20170216 09534700 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 Sandlance 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 Sandlance were caught received the value of 0.1 (NUMi=0.1). All other data points where Sandlancewere caught kept their value as the number of Sandlance 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 Sandlance" and "Fall Sandlance" Displayed interpolated categories were created by giving "Not Surveyed" (NUMi=0, 311 data points) and "Absent" Sandlance (NUMi=0.1, no Sandlance presence), their own category. Then, remaining data points were binned into the following categories based on the aggregation behavior of the species: Absent=0 Sandlance Low=1-25 Sandlance Medium=26-100 Sandlance High=101-500 Sandlance Very High=501-107083 Sandlance Sandlance Fisheries New England North Atlantic Trawl Resource Survey Coastal Fish Climate Change The estimated presence/absence of Sandlance 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 gAooooAKKKKACiiigAooooAjM0Yk2FwG9KkrJuGWPUCCwy4yATViG62naTuH8qicuSSutLbhD3k+ 5eopAQwBByDS1YBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUjHaM4 z9KHoBTvdPjumikIIkiYshDEYJBBz69eh+vYVUubZYI4yG+Y9RVuW9ZFyqj8apJmaQs5zjtTpVrQ c7+6jKrTTko295ly1mK7Q33T+lXqzKuW0u5dp6j9a46FW75Wdc4WVyeiiiusxCiiigAooooAKKKK ACiiigAooooAKKKKACiiigAooooAKKKKACs+8upEkZFwFHHTrWhWbJ8+4nnOTiolUUGk1e4cjknZ 2KTyNIcmp4FwmfWq6gswA71d6Cnj5KEFSiZYOLnN1JBSqxRgw6ikoryk7Homijh0DDvTqpW8vlvg /dNXa9KlU5436nNOPKwooorUgKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigApuxc5wM0 6ik0mBWuYEI80DDr39aq1p9axtRla13iGMuQMhR/KsqtCdaSUdyo1I0otsmoqoJpMcnBp6SyOwXc BnuaiWAqJXbX9fISxtNu1mV9T13StGe1TUr+C1a6k8uASvgu3oPzHPuK3LaXeu09R/KvEfiZ8PvF PinUra9aayP2Vf3NpDOWJGSWIJRSTgRn8/Tntfh3q2oXfhy0fUbk3Ny+5zKwwTycr9VOR+VdCwUq VP20Xe2/9eRDxKlPkkrX2PQKKRWDKGHQ0tMoKKKKACiiigAooooAKKKKACiiigAooooAKKKKACii igAooooAD0rMubaVmJxnGSW9a06D05papqS3QmlJcr2OfIIOD1pKdIcyMfem16EW3FNnmyVm7Egl fep3cjoT2qK60WCDV476BlijZizIowC56n8c5+uaj+zRyTq7k7M5dcAhjjAJyM8e2Ks6nEk+lSMw eTynWQRq2AcfT2J/IVlJ8s1ThpzK2xvBc0HOWtmatq2UK+lWKydHu2ummYx7FDsi8/ewev8AOtau KnGUFyS3R2uSl70dmFFFFWIKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiioZ7hYCoPJJxjN G+iE2krskd9i5pI5BJnHQVl3N28p2jhQav2RDW4YetOdOcWn0JhVjK6Qy4sUmO5TtP061WWwdX5w wq5d3kdnF5kmSMjgAk/pUS6gjIGA2gjOD1/KiTlGFlezDlg53e6Hx2Madz+FZ2vO9npzC2iYGTIa VVztzxn65x+XbirDai2TtFVNSvP+JTcvJg/KVAbpuPSqopwqRk4t3ZNSUZQcYtaHJfB3XZNY8MLD dSM17aTSRzbzknJJBJ/H9K9Lrifh54Yt/D2mfuyryzsZnkAxnPau2qq/J7afI7q/49fxHR5vZR5l bT/hgooorI0CiiigAooooAKKKKACiiigAooooAKKKKACiiigCvLcrFJhs1nXc/nyA9gMCrN9GSze 4yKooxUjCgn3GarDatyb1RhiW0lHoxUi3Dcx2r2J7n0FWsTIgEUhVAMYwOT65qjb6T52ufbJ5bjK w7fLZjsxkHOPXit1mj27C6jIx1q8RKTa9m/wFQgknzIxJJWeTY75ZR09BTaNZe103Tbq+eVAIUYv J3AAz/WuY8JeKrfxNaS/Z5yZYnG7evOPp+dddCLqUnNKyW5y1lyT5X1NrVbw2Ng0wjkkJdI8RjJG 5gufoM81Rv5bmeddKiCiIY2AjknGetbdZ2n6XPBrZvXmZ43jZAnlgDIPBz16enGK09pCnBye6u16 9CYwlOSitnv6HQaPC8NpHHKcuiAE1pVBaD92T71PXkU5OS5nu9T1WlH3V0CiiirEFFFFABRRRQAU UUUAFFFFABRRRQAUUUUAFFFFAEcsQlXHQjoaz5I+drAgitSo5YllHPB9awq0m3zR3LjJW5ZbGdK8 jKsOcjH3qjFuo7mrrWjDlSDUfkyf3DWTq1oLljoP2VOTvLU8g1jSPEd34u1/TksiNKvIGZJWU7Sx RQWyO+R09hWH8MNH8V+F7kvPpT/Y5Hw7S5yztuRSvIGBjJJ9fpXvXlSf3G/Kjyn/AOebflXof2rK SSnTvZW9e5zfUUr8srEFqbKZE33EYn+66bh97GSPwqwZLSSNlgnjkZDhgrAkZ7HHTjFRfYk3h/sw 3Ak52dz3qaCyVZGcxhN2CxHVsVyVKkat1FO/n0N6cJQ3aLcC7YV9+ako6UVtFWSQm7u4UUUUxBRR RQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFF ABRRRQB//9k=