Location
This workshop took place at SAMSI, Research Triangle Park, NC
Description
The transition workshop for the CLIM program was an opportunity for the active working groups in the program to exchange results and share their perspectives on common issues. This workshop focused on recent research progress that has been made in connection with the many research areas spanned by the CLIM program. Sessions of talks dedicated to each working group were presented by active members. The workshop’s goal was to facilitate planning for continuing collaborations on further research questions to extend beyond the period of the CLIM program.
Supporting Media
Printable Schedule
Speaker Abstracts
Participant List
Monday, May 14, 2018
SAMSI in Research Triangle Park, NC.
| Description | Speaker | Slides | |
|---|---|---|---|
| Working Group I: Remote Sensing | |||
| Introduction to Remote Sensing Working Group | (Plenary) Amy Braverman, JPL/Caltech | ||
| Optimization Methods in Remote Sensing | Jessica Matthews, NC State University/NOAA | ||
| Incorporating Spatial Dependence in Remote Sensing Inverse Problems | Jonathan Hobbs, JPL | ||
| Statistical Emulation with Dimension Reduction for Complex Physical Forward Models | Emily Kang, University of Cincinnati | ||
| A Notional Framework for a Theory of Data Systems | Maggie Johnson, SAMSI | ||
| Statistical Approaches for Un-Mixing Problem and Application to Satellite Remote Sensing Data | Zhengyuan Zhu , Iowa State University | ||
| Working Group III: Data Assimilation | |||
| Sea Ice, Unstable Subspace, Model Error: Three Topics in Data Assimilation | (Plenary) Amit Apte, ICTS | ||
| Projected Data Assimilation | Erik Van Vleck, University of Kansas | ||
| Understanding Sea Ice Data for Data Assimilation | Christian Sampson, SAMSI | ||
| Working Group XI: Detection and Attribution | |||
| Overview and New Modeling Directions | (Plenary) Dorit Hammerling, NCAR | ||
| Tunable Testbed for Detection and Attribution Methods | Nathan Lenssen, Columbia University | ||
| Inference on the Future State of the Climate Through Combining Multiple Interdependent | Huang Huang, SAMSI | ||
| Working Group X: Ice Dynamics | |||
| Overview of Ice Dynamics Working Group | (Plenary) Murali Haran, Penn State University | ||
| Overview of Sea-Ice Modeling and Statistical Challenges | Deborah Sulsky, University of New Mexico | ||
| Ice Model Calibration using Zero-Inflated Continuous Spatial Data | Won Chang, University of Cincinnati | ||
| Metrics for Evaluating Sea Ice Models | Yawen Guan, SAMSI | ||
| Working Group IX: Food Systems | |||
| Overview of Food Systems Working Group | (Plenary) Hans Kaper, Georgetown University | ||
| Resilience of Food Networks | Kaitlyn Hill, University of Minnesota | ||
| Agent-Based Modeling for Food Systems | Adway Mitra, ICTS via Webex |
Tuesday, May 15, 2018
SAMSI in Research Triangle Park, NC.
| Description | Speaker | Slides | |
|---|---|---|---|
| Working Group VIII: Environmental Health | |||
| Accomplishments of the Environmental Health Working Group | (Plenary) Brian Reich, NC State University | ||
| Projecting the Impact of Temperature Changes on Human Mortality | Veronica Berrocal, University of Michigan | ||
| The Relationship Between Extreme Events and Human Health in a Changing Climate | Jesse Bell, NOAA | ||
| On the Probability Distributions of the Intensity and Duration of Heatwaves | Sohini Raha, NC State University | ||
| Multiple Health Risk Factors | Kimberly Kaufield, LANL | ||
| Bayesian Spatial Propensity Score Analysis: Unmeasured and Spatial Confounding | Bo Li, UIUC | ||
| Working Group II: Parameter Estimation | |||
| Activities and Progress in the “Parameter Optimization in Climate Modeling” Working Group | (Plenary) Ben Timmermans, LBNL | ||
| A Fast Particle-Based Approach for Computer Model Calibration | Ben Lee, Penn State University | ||
| Working Group VII: Stochastic Parameterization & Machine Learning |
|||
| Stochastic Parameterization of Subgrid-Scale Air-Sea Fluxes | (Plenary) Adam Monahan, University of Victoria | ||
| Accounting for Model Errors Due to Sub-Grid Scales by Stochastic Parametrization for Data Assimilation | Fei Lu, Johns Hopkins | ||
| A Generative Adversarial Network Stochastic Parameterization of the Lorenz ’96 Model | David John Gagne, NCAR | ||
| Working Group XII: Risk and Coastal Hazards | |||
| Risk and Coastal Hazards | (Plenary) Brian Blanton, University of North Carolina-Chapel Hill/RENCI | ||
| The Nexus of Climate Data, Insurance, and Adaptive Capacity | Rob Erhardt, Wake Forest University | ||
| Modeling Weather-related House Insurance Claims with Machine Learning Approach | Asim Dey, University of Texas at Dallas | ||
| Estimating Extreme Storm Surge Levels: A Statistical Perspective | Whitney Huang, SAMSI | ||
| Working Group XIII: Statistics in Oceanography | |||
| Statistical Analysis of Oceanographic Data from Argo Profiling Floats: Progress and Challenges | (Plenary) Mikael Kuusela, SAMSI | ||
| Estimating Oxygen in the Southern Ocean using Argo Temperature and Salinity | Donata Giglio, Scripps Institution of Oceanography | ||
| Discussion on Statistics in Oceanography | Michael Stein (Discussant), University of Chicago |
Wedneday, May 16, 2018
SAMSI in Research Triangle Park, NC.
| Description | Speaker | Slides |
|---|---|---|
| Working Group VI: Extremes | ||
| Advances in Understanding of Climate Extremes | (Plenary) Ken Kunkel, NC State University/NOAA | |
| Investigating Precipitation Extremes in the US Gulf Coast through the use of a Multivariate Spatial Hierarchical Model | Brook Russell, Clemson University | |
| Extremes and Networks: A Review of Activities | Ansu Chatterjee, University of Minnesota | |
| Semiparametric Models for Extremes | Surya Tokdar, Duke University | |
| Planning for FINAL REPORT; Group Discussion | ||
| Special Lecture: Climate Extreme and Max-stable Processes | Raphaël Huser, KAUST |
Questions: email [email protected]