Marine environmental monitoring and data platform technology plays a pivotal role in advancing marine scientific research,sustainable resource development,ecological conservation,and the effective utilization of ocean...Marine environmental monitoring and data platform technology plays a pivotal role in advancing marine scientific research,sustainable resource development,ecological conservation,and the effective utilization of ocean resources.Despite its growing importance in addressing global environmental and economic challenges,a comprehensive and systematic review of recent advancements in this field remains lacking.To address this gap,this paper synthesizes and analyzes academic literature published between 2021 and 2025,sourced from reputable databases including Scopus and Web of Science,while adhering to the PRISMA systematic review standards.It delineates core technologies employed in marine environmental monitoring,such as advanced sensor systems,robust data acquisition and transmission methods,and innovative data processing and analysis techniques.Furthermore,the study examines the architectural functionalities,data sharing mechanisms,and interoperability standards that underpin modern marine data platforms.The paper also addresses critical technical challenges encountered in deep-water monitoring operations,including equipment durability under extreme conditions,significant economic constraints,data management complexities,and emerging privacy and security concerns.Finally,future development trajectories are outlined,emphasizing the transformative potential of novel materials and artificial intelligence(AI)in enhancing deep-water monitoring capabilities,alongside the urgent need for strengthened global collaboration to improve data sharing protocols and management frameworks.Collectively,the continuous evolution of marine monitoring technologies promises to provide increasingly intelligent,integrated,and systematic support for global marine protection efforts and sustainable resource stewardship.展开更多
Key areas such as marine resource exploration,real-time monitoring of ecological environments,and national defense security systems urgently require reliable underwater information transmission capabilities as a found...Key areas such as marine resource exploration,real-time monitoring of ecological environments,and national defense security systems urgently require reliable underwater information transmission capabilities as a foundation.Underwater acoustic communication(UAC),leveraging its unique advantages as the most effective method for long-range data transfer in aquatic environments,has become an indispensable enabling technology for supporting these core applications.This review systematically examines recent advancements in UAC technology and their critical role in enabling modern marine initiatives.The analysis covers key developments in both non-coherent and coherent communication systems,including single-carrier and multi-carrier modulation schemes such as OFDM.It highlights their respective advantages in terms of robustness and high-data-rate transmission.The significant impact of challenging underwater channel characteristics,notably severe multipath fading,time-varying Doppler shifts,limited bandwidth,and environmental noise,is discussed alongside corresponding mitigation strategies.Furthermore,the integration of machine learning for sophisticated channel estimation,adaptive equalization,and intelligent system optimization is explored as a promising frontier.Emerging technologies like spread-spectrum,full-duplex,and covert UAC are also evaluated for their potential in specialized and high-stakes applications.The paper concludes by identifying persistent challenges,including regulatory constraints,physical-layer security issues,interoperability across platforms,and energy efficiency demands.Finally,it outlines future research directions aimed at developing more intelligent,secure,and efficient next-generation underwater networks.展开更多
文摘Marine environmental monitoring and data platform technology plays a pivotal role in advancing marine scientific research,sustainable resource development,ecological conservation,and the effective utilization of ocean resources.Despite its growing importance in addressing global environmental and economic challenges,a comprehensive and systematic review of recent advancements in this field remains lacking.To address this gap,this paper synthesizes and analyzes academic literature published between 2021 and 2025,sourced from reputable databases including Scopus and Web of Science,while adhering to the PRISMA systematic review standards.It delineates core technologies employed in marine environmental monitoring,such as advanced sensor systems,robust data acquisition and transmission methods,and innovative data processing and analysis techniques.Furthermore,the study examines the architectural functionalities,data sharing mechanisms,and interoperability standards that underpin modern marine data platforms.The paper also addresses critical technical challenges encountered in deep-water monitoring operations,including equipment durability under extreme conditions,significant economic constraints,data management complexities,and emerging privacy and security concerns.Finally,future development trajectories are outlined,emphasizing the transformative potential of novel materials and artificial intelligence(AI)in enhancing deep-water monitoring capabilities,alongside the urgent need for strengthened global collaboration to improve data sharing protocols and management frameworks.Collectively,the continuous evolution of marine monitoring technologies promises to provide increasingly intelligent,integrated,and systematic support for global marine protection efforts and sustainable resource stewardship.
文摘Key areas such as marine resource exploration,real-time monitoring of ecological environments,and national defense security systems urgently require reliable underwater information transmission capabilities as a foundation.Underwater acoustic communication(UAC),leveraging its unique advantages as the most effective method for long-range data transfer in aquatic environments,has become an indispensable enabling technology for supporting these core applications.This review systematically examines recent advancements in UAC technology and their critical role in enabling modern marine initiatives.The analysis covers key developments in both non-coherent and coherent communication systems,including single-carrier and multi-carrier modulation schemes such as OFDM.It highlights their respective advantages in terms of robustness and high-data-rate transmission.The significant impact of challenging underwater channel characteristics,notably severe multipath fading,time-varying Doppler shifts,limited bandwidth,and environmental noise,is discussed alongside corresponding mitigation strategies.Furthermore,the integration of machine learning for sophisticated channel estimation,adaptive equalization,and intelligent system optimization is explored as a promising frontier.Emerging technologies like spread-spectrum,full-duplex,and covert UAC are also evaluated for their potential in specialized and high-stakes applications.The paper concludes by identifying persistent challenges,including regulatory constraints,physical-layer security issues,interoperability across platforms,and energy efficiency demands.Finally,it outlines future research directions aimed at developing more intelligent,secure,and efficient next-generation underwater networks.
