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Research Article

An Exploratory Data Analysis (EDA) Tool for Tracer Selection in Sediment and Pollution Fingerprinting Studies

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References

  • Batista, P. V. G., J. P. Laceby, and O. Evrard. 2022. “How to Evaluate Sediment Fingerprinting Source Apportionments.” Journal of Soils and Sediments 22 (4): 1315–1328. https://doi.org/10.1007/s11368-022-03157-4
  • Biswas, Bhabananda, Fangjie Qi, Jayanta Biswas, Ayanka Wijayawardena, Muhammad Khan, and Ravi Naidu. 2018. “The Fate of Chemical Pollutants with Soil Properties and Processes in the Climate Change Paradigm—A Review.” Soil Systems 2 (3): 51. https://doi.org/10.3390/soilsystems2030051
  • Blake, William H., Pascal Boeckx, Brian C. Stock, Hugh G. Smith, Samuel Bodé, Hari R. Upadhayay, Leticia Gaspar, et al. 2018. “A Deconvolutional Bayesian Mixing Model Approach for River Basin Sediment Source Apportionment.” Scientific Reports 8 (1): 13073. https://doi.org/10.1038/s41598-018-30905-9
  • Bravo-Linares, Claudio, Paulina Schuller, Alejandra Castillo, Luis Ovando-Fuentealba, Enrique Muñoz-Arcos, Oscar Alarcón, Sergio de los Santos-Villalobos, et al. 2018. “First Use of a Compound-Specific Stable Isotope (CSSI) Technique to Trace Sediment Transport in Upland Forest Catchments of Chile.” The Science of the Total Environment 618: 1114–1124. https://doi.org/10.1016/j.scitotenv.2017.09.163
  • Collins, A., D. Walling, and G. Leeks. 1996. “Composite Fingerprinting of the Spatial Source of Fluvial Suspended Sediment: A Case Study of the Exe and Severn River Basins, United Kingdom.” Géomorphologie Relief Processus Environnement 2 (2): 41–53. https://doi.org/10.3406/morfo.1996.877
  • Collins, Adrian L., Martin Blackwell, Pascal Boeckx, Charlotte-Anne Chivers, Monica Emelko, Olivier Evrard, Ian Foster, et al. 2020. “Sediment Source Fingerprinting: Benchmarking Recent Outputs, Remaining Challenges and Emerging Themes.” Journal of Soils and Sediments 20 (12): 4160–4193. https://doi.org/10.1007/s11368-020-02755-4
  • Gaspar, L., W. H. Blake, H. G. Smith, I. Lizaga, and A. Navas. 2019. “Testing the Sensitivity of a Multivariate Mixing Model Using Geochemical Fingerprints with Artificial Mixtures.” Geoderma 337 (March): 498–510. https://doi.org/10.1016/j.geoderma.2018.10.005
  • Gaspar, Leticia, William H. Blake, Ivan Lizaga, Borja Latorre, and Ana Navas. 2022. “Particle Size Effect on Geochemical Composition of Experimental Soil Mixtures Relevant for Unmixing Modelling.” Geomorphology 403: 108178. https://doi.org/10.1016/j.geomorph.2022.108178
  • Gibbs, M. M. 2008. “Identifying Source Soils in Contemporary Estuarine Sediments: A New Compound-Specific Isotope Method.” Estuaries and Coasts 31 (2): 344–359. https://doi.org/10.1007/s12237-007-9012-9
  • Guzmán, Gema, Ana Laguna, Juan Carlos Cañasveras, Hakim Boulal, Vidal Barrón, Helena Gómez-Macpherson, Juan Vicente Giráldez, and José Alfonso Gómez. 2015. “Study of Sediment Movement in an Irrigated Maize–Cotton System Combining Rainfall Simulations, Sediment Tracers and Soil Erosion Models.” Journal of Hydrology 524: 227–242. https://doi.org/10.1016/j.jhydrol.2015.02.033
  • Haddadchi, Arman, Kazem Nosrati, and Forouzan Ahmadi. 2014. “Differences between the Source Contribution of Bed Material and Suspended Sediments in a Mountainous Agricultural Catchment of Western Iran.” Catena 116: 105–113. https://doi.org/10.1016/j.catena.2013.12.011
  • Issaka, Sakinatu, and Muhammad Aqeel Ashraf. 2017. “Impact of Soil Erosion and Degradation on Water Quality: A Review.” Geology, Ecology, and Landscapes 1 (1): 1–11. https://doi.org/10.1080/24749508.2017.1301053
  • Kitch, Jessica L., John Phillips, Sabine Peukert, Alex Taylor, and William H. Blake. 2019. “Understanding the Geomorphic Consequences of Enhanced Overland Flow in Mixed Agricultural Systems: Sediment Fingerprinting Demonstrates the Need for Integrated Upstream and Downstream Thinking.” Journal of Soils and Sediments 19 (9): 3319–3331. https://doi.org/10.1007/s11368-019-02378-4
