Entering in the world of Photogrammetry

By Leila Lemos, Ph.D. Student, Department of Fisheries and Wildlife, OSU.

 

Hello everybody with the first post of the year from the GEMM Lab!!

The year of 2016 has just begun and with that comes new projects and great expectations about my PhD project.

During this week I am going to learn how to measure gray whales (Eschrichtius robustus) using aerial images that were captured during last summer’s pilot field season along the Oregon Coast led by my advisor Dr. Leigh Torres.

Dr. Torres aimed to test the methodology for our project that will combine these whales’ measurements data with hormonal analysis to assess the overall health of gray whales.

The aerial videos and images were taken through an unmanned aerial system (UAS) that is composed of a flying unit and an on-board camera. An example of this system can be seen below, in Figure 1.

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Figure 1: Dr. Leigh Torres re-captures the UAS (DJI Phantom 3) while at sea after an over flight of a gray whale.

Source: Leigh Torres, 2015.

 

The measurement of the whales through aerial images is known as “photogrammetry” and this method can give us important information about the whales through this unique overhead perspective, such as individual identification using natural markings, sex and reproductive condition based on size estimation, and individual-based changes in growth, health and body condition (nutritive condition) over time through replicate samples.

Perryman and Lynn (2002) used images captured from planes and adopted four different measurements for each photographed whale: the total length (Lt), the width of the whale at its widest point (Wm), the distance from the tip of the rostrum to the widest point (RWm), and the width of the flukes (Fw), as shown in the Figure 2. Using these methods, this study was able to identify pregnant females and found that southbound migrating gray whales were significantly wider than northbound whales.

Captura de Tela 2016-01-08 às 4.49.47 PM

Figure 2: Features measured on vertical photographs in gray whales

Source: Perryman and Lynn, 2002.

 

We plan to build upon this established method by measuring width at multiple points along the whale’s body, in addition to the total length.

Images taken of the same individuals during different temporal periods can reveal variations in their body condition.

We aim to collect images of the same individuals at the beginning and end of a foraging season and hypothesize that due to weight gain and increased blubber mass the width of animals will increase. Additionally, when images of indiviudals are compared between years we hypothesize that body condition changes due to major events such as pregnancy, entanglements, skin lesions, and predation events, will be linked to changes in body condition.

We will relate these photogrammetry data to hormonal data on stress and reproductive status in order to describe individual stress variation as it relates to size, health, location, year, reproductive status and ocean noise levels.

During the pilot field season, six gray whale fecal samples were collected and hormonal levels in these samples were analyzed showing positive results. Based on the success of the pilot field season, I believe my PhD project will produce exciting and informative data about gray whale ecology by linking physiology and morphometrics.

I am excited to begin my thesis research and, until my field season starts next summer, you can find me measuring gray whales!

To illustrate, below are a few aerial images taken of gray whales off Newport, Oregon, using a UAS, which we will use to conduct photogrammetry (all photos taken under NMFS permit 16111 issued to John Calambokidis).

Captura de Tela 2016-01-03 às 1.29.00 PM Captura de Tela 2016-01-03 às 1.28.43 PM Captura de Tela 2016-01-03 às 1.28.25 PM

And, just for fun, here is a UAS clip of a foraging gray whale in a kelp bed off the coast of Oregon to give a sense of the unique perspective we can get on animal behavior.

* Taken under NMFS permit 16111 issued to John Calambokidis.

This research is facilitated through the collaboration with OSU’s Aerial Imaging Systems Lab (http://ais.forestry.oregonstate.edu/), and Cascadia Research Collective (http://www.cascadiaresearch.org/).

Until next time and thanks for reading!

 

Bibliographic Reference:

Perryman WL, Lynn MS. 2002. Evaluation of nutritive condition and reproductive status of migrating gray whales (Eschrichtius robustus) based on analysis of photogrammetric data. J. Cetacean Res. Manage. 4(2):155-164.

Successfully a Master, or at Least a Bit More Enlightened

By Courtney Hann (M.S. Marine Resource Management)

A week ago, I successfully defended my Masters of Science thesis on “Citizen Science Research: A Focus on Historical Whaling Data and a Current Citizen Science Project, Whale mAPP”, which included a 60 minute presentation to my committee, colleagues, friends, and family. Although a bit nervous at the start, my two weeks of revisions and practice prepared me to enjoy the experience once it started, and be thankful for all of the guidance and knowledge I have gained while at Oregon State University and with the Geospatial Ecology of Marine Megafauna Lab.

PresentationM.S. pic

My thesis focused on the value of collaboration and creativity in developing new methods for gathering and analyzing marine mammal data; and was driven by the overall question of

How do we study marine mammals over vast spatial and temporal scales without breaking the bank, while still being scientifically rigorous?

This is important because marine mammal data collected over large spatial and temporal scales is relatively rare, and requires extensive collaboration and funding (Calambokidis et al. 2008; Dahlheim et al. 2009). A majority of marine mammal research is conducted over limited time frames (weeks to months) and on local spatial scales, requiring the data to be extrapolated out in order to understand regional patterns (Baker et al. 1985; Rosa et al. 2012). As a result, ecological modeling and other analyses are limited by geographic and temporal scale (Hamazaki 2002; Redfern et al. 2006).

