{"title":"How Certain is Good Enough? Managing Data Quality and Uncertainty in Ordinal Citizen Science Data Sets for Evidence-Based Policies on Fresh Water","authors":"J. Stankiewicz, A. König, K. Pickar, Stefan Weiss","doi":"10.5334/cstp.592","DOIUrl":"https://doi.org/10.5334/cstp.592","url":null,"abstract":"This study investigates surface water quality in Luxembourg with the help of citizen scientists. The fundamental question explored relates to uncertainty and judgements on what constitutes adequate data sets, comparing official data and citizen science. The case study evaluates how gaps and uncertainties in official data for the United Nations Sustainable Development Goal 6 (UN SDG 6), Indicator 6.3.2 on water quality, and the EU Water Framework Directive (WFD), can be served with citizen science. In two Water Blitz sampling events organised in collaboration with the NGO Earthwatch, participants sampled water bodies at locations of their choice, using field kits to estimate nitrate (NO 3--N) and phosphate (PO 43– -P) concentrations. Samples were collected (428 in total) over two weekend events, providing snapshots in time with a good geographic coverage of the water bodies across the country: 35% of nitrate and 29% of phosphate values were found to exceed thresholds used by the European Environment Agency to classify the nutrient content in water as good. Our study puts forward recommendations on how citizen science data can complement official monitoring by national agencies with a focus on how such data can be represented to serve the understanding and discussion of uncertainties associated with such ordinal data sets. The main challenge addressed is high levels of natural variation in nutrient levels with both natural and anthropogenic multi-factorial causes. In discussing the merits and limitations of citizen science data sets, the results of this study demonstrate that a particular strength of citizen science is the identification of pollution hotspots in small water bodies, which despite being critical for ecosystem wellbeing are often overlooked in official monitoring. In addition, citizen science increases public awareness and experiential learning about factors affecting surface water quality and policies concerning it.","PeriodicalId":32270,"journal":{"name":"Citizen Science Theory and Practice","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"71067685","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Cecilia Cronemberger, K. T. Ribeiro, Rachel Klaczko Acosta, Dárlison Fernandes Carvalho de Andrade, O. Marini-Filho, Laura Shizue Moriga Masuda, Keila Rêgo Mendes, S. Nienow, Carla Natacha Marcolino Polaz, M. L. Reis, Ricardo Sampaio, Jumara Marques Souza, Cristina Farah de Tófoli
{"title":"Social Participation in the Brazilian National Biodiversity Monitoring Program Leads to Multiple Socioenvironmental Outcomes","authors":"Cecilia Cronemberger, K. T. Ribeiro, Rachel Klaczko Acosta, Dárlison Fernandes Carvalho de Andrade, O. Marini-Filho, Laura Shizue Moriga Masuda, Keila Rêgo Mendes, S. Nienow, Carla Natacha Marcolino Polaz, M. L. Reis, Ricardo Sampaio, Jumara Marques Souza, Cristina Farah de Tófoli","doi":"10.5334/cstp.582","DOIUrl":"https://doi.org/10.5334/cstp.582","url":null,"abstract":"The Brazilian Biodiversity Monitoring Program (Monitora Program) is a long-term large-scale program aimed at monitoring the state of biodiversity and associated ecosystem services in the protected areas (PAs) managed by Instituto Chico Mendes de Conservação da Biodiversidade (ICMBio). Encouraging qualified social participation is one of Monitora Program’s guiding principles. In this case study, we describe how citizen participation occurs in various stages of the Monitora Program, including planning, data collection, interpretation, and discussion of results. Aspects that are crucial for a legitimate and continuous involvement and participation are described. We also illustrate some of the results from the Program and discuss how the program can contribute to Brazil’s achievement of the United Nations (UN) Sustainable Development Goals (SDGs). In 2022, the program was implemented in 113 of the 334 protected areas managed by ICMBio, most of them in the Amazon. The program results are aligned to 12 of the 17 SDGs, influencing changes that move society closer to these goals at the local scale. Data from the Monitora Program can be used to support Brazilian SDG reporting, but this requires further developments. Social participation in Monitora Program has strengthened links between institutions and people of different profiles, enhancing participation in protected area (PA) management and generating multiple local impacts, while producing quality biodiversity information to inform decision-making in conservation.","PeriodicalId":32270,"journal":{"name":"Citizen Science Theory and Practice","volume":"31 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"71067894","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Examining Visitor Collected Species Data from Denali National Park and Preserve","authors":"H. Fischer, E. Wentz, L. Gerber","doi":"10.5334/cstp.475","DOIUrl":"https://doi.org/10.5334/cstp.475","url":null,"abstract":"","PeriodicalId":32270,"journal":{"name":"Citizen Science Theory and Practice","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"71066251","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Integrating Citizen Science into the Work of United States Environmental Agencies","authors":"George Wyeth","doi":"10.5334/cstp.490","DOIUrl":"https://doi.org/10.5334/cstp.490","url":null,"abstract":"","PeriodicalId":32270,"journal":{"name":"Citizen Science Theory and Practice","volume":"44 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"71066379","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Temporal Dimensions of Data Quality in Bird Atlases: the Case of the Second Southern African Bird Atlas Project","authors":"Karis A. Daniel, L. Underhill","doi":"10.5334/cstp.578","DOIUrl":"https://doi.org/10.5334/cstp.578","url":null,"abstract":"Halting biodiversity loss on land (Sustainable Development Goal [SDG] 15) is an unfolding problem, and as such, requires novel solutions. Citizen science (CS) promises large quantities of data, but introduces the challenge of ensuring these are valuable to conservation research and can inform meaningful action. This paper contributes to this endeavour, examining the impact of systematic as opposed to unstructured fieldwork on the biodiversity