Articles | Volume 10, issue 1
https://doi.org/10.5194/soil-10-109-2024
© Author(s) 2024. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/soil-10-109-2024
© Author(s) 2024. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Original research article
| 
13 Feb 2024
Original research article |
| 13 Feb 2024
| 13 Feb 2024
Sensitivity of source sediment fingerprinting to tracer selection methods
Thomas Chalaux-Clergue
CORRESPONDING AUTHOR
Laboratoire des Sciences du Climat et de l'Environnement (LSCE-IPSL), Université Paris-Saclay, UMR 8212 (CEA-CNRS-UVSQ), Gif-sur-Yvette, France
Laboratoire des Sciences du Climat et de l'Environnement (LSCE-IPSL), Université Paris-Saclay, UMR 8212 (CEA-CNRS-UVSQ), Gif-sur-Yvette, France
Pedro V. G. Batista
Water and Soil Resource Research, Institute for Geography, Universität Augsburg, Alter Postweg 118, 86159 Augsburg, Germany
Núria Martínez-Carreras
Environmental Research and Innovation Department (ERIN), Catchment and Eco-Hydrology Research Group (CAT), Luxembourg Institute of Science and Technology (LIST), Belvaux, Luxembourg
J. Patrick Laceby
Environment and Protected Areas, 3535 Research Rd NW, Calgary, Alberta, T2L 2K8, Canada
Olivier Evrard
Laboratoire des Sciences du Climat et de l'Environnement (LSCE-IPSL), Université Paris-Saclay, UMR 8212 (CEA-CNRS-UVSQ), Gif-sur-Yvette, France
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Laurie Boithias, Olivier Ribolzi, Emma Rochelle-Newall, Chanthanousone Thammahacksa, Paty Nakhle, Bounsamay Soulileuth, Anne Pando-Bahuon, Keooudone Latsachack, Norbert Silvera, Phabvilay Sounyafong, Khampaseuth Xayyathip, Rosalie Zimmermann, Sayaphet Rattanavong, Priscia Oliva, Thomas Pommier, Olivier Evrard, Sylvain Huon, Jean Causse, Thierry Henry-des-Tureaux, Oloth Sengtaheuanghoung, Nivong Sipaseuth, and Alain Pierret
Earth Syst. Sci. Data, 14, 2883–2894, https://doi.org/10.5194/essd-14-2883-2022, https://doi.org/10.5194/essd-14-2883-2022, 2022
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SOIL, 5, 333–350, https://doi.org/10.5194/soil-5-333-2019, https://doi.org/10.5194/soil-5-333-2019, 2019
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The Fukushima Dai-ichi Nuclear Power Plant (FDNPP) accident in March 2011 resulted in the contamination of Japanese landscapes with radioactive fallout. The objective of this review is to provide an overview of the decontamination strategies and their potential effectiveness in Japan. Overall, we believe it is important to synthesise the remediation lessons learnt following the FDNPP nuclear accident, which could be fundamental if radioactive fallout occurred somewhere on Earth in the future.
Jérémy Lepesqueur, Renaud Hostache, Núria Martínez-Carreras, Emmanuelle Montargès-Pelletier, and Christophe Hissler
Hydrol. Earth Syst. Sci., 23, 3901–3915, https://doi.org/10.5194/hess-23-3901-2019, https://doi.org/10.5194/hess-23-3901-2019, 2019
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This article evaluates the influence of sediment representation in a sediment transport model. A short-term simulation is used to assess how far changing the sediment characteristics in the modelling experiment changes riverbed evolution and sediment redistribution during a small flood event. The study shows in particular that representing sediment with extended grain-size and grain-density distributions allows for improving model accuracy and performances.
J. Patrick Laceby, Caroline Chartin, Olivier Evrard, Yuichi Onda, Laurent Garcia-Sanchez, and Olivier Cerdan
Hydrol. Earth Syst. Sci., 20, 2467–2482, https://doi.org/10.5194/hess-20-2467-2016, https://doi.org/10.5194/hess-20-2467-2016, 2016
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Characterizing rainfall erosivity in the Fukushima fallout-impacted region is important for predicting radiocesium behavior. The majority of rainfall (60 %) and rainfall erosivity (86 %) occurs between June and October. Tropical cyclones contribute 22 % of the precipitation though 44 % of the rainfall erosivity. Understanding the rainfall regime and the influence of tropical cyclones is important managing radiocesium transfers in contaminated catchments in the Fukushima prefecture.
N. Martínez-Carreras, C. E. Wetzel, J. Frentress, L. Ector, J. J. McDonnell, L. Hoffmann, and L. Pfister
Hydrol. Earth Syst. Sci., 19, 3133–3151, https://doi.org/10.5194/hess-19-3133-2015, https://doi.org/10.5194/hess-19-3133-2015, 2015
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We tested the hypothesis that different diatom species assemblages inhabit specific moisture domains of the catchment and, consequently, the presence of certain species assemblages in the stream during runoff events offers the potential for recording whether there was hydrological connectivity between these domains or not. In the Weierbach catchment, the transport of aerial diatoms during events suggested a rapid connectivity between the soil surface and the stream.
E. Gourdin, S. Huon, O. Evrard, O. Ribolzi, T. Bariac, O. Sengtaheuanghoung, and S. Ayrault
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The origin and dynamics of particulate organic matter were studied in a 11.6km² catchment (northern Laos) during the first erosive flood of the 2012 rainy season. Upstream suspended sediments mainly originated from cultivated soils labelled by their C3 vegetation cover. In contrast, channel banks with C4 vegetation supplied significant quantities of sediment to the river downstream. Swamps located along the main stream acted as sediment filters and controlled the composition of suspended POM.
H. Lepage, O. Evrard, Y. Onda, I. Lefèvre, J. P. Laceby, and S. Ayrault
SOIL Discuss., https://doi.org/10.5194/soild-1-401-2014, https://doi.org/10.5194/soild-1-401-2014, 2014
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SOIL, 10, 281–305, https://doi.org/10.5194/soil-10-281-2024, https://doi.org/10.5194/soil-10-281-2024, 2024
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SOIL, 9, 351–364, https://doi.org/10.5194/soil-9-351-2023, https://doi.org/10.5194/soil-9-351-2023, 2023
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Our study focuses on (E) pyriminobac-methyl (EPM), a weedicide commonly applied to agricultural soils in China, which can potentially pose serious risks to groundwater quality once it percolates through the soil. We tested the adsorption–desorption, degradation, and leaching of this compound in five agricultural soils sampled from different provinces in China.
Veerle Vanacker, Armando Molina, Miluska A. Rosas, Vivien Bonnesoeur, Francisco Román-Dañobeytia, Boris F. Ochoa-Tocachi, and Wouter Buytaert
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The Andes region is prone to natural hazards due to its steep topography and climatic variability. Anthropogenic activities further exacerbate environmental hazards and risks. This systematic review synthesizes the knowledge on the effectiveness of nature-based solutions. Conservation of natural vegetation and implementation of soil and water conservation measures had significant and positive effects on soil erosion mitigation and topsoil organic carbon concentrations.
Mario Kirchhoff, Tobias Romes, Irene Marzolff, Manuel Seeger, Ali Aït Hssaine, and Johannes B. Ries
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This study found that the influence of argan trees on soil properties in southern Morocco is mostly limited to the area covered by the tree crown. However, the tree influences the bare soil outside the crown positively in specific directions because wind and water can move litter and soil particles from under the tree to the areas between the trees. These findings, based on soil samples around argan trees, could help structure reforestation measures.
