20170216 15503700 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 Fluke 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 Fluke were caught received the value of 0.1 (NUMi=0.1). All other data points where Fluke were caught kept their value as the number of Fluke 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 Fluke Presence" and "Fall Fluke Presence" Displayed interpolated categories were created by giving "Not Surveyed" (NUMi=0, 311 data points) and "Absent" Fluke (NUMi=0.1, no Fluke presence), their own category. Then, remaining data points were binned into the following categories based on the aggregation behavior of the species: Absent=0 Fluke Solitary=1 Fluke Low=2-10 Fluke Medium=11-25 Fluke High=26-50 Fluke Very High=51-100 Fluke Fluke Fisheries New England North Atlantic Trawl Resource Survey Coastal Fish Climate Change Shows the estimated presence/absence of Fluke 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 gAooooAKKKKACiiigAooooAjM0Yk2FwG9KkrKucR3rMejD/P8qngusfLncv8qicnB6rTuELSur69 i9RSAhgCDkGlqwCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAoopGO0Zx n6UPQCtdWgnAI4b17VRubZYI4yG+Y9RVuW9ZFyqj8apJmaQs5zjtTpVrQc7+6jKrTTko295ly1mK 7Q33T+lXqzKuW0u5dp6j9a46FW75Wdc4WVyeiiiusxCiiigAooooAKKKKACiiigAooooAKKKKACi iigAooooAKKKKACs67vJEmaNRhQPTr+NaNZsnz7iec5NRKooNJq9wcHJOztYpPI0hyangXCZ9arq CzADvV3oKePkoQVKJlg4uc3UkFKrFGDDqKSivKTseiaKOHQMO9Oqlby+W+D901dr0qVTnjfqc048 rCiiitSAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACm7FznAzTqKTSYFa5gQjzQMOvf 1qrWn1rKu2EUhRP/ANVY1qMqslylRqRpptjqKq+dJ/e/SnJLI7BdwGe5qXgKiV21/XyEsbTbtZli rltLvXaeo/lVExTROVLJJ3wp5/KlhlOd4GCD0NQqc6L5t0ae0jU93ZmpRSKwZQw6GlrsMgooooAK KKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAPSsie1uDO5Kgr13eta9Bxg56U4ycdVuTKC krM58gg4PWkpWbe7HnrSV3q9tTzna+hBezzJ5UsbsJBIgA9eelbVygSbev3X9PWsGeV0uYclPK3f OScEHtW3u8ywZxyQdw/z+dc+LheMYJaO/wDwDpw0rNyb2/plm1bKFfSrFUrNwz8dCKu1xUb8lnuj sna90FFFFakhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUVR1DU4dP8vzCuXbaAWx+NVGLk 7R3FKSirsmvbyKxtnnlICICx5xwOp/Cksr6DUIfOtpBJEcYYd6828V+JG1CFoUiSWJJWUq0oUrxg 5PQjJFdb4FtBaeGLdCSX6Nkjgj/JrurYH2OGVWb95vY46WL9pWcI7WNm6sPOYNGwQ55BGc/4VRFh dC4KtsMfYgHP+HrWpcXUdsoaRgB1yfSsiDxPb3F69ukZwoJDk8ECuamqvI+RaI1qKlze89SZPD1q JppJGaTzSCVPQYq7NGlvaeVEm1MbeO3auRuPGV+s1x5dvDsGDEM/NjvnPH0q7oviJNds5SkhLK5X GMd+CPwxW1bDYhQU6mysZwr0buMN2bNjjemD61pVn2KMHAPbJrQrzoO7k/Nnba0YryCiiitBBRRR QAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQBl6prcOlyKskcjFlJG3GM+hrgPEcx8RXEDyhk8p/wB3 5Y5xkkZNdh4psnntjIgyyfPjuQB0rkre9a1ZfKhjaUHdukGRj6e39a9jLFFQ9pBe8r/19x5mOcnL kk/dEOlQXFuZp/kgIIZmBG9v7q46np9K6nTlurbRbaOzBihjTAVhuJ75J68/pUGiWc93qZkvY5ch N/7wErgkjAz/AJxXUTGDyTC0qRhlKj5gPyqMZiZNqnvbXyKw9BWc9jmLu7zGstxI6mIAFAfWsTVr trGOZ/K3xtGWTy8DeM5/QVv3/h+PZvimLbiqkls4UZ6e/NYcmmTX91GssJVLViYm6bM+h75rbDVK L1T0W5lWjUWjKVnYi5kt0jl8u2WYuN/zliM5A9CM9faur0+1jt/MSJjnJxkc5OO9c5NfSRSo7ptg iUSMsa7nds5P44A4q3p2p3N1qETBWMcyBvnRk2LlgeMdQQR17fTOmKhUqQetkRRlGEjtbJSM55IA Gat1BaD92T71PXzdH4Ez2572CiiitSQooooAKKKKACiiigAooooAKKKKACiiigAooooAjmiEqYPX tXJ3vhiB7sTx5jdAwAxnGRg12FRyxLKOeD6041KtKXPSdn+ZM6cKi5Zo4nXpdThOlWlldEKkuZcj O9RjC5/Grtxpl3LazJBcBZJeQ7ICF/DpWrJoanUVvQ7FlXGzPBqx5Mn9w1rWzCUIwVOOu706mVPC KTk5v01MqBLq107Y+ZpEQ5/2jRFcjyFM0TKJELFTk7a1PKk/uN+VJ5DFt3ltnGOlc0cbe/PDfXQ0 lhLW5ZbdzNGl6NfK6ysN+BvB+Xr0rUMFpHbIkATCcKFxwPSq8lgHz+6IzjPy9cdKs29my/fyF61V av7aFot37Pp+gUqTpy95K3ctwLthX35qSjpRRFWSRo3d3CiiimIKKKKACiiigAooooAKKKKACiii gAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAP//Z