Work

Machine learning and spatial regression approaches to estimating willingness to pay for ecosystem services in Jakarta and Taoyuan

Year: 2026

Type: article

Study design: Observational Study

Source: Ecosystem Services

DOI: 10.1016/j.ecoser.2026.101819

Authors: Shafira Wuryandani, Yu-Pin Lin, Pei-Chen Lin, Dirk S. Schmeller, Gerard H. Ros

Institutions: Universitas Gadjah Mada, National Taiwan University, Centre National de la Recherche Scientifique, Université Toulouse III - Paul Sabatier, Institut National Polytechnique de Toulouse, Institut de Recherche pour le Développement, Centre de Recherche sur la Biodiversité et l'Environnement, Université de Toulouse, Wageningen University & Research

Language: English

Topic: Economic and Environmental Valuation

Subfield: Economics and Econometrics

Field: Economics, Econometrics and Finance

Domain: Social Sciences

SDGs: Sustainable cities and communities, Clean water and sanitation

Open Access status: green

Funders: National Science and Technology Council, AXA Research Fund, Ministry of Science and Technology, Taiwan, National Science and Technology Council

Awards: Nature-Based Solutions for Slopeland Disaster Mitigation and Ecological Adaptation: a Case Study of Siji and Nanshan Vi Llages, Yilan( I ), G2047620191, G7668121536, G8502221990, Impacts of Global Land Use and Climate Changes on Local Ecology System Service-Based Water-Food-Energy Nexus

OpenAlex ID: W7125230715

FWCI: 13.51

Cites: 79

Cited by: 3

Related to: 10