Florian Wilken, Peter Fiener, Michael Ketterer, Katrin Meusburger, Daniel Iragi Muhindo, Kristof van Oost, and Sebastian Doetterl
SOIL, 7, 399–414, https://doi.org/10.5194/soil-7-399-2021, https://doi.org/10.5194/soil-7-399-2021, 2021
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Ming Lu, David S. Powlson, Yi Liang, Dave R. Chadwick, Shengbi Long, Dunyi Liu, and Xinping Chen
SOIL, 7, 333–346, https://doi.org/10.5194/soil-7-333-2021, https://doi.org/10.5194/soil-7-333-2021, 2021
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Land use changes are an important anthropogenic perturbation that can cause soil degradation, but the impacts of land conversion from growing cereals to vegetables have received little attention. Using a combination of soil analyses from paired sites and data from farmer surveys, we found significant soil degradation in intensive vegetable cropping under paddy rice–oilseed rape rotation in southwestern China. This study may alert others to the potential land degradation in the subtropics.
Claire Froger, Nicolas P. A. Saby, Claudy C. Jolivet, Line Boulonne, Giovanni Caria, Xavier Freulon, Chantal de Fouquet, Hélène Roussel, Franck Marot, and Antonio Bispo
SOIL, 7, 161–178, https://doi.org/10.5194/soil-7-161-2021, https://doi.org/10.5194/soil-7-161-2021, 2021
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Pollution of French soils by polycyclic aromatic hydrocarbons (PAHs), known as carcinogenic pollutants, was quantified in this work using an extended data set of 2154 soils sampled across France. The map of PAH concentrations in French soils revealed strong trends in regions with heavy industries and around cities. The PAH signatures indicated the influence of PAH emissions in Europe during the industrial revolution. Health risks posed by PAHs in soils were low but need to be considered.
Shixiu Zhang, Liang Chang, Neil B. McLaughlin, Shuyan Cui, Haitao Wu, Donghui Wu, Wenju Liang, and Aizhen Liang
SOIL, 7, 71–82, https://doi.org/10.5194/soil-7-71-2021, https://doi.org/10.5194/soil-7-71-2021, 2021
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Long-term conservation tillage results in more complex and heterogeneous activities of soil organisms relative to conventional tillage. This study used an energetic food web modelling approach to calculate the mineralized N delivered by the whole soil community assemblages and highlighted the essential role of soil food web complexity in coupling N mineralization and soybean yield after a 14-year application of conservation tillage in a black soil of Northeast China.
Florian Wilken, Michael Ketterer, Sylvia Koszinski, Michael Sommer, and Peter Fiener
SOIL, 6, 549–564, https://doi.org/10.5194/soil-6-549-2020, https://doi.org/10.5194/soil-6-549-2020, 2020
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Soil redistribution by water and tillage erosion processes on arable land is a major threat to sustainable use of soil resources. We unravel the role of tillage and water erosion from fallout radionuclide (239+240Pu) activities in a ground moraine landscape. Our results show that tillage erosion dominates soil redistribution processes and has a major impact on the hydrological and sedimentological connectivity, which started before the onset of highly mechanised farming since the 1960s.
José A. Gómez, Gema Guzmán, Arsenio Toloza, Christian Resch, Roberto García-Ruíz, and Lionel Mabit
SOIL, 6, 179–194, https://doi.org/10.5194/soil-6-179-2020, https://doi.org/10.5194/soil-6-179-2020, 2020
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The long-term evolution of soil organic carbon in an olive orchard (planted in 1856) was evaluated and compared to an adjacent undisturbed natural area. Total soil organic carbon in the top 40 cm of the soil in the orchard was reduced to 25 % of that in the undisturbed area. The deposition downslope in the orchard of sediment coming from the eroded upslope area did not increase the accumulation of organic carbon in soil, but it quadrupled available phosphorus and improved overall soil quality.
Donia Jendoubi, Hanspeter Liniger, and Chinwe Ifejika Speranza
SOIL, 5, 239–251, https://doi.org/10.5194/soil-5-239-2019, https://doi.org/10.5194/soil-5-239-2019, 2019
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This paper is original research done in north-western Tunisia; it presents the impacts of the topography (slope and aspect) and the land use systems in the SOC storage in a Mediterranean area. It provides a soil spectral library, describes the variation of SOC under different conditions, and highlights the positive impact of agroforestry as good management in improving the SOC. Therefore this finding is very important to support decision making and inform sustainable land management in Tunisia.
Tor-Gunnar Vågen, Leigh Ann Winowiecki, Constance Neely, Sabrina Chesterman, and Mieke Bourne
SOIL, 4, 259–266, https://doi.org/10.5194/soil-4-259-2018, https://doi.org/10.5194/soil-4-259-2018, 2018
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Land degradation impacts the health and livelihoods of about 1.5 billion people worldwide. The state of the environment and food security are strongly interlinked in tropical landscapes. This paper demonstrates the integration of soil organic carbon (SOC) and land health maps with socioeconomic datasets into an online, open-access platform called the Resilience Diagnostic and Decision Support Tool for Turkana County in Kenya.
Dick J. Brus and Jan J. H. van den Akker
SOIL, 4, 37–45, https://doi.org/10.5194/soil-4-37-2018, https://doi.org/10.5194/soil-4-37-2018, 2018
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Subsoil compaction is an important soil threat. It is caused by heavy machines used in agriculture. The aim of this study was to estimate how large the area with overcompacted subsoils is in the Netherlands. This was done by selecting locations randomly and determining the porosity and bulk density of the soil at these locations. It appeared that 43 % of the soils in the Netherlands is overcompacted, and so we conclude that subsoil compaction is indeed a serious problem in the Netherlands.
Frederick Büks and Martin Kaupenjohann
SOIL, 2, 499–509, https://doi.org/10.5194/soil-2-499-2016, https://doi.org/10.5194/soil-2-499-2016, 2016
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Soil aggregate stability and POM occlusion are integral markers for soil quality. Besides physico-chemical interactions, biofilms are considered to aggregate primary particles, but experimental proof is still missing. In our experiment, soil aggregate samples were treated with biofilm degrading enzymes and showed a reduced POM occlusion and an increased bacteria DNA release compared with untreated samples. Thus, biofilms are assumed to be an important factor of POM occlusion in soil aggregates.
E. V. Taguas, C. Arroyo, A. Lora, G. Guzmán, K. Vanderlinden, and J. A. Gómez
SOIL, 1, 651–664, https://doi.org/10.5194/soil-1-651-2015, https://doi.org/10.5194/soil-1-651-2015, 2015
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Biodiversity indices for spontaneous grass cover were measured in two olive orchards in southern Spain with contrasting site conditions and management to evaluate their potential for biodiversity metrics of soil degradation. Biodiversity indices were relatively high for agricultural areas. No correlation between the biodiversity indicators and soil quality features were observed. The mere use of vegetation presence as a proxy might mask relative intense soil degradation processes.
A. Kaiser, F. Neugirg, F. Haas, J. Schmidt, M. Becht, and M. Schindewolf
SOIL, 1, 613–620, https://doi.org/10.5194/soil-1-613-2015, https://doi.org/10.5194/soil-1-613-2015, 2015
A. Ola, I. C. Dodd, and J. N. Quinton
SOIL, 1, 603–612, https://doi.org/10.5194/soil-1-603-2015, https://doi.org/10.5194/soil-1-603-2015, 2015
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Plant roots are crucial in soil erosion control. Moreover, some species respond to nutrient-rich patches by lateral root proliferation. At the soil surface dense mats of roots may block soil pores thereby limiting infiltration, enhancing runoff; whereas at depth local increases in shear strength may reinforce soils at the shear plane. This review considers the potential of manipulating plant roots to control erosion.
