The invention provides an early warning buoy laying method and device for a marine ranch and electronic equipment, and relates to the technical field of marine aquaculture, and the specific implementation scheme is as follows: obtaining geographic space data of the marine ranch; the geographic space data of the marine ranch comprises historical region division information, historical meteorological and hydrological data and breeding data of a plurality of coordinate points in the marine ranch; performing feature selection on the geographic space data to determine first feature information; the first feature information comprises feature information related to region division of the marine ranch; performing clustering analysis on the plurality of coordinate points in the marine ranch based on the first feature information by adopting an unsupervised learning algorithm to obtain a plurality of data clusters; wherein each data cluster comprises at least one coordinate point; performing region division on the marine ranch based on the plurality of data clusters, and determining region space information of a plurality of regions; and according to the area space information of the plurality of areas and the monitoring range information of the early warning buoys, early warning buoy layout information of the marine ranch is determined.
本公开提供了一种海洋牧场的预警浮标布设方法、装置、电子设备,涉及海洋养殖技术领域,具体实现方案为:获取海洋牧场的地理空间数据;海洋牧场的地理空间数据包括海洋牧场中多个坐标点的历史区域划分信息、历史气象水文数据和养殖数据;对地理空间数据进行特征选择,确定第一特征信息;第一特征信息包括与海洋牧场的区域划分相关的特征信息;采用无监督学习算法基于第一特征信息对海洋牧场中多个坐标点进行聚类分析,得到多个数据簇;其中,每个数据簇包括至少一个坐标点;基于多个数据簇对海洋牧场进行区域划分,确定多个区域的区域空间信息;根据多个区域的区域空间信息和预警浮标的监测范围信息,确定海洋牧场的预警浮标布设信息。
Early warning buoy laying method and device for marine ranch and electronic equipment
海洋牧场的预警浮标布设方法、装置、电子设备
2024-09-10
Patent
Electronic Resource
Chinese
IPC: | G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / B63B Schiffe oder sonstige Wasserfahrzeuge , SHIPS OR OTHER WATERBORNE VESSELS / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / G06Q Datenverarbeitungssysteme oder -verfahren, besonders angepasst an verwaltungstechnische, geschäftliche, finanzielle oder betriebswirtschaftliche Zwecke, sowie an geschäftsbezogene Überwachungs- oder Voraussagezwecke , DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES |
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