Mapping the Landscape of Public Participation GIS Using Natural Language Processing

Archaeology · Cartography · Civil engineering · Environmental planning · Environmental resource management · Geographic information system · Geography · GIS and public health · Land use · Natural (archaeology · Political science · Public participation · Public participation GIS · Regional science · Computer Science · Engineering · Environmental Science · Geographic Information Systems Studies · Human Mobility and Location-Based Analysis · Land Use and Ecosystem Services · Public Administration

• Addressing Subjectivity and Refining Spatial Patterns in Natural Language Processing of Mississippi River Basin Scientific Literature

  Open Access•Joshua J Wimhurst, Jennifer Koch et al.•The Professional Geographer•2026

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• Community-Based Participatory Geographic Information Systems

  Open Access•Yolanda J Mcdonald, Marie A Caiola et al.•Annals of the American…•2026

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• Evaluating Participatory Mapping Software

  Charla M Burnett•Evaluating Participatory Mapping…•2023

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• Crowdsourcing Geographic Knowledge

  Open Access•Daniel Sui, Sarah Elwood et al.•Crowdsourcing Geographic Knowledge•2013

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• Green, circular, bio economy

  Open Access•Dalia D’amato, N Droste et al.•Journal of Cleaner Production•2017

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• Dynamic topic models

  Open Access•David M Blei, John Lafferty et al.•Proceedings of the 23rd…•2006

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• Towards contextually sensitive urban densification

  Open Access•Marketta Kyttä, Anna Broberg et al.•Landscape and Urban Planning•2013

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• Bibliometric Methods

  Open Access•Jason Wallin, Johan A Wallin•Basic & Clinical Pharmacology &…•2005

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• Finding scientific topics

  Open Access•Thomas L Griffiths, Mark Steyvers•Proceedings of the National…•2004

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• Empirical PPGIS/PGIS mapping of ecosystem services

  Open Access•Greg Brown, Nora Fagerholm•Ecosystem Services•2015

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• A Review of Sampling Effects and Response Bias in Internet Participatory Mapping (PPGIS/PGIS/VGI)

  Open Access•Greg Brown•Transactions in GIS•2017

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• A density-based method for adaptive LDA model selection

  Open Access•Juan Cao, Tian Xia et al.•Neurocomputing•2009

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• Key issues and research priorities for public participation GIS (PPGIS)

  Open Access•Greg Brown, Marketta Kyttä•Applied Geography•2014

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• Key issues and priorities in participatory mapping

  Open Access•Greg Brown, Marketta Kyttä•Applied Geography•2018

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• On Finding the Natural Number of Topics with Latent Dirichlet Allocation

  R Arun, V Suresh et al.•Advances in Knowledge Discovery…•2010

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• Does mapping improve public participation? Exploring the pros and cons of using public participation GIS in urban planning practices

  Open Access•Maarit Kahila-Tani, Marketta Kyttä et al.•Landscape and Urban Planning•2019

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• How Good is Volunteered Geographical Information? A Comparative Study of OpenStreetMap and Ordnance Survey Datasets

  Open Access•Muki Haklay, Mordechai Haklay•Environment and Planning B…•2010

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• An approach for detecting, quantifying, and visualizing the evolution of a research field

  Open Access•Manuel J Cobo, A G López‐Herrera et al.•Journal of Informetrics•2011

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• Urban happiness

  Open Access•Marketta Kyttä, Anna Broberg et al.•Environment and Planning B…•2016

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• Learning the parts of objects by non-negative matrix factorization

  Open Access•Daniel D Lee, H Sebastian Seung•Nature•1999

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• Integrating multi-criteria evaluation with geographical information systems

  Stephen J Carver, Stephen Carver•International Journal of…•1991

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• Probabilistic topic models

  Open Access•David M Blei•Communications of the ACM•2012

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• Maptionnaire

  Open Access•Marketta Kyttä, Nora Fagerholm et al.•Evaluating Participatory Mapping…•2023

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• Digital natives in the scientific literature

  Open Access•P Mertala, Sonsoles López‐perna et al.•Computers in Human Behavior•2024

