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Frontiers in Marine Science · 2026 · Vol. 13 · Frontiers
Introduction Green Total Factor Productivity (GTFP) serves as a key indicator for assessing the green development performance of an industry. This study investigates the GTFP of China's aquaculture industry and its determinants, using panel data from 29 freshwater provinces and 9 coastal provinces over the period 2009–2023. Methods The global Super‑SBM model and the GML index are employed to measure GTFP and analyze its influe...
Frontiers in Marine Science · 2024 · Vol. 11 · Frontiers
This paper presents the design and implementation of an ISO-compliant ocean profiling observation system for wave-powered vertical profiler. This system aims to provide a comprehensive, scalable, and interoperable solution for high-resolution, real-time oceanic observation. As a part of this system, we introduce a wave-powered vertical profiler, known as “Wave Master,” designed to offer enhanced stability and reliability for l...