Citizen Science as an Innovative Approach to Analyze Spatial and Temporal Influences on Nitrate Pollution of Water Bodies: Results of a Participatory Research Project in Germany
Anthropogenic influences and the excessive input of reactive nitrogen compounds into the environment have already severely destabilized the natural nitrogen cycle. Especially in northwestern Germany, many water bodies are polluted by nitrate, inducing negative effects on the ecosystem and drinking w...
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description | Anthropogenic influences and the excessive input of reactive nitrogen compounds into the environment have already severely destabilized the natural nitrogen cycle. Especially in northwestern Germany, many water bodies are polluted by nitrate, inducing negative effects on the ecosystem and drinking water as well as possible risks to human health. In cooperation with almost 600 citizens and 200 students, this issue was addressed in a citizen science project carried out by the Universities of Osnabrück and Oldenburg, gathering 8754 nitrate measurements at 545 monitoring sites from September 2019 to March 2021. The data were used to evaluate the potential of citizen science for research on nitrogen pollution of water bodies. In a pre-investigation, we proved that nitrate test strips are suitable as a measurement method for the citizen science approach to provide an overview of nitrate pollution. We then analyzed whether the citizen science approach can be used to establish an area-wide representative measurement network, to what extent the data can be used for spatial and temporal analyses, and whether the data are consistent with the results of other monitoring initiatives. For this purpose, geoprocessing tools, such as spatial joins and heatmaps, were combined with descriptive statistics and nonparametric statistical tests. Although it was not possible to establish a representative monitoring network due to the uneven spatial distribution of monitoring sites, a large part of the intended area was covered by monitoring sites. Thus, the data provide a good overview of the nitrate pollution in the region and shed light on influencing factors. Spatial impacts, such as land cover and use and hydrogeological conditions, as well as seasonal impacts were statistically evidenced with the citizen science data. Furthermore, the consistency of the data with the measurement results of established measurement initiatives confirm the quality of the citizen science dataset. Accordingly, citizen science can be used to investigate spatial and temporal factors influencing nitrogen pollution, and thus contributes to water conservation research as an innovative approach. |
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Especially in northwestern Germany, many water bodies are polluted by nitrate, inducing negative effects on the ecosystem and drinking water as well as possible risks to human health. In cooperation with almost 600 citizens and 200 students, this issue was addressed in a citizen science project carried out by the Universities of Osnabrück and Oldenburg, gathering 8754 nitrate measurements at 545 monitoring sites from September 2019 to March 2021. The data were used to evaluate the potential of citizen science for research on nitrogen pollution of water bodies. In a pre-investigation, we proved that nitrate test strips are suitable as a measurement method for the citizen science approach to provide an overview of nitrate pollution. We then analyzed whether the citizen science approach can be used to establish an area-wide representative measurement network, to what extent the data can be used for spatial and temporal analyses, and whether the data are consistent with the results of other monitoring initiatives. For this purpose, geoprocessing tools, such as spatial joins and heatmaps, were combined with descriptive statistics and nonparametric statistical tests. Although it was not possible to establish a representative monitoring network due to the uneven spatial distribution of monitoring sites, a large part of the intended area was covered by monitoring sites. Thus, the data provide a good overview of the nitrate pollution in the region and shed light on influencing factors. Spatial impacts, such as land cover and use and hydrogeological conditions, as well as seasonal impacts were statistically evidenced with the citizen science data. Furthermore, the consistency of the data with the measurement results of established measurement initiatives confirm the quality of the citizen science dataset. Accordingly, citizen science can be used to investigate spatial and temporal factors influencing nitrogen pollution, and thus contributes to water conservation research as an innovative approach.