Sunday
2:00 pm - 9:00 pm
Arrival and Check-in
6:00 pm - 7:00 pm
Dinner
7:30 pm - 7:40 pm
Introductory Comments by GRC Staff / Welcome and Introduction from the Chairs
7:40 pm - 9:30 pm
Prediction and Decision Support
7:40 pm - 7:50 pm
Introduction by Discussion Leader
7:50 pm - 8:25 pm
"The Central Role of Prediction in Decision Analysis"
8:25 pm - 8:35 pm
Discussion
8:35 pm - 9:10 pm
"Decision-Making at the Limits of Prediction"
9:10 pm - 9:20 pm
Discussion
9:20 pm - 9:30 pm
General Discussion
Monday
7:30 am - 8:30 am
Breakfast
8:30 am - 9:00 am
Group Photo
9:00 am - 12:30 pm
Perspectives from Ecosystem Science
9:00 am - 9:10 am
Introduction by Discussion Leader
9:10 am - 9:45 am
"Perspectives from Hydrology: The Use of Deep Learning and Integration of Physical Processes in Streamflow Forecasting to Get at "The Right Answers for the Right Reasons""
9:45 am - 10:00 am
Discussion
10:00 am - 10:30 am
Coffee Break
10:30 am - 11:05 am
"How Do We Predict Changes in Ecosystem Composition and Structure With Climate Change If We Don’t Trust Prognostic Vegetation in Dynamic Vegetation Models?"
11:05 am - 11:20 am
Discussion
11:20 am - 11:55 am
"From Trees to the Continent: Projecting 21st Century Fire, Forest Demographics, and Carbon in Western North America"
11:55 am - 12:10 pm
Discussion
12:10 pm - 12:30 pm
General Discussion
12:30 pm - 1:30 pm
Lunch
1:30 pm - 4:00 pm
Free Time
3:00 pm - 4:00 pm
The GRC Power Hour™
The GRC Power Hour™ is designed to address diversity and inclusion in the scientific workplace by providing a safe environment for informal and meaningful conversations amongst colleagues of all career stages. The program supports the professional growth of all members of our communities, including ethnicity, race and/or gender identity by providing an open forum for discussion and mentoring.
4:00 pm - 6:00 pm
Poster Session
6:00 pm - 7:00 pm
Dinner
7:30 pm - 9:30 pm
Predictive Modelling Techniques
7:30 pm - 7:40 pm
Introduction by Discussion Leader
7:40 pm - 8:15 pm
"Predictive Models of Ecosystems via Dynamical Systems Approach"
8:15 pm - 8:25 pm
Discussion
8:25 pm - 9:00 pm
"Using Agent-Based Modelling in Predictive Wildlife Ecology and Management: A 12-year Prospectus"
9:00 pm - 9:10 pm
Discussion
9:10 pm - 9:30 pm
General Discussion
Tuesday
7:30 am - 8:30 am
Breakfast
9:00 am - 12:30 pm
Complexity, Stochasticity and Limits to Predictive Ability
9:00 am - 9:10 am
Introduction by Discussion Leader
9:20 am - 9:55 am
"Predicting and Prioritizing Species Coexistence"
9:55 am - 10:10 am
Discussion
10:10 am - 10:40 am
Coffee Break
10:40 am - 11:15 am
"Complexity Creates Holes in Predictive Capacity, Is That Really a Bad Thing?"
