人工智能与地理信息系统

N. Amankulova, M. Molmakova, G. Karimova
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引用次数: 0

摘要

本文讨论了在GIS中使用人工智能(AI)的现代方面。人工智能与地理信息系统的融合为分析和处理地理数据开辟了新的机遇和前景。本文探讨了人工智能在地理信息系统中的作用及其对地理信息科学各个方面的影响。介绍了人工智能在GIS中可以解决的主要任务,如地图上物体的自动识别、地理过程的预测和建模、路线的优化和决策。它还讨论了GIS中使用的各种人工智能方法和类型,例如神经网络和机器学习。介绍了人工智能在GIS中的具体应用实例,如火灾预测、寻找资源的地形分析、确定基础设施的最佳位置等。介绍了利用人工智能解决地理信息问题的阶段。研究表明,在地理信息系统中使用人工智能有助于更准确、更有效地分析地理数据,有助于识别隐藏的模式,并改善各个领域的决策。人工智能正在成为处理地理数据的重要工具,并有助于发展更加智能和自动化的地理信息系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Artificial Intelligence and Geoinformation Systems
This article discusses modern aspects of the use of artificial intelligence (AI) in GIS. Integrating AI into GIS opens new opportunities and prospects for analyzing and processing geographic data. This paper examines the role of artificial intelligence in GIS and its impact on various aspects of geographic information science. The main tasks that AI can solve in GIS are described, such as automatic recognition of objects on the map, forecasting and modeling of geographic processes, optimization of routes and decision making. It also discusses various methods and types of artificial intelligence that are used in GIS, such as neural networks and machine learning. Examples of specific applications of AI in GIS are described, such as fire forecasting, terrain analysis to find resources, determining the optimal location of infrastructure, and others. The stages of using artificial intelligence to solve geoinformation problems are presented. The study shows that the use of artificial intelligence in geographic information systems contributes to more accurate and efficient analysis of geographic data, helps to identify hidden patterns, and improve decision making in various areas. Artificial intelligence is becoming an important tool for working with geodata and contributes to the development of more intelligent and automated GIS.
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