Effects of oyster shell addition on shrimp aquaculture and the dynamic succession of surface biofilm microbial communities DOI Creative Commons

Xianke Huang,

Guoqiang Xiao, Xiang Zhang

et al.

Frontiers in Marine Science, Journal Year: 2024, Volume and Issue: 11

Published: Nov. 20, 2024

Introduction In the context of Litopenaeus vannamei aquaculture, incorporation oyster shells has proven beneficial for enhancing water quality and growth conditions shrimp. Nonetheless, specific effects in-situ treatment using on shrimp growth, along with composition succession dynamics microbial community within shell biofilms, have yet to be thoroughly investigated. Methods This study established control, low-concentration, high-concentration addition groups emulate environment shells, objective elucidating impacts aquaculture setting. Results The results showed that could significantly improve length ( F = 12.248, P 0.005 ), weight( 138.234, < 0.001 survival rate 15.248, ) shrimp, while there were no significant differences in -1.233, 0.267 -2.143, 0.076 between high low concentration groups. Additionally, resulted elevated phosphate levels 74.92, Day 70), diminished nitrite 5.276, 0.031 56), increased nitrate concentrations 9.421, 0.006 70). Within relative abundances Ruegeria, Tenacibaculum , BD2- 11_terrestrial_group Kapabacteriales exhibited declines over time, whereas abundance Nitrospira demonstrated a marked increase, ultimately emerging as predominant bacterium (Relative 31.8%) biofilms during latter stages experiment. also notably higher experimental group control 2.265, ). Discussion biofilm provided proliferation thereby accelerating transformation into system, which subsequently improved farming conditions. research offers valuable insights application contributes theoretical underpinnings necessary advancing our understanding mechanisms through enhance foster health.

Language: Английский

Artificial Intelligence of Things (AIoT) Advances in Aquaculture: A Review DOI Open Access
Yo‐Ping Huang, Simon Peter Khabusi

Processes, Journal Year: 2025, Volume and Issue: 13(1), P. 73 - 73

Published: Jan. 1, 2025

The integration of artificial intelligence (AI) and the internet things (IoT), known as (AIoT), is driving significant advancements in aquaculture industry, offering solutions to longstanding challenges related operational efficiency, sustainability, productivity. This review explores latest research studies AIoT within focusing on real-time environmental monitoring, data-driven decision-making, automation. IoT sensors deployed across systems continuously track critical parameters such temperature, pH, dissolved oxygen, salinity, fish behavior. AI algorithms process these data streams provide predictive insights into water quality management, disease detection, species identification, biomass estimation, optimized feeding strategies, among others. Much adoption advantageous various fronts, there are still numerous challenges, including high implementation costs, privacy concerns, need for scalable adaptable models diverse environments. also highlights future directions aquaculture, emphasizing potential hybrid models, improved scalability large-scale operations, sustainable resource management.

Language: Английский

Citations

4
Importance of biofilms in water quality management in aquaculture systems—a review DOI

Mamdouh Al- Harbi,

Ramzi H. Amran, Sathianeson Satheesh

et al.

Aquaculture International, Journal Year: 2025, Volume and Issue: 33(4)

Published: April 3, 2025

Language: Английский

Citations

0
A systematic analysis of recirculating aquaculture systems (RAS) and biofloc technology (BFT) for white leg shrimp (Litopenaeus vannamei) in the indoor farming system DOI
Md. Abdul Halim, Dania Aziz, Aziz Arshad

et al.

Aquacultural Engineering, Journal Year: 2025, Volume and Issue: unknown, P. 102544 - 102544

Published: April 1, 2025

Language: Английский

Citations

0
Integrating AIoT Technologies in Aquaculture: A Systematic Review DOI Creative Commons
Fahmida Wazed Tina, Nasrin Afsarimanesh, Anindya Nag

et al.

Future Internet, Journal Year: 2025, Volume and Issue: 17(5), P. 199 - 199

Published: April 30, 2025

The increasing global demand for seafood underscores the necessity sustainable aquaculture practices. However, several challenges, including rising operational costs, variable environmental conditions, and threat of disease outbreaks, impede progress in this field. This review explores transformative role Artificial Intelligence Things (AIoT) mitigating these challenges. We analyse current research on AIoT applications aquaculture, with a strong emphasis use IoT sensors real-time data collection AI algorithms effective analysis. Our focus areas include monitoring water quality, implementing smart feeding strategies, detecting diseases, analysing fish behaviour, employing automated counting techniques. Nevertheless, gaps remain, particularly regarding integration broodstock management, development multimodal systems, challenges model generalization. Future advancements should prioritise adaptability, cost-effectiveness, sustainability while emphasizing importance advanced biosensing capabilities, digital twin technologies. In conclusion, presents substantial opportunities enhancing practices, successful implementation will depend overcoming related to scalability, cost, technical expertise, improving models’ ensuring sustainability.

Language: Английский

Citations

0
Effects of oyster shell addition on shrimp aquaculture and the dynamic succession of surface biofilm microbial communities DOI Creative Commons

Xianke Huang,

Guoqiang Xiao, Xiang Zhang

et al.

Frontiers in Marine Science, Journal Year: 2024, Volume and Issue: 11

Published: Nov. 20, 2024

Introduction In the context of Litopenaeus vannamei aquaculture, incorporation oyster shells has proven beneficial for enhancing water quality and growth conditions shrimp. Nonetheless, specific effects in-situ treatment using on shrimp growth, along with composition succession dynamics microbial community within shell biofilms, have yet to be thoroughly investigated. Methods This study established control, low-concentration, high-concentration addition groups emulate environment shells, objective elucidating impacts aquaculture setting. Results The results showed that could significantly improve length ( F = 12.248, P 0.005 ), weight( 138.234, < 0.001 survival rate 15.248, ) shrimp, while there were no significant differences in -1.233, 0.267 -2.143, 0.076 between high low concentration groups. Additionally, resulted elevated phosphate levels 74.92, Day 70), diminished nitrite 5.276, 0.031 56), increased nitrate concentrations 9.421, 0.006 70). Within relative abundances Ruegeria, Tenacibaculum , BD2- 11_terrestrial_group Kapabacteriales exhibited declines over time, whereas abundance Nitrospira demonstrated a marked increase, ultimately emerging as predominant bacterium (Relative 31.8%) biofilms during latter stages experiment. also notably higher experimental group control 2.265, ). Discussion biofilm provided proliferation thereby accelerating transformation into system, which subsequently improved farming conditions. research offers valuable insights application contributes theoretical underpinnings necessary advancing our understanding mechanisms through enhance foster health.

Language: Английский

Citations

1