基于全栈国产化的丹江口水库智能遥感监测平台建设OA
Construction of intelligent remote sensing monitoring platform for Danjiangkou Reservoir based on full-stack domestic substitution technologies
针对丹江口水库水域广阔、岸线复杂,传统人工巡查盲区多、发现晚、取证难的痛点,以及水利关键信息基础设施对核心技术自主可控的迫切需求,提出并构建一套基于全栈国产化技术底座与自动接收、解译、研判、预警("四自")闭环体系的智能遥感监测平台.利用"吉林一号"高频遥感数据与华为鲲鹏+昇腾算力底座,实现从影像获取到风险处置的全流程无人化干预.实际运行数据显示,平台将影像处理周期缩短60%以上,问题图斑误报率降低90%,实现库区"四乱"问题的早发现、早预警.研究成果为大型水利枢纽工程在信创环境下的数字化转型提供可复制的参考借鉴.
Addressing the blind spots,delayed detection,and evidence collection difficulties associated with traditional manual patrols across the vast water area and complex shoreline of Danjiangkou Reservoir,as well as the urgent need for technological autonomy and controllability in critical water conservancy information infrastructure,this paper proposed and constructed an intelligent remote sensing monitoring platform based on a full-stack domestic substitution technology foundation and a closed-loop system featuring"automatic reception,automatic interpretation,automatic analysis,and automatic early warning"(the"Four Self"closed loop).The platform leveraged high-frequency remote sensing data from the"Jilin-1"satellites and the Huawei Kunpeng+Ascend computing infrastructure,enabling fully unattended operation throughout the entire process from image acquisition to risk response.Actual operational data showed that the platform reduced the image processing cycle by more than 60%and lowered the false-positive rate for problematic patches by 90%,enabling early detection and early warning of the"four disorders"issues in the reservoir area.This study provides a replicable reference for the digital transformation of large-scale water conservancy projects in an information technology application innovation environment.
张保华;程文杰
南水北调中线水源有限责任公司,湖北 丹江口 442700长光卫星技术股份有限公司,吉林长春 130051
建筑与水利
全栈国产化智能遥感监测"四自"闭环深度学习丹江口水库
full-stack domestic substitutionintelligent remote sensing monitoring"Four Self"closed loopdeep learningDanjiangkou Reservoir
《水利信息化》 2026 (4)
85-92,8
评论