C. Castillo, M. R. James, M. D. Redel-Macías, R. Pérez, and J. A. Gómez
SOIL, 1, 583–594, https://doi.org/10.5194/soil-1-583-2015, https://doi.org/10.5194/soil-1-583-2015, 2015
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- We present SF3M, a new graphical user interface for implementing a complete 3-D photo-reconstruction workflow based on freely available software, in combination with a low-cost survey design for the reconstruction of a several-hundred-metres-long gully network.
- This methodology implied using inexpensive means, little manpower, in a short time span, being a promising tool for gully erosion evaluation in scenarios with demanding budget and time constraints and reduced operator expertise.
J. Casalí, R. Giménez, and M. A. Campo-Bescós
SOIL, 1, 509–513, https://doi.org/10.5194/soil-1-509-2015, https://doi.org/10.5194/soil-1-509-2015, 2015
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Despite gullies having been intensively studied in the past decades, there is no general consensus on such basic aspects as the correct determination of the geometry (width and depth) of these erosion features. Therefore, a measurement protocol is proposed to characterize the geometry of a gully by its effective width and effective depth, which, together with its length, would permit the definition of the equivalent prismatic gully (EPG); this would facilitate the comparison between gullies.
E. A. C. Costantini, A. E. Agnelli, A. Fabiani, E. Gagnarli, S. Mocali, S. Priori, S. Simoni, and G. Valboa
SOIL, 1, 443–457, https://doi.org/10.5194/soil-1-443-2015, https://doi.org/10.5194/soil-1-443-2015, 2015
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Earthworks carried out before planting a new vineyard caused, in the surface soil layer, an increase in lime and a decline in soil OC and N contents, along with a reduction in the abundance and diversity of microbial and mesofauna communities. Five years after the new vineyard establishment, soil was still far from its original quality and this limited vine development. The reduced OM input resulting from the management and the poor residue biomass was a major factor in delaying soil resilience.
J. P. van Leeuwen, D. Moraetis, G. J. Lair, J. Bloem, N. P. Nikolaidis, L. Hemerik, and P. C. de Ruiter
SOIL Discuss., https://doi.org/10.5194/soild-2-187-2015, https://doi.org/10.5194/soild-2-187-2015, 2015
Manuscript not accepted for further review
R. Zornoza, J. A. Acosta, F. Bastida, S. G. Domínguez, D. M. Toledo, and A. Faz
SOIL, 1, 173–185, https://doi.org/10.5194/soil-1-173-2015, https://doi.org/10.5194/soil-1-173-2015, 2015
Cited articles
Agnihotri, R., Kumar, R., Prasad, M. V. S. N., Sharma, C., Bhatia, S. K., and Arya, B. C.: Experimental Setup and Standardization of a Continuous Flow Stable Isotope Mass Spectrometer for Measuring Stable Isotopes of Carbon, Nitrogen and Sulfur in Environmental Samples, MAPAN, 29, 195–205, https://doi.org/10.1007/s12647-014-0099-8, 2014. a
Balsam, W., Ji, J., and Chen, J.: Climatic Interpretation of the Luochuan and Lingtai Loess Sections, China, Based on Changing Iron Oxide Mineralogy and Magnetic Susceptibility, Earth Planet. Sc. Lett., 223, 335–348, https://doi.org/10.1016/j.epsl.2004.04.023, 2004. a
Batista, P. V. G., Laceby, J. P., Silva, M. L. N., Tassinari, D., Bispo, D. F. A., Curi, N., Davies, J., and Quinton, J. N.: Using Pedological Knowledge to Improve Sediment Source Apportionment in Tropical Environments, J. Soils Sediments, 19, 3274–3289, https://doi.org/10.1007/s11368-018-2199-5, 2019. a
Beck, H. E., Zimmermann, N. E., McVicar, T. R., Vergopolan, N., Berg, A., and Wood, E. F.: Present and Future Köppen-Geiger Climate Classification Maps at 1-Km Resolution, Sci. Data, 5, 180214, https://doi.org/10.1038/sdata.2018.214, 2018. a
Bennett, N. D., Croke, B. F., Guariso, G., Guillaume, J. H., Hamilton, S. H., Jakeman, A. J., Marsili-Libelli, S., Newham, L. T., Norton, J. P., Perrin, C., Pierce, S. A., Robson, B., Seppelt, R., Voinov, A. A., Fath, B. D., and Andreassian, V.: Characterising Performance of Environmental Models, Environ. Model. Softw., 40, 1–20, https://doi.org/10.1016/j.envsoft.2012.09.011, 2013. a, b
Bing, H., Wu, Y., Liu, E., and Yang, X.: Assessment of Heavy Metal Enrichment and Its Human Impact in Lacustrine Sediments from Four Lakes in the Mid-Low Reaches of the Yangtze River, China, J. Environ. Sci., 25, 1300–1309, https://doi.org/10.1016/S1001-0742(12)60195-8, 2013. a
Blake, W. H., Walsh, R. P. D., Sayer, A. M., and Bidin, K.: Quantifying Fine-Sediment Sources in Primary and Selectively Logged Rainforest Catchments Using Geochemical Tracers, Water Air Soil Poll., 6, 615–623, https://doi.org/10.1007/s11267-006-9046-1, 2006. a
Brosinsky, A., Foerster, S., Segl, K., López-Tarazón, J. A., Piqué, G., and Bronstert, A.: Spectral Fingerprinting: Characterizing Suspended Sediment Sources by the Use of VNIR-SWIR Spectral Information, J. Soils Sediments, 14, 1965–1981, https://doi.org/10.1007/s11368-014-0927-z, 2014. a
Chalaux-Clergue, T. and Bizeul, R.: fingR: A Support for Sediment Source Fingerprinting Studies, Zenodo [code], https://doi.org/10.5281/zenodo.8293596, 2023. a, b
Chalaux-Clergue, T., Evrard, O., Durand, R., Caumon, A., Hayashi, S., Tsuji, H., Huon, S., Vaury, V., Wakiyama, Y., Nakao, A., Laceby, J. P., and Onda, Y.: Organic matter, geochemical and colorimetric properties of potential source material, target sediment and laboratory mixtures for conducting sediment fingerprinting approaches in the Mano Dam Reservoir (Hayama Lake) catchment, Fukushima Prefecture, Japan, Zenodo [data set], https://doi.org/10.5281/zenodo.7081094, 2022. a
Chalaux-Clergue, T., Foucher, A., Chaboche, P.-A., Hayashi, S., Tsuji, H., Wakiyama, Y., Huon, S., Cerdan, O., Vandromme, R., Nakao, A., and Evrard, O.: The impact of soil decontamination on radiocesium and sediment transfers in a catchment affected by the Fukushima nuclear accident, Japan, as revealed by reservoir sediment core analyses, in preparation, 2024. a
Chartin, C., Evrard, O., Onda, Y., Patin, J., Lefèvre, I., Ottlé, C., Ayrault, S., Lepage, H., and Bonté, P.: Tracking the Early Dispersion of Contaminated Sediment along Rivers Draining the Fukushima Radioactive Pollution Plume, Anthropocene, 1, 23–34, https://doi.org/10.1016/j.ancene.2013.07.001, 2013. a
