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Description: A group to share information related to Artificial Intelligence and Machine Learning. Points Of Contact: JC Nelson (jcnelson@usgs.gov), Pete Doucette (pdoucette@usgs.gov) Meetings: 2nd Tuesdays of the month from 3-4pm ET To join: Add your email to https://listserv.usgs.gov/mailman/listinfo/cdi-aiml |
Go to: Button Hyperlink title Meeting Notes type standard url https://my.usgs.gov/confluence/pages/viewpage.action?pageId=613781934 Button Hyperlink title Forum type standard url https://my.usgs.gov/confluence/x/ppGVJ
**NEW** USGS AI/ML Inventory
Please share the inventory link with anyone in USGS that is working on an AI related project. The CDI AI/ML working group will be sharing this information with the 21st Century Science/EarthMap working group, as well as with the Regions and Mission Areas. For the initial inventory of projects, see FY19 AI/ML Inventory Spreadsheet.
Purpose
The purpose of the group is to discover and share AI/ML work being done at the USGS, offer learning opportunities, learn what needs exist across the bureau, and create connections between USGS employees.
Using the themes generate during the Nov CDI call here is a word cloud highlighting people's interests in AI/ML
Meeting Schedule
Next meeting, November 9Feb 8, 2021
Title: Migration of NLCD and RCMAP to Neural Net classification Systems
Description:
The National Land Cover Database (NLCD) and Rangeland Condition, Monitoring, Assessment, and Projection (RCMAP) will give an overview of progress migrating to cloud processing and Neural Net classification systems for National Scale Production. This progress includes comparison of decision tree classifiers and analysis of modeling inputs to increase accuracy and decrease post processing manipulation.
Presenters:
Patrick Danielson
Technical Support Services Contract (TSSC)
Patrick leads the development and operational components for NLCD, which includes image compositing, AI-Deep Learning, and scaling processes to run on the High Performance Computer (HPC) and in the cloud on AWS.
Kory Postma
Technical Support Services Contract (TSSC)
Kory Postma worked with Boeing on the SETE (Software Engineering Tools and Environments) program and with JHU/APL (The Johns Hopkins University Applied Physics Laboratory) on the DWC (Distributed Weapons Coordination) program before joining USGS EROS in 2009 and is currently the MAA (Mission Acquisition Analyst) for Landsat 8 and Landsat 9 and is responsible for modifying acquisition strategies to support the LTAP (Long-Term Acquisition Plan). Outside of work, Kory has become an expert in game audio programming and was one of the founders of a video game studio that has produced multiple #1 top-selling video games on Steam and has published chapters in technical books related to that field.
Jon Dewitz
NLCD Production Manager
Jon has created NLCD products for twenty years and has led NLCD production for the last 5. He has a background in computer Science, Physics, and Geography.
Matthew is an ecologist working for the U.S Geological Survey at the USGS Earth Resources Observations and Science Center in Sioux Falls, SD. His focus is quantifying the current and historical condition of rangelands across the western United States. These data fuel investigations into the drivers of change in rangeland systems, including climate change, interannual weather variation, and land management practices.
2022
Title: TBD
Announcements
ML Mondays (Fall 2020 course) materials
AI/ML Forum
Please feel free to use the AI/ML Community of Practice Forum to ask questions or to initiate new discussions with this group.
USGS AI/ML Interest List
CDI Artificial Intelligence Interests - GoogleSheet Archive.xlsx
Overview
Community Forums
Content Tools
Tasks