科技创新与应用2025，Vol.15Issue(17)：106-109,4.DOI:10.19981/j.CN23-1581/G3.2025.17.022
多源异构生态环境数据组织管理技术研究
摘要
Abstract
Ecological and environmental data has the characteristics of multi-source and heterogeneous data.The organization and management of multi-source and heterogeneous data is a basic work in the construction of ecological and environmental informatization.It is also an important guarantee for improving the modernization level of the environmental governance system and achieving smart environmental protection.Combined with the current situation of ecological and environmental data organization and management,the current multi-source ecological and environmental data needs to be integrated urgently,the text analysis index of massive ecological and environmental data needs to be regulated,the classification and retrieval of multi-modal ecological and environmental data lag behind,and the matching efficiency of personalized ecological and environmental data services is insufficient.Problems still exist.This paper builds an overall framework and technical framework for ecological environment data organization and management,and proposes data integrated storage technology based on Hadoop framework and MPP architecture,data indexing technology based on distributed hash coding,and feature extraction technology based on deep learning.The research recommends developing multi-source heterogeneous ecological environment data organization and management technology at the technical level;breaking down business barriers at the management level and enriching data sources;and building multi-source heterogeneous ecological environment data organization and management functional modules or application systems at the application level.关键词
多源异构/智慧环保/数据治理/辅助决策/Hadoop框架/MPP架构Key words
multi-source heterogeneous/smart environmental protection/data governance/decision-making assistance/Hadoop framework/MPP architecture分类
资源环境引用本文复制引用
吴睿,楚阿芳,李晨辉,孙倩,任伟..多源异构生态环境数据组织管理技术研究[J].科技创新与应用,2025,15(17):106-109,4.基金项目
济南市科技计划项目(202317007) （202317007）
