximum amount of information would thus imply use of calibrated hydrophones, multiple hydrophones to allow for acoustic localization, and sampling rates high enough to capture the full frequency range of snapping shrimp clicks. A calibrated hydrophone from a vendor could easily run over $1000 each. A system for recording four simultaneous channels of acoustic data at up to 500 kilosamples per second could be done for about $1000 using the Tern Micro GR4 ADC units and a microcontroller. That complete system could easily run between $6000 and $10000 all told. So for the moment we’ll stick with the limitations of doing science on a shoestring budget.

Wesley R. Elsberry

Falconer. Interdisciplinary researcher: biology and computer science. Data scientist in real estate and econometrics. Blogger. Speaker. Photographer. Husband. Christian. Activist.

2 thoughts on “Personal Research and the Budget

  • 2012/05/16 at 11:51 am

    In 2008, i picked up 3 Sansa Clip mp3 players for about $40 – about $13 each, from OK, the sale is over. But consider this. There’s a RockBox port to the device. RockBox has a C API for plugin apps. It currently has a metronome and electronic instrument tuner, etc. It has a half meg of RAM, 2 GB of solid state disk, a pretty fast CPU,9 buttons, a screen, a microphone, sound out, and can be powered while running via USB. Sounds like you could just start writing code.

  • 2012/05/17 at 6:22 am

    Well, I’m ready to compromise on a lot of things, but one thing I’m not prepared to do is to use an MP3 format for my recordings. The minimum entry-level for a recording has got to be a lossless representation, either the raw sample data or something like PCM in a WAV container.

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