The aim of this study was to examine the application of artificial intelligence (AI) in remote sensing and geographical information systems (GIS). The study adopted the use of a review method in which some previous works in the research area were reviewed and important points brought out for the benefit of Remote sensing and GIS experts as well as for the benefit of the public. It was observed from the review that AI could be applicable in Remote Sensing and GIS in areas like change detection analysis by using AI algorithm to investigate land use/cover, image classification, predictive analysis such as forecasting of future occurrences from the present analysis, spatial distribution analysis, mapping such as creation of topographic and land use/cover maps, etc. It was concluded from the review that AI has numerous applications or uses in remote sensing and GIS. It is therefore recommended that application of AI in some common environmental problems like erosion, flooding, and others be studied in future works to bring a lasting solution to the problems, or to mitigate its impacts on the people and the country at large.
                                
                                
                                    
                                    Algorithm, Artificial intelligence, Mapping, Spatial distribution, Remote sensing
                                
                                
                                
                                
                                    
                                        
                                        
                                        
                                        
                                            
                                                
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