I presented two potential approaches to the use of citizen science data to cost-effectively study marine mammal distributions across vast spatial and temporal scales. The first method is described below:

(1) Use the oldest form of large cetacean citizen science data, historical whaling records, to analyze species trends across extensive spatial and temporal scales. Amazingly, these 200-year-old records provide some of the most informative data for highlighting regional and global marine mammal distributions and abundance estimates (Gregr and Trites 2001; Torres et al. 2013). This information is vital for adapting management strategies as populations recover, change their distribution due to climate changes, or undergo various interactions with humans (net entanglements, ship strikes, competition for commercially important fish and invertebrate species, etc.).

Replicating such datasets today is not fiscally feasible with traditional research methods, but distribution data is still vital for understanding how populations have changed over time and how they are responding to large-scale climate and anthropogenic changes. Modern day citizen science research may be the solution to collecting such baseline data. Therefore, the following second method was evaluated:

(2) Data collected by 39 volunteers using the marine mammal citizen science app, Whale mAPP (www.whalemapp.org), over the summer of 2014 was examined to interpret various spatial, users, and species biases present in the dataset. In addition, the educational benefits, user motivations, and suggestions for revisions to the citizen science project were investigated with two user surveys. Results were used to revise Whale mAPP and highlight both the potential and limitations of citizen science data collected with Whale mAPP.

While I believe in the power of citizen science research for expanding our knowledge of large-scale marine mammal distributions, it is important to continue to interpret the biases in the dataset and truly examine how we can use the results for research. For, although collecting an abundance of data may be fun and exciting, careful examination of the methods and analyses techniques are vital if we hope to one day use the data to inform management and conservation decisions. I hope that my research contributes not only to this knowledge, but also to opening our eyes to the value of embracing a new method of data collection. Such a method relies on collaboration across various disciplines including biologists, managers, educators, app developers, volunteers, and statisticians. Maybe someday a current citizen science project, such as Whale mAPP, will provide a dataset as vast, abundant, and valuable as historical whaling records. Even the possibility of accomplishing such a goal is worth fighting for.

pic3

Literature Cited

Baker, C. S., L.M. Herman, A. Perry, et al. 1985. Population characteristics and migration of summer and late-season humpback whales (Megaptera novaengliae) in Southeastern Alaska. Marine Mammal Science 1:304–323.

Calambokidis, J., E.A. Falcone, T.J. Quinn, et al. 2008. SPLASH: Structure of Populations, Levels of Abundance and Status of Hump- back Whales in the North Pacific. Final Report for Contract AB133F-03-RP- 00078 prepared by Cascadia Research for U.S. Department of Commerce.

Dahlheim, M. E., P.A. White and J.M. Waite. 2009. Cetaceans of Southeast Alaska: distribution and seasonal occurrence. J. Biogeogr 36:410–426

Gregr, E.J., A.W. Trites. 2001. Predictions of critical habitat for five whale species in the waters of coastal British Columbia. Canadian Journal of Fisheries and Aquatic Sciences 58:1265–1285

Hamazaki, T. 2002. Spatiotemporal prediction models of cetacean habitats in the mid-western North Atlantic Ocean (from Cape Hatteras, North Carolina, USA to Nova Scotia, Canada). Marine Mammal Science 18:920–939.

Redfern, J.V., M.C. Ferguson, E.A. Becker, et al. 2006. Techniques for cetacean-habitat modeling. Marine Ecology Progress Series 310: 271–295.

Rosa, L. D., J.K. Ford and A.W. Trites. 2012. Distribution and relative abundance of humpback whales in relation to environmental variables in coastal British Columbia and adjacent waters. Cont. Shelf Res. 36:89–104.

Torres, L. G., T. D. Smith, P. Sutton, A. MacDiarmid, J. Bannister, and T. Miyashita. 2013. From exploitation to conservation: habitat models using whaling data predict distribution patterns and threat exposure of an endangered whale. Diversity and Distributions 19:1138-1152.

Looking back on a busy field season

Solène Derville, EnTroPie Lab, Institute of Research for Development, Nouméa, New Caledonia (Ph.D. student under the co-supervision of Dr. Leigh Torres)

After one month and a half in the field, I am now comfortably sitting at my desk in the Institute of Research for Development (IRD) in Nouméa and I am finally finding the time to look back on my first marine mammal field experience.

The New Caledonian South Lagoon is certainly not the worst place on earth to study whales. While some people spend hours trying to spot extremely rare and shy species living in freezing cold polar waters, I have to endure a 25°C temperature, turquoise waters and a study species desperate for attention (series of a dozen breaches are not uncommon). As with all field work, there were ups and downs but following humpback whales during the 2015 breeding season was by far the most exhilarating field experience I’ve ever had.

During the austral winter, humpback whales are thought to travel and stay in different areas of the New Caledonian Economic Exclusive Zone. Using satellite telemetry, several seamounts (e.g. Antigonia), banks (e.g. Torche bank) and shallow areas have been shown to play an important role for breeding and migrating humpback whales (Garrigue et al. In Press). However, as much as we would like to study whales in these areas, offshore field missions are logistically and financially hard to conduct. This is why most of the data on humpback whales in New Caledonian waters have been collected in coastal waters, and more specifically in the South Lagoon. Opération Cétacés, a local NGO, has been studying whales in this area for about two decades and I was lucky to participate in this year’s field season with their experienced team.