Chartin, C., Evrard, O., Laceby, J. P., Onda, Y., Ottlé, C., Lefèvre, I., and Cerdan, O.: The Impact of Typhoons on Sediment Connectivity: Lessons Learnt from Contaminated Coastal Catchments of the Fukushima Prefecture (Japan): Typhoon Impact on Sediment Connectivity – Fukushima, Japan, Earth Surf. Proc. Land., 42, 306–317, https://doi.org/10.1002/esp.4056, 2017. a
Chen, D., Dai, W., Li, M., Wang, B., Zeng, Y., Ni, L., Fang, N., and Shi, Z.: Accuracy Verification of Optical Fingerprinting Methods in Sediment Tracing Study, Hydrol. Process., 37, e14870, https://doi.org/10.1002/hyp.14870, 2023. a
Collins, A. L. and Walling, D.: Selecting Fingerprint Properties for Discriminating Potential Suspended Sediment Sources in River Basins, J. Hydrol., 261, 218–244, https://doi.org/10.1016/S0022-1694(02)00011-2, 2002. a, b
Collins, A. L. and Walling, D. E.: Documenting Catchment Suspended Sediment Sources: Problems, Approaches and Prospects, Prog. Phys. Geogr., 28, 159–196, https://doi.org/10.1191/0309133304pp409ra, 2004. a
Collins, A. L., Walling, D., and Leeks, G.: Source Type Ascription for Fluvial Suspended Sediment Based on a Quantitative Composite Fingerprinting Technique, Catena, 29, 1–27, https://doi.org/10.1016/S0341-8162(96)00064-1, 1997a. a, b, c, d
Collins, A. L., Walling, D. E., and Leeks, G. J.: Fingerprinting the Origin of Fluvial Suspended Sediment in Larger River Basins: Combining Assessment of Spatial Provenance and Source Type, Geografiska Annaler: Series A, Phys. Geogr., 79, 239–254, https://doi.org/10.1111/j.0435-3676.1997.00020.x, 1997b. a, b, c, d, e
Collins, A. L., Walling, D., Webb, L., and King, P.: Apportioning Catchment Scale Sediment Sources Using a Modified Composite Fingerprinting Technique Incorporating Property Weightings and Prior Information, Geoderma, 155, 249–261, https://doi.org/10.1016/j.geoderma.2009.12.008, 2010. a, b
Collins, A. L., Williams, L., Zhang, Y., Marius, M., Dungait, J., Smallman, D., Dixon, E., Stringfellow, A., Sear, D., Jones, J., and Naden, P.: Catchment Source Contributions to the Sediment-Bound Organic Matter Degrading Salmonid Spawning Gravels in a Lowland River, Southern England, Sci. Total Environ., 456–457, 181–195, https://doi.org/10.1016/j.scitotenv.2013.03.093, 2013. a, b
Collins, A. L., Pulley, S., Foster, I., Gellis, A., Porto, P., and Horowitz, A.: Sediment Source Fingerprinting as an Aid to Catchment Management: A Review of the Current State of Knowledge and a Methodological Decision-Tree for End-Users, J. Environ. Manage., 194, 86–108, https://doi.org/10.1016/j.jenvman.2016.09.075, 2017. a, b
Collins, A. L., Blackwell, M., Boeckx, P., Chivers, C.-A., Emelko, M., Evrard, O., Foster, I., Gellis, A., Gholami, H., Granger, S., Harris, P., Horowitz, A. J., Laceby, J. P., Martinez-Carreras, N., Minella, J., Mol, L., Nosrati, K., Pulley, S., Silins, U., da Silva, Y. J., Stone, M., Tiecher, T., Upadhayay, H. R., and Zhang, Y.: Sediment Source Fingerprinting: Benchmarking Recent Outputs, Remaining Challenges and Emerging Themes, J. Soils Sediments, 20, 4160–4193, https://doi.org/10.1007/s11368-020-02755-4, 2020. a, b, c, d, e, f, g, h
Coplen, T. B., Kendall, C., and Hopple, J.: Comparison of Stable Isotope Reference Samples, Nature, 302, 236–238, https://doi.org/10.1038/302236a0, 1983. a
Cox, T., Laceby, J. P., Roth, T., and Alewell, C.: Less Is More? A Novel Method for Identifying and Evaluating Non-Informative Tracers in Sediment Source Mixing Models, J. Soils Sediments, 23, 3241–3261, https://doi.org/10.1007/s11368-023-03573-0, 2023. a, b
Dabrin, A., Bégorre, C., Bretier, M., Dugué, V., Masson, M., Le Bescond, C., Le Coz, J., and Coquery, M.: Reactivity of Particulate Element Concentrations: Apportionment Assessment of Suspended Particulate Matter Sources in the Upper Rhône River, France, J. Soils Sediments, 21, 1256–1274, https://doi.org/10.1007/s11368-020-02856-0, 2021. a, b
Debnath, A., Singh, P. K., and Chandra Sharma, Y.: Metallic Contamination of Global River Sediments and Latest Developments for Their Remediation, J. Environ. Manage., 298, 113378, https://doi.org/10.1016/j.jenvman.2021.113378, 2021. a
Debret, M., Sebag, D., Desmet, M., Balsam, W., Copard, Y., Mourier, B., Susperrigui, A.-S., Arnaud, F., Bentaleb, I., Chapron, E., Lallier-Vergès, E., and Winiarski, T.: Spectrocolorimetric Interpretation of Sedimentary Dynamics: The New “Q7/4 Diagram”, Earth-Sci. Rev., 109, 1–19, https://doi.org/10.1016/j.earscirev.2011.07.002, 2011. a, b, c, d
Evrard, O., Laceby, J. P., Ficetola, G. F., Gielly, L., Huon, S., Lefèvre, I., Onda, Y., and Poulenard, J.: Environmental DNA Provides Information on Sediment Sources: A Study in Catchments Affected by Fukushima Radioactive Fallout, Sci. Total Environ., 665, 873–881, https://doi.org/10.1016/j.scitotenv.2019.02.191, 2019. a
Evrard, O., Chaboche, P.-A., Ramon, R., Foucher, A., and Laceby, J. P.: A Global Review of Sediment Source Fingerprinting Research Incorporating Fallout Radiocesium (137Cs), Geomorphology, 362, 107103, https://doi.org/10.1016/j.geomorph.2020.107103, 2020a. a
Evrard, O., Durand, R., Nakao, A., Laceby, P. J., Lefèvre, I., Wakiyama, Y., Hayashi, S., Asanuma-Brice, C., and Cerdan, O.: Impact of the 2019 Typhoons on Sediment Source Contributions and Radiocesium Concentrations in Rivers Draining the Fukushima Radioactive Plume, Japan, C.R. Géosci., 352, 199–211, https://doi.org/10.5802/crgeos.42, 2020b. a, b
Evrard, O., Batista, P. V. G., Company, J., Dabrin, A., Foucher, A., Frankl, A., García-Comendador, J., Huguet, A., Lake, N., Lizaga, I., Martínez-Carreras, N., Navratil, O., Pignol, C., and Sellier, V.: Improving the Design and Implementation of Sediment Fingerprinting Studies: Summary and Outcomes of the TRACING 2021 Scientific School, J. Soils Sediments, 22, 1648–1661, https://doi.org/10.1007/s11368-022-03203-1, 2022. a, b, c, d, e
Farias Amorim, F., Jacques Agra Bezerra da Silva, Y., Cabral Nascimento, R., Jacques Agra Bezerra da Silva, Y., Tiecher, T., Williams Araújo do Nascimento, C., Paolo Gomes Minella, J., Zhang, Y., Ram Upadhayay, H., Pulley, S., and Collins, A. L.: Sediment Source Apportionment Using Optical Property Composite Signatures in a Rural Catchment, Brazil, Catena, 202, 105208, https://doi.org/10.1016/j.catena.2021.105208, 2021. a, b
