20170208 13521800 1.0 North American Profile of ISO19115 2003 TRUE Data was provided by the Massachusetts Division of Marine Fisheries (DMF). Data was collected during the bi-annual (Spring and Fall) Resource Survey from 1978-2016. DMF provided the following information for every trawl: latitude, longitude, cruise number, stratum, trawling station, set dept, date of trawl, bottom temperature, number of each specie collected in net, weight of each specie. Latitude, longitude, and number of each specie collected in net data was used to create this visual. Separate data sets were made for spring data (green) and fall data (blue). Each dataset identifies the number of Butterfish caught during each trawl (3781 data points in the Spring, 3450 data points in the Fall) and the location of each trawl. To effectively interpolate using Natural Neighbor and to show areas that were “Not Surveyed”, shapefile points were created along the Massachusetts border, around the Martha’s Vineyard and Nantucket border, and outside the extent of the DMF trawl. Not surveyed data points (n=311) were assigned the value, NUMi, of 0. Trawl data points where no Butterfish were caught received the value of 0.1 (NUMi=0.1). All other data points where Butterfish were caught kept their value as the number of Butterfish caught. Natural Neighbor Interpolation Tool was then used for all these data points according to "NUMi" category. The interpolated data can be found in "Spring Butterfish" and "Fall Butterfish" Displayed interpolated categories were created by giving "Not Surveyed" (NUMi=0, 311 data points) and "Absent" Butterfish (NUMi=0.1, no Butterfish presence), their own category. Then, remaining data points were binned into the following categories based on the aggregation behavior of the species: Absent=0 Butterfish Low=1-25 Butterfish Medium=26-100 Butterfish High=101-500 Butterfish Very High=501-18626 Butterfish Butterfish Fisheries New England North Atlantic Trawl Resource Survey Coastal Fish Climate Change Estimated presence/absence of Butterfish according to data collected by the MA Division of Marine Fisheries Resource Survey, 1978-2016 Amanda Davis and Dr. Michelle Staudinger of the Northeast Climate Science Center (NE CSC) and Brad Chase of Massachusetts Division of Marine Fisheries (MA DMF) /9j/4AAQSkZJRgABAQEAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0a HBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIy MjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCACFAMgDASIA AhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQA AAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3 ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWm p6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEA AwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSEx BhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElK U1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3 uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD3+iii gAooooAKKKKACiiigAooooAYZUVtpYA0+sySIx3ErbiRI24A9u39M1LDcNHw3K/yrkjirScZqwU7 zTfUvUUgIYAg5Bpa6wCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAoopG baucE+wobtqBDPB5nK8Gq80QijUg5YjkU9rxj91QPrVcsW6mvPqzpu7iZ1I801DqTW8xjbaT8p/S r1ZVXbWXeuw9R+op4Wt9h/I6qkNLliiiiu8xCiiigAooooAKKKKACiiigAooooAKKKKACiiigAoo ooAKKKKACqlxMwZkU4HQ1brNbLsW7nmuXFTcUkuo1ByTs7DKKKK4J6KxGFTlJzYUqMUYMOopKKzT tqjvNONxIgYd6dVC3l8t8H7pq/Xr0KvtI36nLOPKwooorYgKKKKACiiigAooooAKKKKACiiigAoo ooAKKKKACiiigApuxc5wM06ik0nuBBcRKyFxww/WqNavWs6ZVSVgvSuHF0tVJFwqRpptkdFFKOTi uPkYLFwfRiVdtZd6bD94fqKrNA4baCrHHIB5pkcmxwynODWtOUqM7vYvnjU93qalFIrBlDDoaWvW TuYhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAAelUJIZAWJXI65FX6D05rKrSV TcGrrlZkg5yPQ4NDNtUkKW9hQ+4H5ACPc47/AP66rm8jZFwWUu5jQle4zz9K8qU1HRs8+clFtXLS swkU+nep7qMBg69G649apwJIkKrLJ5kg6tjGatgb7R8k5DZHNawfNFxa31OyhJ8nO90S2j5Qr6Gr NUrQ4lI9RV2u7DSvTVzedr3QUUUVuQFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRUUkwjY Drn3pOSirsTaWrHSyLDGzsQFUZJJ6CkimWYbkOUwCD61zOq+JY4dUjsZIC0MoIEgIIyOo/AVtaNc rd6esypsUkqFznAFcFLHQrYj2UHt+n6HPTxUJ1HTiTzWiyZKnbnqMcGqy2LRFUTGxQAqgcD3qW/1 ODTlQzNjceOO3f8Az7ilS/EiK6L8rDIJ9KdT6s6jjf3l2LvSlUs7XQ9bNR95ifpSzARQEIhx3xWR qfiODTbOe4mkCGMkBCOWbnAH1xU9pfm+s1mz97hlyDtYcEZHXBBH4VH1ihrGG5pGpGfuxZNZP5jx PtK7lzg9RxWlVC1GZwfQE1frowd/Z69y3FxSi+wUUUV1CCiiigAooooAKKKKACiiigAooooAKKKK ACiiigDL1HW7fT5CjBpHXAKrjgkEjP5VzN/4quvNBS1Lq7CNQgyUBz8x+laXjJZItKmuIk3uhDAB c7jggDj61yXh/Xw84kNui7HZX3MCTx0AOM9+gPWvk8yxWKWJdNy5YI8bHVa8avLe0SzaWNxqHmSX VsiQRM3lSnLGTPHA7H34HPNdfp63VrawW6xCOFUOcEEg/wCc1ZtopLogypiLGcNzkcY/rV2Se2WM hp4kGMZLgYrrwOXRo/vFK2lu1/8AgG2Gwcaa5+axl3c0UcfnTjds4HGTz2FUtSmMNti2mRHL7Qdw wpx3Hp/jV7UbVprJ0geNi+NpJ4HfNY2raH9os44oE3YJ3gNgknHP6VljXXXNyRvovXfp30M8Uqkb pK+nQpaDpFtI7XpKtNNIfNWT5g6jcDgH7vz859q39OSOOKZYphKplZuByD6e9cRpl7a+Ep5jd3O6 XUHM0cc+FMPABjUc8DBPHc5rsdKlWSCOSB/Pgm3yCZeADnlcfXNc+ElH3Ulqt3r6f1vYMDJKpDTb r+BuWY+Zz7VbqvZj90x9TVivp8MrUke1UfvMKKKK3ICiiigAooooAKKKKACiiigAooooAKKKKACi iigCOaITJg9e1cBqnguJLwXFmjKd3MYPQ9c8+9eh1HLCso54PY15+OwEMVHzMq1CnXjyz+/qjjNQ mvLPw09gx86dYht3Ht2HvjH61nWel6rPplvcxtHHcvMrn0UchuOnP+NdxJp+XV9quyggHuM9ab5E g4EZ49q8ieWzc06l7JWXf7/67nOstU53qS0Wi7lK2tWtbQRI6B85LbODz6Z9OKoatrMmn3EUcMay fMPNVgeFIJLAjpjHfjmtzypP7jflVa60qC9R1ubTzA6lDkEHB7ZradGqqahR0+/b+v8Agm9bBWgl Qdmu5mxW3hzXpIbi6EMl1EC6GQcoASDg9D3reaK3itlSAoAOgXH9KyNM8N2mlWRtYLd2Quz5cZbn 3/Ste3syuAVKoO2a2w8KlrSgrvrr+JWGp1KTXOl6rctW67YF9+alo6UV7MY8sUjVu7uFFFFUIKKK KACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAoooo AKKKKAP/2Q==