Cashews are grown by over 3 million smallholder farmers in> 40 countries worldwide as a
principal source of income. Expanding the area of cashew plantations and increasing …

The land-conversion of rice fields can reduce rice production and negatively impact food
security. Consequently, monitoring is essential to prevent the loss of productive agricultural …

Thoroughly investigating the characteristics of new generation hyperspectral and high
spatial resolution spaceborne sensors will advance the study of agricultural crops …

Accurate timely and early-season crop yield estimation within the field variability is important
for precision farming and sustainable management applications. Therefore, the ability to …

Agricultural intensification practices have been adopted in the Brazilian savanna (Cerrado),
mainly in the transition between Cerrado and the Amazon Forest, to increase productivity …

Earth-observing satellites have become essential in comprehending human impacts on the
landscape. Satellite-based imagery is indispensable for map** Earth's features, managing …

This study explored the performance and reliability of three predictive models—extreme
gradient boosting (XGB), convolutional neural network (CNN), and residual neural network …

The availability of a constellation remote sensing satellite system using very high resolution
(VHR) synthetic aperture radar (SAR) is beneficial to obtain information from the earth …

The dissertation titled" Crop yield prediction using machine learning, multi-source Remote
Sensing technologies and data fusion: a case study of Mezőhegyes Hungary" focuses on …

Rapid population growth causes smallholders to practice unsustainable forms of land
intensification to meet increasing food demand. Food insecurity is exacerbated by unreliable …