García-Comendador, J., Martínez-Carreras, N., Fortesa, J., Company, J., Borràs, A., Palacio, E., and Estrany, J.: In-Channel Alterations of Soil Properties Used as Tracers in Sediment Fingerprinting Studies, Catena, 225, 107036, https://doi.org/10.1016/j.catena.2023.107036, 2023. a, b, c, d
Gaspar, L., Blake, W. H., Smith, H. G., Lizaga, I., and Navas, A.: Testing the Sensitivity of a Multivariate Mixing Model Using Geochemical Fingerprints with Artificial Mixtures, Geoderma, 337, 498–510, https://doi.org/10.1016/j.geoderma.2018.10.005, 2019. a, b, c
Gateuille, D., Owens, P. N., Petticrew, E. L., Booth, B. P., French, T. D., and Déry, S. J.: Determining Contemporary and Historical Sediment Sources in a Large Drainage Basin Impacted by Cumulative Effects: The Regulated Nechako River, British Columbia, Canada, J. Soils Sediments, 19, 3357–3373, https://doi.org/10.1007/s11368-019-02299-2, 2019. a
Gellis, A. and Gorman Sanisaca, L.: Sediment Fingerprinting to Delineate Sources of Sediment in the Agricultural and Forested Smith Creek Watershed, Virginia, USA, JAWRA J. Am. Water Resour. As., 54, 1197–1221, https://doi.org/10.1111/1752-1688.12680, 2018. a, b
Gellis, A. C. and Noe, G. B.: Sediment Source Analysis in the Linganore Creek Watershed, Maryland, USA, Using the Sediment Fingerprinting Approach: 2008 to 2010, J. Soils Sediments, 13, 1735–1753, https://doi.org/10.1007/s11368-013-0771-6, 2013. a, b, c
Gellis, A. C. and Walling, D. E.: Sediment Source Fingerprinting (Tracing) and Sediment Budgets as Tools in Targeting River and Watershed Restoration Programs, in: Geophysical Monograph Series, edited by: Simon, A., Bennett, S. J., and Castro, J. M., 263–291, American Geophysical Union, Washington, D.C., ISBN 978-1-118-66667-8, https://doi.org/10.1029/2010GM000960, 2013. a
Gibbs, M. M.: Identifying Source Soils in Contemporary Estuarine Sediments: A New Compound-Specific Isotope Method, Estuar. Coast., 31, 344–359, https://doi.org/10.1007/s12237-007-9012-9, 2008. a
Girardin, C. and Mariotti, A.: Analyse isotopique du 13C en abondance naturelle dans le carbone organique: un système automatique avec robot préparateur, Cahiers ORSTOM, Serie Pedologie, 26, 371–380, 1991. a
Haddadchi, A., Olley, J., and Laceby, P.: Accuracy of Mixing Models in Predicting Sediment Source Contributions, Sci. Total Environ., 497–498, 139–152, https://doi.org/10.1016/j.scitotenv.2014.07.105, 2014. a
Hao, Q., Oldfield, F., Bloemendal, J., Torrent, J., and Guo, Z.: The Record of Changing Hematite and Goethite Accumulation over the Past 22 Myr on the Chinese Loess Plateau from Magnetic Measurements and Diffuse Reflectance Spectroscopy, J. Geophys. Res., 114, B12101, https://doi.org/10.1029/2009JB006604, 2009. a
He, Q. and Walling, D.: Interpreting Particle Size Effects in the Adsorption of 137Cs and Unsupported 210Pb by Mineral Soils and Sediments, J. Environ. Radioactiv., 30, 117–137, https://doi.org/10.1016/0265-931X(96)89275-7, 1996. a, b
Hollander, M., Wolfe, D. A., and Chicken, E.: Nonparametric Statistical Methods, John Wiley & Sons, https://doi.org/10.1002/9781119196037, 2013. a, b
Horowitze, A. J.: A Primer on Sediment-Trace Element Chemistry, Vol. 2, Lewis Publishers Chelsea, https://doi.org/10.3133/ofr9176, 1991. a
Huangfu, Y., Essington, M. E., Hawkins, S. A., Walker, F. R., Schwartz, J. S., and Layton, A. C.: Testing the Sediment Fingerprinting Technique Using the SIAR Model with Artificial Sediment Mixtures, J. Soils Sediments, 20, 1771–1781, https://doi.org/10.1007/s11368-019-02545-7, 2020. a
Huon, S., Hayashi, S., Laceby, J. P., Tsuji, H., Onda, Y., and Evrard, O.: Source Dynamics of Radiocesium-Contaminated Particulate Matter Deposited in an Agricultural Water Reservoir after the Fukushima Nuclear Accident, Sci. Total Environ., 612, 1079–1090, https://doi.org/10.1016/j.scitotenv.2017.07.205, 2018. a, b, c, d
Issaka, S. and Ashraf, M. A.: Impact of Soil Erosion and Degradation on Water Quality: A Review, Geology, Ecology, and Landscapes, 1, 1–11, https://doi.org/10.1080/24749508.2017.1301053, 2017. a
JAXA: High-Resolution Land-Use and Land-Cover Map of Japan [2006–2011] (Ver. 16.09; 10-m Resolution; 12 Categories), https://www.eorc.jaxa.jp/ALOS/en/dataset/lulc/lulc_jpn_e.htm (last access: 9 February 2024), 2016. a
JAXA: High-Resolution Land-Use and Land-Cover Map of Japan [2014–2016] (Ver. 18.03; 30-m Resolution; 12 Categories), https://www.eorc.jaxa.jp/ALOS/en/dataset/lulc/lulc_v1803_e.htm (last access: 9 February 2024), 2018. a
JAXA: High-Resolution Land-Use and Land-Cover Map of Japan [2018–2020] (Ver. 21.11; 10-m Resolution; 12 Categories), https://www.eorc.jaxa.jp/ALOS/en/dataset/lulc/lulc_v2111_e.htm (last access: 9 February 2024), 2022. a
Jordan, A., Krüger, F., and Lerch, S.: Evaluating Probabilistic Forecasts with scoringRules, J. Stat. Softw., 90, 1–37, https://doi.org/10.18637/jss.v090.i12, 2019. a, b
Kato, H., Onda, Y., Gao, X., Sanada, Y., and Saito, K.: Reconstruction of a Fukushima Accident-Derived Radiocesium Fallout Map for Environmental Transfer Studies, J. Environ. Radioactiv., 210, 105996, https://doi.org/10.1016/j.jenvrad.2019.105996, 2019. a
Kemp, P., Sear, D., Collins, A., Naden, P., and Jones, I.: The Impacts of Fine Sediment on Riverine Fish, Hydrol. Process., 25, 1800–1821, https://doi.org/10.1002/hyp.7940, 2011. a
Koiter, A., Owens, P., Petticrew, E., and Lobb, D.: The Behavioural Characteristics of Sediment Properties and Their Implications for Sediment Fingerprinting as an Approach for Identifying Sediment Sources in River Basins, Earth-Sci. Rev., 125, 24–42, https://doi.org/10.1016/j.earscirev.2013.05.009, 2013. a, b, c, d
Koiter, A. J., Owens, P. N., Petticrew, E. L., and Lobb, D. A.: Assessment of Particle Size and Organic Matter Correction Factors in Sediment Source Fingerprinting Investigations: An Example of Two Contrasting Watersheds in Canada, Geoderma, 325, 195–207, https://doi.org/10.1016/j.geoderma.2018.02.044, 2018. a, b, c, d
Kosmas, C. S., Curi, N., Bryant, R. B., and Franzmeier, D. P.: Characterization of Iron Oxide Minerals by Second-Derivative Visible Spectroscopy, Soil Sci. Soc. Am. J., 48, 401–405, https://doi.org/10.2136/sssaj1984.03615995004800020036x, 1984. a
Laceby, J. P. and Olley, J.: An Examination of Geochemical Modelling Approaches to Tracing Sediment Sources Incorporating Distribution Mixing and Elemental Correlations, Hydrol. Process., 29, 1669–1685, https://doi.org/10.1002/hyp.10287, 2015. a, b, c
