Gohar Ghazaryan

Ten deep learning techniques to address small data problems with remote sensing

Anastasiia Safonova, Gohar Ghazaryan, Stefan Stiller et al. · International Journal of Applied Earth Observation and Geoinformation · 2023 · 171 citations · Full text

Computing, Computer Science, Data Science +17

Drought risk for agricultural systems in South Africa: Drivers, spatial patterns, and implications for drought risk management

Isabel Meza, Ehsan Eyshi Rezaei, Stefan Siebert et al. · The Science of The Total Environment · 2021 · 154 citations · Full text

Natural Resources, Water Resources Management, Disaster Risk Reduction +16

A rule-based approach for crop identification using multi-temporal and multi-sensor phenological metrics

Gohar Ghazaryan, Olena Dubovyk, Fabian Löw et al. · European Journal of Remote Sensing · 2018 · 99 citations · Full text

Agriculture, Crop Sciences, Earth Sciences +17

Predicting plant biomass and species richness in temperate grasslands across regions, time, and land management with remote sensing and deep learning

Javier Muro, Anja Linstädter, Paul Magdon et al. · Remote Sensing of Environment · 2022 · 81 citations · Full text

Life Sciences, Earth Sciences, Ecology +17

Local-scale agricultural drought monitoring with satellite-based multi-sensor time-series

Gohar Ghazaryan, Olena Dubovyk, Valerie Graw et al. · GIScience & Remote Sensing · 2020 · 65 citations

Agriculture, Crop Sciences, Earth Sciences +17