Author

Zhoujia Hua

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#graph neural networks Open access Sep 2026

Revealing environmental associations underlying seasonal distribution of Pacific yellowfin tuna species with geospatial neural networks

Yellowfin tuna ( Thunnus albacares ) is a highly migratory and economically important species in the Pacific Ocean, and its spatial distribution is closely associated with marine environmental conditions. To investigate the environmental associations underlying the spatial patterns of yellowfin tuna nominal catch per u...

Yujing Zhu, Xiaoming Yang, Xiaojie Dai et al. · Frontiers in Marine Science · 0 citations

#graph neural networks Open access Sep 2026

Revealing Seasonal Environmental Associations and Spatial Heterogeneity of Pacific Yellowfin Tuna CPUE Using an Interpretable Neural Network Framework

Understanding the spatial distribution patterns of pelagic species such as yellowfin tuna (Thunnus albacares) is essential for ecosystem-based fisheries management. However, characterizing CPUE–environment relationships remain challenging because these relationships may be nonlinear and spatially heterogeneous across l...

Maolian Li, Xiaoming Yang, Zhoujia Hua et al. · Fishes · 0 citations