In the global context of population growth and climate change, monitoring crops is
necessary to sustain agriculture and conserve natural resources. While many studies have …

Sentinel-2 imagery is an unprecedented data source with high spatial, spectral and temporal
resolution in addition to free access. The objective of this paper was to evaluate the potential …

A novel methodology is proposed to robustly map oil seed rape (OSR) flowering phenology
from time series generated from the Copernicus Sentinel-1 (S1) and Sentinel-2 (S2) …

Accurate and timely information on winter wheat spatial distribution is essential for food
security and environmental sustainability. However, high-quality nation-wide winter wheat …

Abstract Knowledge of flowering phenology is essential for understanding the condition of
forest ecosystems and responses to various anthropogenic and environmental drivers …

The ability of the Canadian agriculture sector to make better decisions and manage its
operations more competitively in the long term is only as good as the information available …

Crop yield estimation is a major issue of crop monitoring which remains particularly
challenging in developing countries due to the problem of timely and adequate data …

Cotton is an important cash crop in the world, as the main source of natural and renewable
fiber for textiles. Accurate and timely monitoring of the cotton distribution is crucial for cotton …

As a critical source of food and one of the most economically significant crops in the world,
soybean plays an important role in achieving food security. Large area accurate mapping of …

Because canola is a major oilseed crop, accurately determining its planting areas is crucial
for ensuring food security and achieving UN 2030 sustainable development goals. However …