Background Above-ground biomass (AGB) is a basic agronomic parameter for field
investigation and is frequently used to indicate crop growth status, the effects of agricultural …

Abstract Soil Organic Carbon (SOC) is a useful representative of soil fertility and an essential
parameter in controlling the dynamics of various agrochemicals in soil. Soil texture is also …

Corn yields vary spatially and temporally in the plots as a result of weather, altitude, variety,
plant density, available water, nutrients, and planting date; these are the main factors that …

Advances in machine learning have changed many fields of study and it has also drawn
attention in a variety of remote sensing applications. In particular, deep convolutional neural …

Knowledge of the distribution of tree species within a forest is key for multiple economic and
ecological applications. This information is traditionally acquired through time-consuming …

Flooding is one of the catastrophic natural hazards worldwide that can easily cause
devastating effects on human life and property. Remote sensing devices are becoming …

The accurate assessment and monitoring of crop water status is a critical component of
precision agriculture. Over the recent decade, unmanned aerial vehicles (UAVs) integrated …

The optimization of forest management in roadsides is a necessary task in terms of wildfire
prevention in order to mitigate their effects. Forest fire risk assessment identifies high-risk …

The tools available to farmers to manage grazed pastures and adjust forage demand to
grass growth are generally rather static. Unmanned aerial systems (UASs) are interesting …

Terrestrial oil pollution is one of the major causes of ecological damage within the Niger
Delta region of Nigeria and has caused a considerable loss of mangroves and arable …