  • Krzywinski, Martin, and Naomi Altman. 2014. “Visualizing Samples with Box Plots.” Nature Methods 11 (2): 119–120. https://doi.org/10.1038/nmeth.2813
  • Liu, Bing, Daniel E. Storm, Xunchang J. Zhang, Wenhong Cao, and Xingwu Duan. 2016. “A New Method for Fingerprinting Sediment Source Contributions Using Distances from Discriminant Function Analysis.” Catena 147: 32–39. https://doi.org/10.1016/j.catena.2016.06.039
  • Lizaga, Ivan, Borja Latorre, Leticia Gaspar, and Ana Navas. 2020. “FingerPro: An R Package for Tracking the Provenance of Sediment.” Water Resources Management 34 (12): 3879–3894. https://doi.org/10.1007/s11269-020-02650-0
  • Mabit, L., S. Chhem-Kieth, P. Dornhofer, A. Toloza, M. Benmansour, C. Bernard, E. Fulajtar, and D. E. Walling. 2014. “137 Cs: A Widely Used and Validated Medium Term Soil Tracer.” IAEA Tecdoc Series 27, 1–213.
  • Owens, P. N., W. H. Blake, L. Gaspar, D. Gateuille, A. J. Koiter, D. A. Lobb, E. L. Petticrew, D. G. Reiffarth, H. G. Smith, and J. C. Woodward. 2016. “Fingerprinting and Tracing the Sources of Soils and Sediments: Earth and Ocean Science, Geoarchaeological, Forensic, and Human Health Applications.” Earth-Science Reviews 162 (November): 1–23. https://doi.org/10.1016/j.earscirev.2016.08.012
  • Pulley, Simon, Adrian L. Collins, and J. Patrick Laceby. 2020. “The Representation of Sediment Source Group Tracer Distributions in Monte Carlo Uncertainty Routines for Fingerprinting: An Analysis of Accuracy and Precision Using Data for Four Contrasting Catchments.” Hydrological Processes 34 (11): 2381–2400. https://doi.org/10.1002/hyp.13736
  • Rhodes, Christopher J. 2014. “Soil Erosion, Climate Change and Global Food Security: Challenges and Strategies.” Science Progress 97 (Pt 2): 97–153. https://doi.org/10.3184/003685014X13994567941465
  • Sergio, de los Santos-Villalobos, Bravo-Linares Claudio, Meigikos dos Anjos Roberto, Cardoso Renan, Gibbs Max, Swales Andrew, Mabit Lionel, and Dercon Gerd. 2017. “The CSSIAR v.1.00 Software: A New Tool Based on SIAR to Assess Soil Redistribution Using Compound Specific Stable Isotopes.” SoftwareX 6: 13–18. https://doi.org/10.1016/j.softx.2016.12.005
  • Sherriff, Sophie C., Stewart W. Franks, John S. Rowan, Owen Fenton, and Daire Ó’hUallacháin. 2015. “Uncertainty-Based Assessment of Tracer Selection, Tracer Non-Conservativeness and Multiple Solutions in Sediment Fingerprinting Using Synthetic and Field Data.” Journal of Soils and Sediments 15 (10): 2101–2116. https://doi.org/10.1007/s11368-015-1123-5
  • Smith, Hugh G., Daljit Singh Karam, and Amy T. Lennard. 2018. “Evaluating Tracer Selection for Catchment Sediment Fingerprinting.” Journal of Soils and Sediments 18 (9): 3005–3019. https://doi.org/10.1007/s11368-018-1990-7
  • Stock, Brian C., Andrew L. Jackson, Eric J. Ward, Andrew C. Parnell, Donald L. Phillips, and Brice X. Semmens. 2018. “Analyzing Mixing Systems Using a New Generation of Bayesian Tracer Mixing Models.” PeerJ 6 (June): e5096. https://doi.org/10.7717/peerj.5096
  • Stone, M., A. L. Collins, U. Silins, M. B. Emelko, and Y. S. Zhang. 2014. “The Use of Composite Fingerprints to Quantify Sediment Sources in a Wildfire Impacted Landscape, Alberta, Canada.” The Science of the Total Environment 473–474 (March): 642–650. https://doi.org/10.1016/j.scitotenv.2013.12.052
  • Torres Astorga, Romina, Sergio de los Santos Villalobos, Hugo Velasco, Olgioly Domínguez-Quintero, Renan Pereira Cardoso, Roberto Meigikos dos Anjos, Yacouba Diawara, Gerd Dercon, and Lionel Mabit. 2018. “Exploring Innovative Techniques for Identifying Geochemical Elements as Fingerprints of Sediment Sources in an Agricultural Catchment of Argentina Affected by Soil Erosion.” Environmental Science and Pollution Research International 25 (21): 20868–20879. https://doi.org/10.1007/s11356-018-2154-4
  • Vanwalleghem, T., J. A. Gómez, J. Infante Amate, M. González de Molina, K. Vanderlinden, G. Guzmán, A. Laguna, and J. V. Giráldez. 2017. “Impact of Historical Land Use and Soil Management Change on Soil Erosion and Agricultural Sustainability during the Anthropocene.” Anthropocene 17: 13–29. https://doi.org/10.1016/j.ancene.2017.01.002

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