The South Lagoon of New Caledonia
The South Lagoon of New Caledonia

The usual day in Prony (the village that we live in during the whale season) usually starts early. We get up at about 5:30, and start by engulfing a bowl of porridge (nicknamed “globi” and considered as a highly exotic dish). By 6:30 everyone is standing in our rigid-hulled inflatable boat, listening to the weather forecast on the radio. After a 15 minute trip across the bay of Prony, two people disembark and climb to a land-based lookout, the N’Doua Cape, where they will spend the day trying to spot humpback whales and guiding the boat towards their location via VHF radio communication. The vessel-based team slowly approaches the whale groups to do photo-identification (using the unique marks on the ventral surface of the tail flukes), biopsy collection, and behavioral activity monitoring. The particular coastal geography of this study area (see previous post: Crossing Latitudes) allows us to uniquely combine land-based and boat-based surveying. These methods increase our encounter rate and allow us to collect more individual-based data. Yet, compared to a standardized boat-based surveys, our survey effort is much more complex to estimate and account for in a spatial distribution model.

This season, the number of whale encounters was particularly high. We spent 31 days at sea and observed a total of 99 groups. Using photo-identification, we documented 113 different individuals, some of which were first observed more than 15 years ago! Biopsy samples were collected from 139 different individuals and we managed to record 4h of songs performed by six different whales. Given that the size of the New Caledonian population is currently thought to be less than 1000 individuals, our sampling is not too bad!

A calf breaching out of the water on a late afternoon. No wonder humpback whales are favored by whale-watching companies, they can be very active at the surface!
A calf breaching out of the water on a late afternoon. No wonder humpback whales are favored by whale-watching companies, they can be very active at the surface!
These two adult whales were part of a very active competitive group of eight individuals and displayed a peculiar behavior that included gently rolling and rubbing themselves against each other.
These two adult whales were part of a very active competitive group of eight individuals and displayed a peculiar behavior that included gently rolling and rubbing themselves against each other.

Another great achievement of this season was the tagging of two adult humpback whales with ARGOS satellite-tracking devices. It was a thrilling experience to be part of this procedure and witness the level of concentration and experience required to place a tag on a whale. Our two individuals, one a presumed male and the other a female with calf, were respectively baptized Lutèce (the name Romans gave to Paris) and Ovalie (an old fashioned way to call rugby in France). Their tags transmitted for 15 and 20 days respectively, which was not long enough to follow their migration south towards Antarctica. Yet, both whales spent time on seamounts that are known to play an important role for humpback whales in the region. We were very interested in Ovalie’s track (map given below), as she travelled along the Loyalty ridge, a seafloor structure of great interest to us. We suspect that whales could be using this ridge as a navigational aid and/or using shallow areas (seamounts and banks) along the ridge as resting or breeding habitats. The amount of humpback whales present in this area and the eventual role played by oceanic features along the Loyalty ridge will be the subject of my future research.

Raw ARGOS track: Ovalie visiting seamounts south of New Caledonia and then travelling towards the Loyalty ridge (Don’t worry whales didn’t start walking on land since you saw your last National Geographic documentary; the accuracy of the satellite transmitter is to blame. For some of these points accuracy simply can’t be estimated –classes A and B- and unrealistic locations will have to be removed before performing analysis. In general, accuracy of ARGOS locations ranges between 250 and 1500m).
Raw ARGOS track: Ovalie visiting seamounts south of New Caledonia and then travelling towards the Loyalty ridge (Don’t worry whales didn’t start walking on land since you saw your last National Geographic documentary; the accuracy of the satellite transmitter is to blame. For some of these points accuracy simply can’t be estimated –classes A and B- and unrealistic locations will have to be removed before performing analysis. In general, accuracy of ARGOS locations ranges between 250 and 1500m).

 

But now that we have all this data, let’s get back to work! As much as I love being in the field, there comes a time when you have to sit in front of your computer and try to make sense of all this information you collected.

And that is where my collaboration with the GEMM Lab comes in! I am looking forward to visiting Newport once again in December and to start shedding a light on the ‘How’s and ‘Why’s of New Caledonian humpback whales’ space use.

Literature cited:

Garrigue, C., Clapham, P. J., Geyer, Y., Kennedy, A. S., & Zerbini, A. N. (In Press). Satellite tracking reveals novel migratory patterns and the importance of seamounts for endangered South Pacific Humpback Whales. Royal Society Open Science.

 

On learning to Code…

By Amanda Holdman, MSc student, Dept. Fisheries and Wildlife, OSU

I’ve never sworn so much in my life. I stared at a computer screen for hours trying to fix a bug in my script. The cause of the error escaped me, pushing me into a cycle of tension, self-loathing, and keyboard smashing.

The cause of the error? A typo in the filename.

When I finally fixed the error in my filename and my code ran perfectly – my mood quickly changed. I felt invincible; like I had just won the World Cup. I did a quick victory dance in my kitchen and high-fived my roommate, and then sat down and moved on the next task that needed to be conquered with code. Just like that, programming has quickly become a drug that makes me come back for more despite the initial pain I endure.

I had never opened a computer programming software until my first year of graduate school. Before then Matlab was just the subject of a muttered complaint by my college engineering roommate. As a biology major, I blew it off as something (thank goodness!) I would never need to use. Needless to say, that set me up for a rude awakening just one year later.

The time has finally come for me to, *gulp*, learn how to code. I honestly think I went through all 5 stages of grief before I realized I was at the point where I could no longer put it off.

By now you are familiar with the GEMM Lab updating you with photos of our charismatic study species in our beautiful study areas. However, summer is over. My field work is complete, and I’m enrolled in my last course of my master’s career. So what does this mean? Winter. And with winter comes data analysis. So, instead of spending my days out on a boat in calm seas, watching humpbacks breach, or tagging along with Florence to watch gray whales forage along the Oregon coast, I’ve reached the point of my graduate career that we don’t often tell you about: Figuring out what story our data is telling us. This stage requires lots of coffee and patience.

