Crop type map** from optical and radar time series using attention-based deep learning

S Ofori-Ampofo, C Pelletier, S Lang - Remote Sensing, 2021 - mdpi.com
Crop maps are key inputs for crop inventory production and yield estimation and can inform
the implementation of effective farm management practices. Producing these maps at …

[PDF][PDF] Deep learning for vegetation classification from optical satellite image time series

MO Turkoglu - 2023 - research-collection.ethz.ch
The monitoring of agricultural areas is of high importance for food production, biodiversity,
and forestry. Increasing world population and changes in food consumption habits require …

[PDF][PDF] Pan-tropical modelling of land cover and land-use change trajectories for newly deforested areas

AC Castro - 2020 - kclpure.kcl.ac.uk
Despite extensive efforts in modelling and monitoring forest cover and forest change, few
advances in the study of land cover (LC) and land use (LU) dynamics following deforestation …