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WMO-CGMS Virtual Laboratory News️

Discover the latest training opportunities, innovations, and collaborations in satellite meteorology across the VLab network.

Q1 2026 Edition

πŸ›°οΈ The WMO-CGMS Virtual Laboratory for Education and Training in Satellite Meteorology (VLab) is a global network of specialized training centres collaborating with satellite operators. Its mission is to support the protection of life and property, as well as economic development, by improving weather, climate, water, and environmental services.

This is achieved through coordinated education, training, and knowledge exchange across a global network of VLab Centres of Excellence (CoEs), satellite operators, and other partners.

In this edition, we share key updates from the VLab community (Q1 2026).

🌐 Highlights from the VLab Network

AustraliaAustralia CoE (BOM)

🌐 Visit CoE page
  • Continued delivery of Regional Focus Group (RFG) sessions
  • Migration of training resources to a new Moodle platform
  • Integration of AI-based forecast evaluation into activities
  • Collaboration with University of Wisconsin–Madison on lightning prediction tools

BarbadosBarbados CoE (CIMH)

🌐 Visit CoE page
  • Ongoing severe weather forecasting programme transitioning to operational testbed (June 2026)
  • Development of VLab training modules on heatwaves and impact-based flooding
  • Integration of satellite data across training programmes (entry-level to operational)
  • Introduction of marine forecasting training with satellite applications

BrazilBrazil CoE (INPE)

🌐 Visit CoE page
  • Planned virtual training (July 2026) on hotspot data processing and wildfire analysis
  • Theoretical + hands-on components (Python, Google Earth Engine)
  • Focus on satellite-based fire detection using multi-sensor data (GOES, JPSS, Aqua, Landsat, Sentinel)

ChinaChina – Beijing CoE (CMATC)

🌐 Visit CoE page
  • Seminar on China-ASEAN Meteorological Remote Sensing, tentatively scheduled for June 2026
  • Seminar on the Application of Meteorological Satellite Remote Sensing Technologies in "Belt and Road" Countries, tentatively scheduled for August 2026

ChinaChina – Nanjing CoE (NUIST)

🌐 Visit CoE page
  • Seminar on Satellite Remote Sensing Technology scheduled for 9-22 September 2026

IndonesiaIndonesia CoE (BMKG)

🌐 Visit CoE page
  • Continuation of bimonthly Regional Focus Group sessions (including AI applications)
  • Planned online RGB satellite training (June 2026)

MoroccoMorocco CoE (DGM)

🌐 Visit CoE page
  • Delivery of maritime forecasting training (altimetry, scatterometry) and MTG-focused online courses
  • Planned development of new training modules, including multilingual resources

OmanOman CoE (CAA)

🌐 Visit CoE page
  • Delivery of Satellite Application Courses (online + face-to-face) and monthly forecasting forums
  • Strong focus on case-based learning and practical tools (e.g. Google Earth)
  • Planned training topics for MENA: dust forecasting, marine meteorology, tropical systems in the Arabian Sea, and satellite data services for Arabic-speaking forecasters

South AfricaSouth Africa CoE (SAWS)

🌐 Visit CoE page
  • Delivery of MTG-focused satellite training and postgraduate forecasting programme
  • Integration of satellite imagery, lightning detection, and case-based learning
  • Increasing participation in regional weather briefings

USACIRA / NOAA

  • Regular Regional Focus Group sessions with 60–80+ participants from 20+ countries
  • Real-time weather discussions, case study analysis, and open exchange

GlobalCOMET / UCAR

  • Development of new online training modules: smoke detection (day/night), GeoColor imagery, and proxy visible imagery
  • Launch of high-latitude satellite training course
  • Continued expansion of global training resource repository

πŸ“… Want to Know When These Training Events Are Happening?

The VLab Training Calendar is the central hub for discovering satellite meteorology training events from across the global VLab network.

πŸ“… Open VLab Training Calendar

Through the calendar, you can:

  • explore upcoming courses, workshops, and webinars
  • access training opportunities from multiple CoEs, satellite operators, and partners
  • stay informed about both regional and global activities
πŸ’‘ Tip: Events submitted to the WMO Global Campus with the β€œsatellite” tag are automatically shared with the VLab calendar.
  • Overview of Training Calendars and How VLab Members Advertise their Training Activities:

πŸŽ₯ Latest Regional Focus Group Recordings

Regional Focus Groups (RFGs) provide an informal, peer-to-peer learning environment where forecasters and trainers discuss real-time weather events and explore the use of satellite data in operations.

As active communities of practice, these sessions foster collaboration and practical learning through real operational examples.

🌍 VLab Mirror Meetings – Key Takeaways

The VLab Eastern and Western Group Mirror meetings (31 March & 1 April 2026) brought together Centres of Excellence, satellite operators, and partners to align on priorities for satellite meteorology capacity development.

While satellite data availability continues to grow rapidly, capacity development remains the central challenge β€” particularly user skills, awareness, and infrastructure.

AI/ML in Forecasting

Discussions highlighted the growing role of AI and machine learning. While its potential to change how data is interpreted and the role of forecasters is recognized, many questions remain.

Training must focus on interpreting AI outputs, understanding model limitations, and ensuring critical evaluation in operations.

πŸ›°οΈ Alignment with CM-16 Priorities

Discussions confirmed strong alignment with the outcomes of the 16th Session of Consultative Meetings on High-Level Policy on Satellite Matters (CM-16), which emphasize:

  • capacity development
  • AI/ML integration
  • modern, cloud-based data access

CoEs are already actively addressing these priorities through their training activities, while continuing to face challenges related to skills, infrastructure, and resource availability.

πŸ‘‰ This highlights the important role of VLab in bridging high-level policy priorities and operational training.

πŸ“’ Upcoming Training & Activities

13 April - 1 May 2026
Morocco & Niger CoEs – Online Course on MTG Satellite Imagery Interpretation

June 2026
Indonesia CoE – Online RGB training
Barbados CoE – Online severe weather operational testbed workshop
China – Beijing CoE – Seminar on China-ASEAN Meteorological Remote Sensing

29 June – 3 July 2026
Morocco CoE – Face-to-face EUMETSAT data services and products for operational meteorological applications

July 2026
Brazil CoE – Online hotspot detection and wildfire analysis training

August 2026
China – Beijing CoE – Seminar on the Application of Meteorological Satellite Remote Sensing Technologies in "Belt and Road" Countries

9–22 September 2026
China (Nanjing) CoE – Seminar on satellite remote sensing technology

πŸ‘‰ See More Events

πŸ”— Useful Resources