Modernizing Navigational Safety with Automated Processing System (SMAPS)
Discover how the Source Maritime Automated Processing System (SMAPS) is leveraging machine learning to enhance navigational safety. This system, led by Timothy Ed. Stacy, aims to modernize operations in NAVAREA IV/XII through the use of advanced technology. Explore past processes, current developments, and the future of SMAPS in optimizing maritime safety protocols and improving response to distress alerts worldwide.
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Source Maritime Automated Processing System (SMAPS) Using Machine Learning to Modernize Navigational Safety Timothy Ed Stacy, Deputy NAVAREA IV/XII Coordinator 15 September 2022 Approved for Public Release, 22-551 1
Contents NAVAREA IV/XII Past Processes Modernizing Operations with SMAPS Future of SMAPS (S-100) Demo 2
NAVAREA IV/XII Past Processes Unstructured Data Data Receipt Manual Message Monitoring Worldwide Messages 02-10:22 244 4322 EGC LES 204 - MSG 4697 - SAR Urgent Call to Area: 4 N 174 W 300 - Rep# 0 Eik LES 2-JAN-2018 10:21:40 921205 SUBJECT: ***406MHZ DISTRESS ALERT*** MESSAGE: AT 0903 UTC 02 JAN 2018, DISTRESS BEACON WAS DETECTED IN POSITION 05- 37.8N 170-57.5W AND 04-09.1N 177-28.0W IN THE VICINITY OF HOWLAND AND BAKER ISLANDS. NO REGISTRATION DATA WAS PROVIDED. VESSELS IN THE AREA ARE REQUESTED TO KEEP A SHARP LOOKOUT, ASSIST IF POSSIBLE AND REPORT SIGHTINGS TO JRCC HONOLULU, HI. VOICE 808-535-3333, FAX 808-535-3338; TELEX 392401 ANSWERBACK CG14 UD; MF/HF DSC 003669993 OR 003669990 EMAIL: JRCCHONOLULU@USCG.MIL LES 204 - MSG 4697 - SAR Urgent Call to Area: 4 N 174 W 300 - Rep# 0 Eik LES 2-JAN-2018 10:21:40 921205 SUBJECT: ***406MHZ DISTRESS ALERT*** MESSAGE: AT 0903 UTC 02 JAN 2018, DISTRESS BEACON WAS DETECTED IN POSITION 05-37.8N 170-57.5W AND 04-09.1N 177- 28.0W IN THE VICINITY OF HOWLAND AND BAKER ISLANDS. NO REGISTRATION DATA WAS PROVIDED. VESSELS IN THE AREA ARE REQUESTED TO KEEP A SHARP LOOKOUT, ASSIST IF POSSIBLE AND REPORT SIGHTINGS TO JRCC HONOLULU, HI. VOICE 808-535-3333, FAX 808-535-3338; TELEX 392401 ANSWERBACK CG14 UD; MF/HF DSC 003669993 OR 003669990 EMAIL: JRCCHONOLULU@USCG.MIL 02-10:22 244 4322 EGC 02-10:22 244 4322 EGC LES 204 - MSG 4697 - SAR Urgent Call to Area: 4 N 174 W 300 - Rep# 0 Eik LES 2-JAN-2018 10:21:40 921205 SUBJECT: ***406MHZ DISTRESS ALERT*** MESSAGE: AT 0903 UTC 02 JAN 2018, DISTRESS BEACON WAS DETECTED IN POSITION 05- 37.8N 170-57.5W AND 04-09.1N 177-28.0W IN THE VICINITY OF HOWLAND AND BAKER ISLANDS. NO REGISTRATION DATA WAS PROVIDED. VESSELS IN THE AREA ARE REQUESTED TO KEEP A SHARP LOOKOUT, ASSIST IF POSSIBLE AND REPORT SIGHTINGS TO JRCC HONOLULU, HI. VOICE 808-535-3333, FAX 808-535-3338; TELEX 392401 ANSWERBACK CG14 UD; MF/HF DSC 003669993 OR 003669990 EMAIL: JRCCHONOLULU@USCG.MIL 02-10:22 244 4322 EGC LES 204 - MSG 4697 - SAR Urgent Call to Area: 4 N 174 W 300 - Rep# 0 Eik LES 2-JAN-2018 10:21:40 921205 SUBJECT: ***406MHZ DISTRESS ALERT*** MESSAGE: AT 0903 UTC 02 JAN 2018, DISTRESS BEACON WAS DETECTED IN POSITION 05- 37.8N 170-57.5W AND 04-09.1N 177-28.0W IN THE VICINITY OF HOWLAND AND BAKER ISLANDS. NO REGISTRATION DATA WAS PROVIDED. VESSELS IN THE AREA ARE REQUESTED TO KEEP A SHARP LOOKOUT, ASSIST IF POSSIBLE AND REPORT SIGHTINGS TO JRCC HONOLULU, HI. VOICE 808-535-3333, FAX 808-535-3338; TELEX 392401 ANSWERBACK CG14 UD; MF/HF DSC 003669993 OR 003669990 EMAIL: JRCCHONOLULU@USCG.MIL DISTRESS BEACON WAS DETECTED 02-10:22 244 4322 EGC LES 204 - MSG 4697 - SAR Urgent Call to Area: 4 N 174 W 300 - Rep# 0 Eik LES 2-JAN-2018 10:21:40 921205 SUBJECT: ***406MHZ DISTRESS ALERT*** MESSAGE: AT 0903 UTC 02 JAN 2018, DISTRESS BEACON WAS DETECTED IN POSITION 