Tracking global fishing through satellite data

Posted to Maps  |  Tags: , , , ,  |  Nathan Yau

Global Fishing Watch is an initiative to place some accountability on global fishing, an activity typically a challenge to track.

This version of the Global Fishing Watch started with 3.7 billion data points, more than a terabyte of data from two years of satellite collection, covering the movements of 111,374 vessels during 2012 and 2013. We ran a behavioral classification model that we developed across this data set to identify when and where fishing behavior occurred. The prototype visualization contains 300 million AIS data points covering over 25,000 unique vessels. For the initial fishing activity map, the data is limited to 35 million detections from 3,125 vessels that we were able to independently verify were fishing vessels. Global Fishing Watch then displays fishing effort in terms of the number of hours each vessel spent engaged in fishing behavior, and puts it all on a map that anyone with a web browser will be able to explore.

The map below is an example of the fishing patterns over time.

Sky Truth

A good start. I hope they can make estimates of legal and illegal activity in the next iteration.


How to Spot Visualization Lies

Many charts don’t tell the truth. This is a simple guide to spotting them.

The Best Data Visualization Projects of 2014

It’s always tough to pick my favorite visualization projects. Nevertheless, I gave it a go.

Where Bars Outnumber Grocery Stores

A closer look at the age old question of where there are more bars than grocery stores, and vice versa.

Where People Run in Major Cities

There are many exercise apps that allow you to keep …