Large-scale crop yield estimation is, in part, made possible due to the availability of remote
sensing data allowing for the continuous monitoring of crops throughout their growth cycle …

Field-scale crop monitoring is essential for agricultural management and policy making for
food security and sustainability. Automating crop classification process while elaborating a …

Many crop yield estimation techniques are being used, however the most effective one is
based on using geospatial data and technologies such as remote sensing. However, the …

Horticulture maps are absent in Egypt, despite the vital importance of horticulture crops as a
main part of the agriculture economy. The available land use/cover datasets have only one …

Leaf optical properties can be used to identify environmental conditions, the effect of light
intensities, plant hormone levels, pigment concentrations, and cellular structures. However …

Accurate and timely spatiotemporal distribution information of soybean is vital for
sustainable agriculture development. However, it is challenging to establish a phenology …

Multispectral information is crucial for remote sensing crop monitoring, but current methods
struggle with inadequate feature extraction, leading to poor generalization and incomplete …

Hyperspectral technology offers significant potential for non-invasive monitoring and
prediction of morphological parameters in plants. In this study, UV− VIS− NIR− SWIR …

Soybean is the main crop of the Brazilian agribusiness. The near-real-time monitoring of this
crop is important in the production estimate, identification of the progress, and location of the …

Brazil is one of the world leaders in replacing forests with agriculture. Agribusiness has
responded to international public opinion by introducing the Soy Moratorium,(SoyM), an …