selected publications

• journal article

  • Climate and biodiversity change constrain the flow of cultural ecosystem services to people: A case study modeling birding across Africa under future climate scenarios.  Science of the Total Environment. 170872-170872. 2024
  • A review of machine learning and big data applications in addressing ecosystem service research gaps.  Ecosystem Services: science, policy and pratice. 101478-101478. 2022
  • Understanding social–ecological systems using social media data.  497-497. 2022
  • Mapping and modeling the impact of climate change on recreational ecosystem services using machine learning and big data.  Environmental Research Letters. 054025-054025. 2022
  • Modeling the Dynamic Landscape Evolution of a Volcanic Coastal Environment Under Future Climate Trajectories.  Frontiers in Earth Science. 2020