Harvest Hub: Food Security from Space
Dr. Hannah Kerner develops machine learning solutions for NASA Harvest, a program led by the University of Maryland, in which a group of international partners use satellite data to make decisions related to food security and agriculture in the U.S. and around the world. Dr. Kerner said she appreci…
AgriTalk-September 3, 2020
Dr. James Mintert, professor of agricultural economics and director at the Center for Commercial Agriculture, joins us to discuss the latest Ag Barometer (which is up 26 points from last month). Then we have a fascinating conversation with representatives of NASA Harvest, including the director, In…
Hannah Kerner on Remote Sensing with Machine Learning
Hannah Kerner is an Assistant Research Professor at the UMD, College Park. Her research focuses on developing machine learning solutions for remote sensing applications in agricultural monitoring, food security, and Earth/planetary science. She is also the Machine Learning Lead and U.S. Domestic Co…
#8 - Machine Learning in Remote Sensing with Dr. Hannah Kerner
Machine learning has incredible applications for the science community when it comes to processing data once it’s been downlinked and perhaps, even processing data on a spacecraft. Applying machine learning algorithms to these applications allows scientific analysis to become much more efficient an…
Mapping South America and Beyond with Fields of The World V2
In this episode I sat down with Hannah Kerner and Tristan Grupp to discuss Fields of The World (FTW), an open-source benchmark and ecosystem for global field boundary segmentation from satellite imagery. We explore the core challenge of building models that generalise across vastly different agricu…
Building "large Earth models" with Hannah Kerner
ASU computer scientist Hannah Kerner explains how the combination of machine learning and satellite data help map farms, monitor disasters and understand climate impacts — turning decades of Earth observation data into tools.
Further listening and reading:
Listen to Hannah on the Satellite and Dee…
Fields Of The World
Where does one field end and the next one begin? It sounds trivial right up until you try to answer it.
In this episode, I'm joined by Hannah Kerner — Assistant Professor at Arizona State University, AI Lead for NASA Harvest and NASA Acres, and Research Advisor for Taylor Geospatial — to talk abou…
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