Results 1 to 10 of about 1,067 (212)
IEEE Access, 2022 Fishery catch forecasting is a crucial aspect of aquatic research because of its relevance to establishing effective fishery management and resource allocation systems.
Genki Suzuki, Hiroyuki Shioya, Yue Zhang
exaly +3 more sources
Marine fishery resource dynamic prediction based on CNN-XGBoost fusion model [PDF]
Scientific ReportsMarine fishery resource prediction is crucial for sustainable fishery management and ecosystem conservation, yet traditional statistical methods face limitations in capturing the complex non-linear relationships and multi-scale temporal dependencies ...
Mingqi Zhang
doaj +2 more sources
Simulation and forecasting of fishery weather based on statistical machine learning
Information Processing in AgricultureAs the new generation of artificial intelligence (AI) continues to evolve, weather big data and statistical machine learning (SML) technologies complement each other and are deeply integrated to significantly improve the processing and forecasting ...
Xueqian Fu, Qiaoyu Ma, Chunyu Zhang
exaly +3 more sources
Exploring the Habitat Distribution of Decapterus macarellus in the South China Sea Under Varying Spatial Resolutions: A Combined Approach Using Multiple Machine Learning and the MaxEnt Model [PDF]
BiologyThe selection of environmental variables with different spatial resolutions is a critical factor affecting the accuracy of machine learning-based fishery forecasting.
Qikun Shen +4 more
doaj +2 more sources
Environmental Effects on the Ecological Carrying Capacity of Marine Ranching in the Northern South China Sea [PDF]
BiologyThe marine ecological carrying capacity (MECC) of marine ranching serves as a crucial indicator for assessing the conservation effect of fishery resources and forms a significant basis for scientific management of coastal fisheries.
Ziwen Wang +5 more
doaj +2 more sources
npj Ocean Sustainability, 2023 The Arctic’s extreme environmental conditions and remoteness make it a complex and dynamic environment for maritime operators. We find that Arctic shipping has grown by 7% per year over the past decade, despite the hazardous weather and sea-ice ...
Malte Müller +3 more
doaj +1 more source
Analysis of long-term trends of world prices for agricultural products [PDF]
E3S Web of Conferences, 2021 The issues related to the long-term pricing process in the world market of agricultural products are discussed in the paper. It is noted that international trade of agro-industrial products, namely the fishery commodities, is one of the key components of
Medvedeva Lyudmila, Ivanova Elena
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Results of the salmon fishing season in the North Pacific in 2022
Известия ТИНРО, 2023 Results of the 2022 salmon fishing season in the North Pacific are presented, including the data on landing of pacific salmon in the Far East of Russia, on the Pacific and Arctic coasts of North America and in Japan.
S. L. Marchenko
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Forecasting World Tuna Catches with ARIMA-Spline and ARIMA-Neural Networks Models
Walailak Journal of Science and Technology, 2021 Tuna is a renewable resource that has been managed regionally, but its worldwide capacity for regeneration is still little known. A time-series dataset of tuna catches was used to develop nonlinear univariate models for monitoring the sustainability of ...
Boonmee LEE +3 more
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Известия ТИНРО, 2023 Results of marine trawl surveys for accounting of pink salmon in 2021 and 2022 and the main results of the salmon fishery in 2022 are presented.
E. A. Shevlyakov +5 more
doaj +1 more source