However, in just two short weeks of learning how to code, I feel like I’ve climbed mountains. I tackle task after task, each allowing me to learn new things, revise old knowledge, and make it just a little bit closer to my goals. One of the most striking things about learning how to code is that it teaches you how to problem solve. It forces you to think in a strategic and conceptual way, and to be honest, I think I like it.

For example, this week I mapped the percent of my harbor porpoise detections over tidal cycles. One of the most important factors explaining the distribution and behavior of coastal marine mammals are tides. Tidal forces drive a number of preliminary and secondary oceanographic processes like changes in water depth, salinity, temperature, and the speed and direction of currents. It’s often difficult to unravel which part of the tidal process is most influential to a species due to the several covariates related to the change in tides , how inter-related those covariates are, and the elusive nature of the species (like the cryptic harbor porpoise). However, while the analysis is preliminary, if we map the acoustic detections of harbor porpoise over the tidal cycle, we can already start to see some interesting trends between the number of porpoise detections and the phases of the tide. Check it out!

reef3_clicks

Now, I won’t promise that I’ll be an excellent coder by the end of the winter, but I think I might have a good chance at being able to mark the “proficient” box next to Matlab and R on my first job application. Yet, whatever your reason for learning code – whether you are an undergraduate hoping to get ahead for graduate school, a graduate student hoping to escape the inevitable (like me), or just someone who thinks getting a code to work properly is a fun game – my advice to you is this:

Google first. If that fails, take mental breaks. Revisit the problem later. Think through all possible sources of error. Ask around for help. Then, when you finally fix the bug or get the code to work the way you would like it to, throw a mini-party. After it’s all over, take a deep breath and go again. Remember, you are not alone!

Happy coding this winter GEMM Lab readers – and I wish you lots of celebratory dancing!

New Zealand’s mega-fauna come to Newport, Oregon.

By Olivia Hamilton, PhD Candidate, University of Auckland, New Zealand.

The week leading up to my departure from New Zealand was an emotional rollercoaster. Excited, nervous, eager, reluctant… I did not feel like the fearless adventurer that I thought I was. D-day arrived and I said my final goodbyes to my boyfriend and mother at the departure gate. Off I went on my three-month research stint at the Hatfield Marine Science Center.

Some thirty hours later I touched down in Portland. I collected my bags and headed towards the public transport area at the airport. A young man greeted me, “Would you like to catch a taxi or a shuttle, ma’am?” “A taxi please! I have no idea where I am”, I responded. He nodded and smiled. I could see the confusion all over his face… My thick kiwi accent was going to make for some challenging conversations.

After a few days in Portland acclimatizing to the different way of life in Oregon, it was time to push on to Newport. I hit a stroke of luck and was able take the scenic route with one of the girls in the GEMM lab, Rachael Orben. With only one wrong turn we made it to the Oregon coast. I was instantly hit with a sense of familiarity. The rugged coastline and temperate coastal forest resembled that of the west coast of New Zealand. However, America was not shy in reminding me of where I was with its big cars, drive-through everything, and RVs larger than some small kiwi houses.

The Oregon Coast. Photo by Olivia Hamilton.
The Oregon Coast. Photo by Olivia Hamilton.

We arrived at Hatfield Marine Science Center: the place I was to call home for the next quarter of a year.

So, what am I doing here?

In short, I have come to do computer work on the other side of the world.

Dr. Leigh Torres is on my PhD committee and I am lucky enough to have been given the opportunity to come to Newport and analyze my data under her guidance.

My PhD has a broad interest in the spatial ecology of mega-fauna in the Hauraki Gulf, New Zealand. For my study, megafauna includes whales, dolphins, sharks, rays, and seabirds. The Hauraki Gulf is adjacent to Auckland, New Zealand’s most populated city and home to one of our largest commercial ports. The Hauraki Gulf is a highly productive area, providing an ideal habitat for a number of fish species, thus supporting a number of top marine predators. As with many coastal areas, anthropogenic activities have degraded the health of the Gulf’s ecosystem. Commercial and recreational fishing, run-off from surrounding urban and rural land, boat traffic, pollution, dredging, and aquaculture are some of the main activities that threaten the Gulf and the species that inhabit it. For instance, the Nationally Endangered Bryde’s whale is a year-round resident in the Hauraki Gulf and these whales spend much of their time close to the surface, making them highly vulnerable to injury or death from ship-strikes. In spite of these threats, the Gulf supports a number of top marine predators.  Therefore it is important that we uncover how these top predators are using the Gulf, in both space and time, to identify ecologically important parts of their habitat. Moreover, this study presents a unique opportunity to look at the relationships between top marine predators and their prey inhabiting a common area.

The Hauraki Gulf, New Zealand. The purple lines represent the track lines that aerial surveys were conducted along.

 

Common dolphins in the Hauraki Gulf. Photo by Olivia Hamilton
Common dolphins in the Hauraki Gulf. Photo by Olivia Hamilton

 

A Bryde’s whale, common dolphins, and some opportunistic seabirds foraging in the Hauraki Gulf. Photo by Isabella Tortora Brayda di Belvedere.
A Bryde’s whale, common dolphins, and some opportunistic seabirds foraging in the Hauraki Gulf. Photo by Isabella Tortora Brayda di Belvedere.

 

Australisian Gannets and shearwaters foraging on a bait ball in the Hauraki Gulf. Photo by Olivia Hamilton.
Australisian Gannets and shearwaters foraging on a bait ball in the Hauraki Gulf. Photo by Olivia Hamilton.