11:15 am - 11:30 am
Discussion
11:30 am - 12:05 pm
"Leveraging on Uncertainty to Predict the Context-Dependent Behavior of Ecological Communities"
12:05 pm - 12:20 pm
Discussion
12:20 pm - 12:40 pm
General Discussion
12:30 pm - 1:30 pm
Lunch
1:30 pm - 4:00 pm
Free Time
4:00 pm - 6:00 pm
Poster Session
6:00 pm - 7:00 pm
Dinner
7:30 pm - 9:30 pm
Mechanistic Versus Phenomenological Models
7:30 pm - 7:40 pm
Introduction by Discussion Leader
7:40 pm - 8:15 pm
"Modelling Ecological Community Dynamics: Parsimonious Mechanistic Models Versus Highly Parameterised Phenomenological Models"
8:15 pm - 8:25 pm
Discussion
8:25 pm - 9:00 pm
"Strategic vs. Tactical Modeling Approaches to Predicting the Dynamics of Vector-Borne Diseases"
9:00 pm - 9:10 pm
Discussion
9:10 pm - 9:30 pm
General Discussion
Wednesday
7:30 am - 8:30 am
Breakfast
9:00 am - 12:30 pm
Spatial and Temporal Transferability of Predictive Models
9:00 am - 9:10 am
Introduction by Discussion Leader
9:10 am - 9:45 am
"Translating Model Predictions from One Place to Another"
9:45 am - 10:00 am
Discussion
10:00 am - 10:30 am
Coffee Break
10:30 am - 11:05 am
"The NEON Ecological Forecasting Challenge: Accelerating Predictive Capacities Across Ecological Systems and Scale"
11:05 am - 11:20 am
Discussion
11:20 am - 11:55 am
"Characterizing the Timescales and Consequences of Ecosystem Acclimation Lags"
11:55 am - 12:10 pm
Discussion
12:10 pm - 12:30 pm
General Discussion
12:30 pm - 1:30 pm
Lunch
1:30 pm - 4:00 pm
Free Time
4:00 pm - 6:00 pm
Poster Session
6:00 pm - 7:00 pm
Dinner
7:30 pm - 9:30 pm
Problems of Prediction at Different Scales of Time, Space and Ecological Organization
7:30 pm - 7:40 pm
Introduction by Discussion Leader
7:40 pm - 8:15 pm
"Predicting the Ecosystem Impacts of Forest Insects and Pathogens"
8:15 pm - 8:25 pm
Discussion
8:25 pm - 9:00 pm
"The Future of SARS-CoV-2 in Ecological Communities"
9:00 pm - 9:10 pm
Discussion
9:10 pm - 9:30 pm
General Discussion
Thursday
7:30 am - 8:30 am
Breakfast
8:30 am - 9:00 am
Business Meeting
Nominations for the Next Vice Chair(s); Complete the GRC Evaluation Forms; Discuss Future Dates and Venue; Election of the Next Vice Chair(s)
9:00 am - 12:30 pm
Prediction and Causal Inference
9:00 am - 9:10 am
Introduction by Discussion Leader
9:10 am - 9:45 am
"Predicting Heterogeneous Causal Effects: Blending Methods from Causal Inference and Machine Learning"
9:45 am - 10:00 am
Discussion
10:00 am - 10:30 am
Coffee Break
10:30 am - 11:05 am
"What is The Point of Prediction?"
11:05 am - 11:20 am
Discussion
11:20 am - 11:55 am
"Can Predictive Machine Learning Models be used for Causal Inference?"
11:55 am - 12:10 pm
Discussion
12:10 pm - 12:30 pm
General Discussion
12:30 pm - 1:30 pm
Lunch
1:30 pm - 4:00 pm
Free Time
4:00 pm - 6:00 pm
Poster Session
6:00 pm - 7:00 pm
Dinner
7:30 pm - 9:30 pm
Accelerating Research Synthesis in Predictive Ecology
7:30 pm - 7:40 pm
Introduction by Discussion Leader
7:40 pm - 8:15 pm
"Solving the Challenge of Predicting Nature: How Close are We and How Do We Get There?"
8:15 pm - 8:25 pm
Discussion
8:25 pm - 9:00 pm
"NEON – Providing Data at Scale for Ecological Forecasting"
9:00 pm - 9:10 pm
Discussion
9:10 pm - 9:30 pm
General Discussion
Friday
7:30 am - 8:30 am
Breakfast
9:00 am
Departure