convolutional neural network, cultural ecosystem services, environmental management, image recognition, machine learning, open source, recreational activities, social media

Environmental management increasingly relies on information about ecosystem services for decision-making. Compared with regulating and provisioning services, cultural ecosystem services (CES) are particularly challenging to characterize and measure …