To collect the data needed to understand the spatial ecology of these megafauna, we conducted 22 aerial surveys over a year-long period along pre-determined track lines within the Hauraki Gulf. On each flight we had four observers that collected sightings data for cetaceans, sharks, predatory fish, prey balls, plankton, and other rare species such as manta ray. An experienced seabird observer joined us approximately once a month to identify seabirds. We collected environmental data for each sighting including Beaufort Sea State, glare, and water color.

The summary of our sightings show that common dolphins were indeed common, being the most frequent species we observed. The most frequently encountered sharks were bronze whalers, smooth hammerhead sharks, and blue sharks. Sightings of Bryde’s whales were lower than we had hoped, most likely an artifact of our survey design relative to their distribution patterns. In addition, we counted a cumulative total of 11,172 individual seabirds representing 16 species.

Summary of sightings of megafauna in the Hauraki Gulf.

Summary of sightings of megafauna in the Hauraki Gulf.My goal while here at OSU is to develop habitat models for the megafauna species to compare the drivers of their distribution patterns. But, at the moment I am in the less glamorous, but highly important, data processing and decision-making stage. I am grappling with questions like: What environmental variables affected our ability to detect which species on surveys? How do we account for this? Can we clump species that are functionally similar to increase our sample size? These questions are important to address in order to produce reliable results that reflect the megafauna species true distribution patterns.

Once these questions are addressed, we can get on to the fun stuff – the habitat modeling and interpretation of the results. I will hopefully be able to start addressing these questions soon: What environmental and biological variables are important predictors of habitat use for different taxa? Are there interactions (attraction or repulsion) between these top predators? What is driving these patterns? Predator avoidance? Competition? So many questions to ask! I am looking forward to answering these questions and reporting back.

Gray whale field work wrap-up; sea you later

Hello everyone,

Florence here with an update about the final numbers from this summer’s gray whale field season.

For folks just hearing about the project, my team of interns and I spent the summer alternating between study sites at Depoe Bay and Port Orford to conduct fine-scale focal follows of gray whales foraging in near-shore Oregon waters using a theodolite.  That is to say, we gathered 10,186 ‘marks’ or ‘locations’ where whales came to the surface, and by connecting the dots, we are able to create tracklines and analyze their movement patterns.  The idea is to document and describe gray whale foraging behavior in order to answer the questions: Are there patterns in how the whales use the space? Is there a relationship between foraging success and proximity to kelp beds? Do behaviors vary between individuals, location, or over time during the season?

All these tracklines are from one whale, Keyboard, visiting the same area multiple times over the course of a month. I'll break this figure down a little later in the post. Notice how the whale consistently returns to the bay just west of the port jetty
All these tracklines are from one whale, Keyboard, visiting the same area multiple times over the course of a month. I’ll break this figure down a little later in the post. Notice how the whale consistently returns to the bay just west of the port jetty

While at our study sites, we often received questions about vessel disturbance on the whale’s behavior. Over the course of the summer, we saw whales completely ignore boats, approach boats, and actively avoid boats. Therefore, we documented these vessel interactions in order to ask questions such as: Does vessel disturbance alter behavior? How close is too close? Does the potential for vessel disturbance vary depending on (1) size of motor, (2) speed of approach, (3) type of vessel, i.e. kayak, fishing boat, tour boat, (4) the number of vessels already in the area, (5) amount of time a vessel has been following a whale, (6) time of season, (7) the presence of a calf or other whales? The end goal, once the data have been analyzed, is to bring our results to local vessel operators (commercial and recreational) and work together to write reasonable, effective, and scientifically informed guidelines for vessel operations in the presence of gray whales.

And now, the numbers you’ve all been waiting for, here is the tally of our data collection this summer:

 

Boiler Bay Graveyard Point Humbug Mountain
Whales total 80 73 28
Boats total 307 105 7
Total survey time (HH:MM:SS) 122:22:41 72:49:17 50:22:35
Total survey time with whales (HH:MM:SS) 64:47:54 80:39:57 22:59:00
Total Marks 4744 4334 1108

Table 1. Summary of survey effort for gray whale foraging ecology field season summer 2015

Whale named "Keyboard" visits graveyard head multiple times. Green track: 7.21.15, Pink track: 7.21.15, Teal track: 7.30.15. The orange polygons are approximate locations of kelp patches.
Whale named “Keyboard” visits graveyard head multiple times. Green track: 7.21.15, Pink track: 7.21.15, Teal track: 7.30.15. The orange polygons are approximate locations of kelp patches.
"Keyboard" continues to visit. Red trackline: 8.27.15, white trackline: 8.28.15, purple trackline: 8.28.15
“Keyboard” continues to visit. Red trackline: 8.27.15, white trackline: 8.28.15, purple trackline: 8.28.15

 

Whale 130 foraged near Boiler Bay for 5.5 hours on Aug 12. Trying to look at the whole trackline in one go is a little complicated, so let’s break it down by hour.
Whale 130 foraged near Boiler Bay for 5.5 hours on Aug 12. Trying to look at the whole trackline in one go is a little complicated, so let’s break it down by hour.
This panel shows hours 4-6 of the track. Things get more complex as various vessels use the same area. Whale 130 is always in red.
This panel shows hours 4-6 of the track. Things get more complex as various vessels use the same area. Whale 130 is always in red.

So, what does this all mean?  Well, the unsatisfying answer is of course: we don’t know yet. However, it is my job to find out!  I will spend the fall and winter processing data, writing and running behavioral models, communicating my successes and frustrations, and finally presenting my results to the community.

