20161223 13333400 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 gAooooAKKKKACiiigAooooAaXUOFJ+Y9qdWdaqY7uSR3ysrllyeFH+RV8OhOAyk+xrGlV51d6GdO fMrsdRRRWxoFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABTJW2xMfan0x xuZV98/lUy20E9iKSJRa4bgqOvvVLJHI61euXxDgg5b9Kgtow8hLDIFclWKc1GJz1I3kki5G26NW 9RTqKK7FsdKCiiimAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAVVnkaOcMF4A xz0q1TXxsbIyMdKipFtaOxMldGfJK0py34Crdqu2LPcmqSjcwUdzitQDAwK5sOnKTkzGirtyYUUU V2HQFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQBDJEokWUDoef8A GpqKrzz+WAicN9OlZtxppyIbUdSxRWeLmUfxZ+op63ErsFBUE98VmsTBkqtEu0VWDzRuok+YNngD kVLDMJlLAdDitY1E3bqWpp6ElFFFWUFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUU UAFV7mFpCpUDirFFTOKkrMUoqSszK7sD1U4IpGbapIUt7CnTs7SllUdehOP896qm8jZFwWUu5jQl e4zz9K8ic4xbTZ58pKOjZfimdrhN2T2q0B5c3+y/6Gs+xDRCMTyb2HV8YzVy5kAVMZPO4HOOldlG f7vnludFOXuczLNFNR1kXcvSnV2J31R07hRRRTAKKKKACiiigAooooAKKKKACiiigAooooAKKKKA Ciiq11MV+RTz3xUTmoK7JlJRV2TSypDGXkYKo6k0JNG8XmqwKYzmuTv/ABFHb6jFYSxNJDKCA+cj I6j8PStHTdUW9tpI0i8sIQMe3avOjmlKdX2aevbz/wAjkjjYSnyJl6V1nk+YbV6ZFOh08RFRuHlq AAgHSsLVtTlspY44lXJG4lh29K6G3vI5IEYnGUU/mKnD16FatKEviiTSq06lSUXuicRRq24KAaZc kLbsSu7A4xWVqXiWz0yxnuJzsaPKqh6u3OAB74q9YXy6jpyzqAGIKsuc7XHBGe+DkfhXaq1Kd4Qe tjpVSEvdiySwfzLRHwRu52kcj2qzTY02RhfQU6tqcXGCTNIJqKTCiiirKCiiigAooooAKKKKACii igAooooAKKKKACiiigDI1jW009CkaiWYEKw3Y2ZBIJ/KuYufE13EwK2xkEjBAEGdmf4j7VueM1dN AkuIY90kTBsBcluCAOPc1xGha0JroTNGEEbsrLvHPHQZ6/hmvks2r4qGK5ea0PLt+Z4WOqV41rX9 0kijnvZmSWzUiNiY3zuLA8ZI7V1+k6dcWEY3RY3g+YR/DjoPyzVtMrYzz/Z08tYmdEIGCcAjp171 zGn+I7iK4uHErTYOJFkzgH8f6VzQpUcDVhOq22+qW3/D/wCZjGFPDTjKbevbodNcvBDGZpVB28Dj J57CqepTGG2xbTIjl9oO4YU47j0/xq9dxC+0hZLcIHlVWAZshM81jatof2izjigTdgneA2CScc/p XoYz2yUvZxurJ3W+r6fI6sR7RJ8qurIpaDpFtI7XpKtNNIfNWT5g6jcDgH7vz859q6fQYoovtPlX HmhpCcY6VwGmXtr4SnmN3c7pdQczRxz4Uw8AGNRzwME8dzmu40CdXVJLdjcW8+9vOQYCnIyuPY5q MtnD2lPTVbvXrp/W9hYRrnjpt1/A6CiiivqT2gooooAKKKKACiiigAooooAKKKKACiiigAooooAK KKKAEIBBBGQe1cJrHgOJbxbrTlfBbmMHo3XPPvXeUVyYvB08VDln963MK+HhWjaRxWoy3lh4ZfTW Hm3KxjBY9uw98Y5+tULDRdZutKtrqHZHcPMr54wo5DcdOf8AGu9ktIZZ0mdAXTIB+tTAAAADAHYV 539j89S9SWiVl3+b/rucn1DmnectFou5k22lS2tj5aSRiTJYkJkHn6+nFZGr6zPp11CkEYdg481X U8IQSTkdMY78c111Ub3SLHUN/wBqt1k3oUbPGQfpXTXwMlTUcM+Vq2/b/M1q4ZqCjRdjmrKPQtfu vO1G3t5J4cyQO/UICc85575rr4ViSJVgVFjXgBAAB+VY+meFNM0qya1gRmQuz5kOW+b3+nFa1tbi 2i8tTxnIqsDQrUVaqlfut/mVhqdSnpNL16k1FFFeidYUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAU UUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAH//2Q==