</description><identifier>ISSN: 2071-1050</identifier><identifier>EISSN: 2071-1050</identifier><identifier>DOI: 10.3390/su14159516</identifier><language>eng</language><publisher>Basel: MDPI AG</publisher><subject>Agriculture ; Anthropogenic factors ; Drinking water ; Environmental health ; Fertilizers ; Geology ; Groundwater ; Health risks ; Human influences ; Hydrogeology ; Hypotheses ; Land cover ; Land use ; Measurement methods ; Monitoring ; Nitrates ; Nitrogen ; Nitrogen cycle ; Participatory research ; Pollution ; Rain ; Research projects ; Science ; Spatial analysis ; Spatial distribution ; Statistical analysis ; Statistical tests ; Sustainability ; Sustainable development ; Urban areas ; Water conservation ; Water pollution ; Water treatment</subject><ispartof>Sustainability, 2022-08, Vol.14 (15), p.9516</ispartof><rights>2022 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). 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Especially in northwestern Germany, many water bodies are polluted by nitrate, inducing negative effects on the ecosystem and drinking water as well as possible risks to human health. In cooperation with almost 600 citizens and 200 students, this issue was addressed in a citizen science project carried out by the Universities of Osnabrück and Oldenburg, gathering 8754 nitrate measurements at 545 monitoring sites from September 2019 to March 2021. The data were used to evaluate the potential of citizen science for research on nitrogen pollution of water bodies. In a pre-investigation, we proved that nitrate test strips are suitable as a measurement method for the citizen science approach to provide an overview of nitrate pollution. We then analyzed whether the citizen science approach can be used to establish an area-wide representative measurement network, to what extent the data can be used for spatial and temporal analyses, and whether the data are consistent with the results of other monitoring initiatives. For this purpose, geoprocessing tools, such as spatial joins and heatmaps, were combined with descriptive statistics and nonparametric statistical tests. Although it was not possible to establish a representative monitoring network due to the uneven spatial distribution of monitoring sites, a large part of the intended area was covered by monitoring sites. Thus, the data provide a good overview of the nitrate pollution in the region and shed light on influencing factors. Spatial impacts, such as land cover and use and hydrogeological conditions, as well as seasonal impacts were statistically evidenced with the citizen science data. Furthermore, the consistency of the data with the measurement results of established measurement initiatives confirm the quality of the citizen science dataset. Accordingly, citizen science can be used to investigate spatial and temporal factors influencing nitrogen pollution, and thus contributes to water conservation research as an innovative approach.</description><subject>Agriculture</subject><subject>Anthropogenic factors</subject><subject>Drinking water</subject><subject>Environmental health</subject><subject>Fertilizers</subject><subject>Geology</subject><subject>Groundwater</subject><subject>Health risks</subject><subject>Human influences</subject><subject>Hydrogeology</subject><subject>Hypotheses</subject><subject>Land cover</subject><subject>Land use</subject><subject>Measurement methods</subject><subject>Monitoring</subject><subject>Nitrates</subject><subject>Nitrogen</subject><subject>Nitrogen cycle</subject><subject>Participatory research</subject><subject>Pollution</subject><subject>Rain</subject><subject>Research projects</subject><subject>Science</subject><subject>Spatial analysis</subject><subject>Spatial distribution</subject><subject>Statistical analysis</subject><subject>Statistical tests</subject><subject>Sustainability</subject><subject>Sustainable development</subject><subject>Urban areas</subject><subject>Water conservation</subject><subject>Water pollution</subject><subject>Water treatment</subject><issn>2071-1050</issn><issn>2071-1050</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>BENPR</sourceid><recordid>eNpNUdtKAzEQXURB0b74BQO-CatJs7sxvtXipSBabMXHJU1mMWWbrElW2P6Vf2iKgs7LXM7hDHMmy04puWBMkMvQ04KWoqTVXnY0JpzmlJRk_199mI1CWJMUjFFBq6Psa2qi2aKFhTJoFYIMIC3MrHWfMppPhEnXeSfVO0QHEyvbYYuw6BIm28TUsMRN53xqZrZp-51GAGfhyUQvI8LctW0fTZq4Bt7SxMON0wbDNbxg6NsYdoCEufTRKJOEnR92EEqfls69W6OKYCzco99IO5xkB41sA45-83H2ene7nD7kj8_3s-nkMVfjsoh5wcacVbzkaqVLqhuBmhdXqK90ISjlhW6SZUKxhpZEU7biukq2lFRUq0rIhrLj7OxHN53_0WOI9dr1PhkQ6jEnhHPBOUms8x-W8i4Ej03debORfqgpqXdfqf--wr4Bf9WA7w</recordid><startdate>20220801</startdate><enddate>20220801</enddate><creator>Brockhage, Frauke</creator><creator>Lüsse, Mientje</creator><creator>Klasmeier, Jörg</creator><creator>Pietzner, Verena</creator><creator>Beeken, Marco</creator><general>MDPI AG</general><scope>AAYXX</scope><scope>CITATION</scope><scope>4U-</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><orcidid>https://orcid.org/0000-0003-3423-6997</orcidid><orcidid>https://orcid.org/0000-0002-6224-9616</orcidid><orcidid>https://orcid.org/0000-0001-5911-1088</orcidid></search><sort><creationdate>20220801</creationdate><title>Citizen Science