DolFin: The Digital Platform to Study Risso’s Dolphins

The Risso’s dolphin is a very mysterious species to scientists, as they don’t have much data on it.  To make matters worse, the Risso’s dolphin are very widely distributed, as different variations of the species live in different environments.  To try to collect more data on this mysterious species, two tools have been created, DolFin and SPIR (Smart Photo Identification of the Risso’s dolphin).  These tools allow scientists to collect lots of data across vast areas for analysis. The sample area discussed in this article is the Northern Ionian Sea and the North-Eastern Central Mediterranean Sea.

 

The Risso’s Dolphin

The Risso’s dolphin (Grampus griseus) is a species whose populations are spread out around temperate areas throughout the world.  This species of dolphin is the least-known Cetacean species in the Mediterranean Sea. No information on the Risso’s dolphin in the North-Eastern Central Mediterranean is present, as there was only one recorded sighting.  Risso’s dolphins usually have life-long natural marks, making them distinguishable among other dolphins. This is one aspect that scientists are looking to take advantage of for research.

 

DolFin

A new digital plan called DolFin looks to collect data on the distribution of Risso’s dolphins in an area, site-fidelity (returning to the same breeding ground year-after-year), and social behaviors and association.  DolFin uses images and sighting data of the Risso’s dolphins, which were geo-referred to keep track of location. A catalogue of a few dolphins were built using photo-ID, since each individual dolphin has distinguishing natural marks.  An add-on to the DolFin tool to identify these individual dolphins brings us to our next major tool, SPIR.

 

SPIR (Smart Photo Identification of the Risso’s dolphin)

It was mentioned that Risso’s dolphins had distinguishing natural marks.  These marks can help identify each individual. SPIR is a special tool to distinguish these dolphins just based on their fins.  The natural marks and shapes of their fins are the most distinguishable thing scientists have to identify them. SPIR looks at both sides of the dorsal fin of a Risso’s dolphin, as well as the shape.  SPIR then communicates with the database (which includes the catalogue of individuals of this species), to identify the Risso’s dolphin that was present in the picture. This helps scientists identify if the individual they see is an unidentified Risso’s dolphin or one that’s already in the database.

 

The DolFin platform works through a four-module system.  These modules include web interface, SPIR, statistics, and a database.  What happens is that a query is made (e.g. pictures of a Risso’s dolphin).  This query requests data from the statistics module and SPIR module. The SPIR module will identify the dolphin using photo-ID by grabbing it from the database.  The statistics/reports pulls the matching report for this dolphin from the database. This output is then reflected back to the user through the web interface. It can be outlined by the picture below:

image1.png

 

The Study

The research conducted in the sample area took place from 2013 to 2016.  215 Risso’s dolphins were observed, and photos were collected that consisted of 11 sightings.  The fin pictures of 60 different Risso’s dolphins were collected. Pictures for both fins of a Risso’s dolphin were only collected for 5 individuals.  SPIR technology was used for identification. It compared features like certain specific details of the fins of these dolphins, while also compensating for different pictures, as some areas of the fin could’ve been partially covered with water, and others over-exposed.  Here is an example of a SPIR test-query.

Note:  (a) represents the correct match of the query and the model, (b) represents the correct match while the query image and model image were oriented differently, and © represents when the query and model image didn’t match.

image2.png

The big innovational idea out of this result was the development of the two big identification applications, DolFin and SPIR.  These types of research could help scientists gather data on other less-known marine animals that are rarely seen. The applications used for this problem can be applied in many other areas of marine science for advancing important research on marine life.

Leave a Reply

Please log in using one of these methods to post your comment:

WordPress.com Logo

You are commenting using your WordPress.com account. Log Out /  Change )

Google photo

You are commenting using your Google account. Log Out /  Change )

Twitter picture

You are commenting using your Twitter account. Log Out /  Change )

Facebook photo

You are commenting using your Facebook account. Log Out /  Change )

Connecting to %s

This site uses Akismet to reduce spam. Learn how your comment data is processed.