Jahan Kariyeva

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

Environmental Drivers of NDVI-Based Vegetation Phenology in Central Asia

Jahan Kariyeva, Willem van Leeuwen · Remote Sensing · 2011 · 105 citations · Full text

Engineering, Land Use, Soil Carbon Content +21

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

Conceptual framework and uncertainty analysis for large-scale, species-agnostic modelling of landscape connectivity across Alberta, Canada

Ronan Marrec, Hossam E. Abdel Moniem, Majid Iravani et al. · Scientific Reports · 2020 · 64 citations · Full text