Laceby, J. P., Chartin, C., Evrard, O., Onda, Y., Garcia-Sanchez, L., and Cerdan, O.: Rainfall erosivity in catchments contaminated with fallout from the Fukushima Daiichi nuclear power plant accident, Hydrol. Earth Syst. Sci., 20, 2467–2482, https://doi.org/10.5194/hess-20-2467-2016, 2016a. a, b, c
Laceby, J. P., Huon, S., Onda, Y., Vaury, V., and Evrard, O.: Do Forests Represent a Long-Term Source of Contaminated Particulate Matter in the Fukushima Prefecture?, J. Environ. Manage., 183, 742–753, https://doi.org/10.1016/j.jenvman.2016.09.020, 2016b. a, b
Laceby, J. P., Evrard, O., Smith, H. G., Blake, W. H., Olley, J. M., Minella, J. P., and Owens, P. N.: The Challenges and Opportunities of Addressing Particle Size Effects in Sediment Source Fingerprinting: A Review, Earth-Sci. Rev., 169, 85–103, https://doi.org/10.1016/j.earscirev.2017.04.009, 2017. a, b, c, d
Laceby, J. P., Batista, P., Taube, N., Kruk, M., Chung, C., Evrard, O., Orwin, J., and Kerr, J.: Tracing Total and Dissolved Material in a Western Canadian Basin Using Quality Control Samples to Guide the Selection of Fingerprinting Parameters for Modelling, Catena, 200, 105095, https://doi.org/10.1016/j.catena.2020.105095, 2021. a, b
Laio, F. and Tamea, S.: Verification tools for probabilistic forecasts of continuous hydrological variables, Hydrol. Earth Syst. Sci., 11, 1267–1277, https://doi.org/10.5194/hess-11-1267-2007, 2007. a
Lal, R.: Soil Erosion Impact on Agronomic Productivity and Environment Quality, CRC Cr. Rev. Plant Sci., 17, 319–464, https://doi.org/10.1080/07352689891304249, 1998. a, b
Lal, R.: Soil Degradation by Erosion, Land Degrad. Dev., 12, 519–539, https://doi.org/10.1002/ldr.472, 2001. a
Lal, R.: Accelerated Soil Erosion as a Source of Atmospheric CO2, Soil Till. Res., 188, 35–40, https://doi.org/10.1016/j.still.2018.02.001, 2019. a
Lamb, A. L., Wilson, G. P., and Leng, M. J.: A Review of Coastal Palaeoclimate and Relative Sea-Level Reconstructions Using δ13C and
Latorre, B., Lizaga, I., Gaspar, L., and Navas, A.: A Novel Method for Analysing Consistency and Unravelling Multiple Solutions in Sediment Fingerprinting, Sci. Total Environ., 789, 147804, https://doi.org/10.1016/j.scitotenv.2021.147804, 2021. a
Li, Z. and Fang, H.: Impacts of Climate Change on Water Erosion: A Review, Earth-Sci. Rev., 163, 94–117, https://doi.org/10.1016/j.earscirev.2016.10.004, 2016. a
Lizaga, I., Gaspar, L., Blake, W. H., Latorre, B., and Navas, A.: Fingerprinting Changes of Source Apportionments from Mixed Land Uses in Stream Sediments before and after an Exceptional Rainstorm Event, Geomorphology, 341, 216–229, https://doi.org/10.1016/j.geomorph.2019.05.015, 2019. a
Lizaga, I., Latorre, B., Gaspar, L., and Navas, A.: fingerPro: Sediment Source Fingerprinting, Github [code], https://github.com/eead-csic-eesa/fingerPro (last access: 9 February 2024), 2022. a
Loughran, R., Campbell, B., and Walling, D.: Soil Erosion and Sedimentation Indicated by Caesium 137: Jackmoor Brook Catchment, Devon, England, Catena, 14, 201–212, https://doi.org/10.1016/S0341-8162(87)80018-8, 1987. a, b
Martínez-Carreras, N., Krein, A., Udelhoven, T., Gallart, F., Iffly, J. F., Hoffmann, L., Pfister, L., and Walling, D. E.: A Rapid Spectral-Reflectance-Based Fingerprinting Approach for Documenting Suspended Sediment Sources during Storm Runoff Events, J. Soils Sediments, 10, 400–413, https://doi.org/10.1007/s11368-009-0162-1, 2010. a, b, c
Matheson, J. E. and Winkler, R. L.: Scoring Rules for Continuous Probability Distributions, Manage. Sci., 22, 1087–1096, https://doi.org/10.1287/mnsc.22.10.1087, 1976. a, b
Meybeck, M. and Helmer, R.: The Quality of Rivers: From Pristine Stage to Global Pollution, Palaeogeogr. Palaeocl., 75, 283–309, https://doi.org/10.1016/0031-0182(89)90191-0, 1989. a, b, c
Minella, J. P., Walling, D. E., and Merten, G. H.: Combining Sediment Source Tracing Techniques with Traditional Monitoring to Assess the Impact of Improved Land Management on Catchment Sediment Yields, J. Hydrology, 348, 546–563, https://doi.org/10.1016/j.jhydrol.2007.10.026, 2008. a
Mingus, K. A., Liang, X., Massoudieh, A., and Jaisi, D. P.: Stable Isotopes and Bayesian Modeling Methods of Tracking Sources and Differentiating Bioavailable and Recalcitrant Phosphorus Pools in Suspended Particulate Matter, Environ. Sci. Technol., 53, 69–76, https://doi.org/10.1021/acs.est.8b05057, 2019. a
Konica Minolta: QCM-S100w SpectraMagic NX, Konica Minolta [software], https://www.konicaminolta.com/instruments/download/software/color/smnx/ (last access: 9 February 2024), 2022. a
Montgomery, D. R.: Soil Erosion and Agricultural Sustainability, P. Natl. Acad. Sci. USA, 104, 13268–13272, https://doi.org/10.1073/pnas.0611508104, 2007. a
Mukundan, R., Radcliffe, D. E., Ritchie, J. C., Risse, L. M., and McKinley, R. A.: Sediment Fingerprinting to Determine the Source of Suspended Sediment in a Southern Piedmont Stream, J. Environ. Qual., 39, 1328–1337, https://doi.org/10.2134/jeq2009.0405, 2010. a
Mukundan, R., Walling, D. E., Gellis, A. C., Slattery, M. C., and Radcliffe, D. E.: Sediment Source Fingerprinting: Transforming From a Research Tool to a Management Tool, JAWRA J. Am. Water Resour. As., 48, 1241–1257, https://doi.org/10.1111/j.1752-1688.2012.00685.x, 2012. a
Nakao, A., Ogasawara, S., Sano, O., Ito, T., and Yanai, J.: Radiocesium Sorption in Relation to Clay Mineralogy of Paddy Soils in Fukushima, Japan, Sci. Total Environ., 468–469, 523–529, https://doi.org/10.1016/j.scitotenv.2013.08.062, 2014. a
NARO: Comprehensive soil map of agricultural land at 1 : 50,000 scale (Prefecture and National), National agriculture and Food Research Organization [data set], https://soil-inventory.rad.naro.go.jp/download5.html (last access: 9 February 2024), 2011. a
Nosrati, K., Govers, G., Semmens, B. X., and Ward, E. J.: A Mixing Model to Incorporate Uncertainty in Sediment Fingerprinting, Geoderma, 217–218, 173–180, https://doi.org/10.1016/j.geoderma.2013.12.002, 2014. a
Nosrati, K., Mohammadi-Raigani, Z., Haddadchi, A., and Collins, A. L.: Elucidating Intra-Storm Variations in Suspended Sediment Sources Using a Bayesian Fingerprinting Approach, J. Hydrol., 596, 126115, https://doi.org/10.1016/j.jhydrol.2021.126115, 2021. a, b
