In an exemplary method, a request for images of a location is received. In response to the request, a set of images depicting different conditions at the location is identified. Each image of the set of images is associated with condition information defining the conditions depicted in that image. It may be determined when a user will be at the location at a future point in time. Information identifying current environmental conditions at the location for the future point in time may be received. The set of images are ranked based on the received environmental information and the condition information for each image. An image from the set of images is selected for display based on the selected image's rank relative to other images of the set of images. The selected image depicts current conditions at the location most closely matching environmental conditions expected at the future point in time.