The human eye is well adapted to pick out patterns. Test yourself – what trends can you see in these images?  Are there areas that the whales seem to prefer over other areas?  In the Port Orford images with Keyboard & our kelp patches, does our theory of a relationship between whale presence and kelp patches seem valid?

This field season would not have been possible without the help of some truly excellent people.  Thank you Cricket and Justin and Sarah for making up the core of Team Ro”buff”stus. It was a pleasure working with you this summer.  Thank you to guest observers and photographers Era, Steven, Diana, Cory, Kelly, Shea and Brittany for filling in when we needed extra help! Thank you to our support network down in Port Orford: Tom, Tyson and the team at the Port Orford Field Station – we appreciate the housing and warm welcome, and to Jim and Karen Auborn and the Port of Port Orford for allowing us access to such a fantastic viewing location. Thank you to Oregon State Parks for allowing us access to the field sites at Boiler Bay and Humbug. Finally, thank you to Depoe Bay Pirate Coffee Company for keeping us warm and caffeinated on many foggy, cold early mornings. This work was funded by the William and Francis McNeil Fellowship Award, the Wild Rivers Coast Alliance, and the American Cetacean Society: Oregon Chapter.

Fair winds,

Florence

Whale mAPP Goes Global!

By Courtney Hann

The Whale mAPP team of Lei Lani Stelle, Melo King of Smallmelo Geographic Information Services, and me (Courtney Hann) has been busy recruiting ocean enthusiasts and applying for grants to fund volunteer-suggested Whale mAPP revisions. As a refresher, Whale mAPP is an Android-based mobile application that can be used by anyone to record marine mammal (whale, dolphins, porpoises, pinniped) sightings around the world. It is easy to sign up as a beta tester on the Whale mAPP website, www.whalemapp.org, and use the mobile app on your personal device to help scientists and conservationists learn more about marine mammals.

What is most spectacular is that the app has truly gone global! We now have over 100 users and are getting a couple new user requests each week! These volunteers have been busy at work this summer, recording thousands of marine mammal sightings during the summer months. Sightings have streamed in from the U.S. West Coast, Hawaiian, Japanese, and Russian waters, the Caribbean, the middle of the Southern Ocean, and the Greenland Sea. You can click on any sighting on the web map to see details about what species were recorded, how many were seen, what their behavior was like, the weather conditions that day, and other notes.

This map shows global marine mammal sightings recorded by Whale mAPP volunteers. The blue whale tale icons represent whale sightings, the pink dolphin icons represent dolphin or porpoise sightings, and the orange seal icon represents a seal, sea lion, or sea otter sighting. Data recorded during each sighting include the location (automatic), the species, the weather and sea conditions, the number of individuals, and a five-star confidence rating (http://www.whalemapp.org/map/#/, CEBCO, DeLorme | Melodi King, MS GIS Program – Cohort 21, University of Redlands).
This map shows global marine mammal sightings recorded by Whale mAPP volunteers. The blue whale tale icons represent whale sightings, the pink dolphin icons represent dolphin or porpoise sightings, and the orange seal icon represents a seal, sea lion, or sea otter sighting. Data recorded during each sighting include the location (automatic), the species, the weather and sea conditions, the number of individuals, and a five-star confidence rating (http://www.whalemapp.org/map/#/, CEBCO, DeLorme | Melodi King, MS GIS Program – Cohort 21, University of Redlands).

If we zoom into my particular study area of Southeast Alaska, we see that volunteers are still doing a superb job at recording the abundant number of marine mammals in the area.

Zoomed in image of the northeast Pacific, showing marine mammal sightings recorded this summer in Alaska, Southeast Alaska, British Columbia, and Washington (http://www.whalemapp.org/map/#/, CEBCO, DeLorme | Melodi King, MS GIS Program – Cohort 21, University of Redlands).
Zoomed in image of the northeast Pacific, showing marine mammal sightings recorded this summer in Alaska, Southeast Alaska, British Columbia, and Washington (http://www.whalemapp.org/map/#/, CEBCO, DeLorme | Melodi King, MS GIS Program – Cohort 21, University of Redlands).

Initial funding through the California Coastal Commission Whale Tail grant facilitated the creation of the Whale mAPP project, while current funding from the Hatfield Marine Science Center’s Mamie Markham Research Award that I received this Spring 2015 is funding the top two revisions requested by our users:
(1) Enable the user to edit observations during a trip and after a trip has ended. This revision is huge, was requested by almost every user I spoke to in Southeast Alaska, and was shown very evidently in our survey results.
(2) Add site-specific animal behavior and descriptions to Whale mAPP. For Southeast Alaska, this means adding the famous bubble-net feeding behavior to our list, as well as important descriptions of how to identify, recognize, and understand marine mammal behaviors.
In addition to the above two revisions, a few other revisions will be completed by Smallmelo Geographic Information Services this winter. These revisions include improving world-wide coverage of region-specific species lists, creating tools for validating the quality of the data, enabling data downloads directly from the website (www.whalemapp.org), and including the beta-tested “marine mammal fun facts” into the global application.

All of these incredible accomplishments and progress toward a successful, educational, fun, and data-generating marine mammal citizen science project could not have happened without Dr. Lei Lani’s open mind toward incorporating more people, including me, into her Whale mAPP project. Whale mAPP represents a new age of scientists, one of collaboration across disciplines (ecology, statistics, coding, education, and more!), and one that over-steps previous boundaries to re-define science. I hope that my participation with Whale mAPP and future citizen science projects will inspire individuals to know and feel that they can be scientists and that we can inspire the world to work together for the common good of our oceans.

