Social media data are transforming sustainability science. However, challenges from
restrictions in data accessibility and ethical concerns regarding potential data misuse have …

Due to its increasing incidence, skin cancer, and especially melanoma, is a serious health
disease today. The high mortality rate associated with melanoma makes it necessary to …

We conducted a scoping review to identify and describe trends in the use of social media
images as data sources to inform social science research in published articles from 2015 to …

Recently, as computer vision and image processing technologies have rapidly advanced in
the artificial intelligence (AI) field, deep learning technologies have been applied in the field …

Understanding the activities and preferences of visitors is crucial for managing protected
areas and planning conservation strategies. Conservation culturomics promotes the use of …

The increasing availability of digital images, coupled with sophisticated artificial intelligence
(AI) techniques for image classification, presents an exciting opportunity for biodiversity …

Birdwatching is a common hobby but to identify their species requires the assistance of bird
books. To provide birdwatchers a handy tool to admire the beauty of birds, we developed a …

As social network service usage is rapidly surging in our daily life, social network service
data plays a crucial role in identifying region of attractions and analyzing tourism destination …

There has been a proliferation of studies that have examined the impacts of public
participation in Citizen Science (CS) that respond to environmental challenges and the …

Social media has created new opportunities to map cultural ecosystem services (CES)
related to biodiversity at large scales. However, using these novel data to understand …