Author(s)

Shan Zhang ¹, Songlin Zhang ², Xiaofei Li ³, Daoyuan Chen ², Yubai Zhang ⁴

Affiliation(s)

¹ Yantai Marine Environmental Monitoring and Forecasting, Yantai, Shandong, 264000, China
² Xiamen Boyada Technology Co., Ltd., Xiamen, Fujian, 361000, China
³ Qingdao Brilliora Marine Technology Co., Ltd., Qingdao, Shandong, 266000, China
⁴ Shandong Marine Forecast and Hazard Mitigation Service, Qingdao, Shandong 266000, China

Corresponding Author

Yubai Zhang

ABSTRACT

With the continuous advancement of marine scientific research, the technologies for marine data collection and analysis have rapidly evolved, opening up new avenues for innovation. Traditional marine data collection methods are increasingly unable to meet the demands of complex marine environments, particularly when it comes to issues such as data accuracy, real-time processing, and extensive coverage, all of which present numerous challenges. Modern technologies, such as autonomous underwater vehicles (AUVs), sensor technologies, and multi-source data fusion, have significantly enhanced the quality of marine data acquisition. Additionally, advancements in data analysis techniques, particularly in big data processing, machine learning, and spatiotemporal analysis, have provided robust support for in-depth marine data interpretation. However, challenges such as ensuring data quality, maintaining real-time processing, and addressing privacy and security concerns remain critical issues that require urgent resolution. This paper delves into the innovative methods and applications of marine data collection and analysis, focusing on technological progress and practical challenges while proposing corresponding solutions.

KEYWORDS

Innovative technologies; Multi-source data fusion; Machine learning; Spatiotemporal analysis

CITE THIS PAPER

Shan Zhang, Songlin Zhang, Xiaofei Li, Daoyuan Chen, Yubai Zhang, Innovative Methods and Applications in Marine Data Collection and Analysis. Environment, Resource and Ecology Journal (2025) Vol. 9: 57-62. DOI: http://dx.doi.org/10.23977/erej.2025.090107.

REFERENCES

[1] Li W, Li M, Wang S, et al. Dynamic analysis and testing of the anti-sway device for marine environmental monitoring platform data collection pods. Fisheries Modernization, 2024, 51(6), 49-60.
[2] Wang H, Tong C. Design and research of a marine surveying and mapping data collection and processing system. Industrial Instruments and Automation Devices, 2023, (5), 35-39.
[3] Qu Z, Li M, Shi K. The construction and development of maritime police in the digital ocean domain. China's Military-to-Civilian Conversion, 2024, (12), 13-15.
[4] Chen M, Wei L, Zhang Y. Development of a marine observation and forecasting platform based on time-series databases. Geospatial Information, 2024, 22(5), 85-87.
[5] Xu G, Yan X, Huang W, et al. Construction of a geographic spatiotemporal data grid-based intelligent service platform for the marine ranching in the Beibu Gulf. Journal of Nanning Normal University: Natural Science Edition, 2023, 40(2), 113-118.

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