monitoring value of data from the Second Southern African Bird Atlas Project (SABAP2). SABAP2 “atlasers” work within a fine-scale grid system to generate avian species checklists that are comprehensive at the time of fieldwork. Though valuable, unstructured fieldwork efforts paint an incomplete picture; effective conservation action requires monitoring—keeping a finger on the pulse of local biodiversity through consistent and systematic data collection. Systematic collection allows for the detection of nuanced biological patterns such as seasonal population trends and movements, rapidly alerting scientists to anomalies and galvanizing swift response. It is, however, a demanding protocol, and implementation requires careful consideration of participant impact and motivations. Here, we used a newly developed approach for measuring temporal data quality to examine the systematic atlasing efforts of a CS community in the Hessequa Atlasing Area, South Africa, assessing the biodiversity monitoring value of structured data collection versus opportunistic checklists. We found that structured data collection increased the temporal resolution of atlas data, and thus its monitoring quality. We discuss challenges in maintaining achievable fieldwork goals for participants, and examine Hessequa’s project structure and participant motivations to provide recommendations for future project management.","PeriodicalId":32270,"journal":{"name":"Citizen Science Theory and Practice","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"71067246","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Victor Arevalo Cabra, Karen Chávez Quintero, Andrés D. Pérez, Grace Torres Pineda, Julieth Solano Villa, Vahan Martirosyan
{"title":"Civil Society Data for Sustainable Development Goal 16 Monitoring: A Case Study of the Use of Social Networks for Measuring Perception of Discrimination","authors":"Victor Arevalo Cabra, Karen Chávez Quintero, Andrés D. Pérez, Grace Torres Pineda, Julieth Solano Villa, Vahan Martirosyan","doi":"10.5334/cstp.590","DOIUrl":"https://doi.org/10.5334/cstp.590","url":null,"abstract":"In recent years, the use of nontraditional data sources in statistical production has been increasing, given the additional need for more timely and disaggregated data. In the scope of nontraditional sources, citizen science represents an innovative approach to filling data gaps and including citizens as part of the recent innovation processes of national statistical offices (NSOs) in both the production of statistics and its role as data stewards of the national statistical systems (NSSs). The National Statistical Office of Colombia (DANE, acronym in Spanish) has structured a project within the framework of the Data4Now initiative for Sustainable Development Goal (SDG) indicators from SDG 16, using social networks as an alternative source of data generated by citizens","PeriodicalId":32270,"journal":{"name":"Citizen Science Theory and Practice","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"71067630","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Contributions of Citizen Science to the Sustainable Development Goals: Is Transformative “Global” Citizen Science Possible?","authors":"L. Lorenz, Robert Lepenies","doi":"10.5334/cstp.595","DOIUrl":"https://doi.org/10.5334/cstp.595","url":null,"abstract":"Various efforts have been undertaken to encourage citizen science contribution to the United Nations’ (UN’s) Sustainable Development Goals (SDGs). These attempts are connected chiefly to the measurement of specific sustainability indicators. Using perspectives from critical theories on equity and justice to review the recent literature on employing citizen science for the SDGs, we argue that those advocating that citizen science be used for monitoring and fulfilling global sustainability goals should also be attentive to questions of historically inequitable power relations in the production of knowledge, and they should embrace both decolonial perspectives on science as well as a humbler stance on global data monitoring and governance. While we have argued elsewhere that citizen science should be attentive to various forms of exclusion and epistemic injustice, such attentiveness is even more relevant in the context of attempting to globalize citizen science activities. For this, we draw on alternative forms of citizen science, namely citizen social science and tracking science","PeriodicalId":32270,"journal":{"name":"Citizen Science Theory and Practice","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"71067738","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Citizen Science for One Digital Health: A Rapid Qualitative Review of Studies in Air Quality with Reflections on a Conceptual Model","authors":"T. Kariotis, Ann Borda, K. Winkel, K. Gray","doi":"10.5334/cstp.531","DOIUrl":"https://doi.org/10.5334/cstp.531","url":null,"abstract":"","PeriodicalId":32270,"journal":{"name":"Citizen Science Theory and Practice","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"71066843","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
K. Peterman, Veronica Del Bianco, Andrea Grover, Cathlyn Davis, Holly K. Rosser
{"title":"Hiding in Plain Sight: Secondary Analysis of Data Records as a Method for Learning about Citizen Science Projects and Volunteers’ Skills","authors":"K. Peterman, Veronica Del Bianco, Andrea Grover, Cathlyn Davis, Holly K. Rosser","doi":"10.5334/cstp.476","DOIUrl":"https://doi.org/10.5334/cstp.476","url":null,"abstract":"This paper is the culmination of several facilitated exercises and meetings between external researchers and five citizen science (CS) project teams who analyzed existing data records to understand CS volunteers’ accuracy and skills. CS teams identified a wide range of skill variables that were “hiding in plain sight” in their data records","PeriodicalId":32270,"journal":{"name":"Citizen Science Theory and Practice","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-11-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47826148","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A Survey of Citizen Science Gaming Experiences","authors":"J. Miller, Kutub Gandhi, A. Gander, Seth Cooper","doi":"10.5334/cstp.500","DOIUrl":"https://doi.org/10.5334/cstp.500","url":null,"abstract":"","PeriodicalId":32270,"journal":{"name":"Citizen Science Theory and Practice","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42108855","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}