Machine learning methods for assessing photosynthetic activity: environmental monitoring applications
SS Khruschev, TY Plyusnina, TK Antal, SI Pogosyan… - Biophysical …, 2022 - Springer
Monitoring of the photosynthetic activity of natural and artificial biocenoses is of crucial
importance. Photosynthesis is the basis for the existence of life on Earth, and a decrease in …
importance. Photosynthesis is the basis for the existence of life on Earth, and a decrease in …
Aquaculture 4.0: hybrid neural network multivariate water quality parameters forecasting model
This study examined the efficiency of hybrid deep neural network and multivariate water
quality forecasting model in aquaculture ecosystem. Accurate forecasting of critical water …
quality forecasting model in aquaculture ecosystem. Accurate forecasting of critical water …
Response Surfaces Method and Artificial Intelligence Approaches for Modeling the Effects of Environmental Factors on Chlorophyll a in Isochrysis galbana
L Zhang, J Liu, X Shen, S Li, W Li, X Xiao - Microorganisms, 2023 - mdpi.com
This study reported the condition optimization for chlorophyll a (Chl a) from the microalga
Isochrysis galbana. The key parameters affecting the Chl a content of I. galbana were …
Isochrysis galbana. The key parameters affecting the Chl a content of I. galbana were …
Water quality prediction in sea cucumber farming based on a GRU neural network optimized by an improved whale optimization algorithm
H Yang, S Liu - PeerJ Computer Science, 2022 - peerj.com
Sea cucumber farming is an important part of China's aquaculture industry, and sea
cucumbers have higher requirements for aquaculture water quality. This article proposes a …
cucumbers have higher requirements for aquaculture water quality. This article proposes a …
Mitigating the Impact of Harmful Algal Blooms on Aquaculture Using Technological Interventions: Case Study on a South African Farm
T Ajmal, F Mohammed, MS Goodchild, J Sudarsanan… - Sustainability, 2024 - mdpi.com
Seafood, especially from the ocean, is now seen as a greener and more sustainable source
of protein, causing an increase in its demand. This has also led to people making choices …
of protein, causing an increase in its demand. This has also led to people making choices …
Chlorophyll-α forecasting using LSTM, bidirectional LSTM and GRU networks in El Mar Menor (Spain)
J González-Enrique, MI RodrÍguez-GarcÍa… - Logic Journal of the …, 2024 - academic.oup.com
The objective of this research is to develop accurate forecasting models for chlorophyll-α
concentrations at various depths in El Mar Menor, Spain. Chlorophyll-α plays a crucial role …
concentrations at various depths in El Mar Menor, Spain. Chlorophyll-α plays a crucial role …