05-37.8N 170-57.5W AND 04-09.1N 177-28.0W IN THE VICINITY OF HOWLAND AND BAKER ISLANDS. NO REGISTRATION DATA WAS PROVIDED. VESSELS IN THE AREA ARE REQUESTED TO KEEP A SHARP LOOKOUT, ASSIST IF POSSIBLE AND REPORT SIGHTINGS TO JRCC HONOLULU, HI. VOICE 808-535-3333, FAX 808-535-3338; TELEX 392401 ANSWERBACK CG14 UD; MF/HF DSC 003669993 OR 003669990 EMAIL: JRCCHONOLULU@USCG.MIL 02-10:22 244 4322 EGC LES 204 - MSG 4697 - SAR Urgent Call to Area: 4 N 174 W 300 - Rep# 0 Eik LES 2-JAN-2018 10:21:40 921205 SUBJECT: ***406MHZ DISTRESS ALERT*** MESSAGE: AT 0903 UTC 02 JAN 2018, DISTRESS BEACON WAS DETECTED IN POSITION 05-37.8N 170-57.5W AND 04-09.1N 177- 28.0W IN THE VICINITY OF HOWLAND AND BAKER ISLANDS. NO REGISTRATION DATA WAS PROVIDED. VESSELS IN THE AREA ARE REQUESTED TO KEEP A SHARP LOOKOUT, ASSIST IF POSSIBLE AND REPORT SIGHTINGS TO JRCC HONOLULU, HI. VOICE 808-535-3333, FAX 808-535-3338; TELEX 392401 ANSWERBACK CG14 UD; MF/HF DSC 003669993 OR 003669990 EMAIL: JRCCHONOLULU@USCG.MIL 02-10:22 244 4322 EGC LES 204 - MSG 4697 - SAR Urgent Call to Area: 4 N 174 W 300 - Rep# 0 Eik LES 2-JAN-2018 10:21:40 921205 SUBJECT: ***406MHZ DISTRESS ALERT*** MESSAGE: AT 0903 UTC 02 JAN 2018, DISTRESS BEACON WAS DETECTED IN POSITION 05-37.8N 170-57.5W AND 04-09.1N 177-28.0W IN THE VICINITY OF HOWLAND AND BAKER ISLANDS. NO REGISTRATION DATA WAS PROVIDED. VESSELS IN THE AREA ARE REQUESTED TO KEEP A SHARP LOOKOUT, ASSIST IF POSSIBLE AND REPORT SIGHTINGS TO JRCC HONOLULU, HI. VOICE 808-535-3333, FAX 808-535-3338; TELEX 392401 ANSWERBACK CG14 UD; MF/HF DSC 003669993 OR 003669990 EMAIL: JRCCHONOLULU@USCG.MIL 02-10:22 244 4322 EGC LES 204 - MSG 4697 - SAR Urgent Call to Area: 4 N 174 W 300 - Rep# 0 Eik LES 2-JAN-2018 10:21:40 921205 SUBJECT: ***406MHZ DISTRESS ALERT*** MESSAGE: AT 0903 UTC 02 JAN 2018, DISTRESS BEACON WAS DETECTED IN POSITION 05- 37.8N 170-57.5W AND 04-09.1N 177-28.0W IN THE VICINITY OF HOWLAND AND BAKER ISLANDS. NO REGISTRATION DATA WAS PROVIDED. VESSELS IN THE AREA ARE REQUESTED TO KEEP A SHARP LOOKOUT, ASSIST IF POSSIBLE AND REPORT SIGHTINGS TO JRCC HONOLULU, HI. VOICE 808-535-3333, FAX 808-535-3338; TELEX 392401 ANSWERBACK CG14 UD; MF/HF DSC 003669993 OR 003669990 EMAIL: JRCCHONOLULU@USCG.MIL 3 Image Source: NGA Maritime Safety Watch
Modernizing Operations with SMAPS Source Maritime Automated Processing System (SMAPS) is a microservice that uses analyst- assisted processing. SMAPS employs: Machine Learning (ML) Natural Language Processing (NLP) SMAPS Goals: Automate the review, adjudication and fabrication of navigational warnings. The streamlined process will increase accuracy, significantly decreasing processing timelines and improve safety of navigation. 4
SMAPS Technologies AWS Services Open Source Solutions Geoserver (WFS services) Niagara Files (NiFi) data flow Application Programming Interfaces (API) Elastic Compute Cloud (EC2) Simple Storage Solutions (S3) AWS Cloud Monitoring AWS Aurora Relational Database 5
Modernizing Operations with SMAPS With user input, SMAPS learns to process source and identify: Source Message Types Priority Positions 6 Image Source: NGA Maritime Safety Watch
SMAPS -> Source 7 Image Source: NGA Maritime Safety Watch
SMAPS -> Metadata 8 Image Source: NGA Maritime Safety Watch
SMAPS -> MSW Output Message 9 Image Source: NGA Maritime Safety Watch
Future of SMAPS In addition of streamlining the analysis and dissemination of maritime safety information, SMAPS will set up the MSW data infrastructure for the future IHO S-124 Navigational Warnings. 10 Image Source: NOAA Coast Survey Article (https://nauticalcharts.noaa.gov/updates/the-world-of-s-100-updated-framework-of-maritime-data-standards-to-be-released-in-2018/)
