Roger Auch, United States Geological Survey; Regional Land Cover Class Change in the Conterminous United States, 1985-2018 

Matthew DeWitte, No Affiliation ; Using deep transfer learning for Unsupervised image segmentation in remote sensing 

Leila Gass, ; The National Land Cover Database: Methods to Improve Impervious Surface Data 

Jun Luo, Missouri State University; Multi-class Land Use/Cover Change Detection with Deep Learning 

Mukti Subedi, ; DO LIDAR DATA OFFER PRACTICAL SIGNIFICANCE IN LULC CLASSIFICATION OVER NAIP DATA? COMPARING MULTIPLE MACHINE LEARNING ALGORITHMS USING GEOGRAPHIC OBJECT-BASED IMAGE ANALYSIS COUPLED WITH TARGET-ORIENTED VALIDATION 

Delaney Demaret, ; Tracking and Analysis of Socio-Environmental Impacts of Informal Road Building in the Amazon Borderlands 

Eli Beech-Brown, ; Using Planet Data and Google Earth Engine to Automate Mapping of Informal Roads In The Amazon Borderlands. 

Caleigh McLaren, ; Land Use Projections and Vulnerability in the Broad Meadow Brook Wildlife Sanctuary, Worcester, Massachusetts 

David Henriques, ; Mapping Tree Canopy Cover Change from 1952-2018 using Arial Imagery in the Columbus Park Neighborhood in Worcester, Massachusetts 

Ryan Good, University of Florida; Remote Sensing-Derived Drivers of Vegetation Persistence in East Africa 

xuanda pei, ; Identify Ghost Cities Using Random Forest Algorithm in Hohhot City, China 

Zhejing Cao, ; Coordination between node, place, and ridership: Comparing three transit operators in Tokyo 

Alana Ginsburg, ; Forecasting crop yields through the use of Machine Learning algorithms and Earth Observation data in Kenya 

Corrie Monteverde, San Diego State University; Brazilian Amazon Unprotected Area Deforestation Impact on Dry Season Climate 

Amanda Hoffman-Hall, University of Maryland; Ecological Footprint of Vegetarian Diets 

Caitlin Berger, ; Observing The Effects of a Novel Food Waste Supplementation Method on the Growth of Tomato Plants 

Gloria McCutcheon, ; The Role of Women in Sustainable Agriculture in three Global Regions: Environmental-Friendly Practices and Passing Knowledge along to Future Generations 

Paola Felix, ; Student-led action research on basic needs and food sovereignty as universities respond to COVID-19: An Equity Framework and a Case Study