Wheat is one of the most vital crops around the globe. Due to wheat mosaic virus disease,
there are a huge amount of yield quality losses. The mosaic virus is transmitted through curl …

Aquaculture plays a pivotal role in global food production, grappling with distinct hurdles in
water quality, feeding operation, and disease control. Efficient management of these core …

Water quality is affected by increased urbanization as pollutants produced in the urban
environment settle and contaminate water, and there is an increase in competition of water …

Highlights•An automatic shrimp counting method is proposed.•A lightweight YOLOv4 model
is constructed.•The method reduces the time of image annotation in deep learning.•The …

Regular monitoring of the number of various fish species in a variety of habitats is essential
for marine conservation efforts and marine biology research. To address the shortcomings of …

Aquaculture fish diseases pose a serious threat to the security of food supplies. Fish species
vary widely, and because they resemble one another so much, it is challenging to …

Underwater target detection is an indispensable part of marine environmental engineering
and a fast and accurate method of detecting underwater targets is essential. Although many …

Estimating the number of shrimp larvae plays a critical role for achieving reasonable feeding
in aquaculture. However, previous shrimp larvae counting models failed to accurately …

Inspired by the ambitions envisioned in the Fourth Industrial Revolution for aquaculture, also
known as Aquaculture 4.0, the aquaculture (marine animal farming) industry is seeking to …

This paper presents a novel approach to address the essential challenge of accurately
determining the total weight of shrimp within aquaculture ponds. Precise weight estimation is …