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• Mapping public support for urban green infrastructure policies across the biodiversity-climate-society -nexus

  Open Access•Jussi Lampinen, Oriol García‐Antúnez et al.•Landscape and Urban Planning•2023

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• Restorative benefits of everyday green exercise

  Open Access•Anna Kajosaari, Tytti Pasanen et al.•Landscape and Urban Planning•2021

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• The evolution of public participation GIS (PPGIS) barriers in spatial planning practice

  Open Access•Nohemí Ramirez Aranda, Jeroen De Waegemaeker et al.•Applied Geography•2023

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• Honouring the participatory mapping contributions and enduring legacy of Professor Gregory G. Brown

  Open Access•Christopher M Raymond, Nora Fagerholm et al.•Applied Geography•2020

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• The relationship between place attachment and landscape values

  Open Access•Greg Brown, Gregory Brown et al.•Applied Geography•2007

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• The measurement of place attachment

  Open Access•Christopher M Raymond, Greg Brown et al.•Journal of Environmental Psychology•2010

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• Associations between landscape values, self-reported knowledge, and land-use

  Open Access•Sara Zaman, Silviya Korpilo et al.•Ecosystems and People•2022

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• Participatory Mapping

  Timna Denwood, Jonathan J Huck et al.•Annals of the American…•2022

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• A Semantic and Sentiment Analysis on Online Neighborhood Reviews for Understanding the Perceptions of People toward Their Living Environments

  Yingjie Hu, C Deng et al.•Annals of the American…•2019

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• The Role of Greenery in Stress Reduction among City Residents during the Covid-19 Pandemic

  Open Access•Lidia Mierzejewska, Kamila Sikorska-Podyma et al.•International Journal of…•2023

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• Associations between Children’s Physical Activity and Neighborhood Environments Using GIS

  Open Access•Melody Smith, Suzanne Mavoa et al.•International Journal of…•2022

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• Safety perceptions in university campuses

  Open Access•Dengkai Huang, Vania Ceccato et al.•Crime Prevention and Community…•2022

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• The relationship between children’s third-place play, parental neighbourhood perceptions, and children’s physical activity and sedentary behaviour

  Open Access•En-Yi Lin, En‐Yi Lin et al.•Children s Geographies•2022

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• Assessing the dynamics of urban vulnerability to climate change

  Open Access•Alexandra Jurgilevich, Aleksi Räsänen et al.•Environmental Science & Policy•2021

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• Outdoorification of sports and recreation

  Open Access•Susanna Hedenborg, Peter Fredman et al.•Annals of Leisure Research•2022

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• Use of participatory mapping approaches for activity space studies

  Open Access•Kamyar Hasanzadeh•GeoJournal•2021

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• Public participation in defining landscape planning scenarios and landscape quality objectives (LQO)

  Open Access•Inés Santé, José María Tubío et al.•Land Use Policy•2020

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• All for one and one for all? Exploring the nexus of land administration, land management and land governance

  Open Access•Simon Antony Hull, Simon Hull•Land Use Policy•2024

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• Public participation in the Geoweb era

  Open Access•Shanqi Zhang•Cities•2019

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• The use of public participation GIS (PPGIS) for park visitor management

  Open Access•Isabelle D Wolf, Teresa Wohlfart et al.•Tourism Management•2015

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• Social Landscape Metrics

  Greg Brown, Gregory Gordon Brown et al.•Landscape Research•2012

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• Reimaging Cairo’s garbage collectors

  Abdelhalim A Mohamed, Abdelbaseer A Mohamed et al.•Community Development•2023

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• Public Participatory GIS

  Open Access•Falguni Mukherjee•Geography Compass•2015

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• Using meaningful places as an indicator for sense of place in the management of social-ecological systems

  Open Access•Falco Knaps, Sarah Gottwald et al.•Conservation Ecology•2022

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• Cities and Migration - Bibliometric Evidence From a Spatially Biased Field of Knowledge Production

  Open Access•Antonie Schmiz, Carsten Felgentreff et al.•Geographical Review•2022

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• Globalization and the research imagination

  Open Access•A Appadurai•International Social Science…•1999

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