Difference between revisions of "Turtle Sense"

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===2015 season===
 
===2015 season===
We are currently monitoring nests at the Cape Hatteras National Seashore. Activity as of July 20th 2015:
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We are currently monitoring nests at the Cape Hatteras National Seashore.  
  
*[http://nps.turtlesense.org:5000/plot/AA0005 NH002 (Sensor AA0005)]  (''Note, the days listed in the x-axis of this chart is off by 8 days.  Add 8 to the numbers you see.'') Hatching activity started several days ago and is starting to quiet down, but there is not yet an indication that emergence is imminent.  They could emerge tonight, but Tuesday evening, July 21st, is the most likely time.
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Nests that boiled:
*[http://nps.turtlesense.org:5000/plot/AA0006 NH003 (Sensor AA0006)] This nest just hit a new low.  If things get chaotic, emergence would be on Friday, more or less.
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*[http://nps.turtlesense.org:5000/plot/AA0007 NH004 (Sensor AA0007)]   This nest hit a new low yesterday and started getting chaotic. That would put emergence on Thursday, more or less.  Occasional connection problems are causing some data drop-outs.  Data drop-outs appear on the graph as straight lines for 4 hours or more.
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*[http://nps.turtlesense.org:5000/plot/AA0009 NH007R (Sensor AA0009)] The NPS reports that this nest boiled the night of July 20th.  There was too much noise in this nest to be able to make any predictions.  After the final count we'll know how predated the nest was.  If you imagine the data without all the spikes, you can imagine hatching data behind the noise.  This nest went very early -- day 51.
*[http://nps.turtlesense.org:5000/plot/AA0009 NH007R (Sensor AA0009)] To much noise in this nest to be able to see any clear patterns.  Likely heavily predated.  Also having some connection problems.
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 +
Hatching Activity as of July 20th 2015:
 +
 
 +
*[http://nps.turtlesense.org:5000/plot/AA0005 NH002 (Sensor AA0005)]  (''Note, the days listed in the x-axis of this chart is off by 8 days.  Add 8 to the numbers you see.'') Hatching activity started several days ago and has quieted down, indicating that emergence is imminent.  They could emerge tonight, Tuesday evening, July 21st.
 +
*[http://nps.turtlesense.org:5000/plot/AA0006 NH003 (Sensor AA0006)] This nest just hit a new low a couple of days ago and the data is getting chaotic, emergence will likely be on Friday, more or less.
 +
*[http://nps.turtlesense.org:5000/plot/AA0007 NH004 (Sensor AA0007)]   This nest hit a new low two days ago and started getting chaotic.   However, there was quite a bit of activity before then and some lost data, so this might indicate that hatchlings will emerge early.    I was predicting emergence on Thursday, more or less.  The activity seems to be quieting down, so I would not be surprised if this nest hatches before Thursday, perhaps even tonight.
  
 
No patterns of hatching activity yet for the rest of the sensors:
 
No patterns of hatching activity yet for the rest of the sensors:

Revision as of 14:24, 21 July 2015

Using high tech sensors and cell phone networks to protect sea turtle hatchlings
HIOC turtle sense logo.jpg

You can help support the project with a tax deductible donation (Click here).

Background

Hawaii turtle 2.JPG

Sea turtles have existed for 100 million years, but in the last century, the impacts of man through accidental capture in fishing nets, habitat destruction, pollution, and plastics in the ocean have significantly reduced populations by as much as 95%. Six of the seven species nest in the warmer beaches of the US, and all of these are protected by the Endangered Species Act of 1973. Although volunteer groups and park personnel can identify egg-laying sites almost immediately, the hatching date (when they emerge onto the beach) cannot be predicted—it will happen sometime in a six-week period beginning 50 days after the eggs are laid. All 100 to 150 of the sea turtle hatchlings in a nest usually appear simultaneously (mostly at night) on some unpredictable date during that six-week period. The hatchlings “boil” out of the sand and begin a dash to the ocean, one of the most touching sights in nature.

Beginning at 50 days after the eggs are laid, the National Park Service (NPS) at the Cape Hatteras National Seashore fences off a lane from the nest to the ocean and forbids other access to that lane until either the hatchlings appear or the 100 days has elapsed. This long protection period creates conflicts with other uses for beach access, such as fishing and vehicular movement for recreation and safety. Conflicts are inevitable, often leading to lawsuits.

Project Objective

This project is developing technology to help protect sea turtle hatchlings at their first crisis: emerging from the egg and making it to the ocean. Hatching happens on an unpredictable day sometime during a six-week window beginning 50 days after the eggs are laid. Predicting the hatching date to within a few days is the goal of this project.

