Core Insights - The article discusses the launch of a data-driven intelligent management platform for marine ranching, developed by the Institute of Oceanology, Chinese Academy of Sciences, and Shandong Blue Ocean Technology Co., Ltd, aimed at transforming marine ranching into a more intelligent and less labor-intensive industry [1][2]. Group 1: Platform Features - The platform is based on "full-domain perception + panoramic integration" and aims to enhance the quality of marine ranching through technological innovation and practical application [1]. - It features a multi-modal data resource system called "Sky, Earth, Sea, and Land," integrating various observation and simulation systems, with a total data volume exceeding 100 million records [2]. - The platform has developed 81 high-quality data sets that integrate data with aquaculture operations, providing real-time insights into critical parameters such as water temperature and fish growth [2]. Group 2: Addressing Industry Challenges - The platform addresses several challenges in marine ranching, including weak perception capabilities, coarse production management, high labor costs, and significant disaster risks [2]. - It offers a comprehensive data product matrix to assist in scientific layout and ecological protection, a precise feeding model to reduce feed costs, and AI models to enhance the quality of harvested products [2]. - An automatic early warning mechanism for marine disasters and environmental anomalies has been established, providing 72-hour advance notice to mitigate potential losses [2]. Group 3: Implementation and Standards - To facilitate rapid implementation of technological results, the platform has innovated a high-efficiency data circulation model and has led the development of national standards and industry norms [3]. - It employs a comprehensive data governance model and multi-layered security mechanisms, utilizing an API-driven subscription service for precise data delivery [3]. - The platform has been demonstrated in four types of marine ranching and is extending its services across the industry chain, showcasing its potential for cross-industry application [3].