1.0 DCPLUS 20251118 14350100 20251203 14350100 https://www.arcgis.com/sharing/rest/content/items/c5319e7d98cd4941b11d2ebdb85641b3/info/thumbnail/thumbnail1767793623741.png https://www.arcgis.com/home/item.html?id=c5319e7d98cd4941b11d2ebdb85641b3 c5319e7d98cd4941b11d2ebdb85641b3 Feature Service https://services7.arcgis.com/rUSNqhFNeFnLs98e/arcgis/rest/services/SAR_Fixed_Infrastructure/FeatureServer SAR Fixed Infrastructure OffshoreSAR InfrastructureSentinel-1 -180.0 180.0 80.0 -80.0 1 Global fixed infrastructure using Synthetic Aperture Radar (SAR) from Sentinel-1 Imagery data that was detected with satellite imagery and classified with deep learning. This layer receives monthly updates with all data from 2017 to 3 months ago. Offshore fixed infrastructure is a global dataset that is accessible through the Global Fishing Watch <a style='text-decoration:none;' target='_blank' href='https://globalfishingwatch.org/our-apis/documentation#datasets-api' rel='nofollow ugc noopener noreferrer'>Datasets API</a>. It uses AI and machine learning to detect and classify structures throughout the world’s oceans. This is the same <a style='text-decoration:none;' target='_blank' href='https://globalfishingwatch.org/our-apis/' rel='nofollow ugc noopener noreferrer'>API</a> used in our <a style='text-decoration:none;' target='_blank' href='https://globalfishingwatch.org/map/index?longitude=26&latitude=19&zoom=1.49' rel='nofollow ugc noopener noreferrer'>Public Map</a>, which means that we are filtering the data compared to the <a style='text-decoration:none;' target='_blank' href='https://globalfishingwatch.org/data-download/datasets/public-sar-vessel-detections%3Av20231026' rel='nofollow ugc noopener noreferrer'>Data Download Portal</a>. In the Map and API, we exclude data labeled as noise, lake_maracaibo is relabeled oil, only structures that have been detected for at least 3 months and have a predicted noise probability of < .3 are included, and data from certain regions, such as Chile, Canada, and Norway are filtered to remove additional noisy detections. Specifically, we are removing these coordinates:<ul><li>(lat BETWEEN -50.6 AND -41.51 AND lon BETWEEN -80.44 AND -75.71) -- Chile</li><li>(lat BETWEEN 50.6 AND 74.02 AND lon BETWEEN -115.8 AND -60.53) -- Canada</li><li>(lat BETWEEN 64.2 AND 67.43 AND lon BETWEEN 10.58 AND 16.06) -- Norway_s</li><li>(lat BETWEEN 67.63 AND 71.19 AND lon BETWEEN 12.44 AND 31.08) -- Norway_n</li></ul>Classification labels (oil, wind, and unknown) are provided, as well as confidence levels (high, medium, or low) reflecting our certainty in the assigned label. Detections can be filtered and colored on the map using both label and confidence level. The data is updated monthly, and new classified detections are added at the beginning of every month. Viewing change over time allows anyone to recognize the rapid industrialization of the world’s oceans. For example, you can easily observe the expansion of wind farms in the North and East China Seas, or changes in oil infrastructure in the Gulf of Mexico or the Persian Gulf. The availability of Global Fishing Watch data in ArcGIS Online allows users to explore key maritime patterns more seamlessly within their existing GIS workflows. From analyzing synthetic aperture radar (SAR) vessel detections near offshore infrastructure to monitoring vessel presence or fishing intensity within sensitive areas, these layers support a wide range of ocean research, enforcement, and planning needs. The offshore fixed infrastructure dataset is a first-of-its-kind public resource that sheds light on the industrialization of our seas and enables new approaches to marine spatial analysis and decision-making across sectors.For more information, please see the <a style='text-decoration:none;' target='_blank' href='https://globalfishingwatch.org/our-apis/documentation#sar-fixed-infrastructure-data-caveats' rel='nofollow ugc noopener noreferrer'>SAR (Synthetic-Aperture Radar) Data Caveats</a> and <a style='text-decoration:none;' target='_blank' href='https://globalfishingwatch.org/our-apis/documentation#terms-of-use' rel='nofollow ugc noopener noreferrer'>Terms of Use</a> in the <a style='text-decoration:none;' target='_blank' href='https://globalfishingwatch.org/our-apis/documentation#introduction' rel='nofollow ugc noopener noreferrer'>Global Fishing Watch API documentation</a> for details on Global Fishing Watch data, API licenses, and rate limits.The Global Fishing Watch layers are accessible through this ArcGIS Online Group: <a style='text-decoration:none;' target='_blank' href='https://globalfishingw.maps.arcgis.com/home/item.html?id=c5319e7d98cd4941b11d2ebdb85641b3' rel='nofollow ugc noopener noreferrer'>https://globalfishingw.maps.arcgis.com/home/item.html?id=c5319e7d98cd4941b11d2ebdb85641b3</a>Noncommercial Use Only. The Services are available for noncommercial use only in accordance with the <a style='text-decoration:none;' target='_blank' href='https://creativecommons.org/licenses/by-nc/4.0/' rel='nofollow ugc noopener noreferrer'>CC BY-NC 4.0 license</a>, including complying with the attribution requirements set forth in Section 3 below. You are welcome to use the Services provided that your application and its use are not intended (primarily or materially) for or directed towards commercial advantage or monetary compensation. If you would like to use this content material for commercial purposes, please contact Global Fishing Watch at apis@globalfishingwatch.org. This license allows You and others to remix, tweak, and build upon these images, data products and materials in your own work, for non-commercial purposes, so long as You provide attribution to Global Fishing Watch accompanying any use thereof physically in the text where the images, data products and materials are presented, and avoid any representation (explicitly or by implication) of endorsement by Global Fishing Watch, and include a link to the CC BY-NC terms and make these available in your work on those same <a style='text-decoration:none;' target='_blank' href='https://creativecommons.org/licenses/by-nc/4.0/' rel='nofollow ugc noopener noreferrer'>CC BY-NC terms</a>. For more information on <a style='text-decoration:none;' target='_blank' href='https://globalfishingwatch.org/terms-of-use/' rel='nofollow ugc noopener noreferrer'>Terms of Use,</a> please visit the link.Global Fishing Watch 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c5319e7d98cd4941b11d2ebdb85641b3 https://services7.arcgis.com/rUSNqhFNeFnLs98e/arcgis/rest/services/SAR_Fixed_Infrastructure/FeatureServer Feature Service EPSG