The goal of the project is to develop simple, inexpensive technology for determining when a "boil" will occur with as much accuracy and reliability as possible. The current design employs a sensor that measures egg motion either as the embryos agitate in the egg or as the sea turtle hatchlings begin to pip out of the eggs or both. The results, perhaps including modeling, will hopefully be able to predict hatching dates (arrival on the beach) to a reliable one-to-three-day window, a significant improvement over the current six-week window. Developing a reliable technology for predicting hatching will allow the NPS to create a new protocol for protecting the nests, thus freeing up access to the beaches for a significantly longer time.

There are several possible beneficial side effects of the technology:

  • The technology can be used to help develop ecotourism around the hatching of sea turtles. Once people (especially young people) experience the hatching of these creatures, they may be much more likely to think positively about the welfare of sea turtles in the future.
  • If local people can develop an income around this ecotourism activity, they may be less averse to the obstructions to beach vehicles and foot traffic.
  • The technology might be useful for scientists studying sea turtles and might be adaptable for the study of other egg-laying species.

All the designs and software code will be published on this website and will be available for use worldwide. All data created by the system will be made available to researchers worldwide.

History

The device began with an idea from Eric Kaplan, founder of a company that develops Bluetooth wireless technology test equipment. Kaplan sold his company to his employees and later founded the Hatteras Island Ocean Center (www.hioceancenter.org), a nonprofit, 501(c)(3) ecology education center on Hatteras Island in North Carolina. Kaplan saw the need for this technology and approached his childhood friend Tom Zimmerman, an IBM Research–Almaden (San Jose, CA) electrical engineer for assistance. Zimmerman designed the sensor package in 2013 as a public service commitment from IBM. Tom recruited his college buddy, Samuel Wantman a retired software designer, and they worked on developing the first phase of the design with support from IBM and from the National Park Service. Britta Muiznieks, a biologist with the NPS has been coordinating the Park's involvement. The first phase of the project was a very quick and inexpensive hack of cell phones with a simple custom circuit board to test the viability of the project. The devices were tried in a few nests in 2013, but unfortunately it was too late in the season to get any data from viable nests. Even so, there was enough learned to make everyone involved in the project believe that there was the potential to make the technology work.

Wantman took over management of the project in 2014, as Zimmerman had to return to other commitments at IBM. Additional volunteers were recruited, including David Hermeyer a retired electrical engineer and Charles Wade a retired IBM Research manager. Phase Two of the project involves developing a more robust custom sensor embedded in a plastic sphere the same size and shape as a turtle egg, with industry standard technology for transmitting data over cell phone networks. Installation has begun on multiple sensors that the NPS is funding for field testing in 2014. The project inspired Samuel Wantman to start Nerdswithoutborders.net to help organize the project, recruit volunteers, and inspire other projects. All of the Turtle Sense project members, with the exception of the NPS employees, donate their time. The Hatteras Island Ocean Center is the sponsoring non-profit institution that administers receipt and disbursement of funds for materials and other expenses.

Phase One Description

A ping-pong ball sensor assembly placed in a sea turtle nest (field tests 2013). The cable coming from the sensor leads to the communications tower for the cell phone connection.

For Phase One, a motion and temperature sensor sealed in a ping-pong ball was placed in the sea turtle nest. It was connected to a hacked cell phone that was programmed with a very small low-powered microprocessor to send out text messages with the motion and temperature data. Turtle eggshells are thick and leathery, so the hatchlings need considerable effort to emerge from the egg. After leaving the egg, the hatchlings remain in the nest for two-to-four days before exiting (usually) as a group onto the beach. All the resulting motions should activate the accelerometer sensor and thus provide data to the phone network. Field tests done at Hatteras in 2013 were positive. The tests were done at the end of the nesting season, and unfortunately the eggs did not hatch. However, the signal from a single surviving hatchling was eight times larger than the background signal, giving hope for the extensive tests planned for 2014.

Phase One Results (2013 Turtle Season)

Phase One was a proof-of-concept field test undertaken during the 2013 turtle season. A motion-and-temperature sensor (Analog Devices ADLX362, 3-Axil, Digital Output MEMS accelerometer), soldered to a Sparkfun “breakout board,” was soldered to a CAT5 cable. The board was sealed in a Ping-Pong ball by filling it with “aquarium safe” silicone caulk. The Ping-Pong ball, about the size and shape of the sea turtle eggs, was placed in the sea turtle nest by National Park Service (NPS) rangers. The other end of the cable attached to the "egg" assembly was electrically connected to a hacked cell phone that was programmed with a very small, low-powered TI MSP430 microprocessor. The phone sent out text messages with the motion and temperature data every two hours. The cell phone was protected from the elements by a communications tower made from 4" PVC pipe and pipe fittings. Though the first device had its problems, field tests done at Hatteras in October 2013 were positive. The signal from the sensor close to a single hatchling was eight times larger than the background signal, giving hope for more extensive tests planned for 2014.

