BASTA B oost A pplied munition detection through S mart data in T - - PowerPoint PPT Presentation

▶
basta
SMART_READER_LITE
LIVE PREVIEW

BASTA B oost A pplied munition detection through S mart data in T - - PowerPoint PPT Presentation

Jan 23, 2024 548 likes •672 views

BASTA B oost A pplied munition detection through S mart data in T egration and A I workflows Torsten Frey BASTA Consortium Partner Tasks Related Projects GEOMAR Helmholtz Centre for Coordination, AUV modification, UDEMM, Ocean Research

slide-1
SLIDE 1

BASTA

Boost Applied munition detection through Smart data inTegration and AI workflows

Torsten Frey

slide-2
SLIDE 2

BASTA Consortium

Partner Tasks Related Projects GEOMAR Helmholtz Centre for Ocean Research Kiel, Germany Coordination, AUV modification, fieldwork, munition detection using AI, stakeholder involvement UDEMM, ROBEMM, JPIO Vlaams Instituut Voor De Zee VZW, Belgium Technical development SBP, advanced data processing, fieldwork DISARM, JPIO, MERCW EGEOS, GmbH, Germany Multi-sensor data base, AI application, quality matrix development DAIMON, North Sea Wrecks, AmuCAD G-tec SA, Belgium Sensor integration, fieldwork, data support MERCW

slide-3
SLIDE 3

Munition in the Seas, a Problem for over 70 Years

Large amounts of munitions have been dumped into the seas after WWI and WWII. In Belgium, mostly chemical munition from WWI causes threats, while in Germany, mainly deployed/dumped munition during/after WWII are relevant.

slide-4
SLIDE 4

Munition in the Seas, a Problem for over 70 Years

Large amounts of munitions have been dumped into the seas after WWI and WWII. In Belgium, mostly chemical munition from WWI causes threats, while in Germany, mainly deployed/dumped munition during/after WWII are relevant. 1.6 million tons in German waters alone

slide-5
SLIDE 5

BASTA Objectives

  • Advance data acquisition through:
  • ultra-high-resolution 3D sub-bottom profiling
  • intelligent AUV-based magnetic mapping
  • adaptive and iterative survey approach
  • Foster sustainable use of survey and WW I/II archived data
  • within a multi-sensor database
  • with advanced data processing of Big Data
  • with artificial intelligence for detecting/identifying munition with

uncertainty levels

  • Discuss new tools, methods and workflows with stakeholders to

formalize recommendations and quality definitions for industry actors and authorities

slide-6
SLIDE 6

BASTA Activities

Advancing data acquisition

  • Sensor integration in AUV (magnetic sensors)
  • Advancement of ultra-high 3D mapping through smart processing
  • Test of workflows in three munition areas of the Baltic and North Sea during research cruises

(first cruise schedules in May 2020 RV BELGICA, applied for the second cruise in November 2020 RV ALKOR) Historic data and multi-sensor database

  • Include historic data in hot-spot definition
  • Data format check
  • Digest project and stakeholder data in database (-> AmuCAD)
slide-7
SLIDE 7

BASTA Activities

Quality assurance of data sets

  • Definition of quality indicators & validation with real data
  • Definition of quality standards for upcoming surveys
  • Evaluation of quality levels of existing data sets (task dependent)

AI-supported munition detection

  • Test different methods (ML, OBIA, …) and ML algorithms (RF, CNN, SVM, … ) and implement

as tools in the database using bathymetry, magnetic, sub-bottom information

  • HPC/GPU-supported for derivative calculation
slide-8
SLIDE 8

BASTA Activities

Stakeholder involvement

  • Discussion with associated partners about their requirements and

challenges

  • Supply of data for AI training
  • Verification of BASTA workflow-usability by industry and governments

Tools: Data sharing of public and disclosed data Open workshops Project meetings with associated partners

Kick off 14. January 2020 in Berlin BASTA welcomes additional associated partners

Associated Partners:

TenneT, DEME, Vattenfall, WWF, BSH, Schleswig-Holstein Ministry – MELUND, NKT, EOD-SH

Contact: basta@geomar.de

slide-9
SLIDE 9

BASTA Results for Economy and Environment

  • Evaluation of European waters with respect to its munition contamination to enable

the full economic potential of these areas for Europe’s Blue-Growth

  • Quality guideline for detection of munition in the sea as a reliable and accountable

standard for UXO companies and contractors

  • Providing additional methods and technologies for a reliable quantitative assessment
  • f munition contamination in the marine environment
  • Establishment of an operational and scalable database tailored for munition in the sea

understanding, evaluation and risk assessment

slide-10
SLIDE 10

BASTA Specific Relevance for Policy and Legislation

BASTA is relevant for aspects of integrated EU maritime policy:

  • Maritime spatial planning (MSP) and integrated coastal management (ICZM)
  • Support the coordination of polices relevant for marine and coastal areas, such as:
  • Environmental policies: MSFD, WFD, Natura Habitat Directives
  • Other policies: Renewable Energy Directive, Common Fisheries Policy (CFP)
  • Enable identification of effective future use of maritime and coastal areas
  • Provide input to Strategic Environmental Assessments (Directive 2001/42/EC)
  • Blue Growth Strategy: Aquaculture, coastal tourism, ocean energy and seabed mining
  • Integrated maritime surveillance: BASTA can provide input data to the common

information sharing environment (CISE) BASTA will furthermore:

  • Increase monitoring capabilities of OSPAR (JAMP) and HELCOM (HELCOM Monitoring and

Assessment Strategy) members