Not Everyday is Gray (just most of them)

As Amanda explains quite nicely in her previous blog post, research is not always glamorous, and we don’t always see the species we’ve come out to the field to study.  However, that doesn’t mean that there aren’t other cool species out there to spot!  Here are some common (and uncommon) visitors to some of our research sites this summer.

Also, if you continue to the bottom, we’ve included some cool videos of (1) gray whale sharking behaviour, (2) Gray whale swimming (top down full body view), and what it looks and sounds like when we’re doing one of our close-in focal follows. Enjoy!

A very unexpected, but very welcome visitor! Spotted off Boiler Bay August 10.
A very unexpected, but very welcome visitor! Blue Whale spotted off Boiler Bay August 10.
Often in pairs, we've started seeing more of these lately as they come back north from the breeding grounds further south.
Often in pairs, we’ve started seeing more of these California sea lions lately as they come back north from the breeding grounds further south.
fluffy crow
A young crow fluffs up in the breeze
Humpback Whale which has been hanging out around Depoe Bay for the past two weeks.  Its split dorsal fin makes it easy to recognize! Notice the darker color than the grays we usually see.
Humpback Whale which has been hanging out around Depoe Bay for the past two weeks. Its split dorsal fin makes it easy to recognize! Notice the darker color than the grays we usually see.
Spotted at Graveyard Point
A Great Egret spotted at Graveyard Point
Long Billed Curlew
A long billed curlew drops by for a visit
This chick waits patiently for parents to bring a meal
This chick waits patiently for parents to bring a meal
We see the Osprey mutliple times a day in Port Orford as there are a couple of nesting pairs with chicks to feed.
We see the Osprey multiple times a day in Port Orford as there are a couple of nesting pairs with chicks to feed.
Our Oystercatchers at Boiler Bay have also successfully fledged a pair of chicks while we've been watching!
Our Oystercatchers at Boiler Bay have also successfully fledged a pair of chicks while we’ve been watching!
Pelicans
Brown Pelicans
There are at least two pairs of Peregrines with chicks in Port Orford as well.  This one brings home a catch! (possibly murre or guillemot chick?)
There are at least two pairs of Peregrines with chicks in Port Orford as well. This one brings home a catch! (possibly murre or guillemot chick?)
Peregrine
Peregrine Falcon
Pigeon Guillemots
Pigeon Guillemots at Port Orford

 

If you remember a few weeks ago, we shared photos of gray whale “sharking” behaviour.  Well, now we have video!  Enjoy:

Here’s what it looks like from the top of Graveyard Bluff when a whale swims by below us!

We get really excited by this behavior because its positive proof that the whales are successfully foraging!

and here is a fluke!

We’ll be back soon with more updates from Port Orford.

Fair winds,

Florence & the rest of Team Ro”buff”stus

 

An insight into what Marine Mammal Observing is really like!

By Amanda Holdman

It’s August of 2015. That means I have exactly 2.5 months left until my field season and data collection for my masters comes to a close. At the end of October, I will have collected exactly 2 years of visual data on marine mammal distributions off of the coast of Newport, Oregon.

This is a bittersweet moment for me. Currently, I am on a 7 hour flight to Scotland to do some initial data analysis on my collected observations, with the help of a workshop offered by the University of St. Andrews. My first time abroad has me pretty restless with excitement on the plane, but with a 9 hour time change, some good rest will be key to being successful at the workshop. As I try to close my eyes, and picture what the next two weeks of what I like to call “Intensive Distance Sampling Summer School” will be like, the stranger next to me inevitably begins to make small talk, beginning with

“So what do you do?”

I usually tend to answer this question in two different ways. When I’m in my science community, I have no hesitation giving my 3 minute elevator speech on what I have been researching for the past year. However, when I’m making small talk with anyone I tend to just say

“I’m a master’s student studying marine mammals”

And that’s about all you need to say to get everyone’s attention around you! With a little more detail, I explain that I run transects to collect visual observation data of marine mammals to assist with understanding their patterns in distribution and habitat use. This explanation is always followed up with:

“Man, you’ve got the coolest job ever! What’s it like doing this all the time?”

Again most of the time I get this question, I’m usually conversing with people visiting the west coast hoping to see a large gray whale on vacation; or  young children who haven’t yet figured out that marine biology isn’t just about dolphins and pretty coral reefs – but it’s still good to inspire them! Just last week even, I ran into someone on the beach that told me his daughter thinks I’m a rock star for teaching her that you can research the sounds that whales, dolphins, and seals make. (His daughter attended Marine Science Day back in April, and I showed her some recordings of sounds – but I’ll carry this compliment with me for a long time)

But when people ask me how awesome my job is, I tend to keep the morale up and I usually answer

“yep, it’s pretty awesome. I love it! ”

But to be honest, sometimes… it isn’t.

For me, there are four components that equate to a great day of fieldwork: ocean conditions, marine mammals, the boat itself, and equipment (hydrophones, GPS, CTD, camera, etc.)

So in reality…

“The flow of research season goes a lot like this: whales are present, but ocean is impossible; or ocean is calm but the whales are gone; or both whales and ocean are good but the boat breaks down; or everything is working but the rain last night brought in some fog and ruined the visibility” (From Hawaii’s Humpbacks: Unveiling the Mysteries)

AND EVEN on the rare chance that everything goes right – observing marine mammals is hard and uncomfortable – 14 hours of standing with back pain, squinting into the sun until you see one part of the water that looks a little different than the others. I mean really there isn’t much on earth that’s more enormous than the ocean.

