Uncovering the research gaps to alleviate the negative impacts of climate change on food security: a review

MS Farooq, M Uzair, A Raza, M Habib, Y Xu… - Frontiers in plant …, 2022 - frontiersin.org
Climatic variability has been acquiring an extensive consideration due to its widespread
ability to impact food production and livelihoods. Climate change has the potential to …

[HTML][HTML] Applications of data mining and machine learning framework in aquaculture and fisheries: A review

J Gladju, BS Kamalam, A Kanagaraj - Smart Agricultural Technology, 2022 - Elsevier
Aquaculture and fisheries sectors are finding ingenious ways to grow and meet the soaring
human demand for nutrient-rich fish and seafood by efficiently utilizing the vast water …

Application of machine learning in intelligent fish aquaculture: A review

S Zhao, S Zhang, J Liu, H Wang, J Zhu, D Li, R Zhao - Aquaculture, 2021 - Elsevier
Among the background of developments in automation and intelligence, machine learning
technology has been extensively applied in aquaculture in recent years, providing a new …

Deep learning for smart fish farming: applications, opportunities and challenges

X Yang, S Zhang, J Liu, Q Gao, S Dong… - Reviews in …, 2021 - Wiley Online Library
The rapid emergence of deep learning (DL) technology has resulted in its successful use in
various fields, including aquaculture. DL creates both new opportunities and a series of …

Technological innovations in the recreational fishing sector: implications for fisheries management and policy

SJ Cooke, P Venturelli, WM Twardek… - Reviews in Fish Biology …, 2021 - Springer
Technology that is developed for or adopted by the recreational fisheries sector (eg, anglers
and the recreational fishing industry) has led to rapid and dramatic changes in how …

Impact of the 2014–2016 marine heatwave on US and Canada West Coast fisheries: Surprises and lessons from key case studies

CM Free, SC Anderson, EA Hellmers… - Fish and …, 2023 - Wiley Online Library
Marine heatwaves are increasingly affecting marine ecosystems, with cascading impacts on
coastal economies, communities, and food systems. Studies of heatwaves provide crucial …

Technology, data and new models for sustainably managing ocean resources

J Leape, M Abbott, H Sakaguchi, A Brett, L Cao… - The Blue Compendium …, 2023 - Springer
We are in the middle of an explosion in new data on the ocean, creating enormous potential
for advances in our understanding and stewardship of ocean resources. An exponential …

Oceans of plenty? Challenges, advancements, and future directions for the provision of evidence-based fisheries management advice

DR Goethel, KL Omori, AE Punt, PD Lynch… - Reviews in Fish Biology …, 2023 - Springer
Marine population modeling, which underpins the scientific advice to support fisheries
interventions, is an active research field with recent advancements to address modern …

Little samplers, big fleet: eDNA metabarcoding from commercial trawlers enhances ocean monitoring

G Maiello, L Talarico, P Carpentieri, F De Angelis… - Fisheries …, 2022 - Elsevier
The global need to monitor the status of marine resources is a priority task in marine
management, but most ocean surveys still rely on costly and time-consuming capture-based …

Assessing and addressing the global state of food production data scarcity

EA Kebede, H Abou Ali, T Clavelle… - Nature Reviews Earth & …, 2024 - nature.com
Food production data—such as crop, livestock, aquaculture and fisheries statistics—are
critical to achieving multiple sustainable development goals. However, the lack of reliable …