Crowdsourced data and machine learning to measure cultural ecosystem services

by Havinga, Ilan

Spatial quantification to examine the effectiveness of payments for ecosystem services: A case study of Costa Rica's Pago de Servicios Ambientales

by Havinga, Ilan, Hein, Lars, Vega-Araya, Mauricio, Languillaume, Antoine

Defining and spatially modelling cultural ecosystem services using crowdsourced data

by Havinga, Ilan, Bogaart, Patrick W., Hein, Lars, Tuia, Devis

Understanding the sentiment associated with cultural ecosystem services using images and text from social media

by Havinga, Ilan, Marcos, Diego, Bogaart, Patrick, Tuia, Devis, Hein, Lars

GB aesthetics

by Havinga, Ilan, Marcos, Diego, Bogaart, Patrick W., Hein, Lars, Tuia, Devis

Geo-Data for Mapping Scenic Beauty: Exploring the Potential of Remote Sensing and Social Media

by Havinga, Ilan, Marcos, Diego, Bogaart, Patrick W., Hein, Lars, Tuia, Devis

Social media and deep learning capture the aesthetic quality of the landscape

by Havinga, Ilan, Marcos, Diego, Bogaart, Patrick W., Hein, Lars, Tuia, Devis

Social media and deep learning reveal specific cultural preferences for biodiversity

by Havinga, Ilan, Marcos, Diego, Bogaart, Patrick, Massimino, Dario, Hein, Lars, Tuia, Devis

GB biodiversity and cultural ecosystem services paper dataset

by Havinga, Ilan, Marcos Gonzalez, Diego, Boogaart, Patrick, Massimino, Dario, Hein, Lars, Tuia, Devis

Data for the paper, "Social media data for environmental sustainability: a critical review of opportunities, threats and ethical use"

by Ghermandi, Andrea, Langemeyer, Johannes, Van Berkel, Derek, Calcagni, Fulvia, Depietri, Yaella, Vigl, Lukas Egarter, Fox, Nathan, Havinga, Ilan, Jäger, Hieronymus, Kaiser, Nina, Karasov, Oleksandr, McPhearson, Timon, Podschun, Simone, Ruiz-Frau, Ana, Sinclair, Michael, Venohr, Markus, Wood, Spencer A.

Social media data for environmental sustainability : A critical review of opportunities, threats, and ethical use

by Ghermandi, Andrea, Langemeyer, Johannes, Van Berkel, Derek, Calcagni, Fulvia, Depietri, Yaella, Egarter Vigl, Lukas, Fox, Nathan, Havinga, Ilan, Jäger, Hieronymus, Kaiser, Nina, Karasov, Oleksandr, McPhearson, Timon, Podschun, Simone, Ruiz-Frau, Ana, Sinclair, Michael, Venohr, Markus, Wood, Spencer A.