Phase Two Description

See also: Turtle Sense/Phase Two

Planning for Phase Two began during the implementation of Phase One. Samuel Wantman and David Hermeyer began working on the design for a more robust solution in the Fall of 2013. Units were installed by the NPS starting in June of 2014. We hope to install up to 20 sensors and 10 communications units through the Summer of 2014 and hope to predict some nest hatching beforehand.

Several problems were identified during Phase One that we hope to address in Phase Two:

  • The sensors had reliability problems communicating with the cell phones because of the long distance between the sensor and the microprocessor in the communications unit. This is being addressed in two ways. The sensor was mounted on a very small (1 inch by 1 inch) circuit board inside the "egg" that goes in the nest. The board also contains a microprocessor and a RS485 transceiver that allows reliable communication over very long cable lengths.
The 2014 communications assembly contains the circuit board, power supply, a microprocessor, an M2M cell phone board and RS485 transceiver. Inset is a quarter for size reference.
  • The cell phone, having been designed with a human interface, was often unpredictable. Occasionally messages would pop up prompting a human reply (like a notification that the phone was charging). This made programming the device difficult because of all of the possible messages and the timing of their appearance are not predictable. At one point, the devices stopped working because the cellular service provider required all its users to upload new operating software. An appropriate user response was not possible in field-installed pre-programmed units. Because of this problem, we adopted industry standard M2M (Machine to Machine) methods of sending data over a cellular network.
  • Text messages and disposable cell phones were not a cost-effective way to send large amounts of data. Phase Two uses FTP protocols with devices and data plans that have much less expensive data charges.
  • Hacked cell phones would be difficult to mass produce, so the new design uses off-the-shelf, plug-in cell phone boards and custom circuitry that can be mass produced.
  • Phase One used single-use D cell alkaline batteries. Phase Two uses rechargeable NiMH AA batteries and achieves longer battery life, as the package is carefully designed for low energy needs.
  • Most of the turtle-specific calculations are now done in the microprocessor embedded with the sensor in the "egg." The communication system is designed so that it can be modified for other sensors.
  • The silicone filling the ping-pong balls that housed the sensors in Phase One never cured. For Phase Two, we made a casting of a ping-pong ball (which is the same size and shape as a turtle egg), and used it to cast solid polyurethane "eggs" around the sensor circuit boards. The polyurethane is fully set in less than a day, does not out-gas, and is very hard and durable.

Phase Two results

2014 season

For more detail, see:

2015 season

We are currently monitoring nests at the Cape Hatteras National Seashore.

Nests that boiled:

  • NH007R (Sensor AA0009) The NPS reports that this nest boiled the night of July 20th. There was too much noise in this nest to be able to make any predictions. After the final count we'll know how predated the nest was. If you imagine the data without all the spikes, you can imagine hatching data behind the noise. This nest went very early -- day 51.

Hatching Activity as of July 20th 2015:

  • NH002 (Sensor AA0005) (Note, the days listed in the x-axis of this chart is off by 8 days. Add 8 to the numbers you see.) Hatching activity started several days ago and has quieted down, indicating that emergence is imminent. They could emerge tonight, Tuesday evening, July 21st.
  • NH003 (Sensor AA0006) This nest just hit a new low a couple of days ago and the data is getting chaotic, emergence will likely be on Friday, more or less.
  • NH004 (Sensor AA0007) This nest hit a new low two days ago and started getting chaotic. However, there was quite a bit of activity before then and some lost data, so this might indicate that hatchlings will emerge early. I was predicting emergence on Thursday, more or less. The activity seems to be quieting down, so I would not be surprised if this nest hatches before Thursday, perhaps even tonight.

No patterns of hatching activity yet for the rest of the sensors:

There are two more communications units that haven't been installed yet.

Phase Three Goals

Phase three began after the end of the 2014 season. The goals of Phase Three are:

  • To refine our hardware so that it is easier and cheaper to manufacture, more reliable, and easier to maintain.
  • Extend the firmware so that it has better error handling, can be updated in the field, and offers more features and usable data.
  • Create a working, somewhat complete website which does the following: automates the process of predicting hatching, reports predation events and over-washes; generates alerts for users; centralizes necessary data entry; and, allows open access of data for researchers and wildlife managers.
  • Test the equipment and features in several different environments.
  • Attend conferences to publicize our work and find additional organizations to team up with, and find additional volunteers to assist the project.
  • Create a plan to get the technology included in protocols that are acceptable to the US Fish and Wildlife service.

Most of the technical work to make this happen will need to be done during the winter of 2014-2015.

Phase Three Progress

Work is underway modifying the Turtle Sense hardware and software.