as an Innovative Approach to Analyze Spatial and Temporal Influences on Nitrate Pollution of Water Bodies: Results of a Participatory Research Project in Germany</title><author>Brockhage, Frauke ; Lüsse, Mientje ; Klasmeier, Jörg ; Pietzner, Verena ; Beeken, Marco</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c254t-432736757cbd51df9ed748ed8d491174df3909c3f150d13b7d60005196b69af13</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Agriculture</topic><topic>Anthropogenic factors</topic><topic>Drinking water</topic><topic>Environmental health</topic><topic>Fertilizers</topic><topic>Geology</topic><topic>Groundwater</topic><topic>Health risks</topic><topic>Human influences</topic><topic>Hydrogeology</topic><topic>Hypotheses</topic><topic>Land cover</topic><topic>Land use</topic><topic>Measurement methods</topic><topic>Monitoring</topic><topic>Nitrates</topic><topic>Nitrogen</topic><topic>Nitrogen cycle</topic><topic>Participatory research</topic><topic>Pollution</topic><topic>Rain</topic><topic>Research projects</topic><topic>Science</topic><topic>Spatial analysis</topic><topic>Spatial distribution</topic><topic>Statistical analysis</topic><topic>Statistical tests</topic><topic>Sustainability</topic><topic>Sustainable development</topic><topic>Urban areas</topic><topic>Water conservation</topic><topic>Water pollution</topic><topic>Water treatment</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Brockhage, Frauke</creatorcontrib><creatorcontrib>Lüsse, Mientje</creatorcontrib><creatorcontrib>Klasmeier, Jörg</creatorcontrib><creatorcontrib>Pietzner, Verena</creatorcontrib><creatorcontrib>Beeken, Marco</creatorcontrib><collection>CrossRef</collection><collection>University Readers</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><jtitle>Sustainability</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Brockhage, Frauke</au><au>Lüsse, Mientje</au><au>Klasmeier, Jörg</au><au>Pietzner, Verena</au><au>Beeken, Marco</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Citizen Science as an Innovative Approach to Analyze Spatial and Temporal Influences on Nitrate Pollution of Water Bodies: Results of a Participatory Research Project in Germany</atitle><jtitle>Sustainability</jtitle><date>2022-08-01</date><risdate>2022</risdate><volume>14</volume><issue>15</issue><spage>9516</spage><pages>9516-</pages><issn>2071-1050</issn><eissn>2071-1050</eissn><abstract>Anthropogenic influences and the excessive input of reactive nitrogen compounds into the environment have already severely destabilized the natural nitrogen cycle. Especially in northwestern Germany, many water bodies are polluted by nitrate, inducing negative effects on the ecosystem and drinking water as well as possible risks to human health. In cooperation with almost 600 citizens and 200 students, this issue was addressed in a citizen science project carried out by the Universities of Osnabrück and Oldenburg, gathering 8754 nitrate measurements at 545 monitoring sites from September 2019 to March 2021. The data were used to evaluate the potential of citizen science for research on nitrogen pollution of water bodies. In a pre-investigation, we proved that nitrate test strips are suitable as a measurement method for the citizen science approach to provide an overview of nitrate pollution. We then analyzed whether the citizen science approach can be used to establish an area-wide representative measurement network, to what extent the data can be used for spatial and temporal analyses, and whether the data are consistent with the results of other monitoring initiatives. For this purpose, geoprocessing tools, such as spatial joins and heatmaps, were combined with descriptive statistics and nonparametric statistical tests. Although it was not possible to establish a representative monitoring network due to the uneven spatial distribution of monitoring sites, a large part of the intended area was covered by monitoring sites. Thus, the data provide a good overview of the nitrate pollution in the region and shed light on influencing factors. Spatial impacts, such as land cover and use and hydrogeological conditions, as well as seasonal impacts were statistically evidenced with the citizen science data. 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subjects | Agriculture Anthropogenic factors Drinking water Environmental health Fertilizers Geology Groundwater Health risks Human influences Hydrogeology Hypotheses Land cover Land use Measurement methods Monitoring Nitrates Nitrogen Nitrogen cycle Participatory research Pollution Rain Research projects Science Spatial analysis Spatial distribution Statistical analysis Statistical tests Sustainability Sustainable development Urban areas Water conservation Water pollution Water treatment |
title | Citizen Science as an Innovative Approach to Analyze Spatial and Temporal Influences on Nitrate Pollution of Water Bodies: Results of a Participatory Research Project in Germany |
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