Obara, H., Ohkura, T., Takata, Y., Kohyama, K., Maejima, Y., and Hamazaki, T.: Comprehensive soil classification system of Japan first approximation, Nogyo Kankyo Gijutsu Kenkyusho Hokoku [Bulletin of National Institute for Agro-Environmental Sciences], 3–73, 2011. a
Obara, H., Maejima, Y., Kohyama, K., Ohkura, T., and Takata, Y.: Outline of the Comprehensive Soil Classification System of Japan – First Approximation, JARQ-Jpn. Agr. Res. Q., 49, 217–226, https://doi.org/10.6090/jarq.49.217, 2015. a
OCC: Soil Is a Non-Renewable Resource, Tech. rep., Food and Agriculture Organization of the United Nations, 2015. a
Olson, K. R., Al-Kaisi, M., Lal, R., and Cihacek, L.: Impact of Soil Erosion on Soil Organic Carbon Stocks, J. Soil Water Conserv., 71, 61A–67A, https://doi.org/10.2489/jswc.71.3.61A, 2016. a
Owens, P., Blake, W., Gaspar, L., Gateuille, D., Koiter, A., Lobb, D., Petticrew, E., Reiffarth, D., Smith, H., and Woodward, J.: Fingerprinting and Tracing the Sources of Soils and Sediments: Earth and Ocean Science, Geoarchaeological, Forensic, and Human Health Applications, Earth-Sci. Rev., 162, 1–23, https://doi.org/10.1016/j.earscirev.2016.08.012, 2016. a
Palazón, L., Latorre, B., Gaspar, L., Blake, W. H., Smith, H. G., and Navas, A.: Comparing Catchment Sediment Fingerprinting Procedures Using an Auto-Evaluation Approach with Virtual Sample Mixtures, Sci. Total Environ., 532, 456–466, https://doi.org/10.1016/j.scitotenv.2015.05.003, 2015. a, b, c, d
Pennock, D.: Soil Erosion: The Greatest Challenge for Sustainable Soil Management, Food and Agriculture Organization of the United Nations, ISBN 978-92-5-131426-5, 2019. a
Phillips, I. R. and Greenway, M.: Changes in Water-soluble and Exchangeable Ions, Cation Exchange Capacity, and Phosphorusmax in Soils under Alternating Waterlogged and Drying Conditions, Commun. Soil Sci. Plan., 29, 51–65, https://doi.org/10.1080/00103629809369928, 1998. a, b, c
Pimentel, D.: Soil Erosion: A Food and Environmental Threat, Environ. Dev. Sustain., 8, 119–137, https://doi.org/10.1007/s10668-005-1262-8, 2006. a
Pimstein, A., Notesco, G., and Ben-Dor, E.: Performance of Three Identical Spectrometers in Retrieving Soil Reflectance under Laboratory Conditions, Soil Sci. Soc. Am. J., 75, 746–759, https://doi.org/10.2136/sssaj2010.0174, 2011. a
Poesen, J.: Soil Erosion in the Anthropocene: Research Needs: Soil Erosion in the Anthropocene, Earth Surf. Proc. Land., 43, 64–84, https://doi.org/10.1002/esp.4250, 2018. a
QGIS Development Team: QGIS Geographic Information System, Open Source Geospatial Foundation [software], ver. 3.26.0-Buenos Aires, https://www.qgis.org/fr/site/ (last access: 9 February 2024), 2022. a
RStudio Team: RStudio: Integrated Development Environment for R, RStudio [software], ver. 2022.7.1.554, http://www.rstudio.com/ (last access: 9 February 2024), 2022. a
R Team: A Language and Environment for Statistical Computing, R Foundation for Statistical Computing, [software], ver. 4.1.2, https://www.R-project.org/ (last access: 9 February 2024), 2021. a
Russi, T., Packard, A., Feeley, R., and Frenklach, M.: Sensitivity Analysis of Uncertainty in Model Prediction, J. Phys. Chem. A, 112, 2579–2588, https://doi.org/10.1021/jp076861c, 2008. a
Saito, T., Makino, H., and Tanaka, S.: Geochemical and Grain-Size Distribution of Radioactive and Stable Cesium in Fukushima Soils: Implications for Their Long-Term Behavior, J. Environ. Radioactiv., 138, 11–18, https://doi.org/10.1016/j.jenvrad.2014.07.025, 2014. a
Sawhney, B. L.: Selective Sorption and Fixation of Cations by Clay Minerals: A Review, Clay. Clay Miner., 20, 93–100, https://doi.org/10.1346/CCMN.1972.0200208, 1972. a, b
Scheinost, A. C., Chavernas, A., Barrón, V., and Torrent, J.: Use and Limitations of Second-Derivative Diffuse Reflectance Spectroscopy in the Visible to Near-Infrared Range to Identify and Quantify Fe Oxide Minerals in Soils, Clay. Clay Miner., 46, 528–536, https://doi.org/10.1346/CCMN.1998.0460506, 1998. a
Sellier, V., Navratil, O., Laceby, J. P., Allenbach, M., Lefèvre, I., and Evrard, O.: Investigating the Use of Fallout and Geogenic Radionuclides as Potential Tracing Properties to Quantify the Sources of Suspended Sediment in a Mining Catchment in New Caledonia, South Pacific, J. Soils Sediments, 20, 1112–1128, https://doi.org/10.1007/s11368-019-02447-8, 2020. a, b, c
Sellier, V., Navratil, O., Laceby, J. P., Legout, C., Foucher, A., Allenbach, M., Lefèvre, I., and Evrard, O.: Combining colour parameters and geochemical tracers to improve sediment source discrimination in a mining catchment (New Caledonia, South Pacific Islands), SOIL, 7, 743–766, https://doi.org/10.5194/soil-7-743-2021, 2021. a, b
Sherriff, S. C., Franks, S. W., Rowan, J. S., Fenton, O., and Ó'hUallacháin, D.: Uncertainty-Based Assessment of Tracer Selection, Tracer Non-Conservativeness and Multiple Solutions in Sediment Fingerprinting Using Synthetic and Field Data, J. Soils Sediments, 15, 2101–2116, https://doi.org/10.1007/s11368-015-1123-5, 2015. a, b, c, d, e, f
Small, I. F., Rowan, J. S., and Franks, S. W.: Quantitative Sediment Fingerprinting Using a Bayesian Uncertainty Estimation Framework, Function and Management Implications of Fluvial Sedimentary System, International Association of Hydrological Sciences, Publication, 276, 443–450, 2002. a
Small, I. F., Rowan, J. S., Franks, S. W., Wyatt, A., and Duck, R. W.: Bayesian Sediment Fingerprinting Provides a Robust Tool for Environmental Forensic Geoscience Applications, Geol. Soc. Lond. Spec. Publ., 232, 207–213, https://doi.org/10.1144/GSL.SP.2004.232.01.19, 2004. a
Smith, H. G. and Blake, W. H.: Sediment Fingerprinting in Agricultural Catchments: A Critical Re-Examination of Source Discrimination and Data Corrections, Geomorphology, 204, 177–191, https://doi.org/10.1016/j.geomorph.2013.08.003, 2014. a, b
Smith, H. G., Karam, D. S., and Lennard, A. T.: Evaluating Tracer Selection for Catchment Sediment Fingerprinting, J. Soils Sediments, 18, 3005–3019, https://doi.org/10.1007/s11368-018-1990-7, 2018. a, b, c, d
Soriano-Disla, J. M., Janik, L. J., Viscarra Rossel, R. A., Macdonald, L. M., and McLaughlin, M. J.: The Performance of Visible, Near-, and Mid-Infrared Reflectance Spectroscopy for Prediction of Soil Physical, Chemical, and Biological Properties, Appl. Spectrosc. Rev., 49, 139–186, https://doi.org/10.1080/05704928.2013.811081, 2014. a