This sounds like a lot of negativity, but I am in Scotland currently to resolve some of these minor setbacks we encountered during field collection. Using a statistics program called DISTANCE, we can take into account environmental conditions, sea state, observer bias, etc. When we combine all of these factors together we create a detection function or a ratio of the animals we saw, compared to those we missed. Eventually we end up with an abundance estimate of how many animals are in our study area.

Analyzing the results of my observations this week has provided me with the realization that my time on a boat is coming to an end. In my two years of fieldwork collection, marine mammal observing has molded me into the type of person that has what it takes to do this kind of research: dedicated, tolerant to pain, boredom, and frustration, and most importantly passionate about what I am doing.

Passion is definitely a prerequisite for the life of a GEMM student. Graduate school gives you the chance to be reflective and the time to carefully wade through information. I’ve always had a strong desire to learn, and when I get to combine that with my personal interests, it turns out graduate school can be quite the rewarding initiative.

It’s easy to be discouraged sometimes, especially in an intense and competitive environment like scientific research. I can assure you though, even on our unlucky days, when we’ve swallowed all of the truths about the difficulties of what we do and we’re frustrated enough to give up, our luck turns – usually right when we need it to.

I think the BBC Zoologist, Mark Carwardine, knows just how I feel in saying, “There are few things more rewarding than seeing the worlds’s largest animal in its natural habitat!

Thanks for reading!

We need all the “Kelp” we can get!

Hello from Hatfield Marine Science Center! This is Justin bringing you the latest and greatest in Gray Whale news. But first, let me fill you folks in with some info about me.  I am an undergraduate student, transitioning into my senior year, with Oregon State University’s Fisheries and Wildlife Department. In addition to my major, I am also minoring in statistics; crazy right? I have hopes and dreams of working in Marine Ecology, and I believe working on this Gray Whale project is a fine start! Which means, this summer, I have had the fortunate opportunity to work alongside the lovely Florence van Tulder, the mastermind behind the project, as well as Cricket and Sarah, the other two charismatic interns.

Our team name is derived from the scientific name of the gray whale: E. robustus, and the colorful "buff" scarves you can see us wearing on most days.
Our team name is derived from the scientific name of the gray whale: E. robustus, and the colorful “buff” scarves you can see us wearing on most days. (Left to right: Sarah, Florence, Cricket, Justin)

As we were wrapping up our two week stint in Port Orford, We observed the Gray Whales exhibiting some interesting behavior; they seemed to move from kelp patch to kelp patch, almost as if they were searching for something. What could be hiding under the luscious stands of Nereocystis luetkeana, otherwise known as bull kelp? Well, with the presence of defecation ( whale droppings) left behind from diving whales near many of the floating kelp patches, one culprit came to mind- mysid shrimp. Mysid shrimp are believed to be a primary prey source of the Gray whales.

Calmly approaching the kelp, this whale takes his time to observe his surroundings
Calmly approaching the kelp, this whale takes his time to observe his surroundings

Naturally, my curiosity got the best me and I ended up spending hours on end conducting literature searches and looking for bathymetry maps, thanks to Florence. All joking aside, I asked Florence if we could use our fancy Theodolite to assess or roughly map the distribution of the kelp patches. We would create polygonal shapes of the kelp on a map and observe how the whales move with respect to the kelp. The idea being, to get a better of picture of the relationship between the whales and the kelp, if any relationship exists at all. It is still a work in progress, due to our survey sites getting all kinds of “fogged” up. When the kinks are worked out and we have some useful visual data, we will post an awesome photo.

A quick breather before heading down into the depths near the kelp. (it's even heart shaped!)
A quick breather before heading down into the depths near the kelp. (it’s even heart shaped!)
This large  white tailed beauty bounced between kelp patches  like a pinball!
This large white tailed beauty bounced between kelp patches like a pinball!

Port Orford didn’t just bring us sweet whales, it brought the heat! Temperatures were up to almost the nineties the last week in July! We beat the heat with plenty of hydration and sun block and the predicable wind patterns became a savior on those sweltering days giving us temporary relief.  The heat seemed to tease out other critters as well. We saw a variety of birds, from turkey vultures, Peregrine Falcons, Ospreys, Bald Eagles, and even Egrets!  In the water we saw baby Harbor seals, and some bonus River Otters.

This is our "tripod" of river otters!
This is our “tripod” of river otters!

In more recent news, August 8th marked our first full month of surveying between our two whale hotspots. However, the term “hotspot” doesn’t always seem to be fitting. This past week has been a tough one for the team and I up in Boiler Bay due to less than optimal weather conditions and our survey site has been exposed to an abnormal cycle of fog. Our friendly “neighborhood” grays have been a bit sparse, and yet, we have had Humpback Whales grace us with their presence and these whales have been spotted during several survey days this week! ( In the tradition of opportunistic data, we even tracked one of them.)

The track-line for whale 118 - a humpback who has been hanging out near Boiler Bay all week.
The track-line for whale 118 – a humpback who has been hanging out near Boiler Bay all week.

This summer has been very fun because not only do we get to watch whales every day, but when we are in Boiler Bay, we have the opportunity to meet fascinating people from all over the world! The positive support for the project coming from the community is quite a nice touch to our days in the field. If you are ever in the neighborhood, stop by and say hello, maybe share a whale’s tale or two!

 

Gray whales do not "fluke" very often, so its always a treat when we get a picture of one!
Gray whales do not “fluke” very often, so its always a treat when we get a picture of one!