Canal ecology monitoring method and system based on multi-source heterogeneous data, and electronic equipment

By using a multi-source heterogeneous data canal ecological monitoring method, integrating sensor, remote sensing and UAV monitoring data, analyzing the changing trends of water quality and hydrological and meteorological indicators, and generating ecological monitoring reports and emergency plans, this method solves the problem of the single monitoring method in existing technologies and realizes accurate monitoring and timely emergency response to multi-dimensional changes in the aquatic ecosystem.

CN120951091APending Publication Date: 2025-11-14WATER TRANSPORT PLANNING & DESIGN INST
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Patent Information

Application Number
CN202511085890.5
Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Filing Date
2025-08-04
Publication Date
2025-11-14

AI Technical Summary

Technical Problem

The existing canal water ecology monitoring system relies on a single monitoring method, which cannot fully reflect the multidimensional changes in the water ecosystem. It also lacks scientific and effective models and algorithms, resulting in limited coverage of monitoring data and an inability to detect potential environmental risks in a timely manner.

Method used

A multi-source heterogeneous data monitoring method is adopted, including monitoring data from multiple types of sensors, remote sensing and UAV monitoring data, and inspection and data entry data. The data is classified and processed according to the data transmission cycle, and after standardization, the weighted least squares model is used to analyze the changing trends of water quality and hydrological and meteorological indicators, and generate canal ecological monitoring reports and emergency plans.

Benefits of technology

It enables precise monitoring of multi-dimensional changes in aquatic ecosystems, provides comprehensive and real-time water quality and hydrological meteorological data, supports scientific water resource allocation and water quality improvement decisions, timely identifies environmental risks, automatically matches emergency plans, and improves the timeliness and effectiveness of emergency response.

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Abstract

The invention discloses a canal ecology monitoring method and system based on multi-source heterogeneous data and electronic equipment, and relates to the field of canal monitoring, and the method comprises the steps: obtaining multi-source heterogeneous data obtained by monitoring the water ecology of a target canal, the multi-source heterogeneous data comprises multi-class sensor monitoring data, remote sensing and unmanned aerial vehicle monitoring data and routing inspection input data; performing classification processing on the multi-source heterogeneous data to obtain a multi-dimensional monitoring data sequence based on a data transmission period; standardizing the multi-dimensional monitoring data sequence, and analyzing the change trend of the water quality and hydro meteorological indexes based on the standardized multi-dimensional monitoring data sequence; and according to the change trend analysis result, generating a canal ecology monitoring report and a water ecology emergency plan. The technical problems that the monitoring mode of a canal water ecology monitoring system in the prior art is single, and multi-dimensional changes of a water ecosystem cannot be comprehensively reflected are solved.
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