Fine-grained assessment of greenspace satisfaction at regional scale using content analysis of social media and machine learning

From online texts to Landscape Character Assessment: Collecting and analysing first-person landscape perception computationally

(2020) Olga Koblet et al.   LANDSCAPE AND URBAN PLANNING

Using social media to estimate visitor provenance and patterns of recreation in Germany's national parks

(2020) Michael Sinclair et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Comparing outdoor recreation preferences in peri-urban landscapes using different data gathering methods

(2020) Franziska Komossa et al.   LANDSCAPE AND URBAN PLANNING

Is more always better? Exploring field survey and social media indicators of quality of urban greenspace, in relation to health

(2019) Paul Brindley et al.   URBAN FORESTRY & URBAN GREENING

A fuzzy formal concept analysis-based approach to uncovering spatial hierarchies among vague places extracted from user-generated data

(2019) Xiaoyu Wu et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Passive crowdsourcing of social media in environmental research: A systematic map

(2019) Andrea Ghermandi et al.   GLOBAL ENVIRONMENTAL CHANGE-HUMAN AND POLICY DIMENSIONS

Using deep learning to examine street view green and blue spaces and their associations with geriatric depression in Beijing, China

(2019) Marco Helbich et al.   ENVIRONMENT INTERNATIONAL

Valuating aesthetic benefits of cultural ecosystem services using conservation culturomics

(2019) Yuno Do   Ecosystem Services

Twitter sentiment in New York City parks as measure of well-being

(2019) Richard A. Plunz et al.   LANDSCAPE AND URBAN PLANNING

Understanding an Urban Park through Big Data

(2019) Jisoo Sim et al.   International Journal of Environmental Research and Public Health

Mapping Urban Park Cultural Ecosystem Services: A Comparison of Twitter and Semi-Structured Interview Methods

(2019) Michelle Johnson et al.   Sustainability

Deciphering the recreational use of urban parks: Experiments using multi-source big data for all Chinese cities

(2019) Fangzheng Li et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Describing and comparing landscapes using tags, texts, and free lists: an interdisciplinary approach

(2018) Flurina M. Wartmann et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Investigating sense of place as a cultural ecosystem service in different landscapes through the lens of language

(2018) Flurina M. Wartmann et al.   LANDSCAPE AND URBAN PLANNING

Using social media to understand drivers of urban park visitation in the Twin Cities, MN

(2018) Marie L. Donahue et al.   LANDSCAPE AND URBAN PLANNING

Relationships among satisfaction, noise perception, and use of urban green spaces

(2018) Guillermo Rey Gozalo et al.   SCIENCE OF THE TOTAL ENVIRONMENT

The added value of public participation GIS (PPGIS) for urban green infrastructure planning

(2018) Emily Rall et al.   URBAN FORESTRY & URBAN GREENING

Measuring human perceptions of a large-scale urban region using machine learning

(2018) Fan Zhang et al.   LANDSCAPE AND URBAN PLANNING

Combining social media photographs and species distribution models to map cultural ecosystem services: The case of a Natural Park in Portugal

(2018) Pedro Clemente et al.   ECOLOGICAL INDICATORS

Value landscapes and their impact on public water policy preferences

(2018) Christopher Schulz et al.   GLOBAL ENVIRONMENTAL CHANGE-HUMAN AND POLICY DIMENSIONS

The relative impact of urbanization and precipitation on long-term water level variations in the Yangtze River Delta

(2018) S. Song et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Defining greenspace: Multiple uses across multiple disciplines

(2017) Lucy Taylor et al.   LANDSCAPE AND URBAN PLANNING

Capturing residents’ values for urban green space: Mapping, analysis and guidance for practice

(2017) Christopher D. Ives et al.   LANDSCAPE AND URBAN PLANNING

A domain keyword analysis approach extending Term Frequency-Keyword Active Index with Google Word2Vec model

(2017) Kai Hu et al.   SCIENTOMETRICS

Research on landscape quality of country parks in Beijing as based on visual and audible senses

(2017) Tong Qi et al.   URBAN FORESTRY & URBAN GREENING

Social Media Data Can Be Used to Understand Tourists’ Preferences for Nature-Based Experiences in Protected Areas

(2017) Anna Hausmann et al.   Conservation Letters

Urban Green Space Perception and Its Contribution to Well-Being

(2017) Gyula Kothencz et al.   International Journal of Environmental Research and Public Health

User-Generated Geographic Information for Visitor Monitoring in a National Park: A Comparison of Social Media Data and Visitor Survey

(2017) Vuokko Heikinheimo et al.   ISPRS International Journal of Geo-Information

Using social media photos to explore the relation between cultural ecosystem services and landscape features across five European sites

(2017) Elisa Oteros-Rozas et al.   ECOLOGICAL INDICATORS

Continental-scale quantification of landscape values using social media data

(2016) Boris T. van Zanten et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Spatial and Temporal Dynamics and Value of Nature-Based Recreation, Estimated via Social Media

(2016) Laura J. Sonter et al.   PLoS One

The Theorized Urban Gradient (TUG) method—A conceptual framework for socio-ecological sampling in complex urban agglomerations

(2013) Salman Qureshi et al.   ECOLOGICAL INDICATORS

Towards contextually sensitive urban densification: Location-based softGIS knowledge revealing perceived residential environmental quality

(2013) Marketta Kyttä et al.   LANDSCAPE AND URBAN PLANNING

Influence of green spaces on environmental satisfaction and physiological status of urban residents

(2013) Jun Qin et al.   URBAN FORESTRY & URBAN GREENING

Public Participation GIS: A new method for national park planning

(2011) Greg Brown et al.   LANDSCAPE AND URBAN PLANNING

Visitors' satisfaction, perceptions and gap analysis: The case of Dadia–Lefkimi–Souflion National Park

(2009) Garyfallos Arabatzis et al.   FOREST POLICY AND ECONOMICS

Ecological disturbances due to high cutback in the green infrastructure of Karachi: Analyses of public perception about associated health problems

(2009) Salman Qureshi et al.   URBAN FORESTRY & URBAN GREENING

The qualitative content analysis process

(2008) Satu Elo et al.   JOURNAL OF ADVANCED NURSING