Evan R. DeLancey

Google Earth Engine, Open-Access Satellite Data, and Machine Learning in Support of Large-Area Probabilistic Wetland Mapping

Jennifer N. Hird, Evan R. DeLancey, Gregory J. McDermid et al. · Remote Sensing · 2017 · 289 citations · Full text

Earth Observation, Environmental Monitoring, Machine Learning +17

Comparing Deep Learning and Shallow Learning for Large-Scale Wetland Classification in Alberta, Canada

Evan R. DeLancey, John F. Simms, Masoud Mahdianpari et al. · Remote Sensing · 2019 · 173 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +18

The spatially varying influence of humans on fire probability in North America

Marc‐André Parisien, Carol Miller, Sean A. Parks et al. · Environmental Research Letters · 2016 · 159 citations · Full text

Big Data for a Big Country: The First Generation of Canadian Wetland Inventory Map at a Spatial Resolution of 10-m Using Sentinel-1 and Sentinel-2 Data on the Google Earth Engine Cloud Computing Platform

Masoud Mahdianpari, Bahram Salehi, Fariba Mohammadimanesh et al. · Canadian Journal of Remote Sensing · 2020 · 117 citations · Full text

Large-scale probabilistic identification of boreal peatlands using Google Earth Engine, open-access satellite data, and machine learning

Evan R. DeLancey, Jahan Kariyeva, Jason T. Bried et al. · PLoS ONE · 2019 · 74 citations · Full text