Hardware

  • The power supply of the unit is changing from 8 AA rechargeable batteries that just last for a season to a solar cell that will charge 3 AAA batteries. Preliminary tests indicate that this will be cheaper to produce, and last for many years -- as long as the life of the batteries -- before needing servicing. Initial testing is very positive. There is enough light on a very overcast day to keep the units running, and even with any light the units would continue running for several weeks.
  • Connections between the comm unit and the sensors will be made with coax cable. This will allow the connections to be modified and repaired in the field, greatly reduce the expense and time involved in creating the devices, and allow multiple sensors to be connected to the same comm unit. Power and two way communication will all use the same wire.
  • Expansion ports will be added for USB/SD support, Bluetooth and other wireless capabilities, and auxiliary connections for controlling and interfacing with other field equipment.
  • Since the batteries will not need annual servicing, the comm units will only have one sealed chamber instead of two. This will simplify the construction and installation of the devices
  • Upgraded microprocessors will expand available memory from 16K to 128K while lowering power usage.

Software

  • Expanded memory provides space for better error handling, increased data storage, and user code.
  • A protocol will be developed for interfacing with multiple sensors
  • Tools and libraries will be help others customize the hardware and software for other applications

Data

Data from the first report of the 2014 season

The Turtle Sense units constantly monitor and analyze motion to create a profile of its magnitude over time. The motion detector measures the change in acceleration (or "jolt") multiple times per second. The magnitude of the jolt is placed on a logarithmic scale divided into 25 different ranges. The ratio between the lower and higher limit of each range is the square root of two. A counter for each of the different ranges is incremented whenever a jolt reading is in that range. Each counter may be thought of as a bin. If a magnitude is in range, it is thrown into the bin for that range. After six minutes, the results are stored in a record along with a temperature and orientation reading, and a new set of bins counters is started. By looking at how many readings were in each bin, we can get an idea of what jolts occurred while the bins for that record were being filled. This allows us to compress several thousand readings into approximately 32 bytes of information. We lose precision with all the readings and the exact sequence, but we suspect that those details are not important. The 240 records created each day give us a very good idea of what is happening in the nest.

There has been some research that indicates that before emerging from the nest in a "boil," turtles that have hatched congregate underground near the top of the nest. It is thought that this motion stimulates the hatching of the turtles that haven't yet emerged. Our sensors, situated at the top of the nest, were able to record some noticeable disturbances several days before the turtles boil. We were able to see these disturbances in the data in almost all of the nests that we monitored in the 2014 season and were able to predict the date of the boil within a window of a few days.

Predictions from the data in 2014 were made by human observation of graphed data. We will be generating algorithms to predict hatching from our data and refining them to come up with a reliable automated process for predicting hatching a few days in advance.

Funding and Impact

A few days after the first units of Phase Two were installed, Hurricane Arthur hit. The units reported regularly before and after the storm without any problems. This picture was taken the day after the storm. Notice how all the text was sandblasted off the sign in the forefront. Cape Hatteras Lighthouse is just behind the dune.

The National Park Service has approved funding for testing in the field beginning in June 2014. Labor is being provided by NerdsWithoutBorder.net volunteers. Additional support has come from:

If the tests are successful, we will seek funding and volunteers to expand the program.

Success in this project would provide widespread, international advantages. As noted above, the stress could be lessened between the protection agencies and the fishing industry, recreational users, and tourism advocates, all of whom desire more beach access. More effective international protection will be available, since the protection resources can be concentrated close to the hatch date instead of being stretched over six weeks. With a tighter hatching schedule, the public would have the opportunity to observe the hatchlings heading for the sea, an observation available only randomly now. This would improve the public support of the turtles. NPS will use the hatch dates in on-site announcements and information centers, and the Hatteras Island Ocean Center will disseminate the information in their programs. Much of the research on sea turtle eggs and hatchlings in the world could benefit from more accurate predictions of the hatch date. For example, studies that require capturing hatchlings for research could be done with much greater efficiency. Also, the sensor/cell network could be adapted for measurements of other species, including birds. Given its modest cost and energy efficiency (long battery life), it may have other uses in environmental studies. All the design information will be available to the public on the wiki http://nerdswithoutborders.net. If the project is successful, this information will be made available at cost or close to cost if sponsors come forward.

You can help support the project with a tax deductible donation.

Britta Muiznieks, a wildlife biologist at the NPS Cape Hatteras Seashore in NC with a protected turtle nest. The 4" PVC pipe assembly tower was used in the 2013 testing. A smaller 3" structure holds the 2014 package because the electronics are smaller and AA rechargeable batteries have replaced D cells. Vandal-proofing is one aspect of the design. Britta does the field research for the NPS.

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Contact us

If you would like to help with this project, make suggestions, or offer a critique, please email: admin@nerdswithoutborders.net.