基于深度模型的海水透明度遥感数据智能分析  

Establishment and analysis of an adaptive migration target intelligent seawater transparency remote sensing data model

作　　者：朱海荣[1] 蔡鹏[1] 陈新东 宗敬文 赵文仓[2] ZHU Hairong;CAI Peng;CHEN Xindong;ZONG Jingwen;ZHAO Wencang(Navy Submarine Academy,Qingdao 266000,China;Qingdao university of science and technology,Qingdao 266000,China)

机构地区：[1]中国人民解放军海军潜艇学院,山东青岛266000 [2]青岛科技大学,山东青岛266000

出　　处：《兵器装备工程学报》2025年第1期295-298,共4页Journal of Ordnance Equipment Engineering

摘　　要：为了减少海水遥感数据模态多样对海水透明度遥感反演的影响,通过在对水色卫星遥感数据预处理标注,完成数据的交叉校准、质量控制,开展海水透明度智能分析,将不完全、多模态海水透明度遥感数据投影到统一共享特征子空间,通过对数据自适应检测分析、智能化处理,建立海水透明度遥感数据智能分析模型。并利用模型对观测点海水透明度开展反演分析,验证了深度模型具有良好的预测能力,实现少标注下遥感透明度数据的智能分析。On the basis of preprocessing and labeling of water color satellite remote sensing data,a reasonable depth model is explored to achieve automatic analysis of seawater transparency through cross calibration and quality control of the data;Adopting the rational and perceptual unified technology of seawater transparency remote sensing data,project incomplete and multimodal seawater transparency remote sensing data into a unified shared feature subspace;Using the proposed adaptive migration target intelligent seawater transparency remote sensing data model,achieve adaptive detection and analysis of seawater transparency remote sensing data,intelligent processing of seawater transparency remote sensing data,and form intelligent analysis techniques.

关 键 词：海水透明度 自适应检测 遥感数据 图像处理 分析 

分 类 号：TH691.9[机械工程—机械制造及自动化]