
Organizers†: Natasha MacBean (1), Jana Kolassa (2), Andy Fox (3), Tristan Quaife (4), Hannah Liddy (5)
(1) Western University, (2) NASA GMAO, (3) Joint Center for Satellite Data Assimilation, (4) University of Reading, (5) Columbia University/NASA GISS
† Organized by the AIMES Land Data Assimilation Working Group
Workshop Overview
The 3rd annual Land Data Assimilation (DA) Community Virtual Workshop on “Recent Technical Developments in Land Data Assimilation” will take place Tuesday to Wednesday 20th-21st June 9am-1pm ET / 16:00-19:00 CEST.
This workshop is focused on the technical challenges of land data assimilation. To strengthen communication between modeling groups, this workshop will bring together land DA scientists to highlight a range of DA methods used within the community, address challenges facing different modeling groups, and identify strategies for addressing those challenges. The outcome of this workshop is to increase collaboration and coordination within the land DA community to tackle technical challenges and promote the routine use of DA tools in the wider modeling community. To learn more about the outcomes of previous workshops, please check out the following:
- MacBean, N., Liddy, H., Quaife, T., Kolassa, J., and Fox, A. (2022). Building a Land Data Assimilation Community to Tackle Technical Challenges in Quantifying and Reducing Uncertainty in Land Model Predictions. Bulletin of the American Meteorological Society 103, E733–E740. 10.1175/BAMS-D-21-0228.1.
- Kumar, S., Kolassa, J., Reichle, R., Crow, W., de Lannoy, G., de Rosnay, P., MacBean, N., Girotto, M., Fox, A., Quaife, T., et al. (2022). An Agenda for Land Data Assimilation Priorities: Realizing the Promise of Terrestrial Water, Energy, and Vegetation Observations From Space. J Adv Model Earth Syst 14. 10.1029/2022MS003259.
Learn more about the Land DA Community here: https://land-da-community.github.io.
Workshop Format
This meeting will take place virtually and is free of charge. We encourage those in other time zones to register their attendance and submit an abstract for a poster. We are working on a plan to facilitate asynchronous participation from regions that cannot attend the main meeting due to time zone differences.
Call for posters: In addition to registration, we also still welcome abstracts for poster submissions. The posters should address the technical challenges associated with developing land DA systems emphasizing work-in-progress. Abstracts can be submitted through the registration link below.
Our intention is to create a workshop and community that is inclusive of participants from all backgrounds and a range of career stages. If there are colleagues who not only represent a relevant area of expertise but may also be earlier in their careers and/or from groups historically marginalized in STEM that you recommend to attend this workshop, please encourage them to register.
We are looking forward to continuing to build the Land DA Community and to seeing your abstracts!
The deadline to register is Tuesday, 13 June 2023.
Workshop Agenda
TUESDAY, 20 JUNE 2023
8:50 EDT/ 14:50 CEST |
Coffee/tea time to join the conversation early and test out your camera and microphone. |
9:00 EDT/ 15:00 CEST |
Welcome from the Co-Chairs: Introduction to the workshop context and goals |
9:10 EDT/ 15:10 CEST |
Speaker 1: Natalie Douglas (University of Reading) – Using the 4DEnVar Data Assimilation Technique in Land Surface Models |
9:25 EDT/ 15:25 CEST |
Q&A |
9:35 EDT/ 15:35 CEST |
Speaker 2: Thomas Kaminski (Inversion Lab) – Terrestrial Carbon Community Assimilation System |
9:50 EDT/ 15:50 CEST |
Q&A |
10:00 EDT/ 16:00 CEST |
Speaker 3: Ewan Pinnington (ECMWF) – Technical Aspects of the ECMWF Land Data Assimilation System |
10:15 EDT/ 16:15 CEST |
Q&A |
10:25 EDT/ 16:25 CEST |
Break (10 minutes) |
10:35 EDT/ 16:35 CEST |
Speaker 4: Shahryar Khalique Ahmad (NASA GSFC) – Contrasting Flash Droughts Captured by Soil Moisture and Vegetation Data Assimilation |
10:50 EDT/ 16:50 CEST |
Q&A |
11:00 EDT/ 17:00 CEST |
Speaker 5: Timothy Lahmers (NASA GSFC) – Coupled surface hydrology and data assimilation: Applications and technical implementation of the coupled LIS/WRF-Hydro system |
11:15 EDT/ 17:15 CEST |
Q&A |
11:25 EDT/ 17:25 CEST |
Speaker 6: Rolf Reichle (NASA GSFC) – Systematic Errors in Simulated L-Band Brightness Temperature in the SMAP Level-4 Soil Moisture Analysis |
11:40 EDT/ 17:40 CEST | Q&A |
11:50 EDT/ 17:50 CEST |
Break (5 minutes) |
11:55 EDT/ 17:55 CEST |
Poster Session |
13:00 EDT/ 19:00 CEST |
END |
WEDNESDAY, 21 JUNE 2023
8:50 EDT/ 14:50 CEST |
Coffee/tea time to join the conversation early and test out your camera and microphone. |
9:00 EDT/ 15:00 CEST |
Welcome from the Co-Chairs: Introduction to Day 2 |
9:05 EDT/ 15:05 CEST |
Speaker 1: Yao Liu (Northumbria University) – TBD |
9:15 EDT/ 15:15 CEST |
Q&A |
9:25 EDT/ 15:25 CEST |
Speaker 2: Elodie Salmon (LSCE) – Spatial Heterogeneity of Methane Emissions from Peatlands in the Northern Hemisphere |
9:40 EDT/ 15:40 CEST |
Q&A |
9:50 EDT/ 15:50 CEST |
Speaker 3: Feng Tao (Tsinghua University) – Convergence in simulating global soil organic carbon by structurally different models after data-model fusion |
10:05 EDT/ 16:05 CEST |
Q&A |
10:15 EDT/ 16:15 CEST |
Break (10 minutes) |
10:25 EDT/ 16:25 CEST |
Speaker 4: Xu Shan (TU Delft) – Constraining Plant Water Dynamics in Land Surface Model Through Assimilating ASCAT Normalized Backscatter and Slope at ISMN Stations Over Western Europe |
10:40 EDT/ 16:40 CEST |
Q&A |
10:50 EDT/ 16:50 CEST |
Speaker 5: Nina Raoult (University of Exeter) – Is a steady-state relaxation parameter a viable solution to the spinup problem in land data assimilation? |
11:05 EDT/ 17:05 CEST |
Q&A |
11:15 EDT/ 17:15 CEST |
Speaker 6: Bo Qu (Université de Montréal) – Optimizing Maximum Carboxylation Rate for North America’s Boreal Forests in a Terrestrial Biosphere Model |
11:30 EDT/ 17:30 CEST |
Q&A |
11:40 EDT/ 17:40 CEST |
Speaker 7: Linnia Hawkins (Columbia University) – Designing emulation tasks that preserve physical relationships for use in land model calibration |
11:55 EDT/ 17:55 CEST |
Q&A |
12:05 EDT/ 18:05 CEST |
Break (5 minutes) |
12:10 EDT/ 18:10 CEST |
Plenary |
13:00 EDT/ 19:00 CEST |
END |