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Abstract: Mapping Cultural Ecosystem Service Flows from Crowdsourced Imagery: A Zero-Shot Learning Approach with the Vision–Language Model CLIP (AGU25)

Mapping Cultural Ecosystem Service Flows from Crowdsourced Imagery: A Zero-Shot Learning Approach with the Vision–Language Model CLIP

Hao-Yu Liao1, Chang Zhao1, Caglar Koylu2, Haojie Cao3, Jiangxiao Qiu4, Corey Callaghan5, Jiayi Song3 and Wei Shao6, (1)University of Florida, Agronomy Department, Gainesville, United States, (2)University of Iowa, School of Earth, Environment, and Sustainability, Iowa City, United States, (3)University of Florida, School of Natural Resources and Environment, Gainesville, United States, (4)University of Florida, School of Forest, Fisheries, and Geomatics Sciences, Gainesville, United States, (5)University of Florida, Department of Wildlife Ecology and Conservation, Gainesville, United States, (6)University of Florida, Department of Medicine, Gainesville, United States
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