Intelligent assessment method and system for invasion risk of limnoperna fortunei in water transfer project

The invention relates to an intelligent assessment method and system for the risk of limnoperna fortunei invasion in a water transfer project, and the method comprises the steps: taking a conventional monitoring environment factor in a target water transfer project as an input variable, continuously...

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Hauptverfasser: FU XUDONG, ZHANG JIAHAO, GAO SEN, YANG YAO, LIANG JIANKUI, XIAO XINZONG, XU MENGZHEN, ZHANG TONGYING, WANG SHULEI, CHEN XINGYU
Format: Patent
Sprache:chi ; eng
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Beschreibung
Zusammenfassung:The invention relates to an intelligent assessment method and system for the risk of limnoperna fortunei invasion in a water transfer project, and the method comprises the steps: taking a conventional monitoring environment factor in a target water transfer project as an input variable, continuously training and fitting the relation between the environment factor and a variable representing the risk of limnoperna fortunei introduction and diffusion through a machine learning method, building a machine learning model, and carrying out the calculation of a limnoperna fortunei invasion risk. Analyzing the machine learning model through a machine learning interpretation model, explaining the output of the machine learning model, and carrying out the intelligent evaluation of the invasion risk of the water transfer project. According to the method, an artificial intelligence machine learning training method is utilized, a machine learning interpretation model is combined, the relation between the limnoperna fortun