Stevens, A. and Ramirez-Lopez, L.: An Introduction to the Prospectr Package, CRAN [code], https://cran.r-project.org/web/packages/prospectr/vignettes/prospectr.html (last access: 9 February 2024), 2022. a
Stock, B. C., Semmens, B. X., Ward, E. J., Parnell, A. C., and Phillips, D. L.: MixSIAR: Bayesian Mixing Models in R, Zenodo [code], https://doi.org/10.5281/zenodo.1209993, 2020. a
Stock, B. C., Semmens, B. X., Ward, E. J., Parnell, A. C., and Phillips, D. L.: JAGS: Bayesian Mixing Models in R, Zenodo [code], https://doi.org/10.5281/zenodo.1209993, 2022. a
Summers, D., Lewis, M., Ostendorf, B., and Chittleborough, D.: Visible Near-Infrared Reflectance Spectroscopy as a Predictive Indicator of Soil Properties, Ecol. Indic., 11, 123–131, https://doi.org/10.1016/j.ecolind.2009.05.001, 2011. a, b
Terashima, S., Imai, N., Taniguchi, M., Okai, T., and Nishimura, A.: The Preparation and Preliminary Characterisation of Four New Geological Survey of Japan Geochemical Reference Materials: Soils, JSO-1 and JSO-2; and Marine Sediments, JMS-1 and JMS-2, Geostand. Newslett., 26, 85–94, https://doi.org/10.1111/j.1751-908X.2002.tb00626.x, 2002. a
Tiecher, T., Caner, L., Minella, J. P. G., and dos Santos, D. R.: Combining Visible-Based-Color Parameters and Geochemical Tracers to Improve Sediment Source Discrimination and Apportionment, Sci. Total Environ., 527–528, 135–149, https://doi.org/10.1016/j.scitotenv.2015.04.103, 2015. a, b, c
Tiecher, T., Moura-Bueno, J. M., Caner, L., Minella, J. P., Evrard, O., Ramon, R., Naibo, G., Barros, C. A., Silva, Y. J., Amorim, F. F., and Rheinheimer, D. S.: Improving the Quantification of Sediment Source Contributions Using Different Mathematical Models and Spectral Preprocessing Techniques for Individual or Combined Spectra of Ultraviolet–Visible, near- and Middle-Infrared Spectroscopy, Geoderma, 384, 114815, https://doi.org/10.1016/j.geoderma.2020.114815, 2021. a
Torrent, J., Liu, Q., Bloemendal, J., and Barrón, V.: Magnetic Enhancement and Iron Oxides in the Upper Luochuan Loess-Paleosol Sequence, Chinese Loess Plateau, Soil Sci. Soc. Am. J., 71, 1570–1578, https://doi.org/10.2136/sssaj2006.0328, 2007. a
Vale, S., Swales, A., Smith, H. G., Olsen, G., and Woodward, B.: Impacts of Tracer Type, Tracer Selection, and Source Dominance on Source Apportionment with Sediment Fingerprinting, Sci. Total Environ., 831, 154832, https://doi.org/10.1016/j.scitotenv.2022.154832, 2022. a
Viparelli, E., Wesley Lauer, J., Belmont, P., and Parker, G.: A Numerical Model to Develop Long-Term Sediment Budgets Using Isotopic Sediment Fingerprints, Comput. Geosci., 53, 114–122, https://doi.org/10.1016/j.cageo.2011.10.003, 2013. a
Viscarra Rossel, R., Minasny, B., Roudier, P., and McBratney, A.: Colour Space Models for Soil Science, Geoderma, 133, 320–337, https://doi.org/10.1016/j.geoderma.2005.07.017, 2006. a
Wadoux, A. M. J.-C., Malone, B. P., Minasny, B., Fajardo, M., and McBratney, A. B.: Soil Spectral Inference with R: Analysing Digital Soil Spectra Using the R Programming Environment, Progress in Soil Science, Springer Cham, Springer Nature, https://doi.org/10.1007/978-3-030-64896-1, 2021. a
Walden, J., Slattery, M., and Burt, T.: Use of Mineral Magnetic Measurements to Fingerprint Suspended Sediment Sources: Approaches and Techniques for Data Analysis, J. Hydrol., 202, 353–372, https://doi.org/10.1016/S0022-1694(97)00078-4, 1997. a
Wall, G. J. and Wilding, L. P.: Mineralogy and Related Parameters of Fluvial Suspended Sediments in Northwestern Ohio, J. Environ. Qual., 5, 168–173, https://doi.org/10.2134/jeq1976.00472425000500020012x, 1976. a, b
Walling, D. E. and Woodward, J.: Use of Radiometric Fingerprints to Derive Information on Suspended Sediment Sources, Erosion and sediment transport monitoring programmes in river basins, August 1992, Proceedings of the Oslo Symposium, 210, 153–164, 1992. a
Walling, D. E., Owens, P. N., Waterfall, B. D., Leeks, G. J., and Wass, P. D.: The Particle Size Characteristics of Fluvial Suspended Sediment in the Humber and Tweed Catchments, UK, Sci. Total Environ., 251–252, 205–222, https://doi.org/10.1016/S0048-9697(00)00384-3, 2000. a
Wei, P., Lu, Z., and Song, J.: Variable Importance Analysis: A Comprehensive Review, Reliab. Eng. Syst. Safe., 142, 399–432, https://doi.org/10.1016/j.ress.2015.05.018, 2015. a
Weihs, C., Ligges, U., Luebke, K., Raabe, N., Szepannek, G., Zentgraf, M., and Meyer, D.: klaR Analyzing German Business Cycles, Fakultät Statistik der TU Dortmund [code], ver. 1.7-2, https://statistik.tu-dortmund.de/ (last access: 9 February 2024), 2023. a
Whitaker, A. C., Chapasa, S. N., Sagras, C., Theogene, U., Veremu, R., and Sugiyama, H.: Estimation of Baseflow Recession Constant and Regression of Low Flow Indices in Eastern Japan, Hydrolog. Sci. J., 67, 191–204, https://doi.org/10.1080/02626667.2021.2003368, 2022. a
Wilkinson, S. N., Hancock, G. J., Bartley, R., Hawdon, A. A., and Keen, R. J.: Using Sediment Tracing to Assess Processes and Spatial Patterns of Erosion in Grazed Rangelands, Burdekin River Basin, Australia, Agr. Ecosyst. Environ., 180, 90–102, https://doi.org/10.1016/j.agee.2012.02.002, 2013. a, b, c, d, e
Williamson, T. N., Fitzpatrick, F. A., and Kreiling, R. M.: Building a Library of Source Samples for Sediment Fingerprinting – Potential and Proof of Concept, J. Environ. Manage., 333, 117254, https://doi.org/10.1016/j.jenvman.2023.117254, 2023. a
Xu, Z., Belmont, P., Brahney, J., and Gellis, A. C.: Sediment Source Fingerprinting as an Aid to Large-Scale Landscape Conservation and Restoration: A Review for the Mississippi River Basin, J. Environ. Manage., 324, 116260, https://doi.org/10.1016/j.jenvman.2022.116260, 2022. a, b
Short summary
Sediment source fingerprinting is a relevant tool to support soil conservation and watershed management in the context of accelerated soil erosion. To quantify sediment source contribution, it requires the selection of relevant tracers. We compared the three-step method and the consensus method and found very contrasted trends. The divergences between virtual mixtures and sample prediction ranges highlight that virtual mixture statistics are not directly transferable to actual samples.
Sediment source fingerprinting is a relevant tool to support soil conservation and watershed...
