C. A. Alvares, J. L. Stape, P. C. Sentelhas, J. L. De-moraes-gonçalves, and G. Sparovek, Köppen's climate classification map for Brazil, Meteorologische Zeitschrift, vol.22, issue.6, pp.711-728, 2013.

C. A. Alvares, J. L. Stape, P. C. Sentelhas, J. L. De-moraes-gonçalves, and G. Sparovek, Köppen's climate classification map for Brazil, Meteorologische Zeitschrift, vol.22, issue.6, pp.711-728, 2013.

T. Angelopoulou, A. Balafoutis, G. Zalidis, and D. Bochtis, From Laboratory to Proximal Sensing Spectroscopy for Soil Organic Carbon Estimation?A Review, Sustainability, vol.12, issue.2, p.443, 2020.

T. Angelopoulou, A. Balafoutis, G. Zalidis, and D. Bochtis, From Laboratory to Proximal Sensing Spectroscopy for Soil Organic Carbon Estimation?A Review, Sustainability, vol.12, issue.2, p.443, 2020.

T. Angelopoulou, A. Balafoutis, G. Zalidis, and D. Bochtis, From Laboratory to Proximal Sensing Spectroscopy for Soil Organic Carbon Estimation?A Review, Sustainability, vol.12, issue.2, p.443, 2020.

S. R. Araújo, J. Wetterlind, J. A. Demattê, and B. Stenberg, Improving the prediction performance of a large tropical vis-NIR spectroscopic soil library from Brazil by clustering into smaller subsets or use of data mining calibration techniques, European Journal of Soil Science, vol.65, issue.5, pp.718-729, 2014.

M. Batistelli, A. R. Martínez-bilesio, and A. G. García-reiriz, Development of a fast and inexpensive method for detecting the main sediment sources in a river basin, Microchemical Journal, vol.142, pp.208-218, 2018.

V. Bellon-maurel and A. Mcbratney, Near-infrared (NIR) and mid-infrared (MIR) spectroscopic techniques for assessing the amount of carbon stock in soils ? Critical review and research perspectives, Soil Biology and Biochemistry, vol.43, issue.7, pp.1398-1410, 2011.
URL : https://hal.archives-ouvertes.fr/hal-02595382

E. Ben-dor, The reflectance spectra of organic matter in the visible near-infrared and short wave infrared region (400?2500 nm) during a controlled decomposition process, Remote Sensing of Environment, vol.61, issue.1, pp.1-15, 1997.

. Sens and . Environ, , vol.61, pp.120-124

M. Boudreault, A. J. Koiter, D. A. Lobb, K. Liu, G. Benoy et al., Using colour, shape and radionuclide fingerprints to identify sources of sediment in an agricultural watershed in Atlantic Canada, Canadian Water Resources Journal / Revue canadienne des ressources hydriques, vol.43, issue.3, pp.347-365, 2018.

M. Boudreault, A. J. Koiter, D. A. Lobb, K. Liu, G. Benoy et al., Using colour, shape and radionuclide fingerprints to identify sources of sediment in an agricultural watershed in Atlantic Canada, Canadian Water Resources Journal / Revue canadienne des ressources hydriques, vol.43, issue.3, pp.347-365, 2018.

A. Brosinsky, S. Foerster, K. Segl, and H. Kaufmann, Spectral fingerprinting: sediment source discrimination and contribution modelling of artificial mixtures based on VNIR-SWIR spectral properties, Journal of Soils and Sediments, vol.14, issue.12, pp.1949-1964, 2014.

A. Brosinsky, S. Foerster, K. Segl, J. A. López-tarazón, G. Piqué et al., Spectral fingerprinting: characterizing suspended sediment sources by the use of VNIR-SWIR spectral information, Journal of Soils and Sediments, vol.14, issue.12, pp.1965-1981, 2014.

H. Buddenbaum and M. Steffens, The Effects of Spectral Pretreatments on Chemometric Analyses of Soil Profiles Using Laboratory Imaging Spectroscopy, Applied and Environmental Soil Science, vol.2012, pp.1-12, 2012.

S. Chapkanski, D. Ertlen, C. Rambeau, and L. Schmitt, Provenance discrimination of fine sediments by mid?infrared spectroscopy: Calibration and application to fluvial palaeo?environmental reconstruction, Sedimentology, vol.67, issue.2, pp.1114-1134, 2019.
URL : https://hal.archives-ouvertes.fr/halshs-02401306

A. L. Collins and D. E. Walling, Selecting fingerprint properties for discriminating potential suspended sediment sources in river basins, Journal of Hydrology, vol.261, issue.1-4, pp.218-244, 2002.

, , pp.11-13

A. L. Collins, L. J. Williams, Y. S. Zhang, M. Marius, J. A. Dungait et al., Catchment source contributions to the sediment-bound organic matter degrading salmonid spawning gravels in a lowland river, southern England, Science of The Total Environment, vol.456-457, pp.181-195, 2013.

A. Stringfellow, D. A. Sear, J. I. Jones, and P. S. Naden, Sources of sediment-bound organic 715 matter infiltrating spawning gravels during the incubation and emergence life stages of 716 salmonids, Agric. Ecosyst. Environ, vol.196, pp.76-93, 2014.

A. L. Collins, L. J. Williams, Y. S. Zhang, M. Marius, J. A. Dungait et al., Catchment source contributions to the sediment-bound organic matter degrading salmonid spawning gravels in a lowland river, southern England, Science of The Total Environment, vol.456-457, pp.181-195, 2013.

A. Stringfellow, D. A. Sear, J. I. Jones, and P. S. Naden, Catchment source contributions to 719 the sediment-bound organic matter degrading salmonid spawning gravels in a lowland river, 720 southern England, Sci. Total Environ, pp.181-195, 2013.

A. L. Collins, L. J. Williams, Y. S. Zhang, M. Marius, J. A. Dungait et al., Catchment source contributions to the sediment-bound organic matter degrading salmonid spawning gravels in a lowland river, southern England, Science of The Total Environment, vol.456-457, pp.181-195, 2013.

J. R. Comino, C. Brings, T. Lassu, T. Iserloh, J. M. Senciales et al., , p.723

M. Seeger and J. B. Ries, Rainfall and human activity impacts on soil losses and rill erosion 724 in vineyards, Solid Earth, vol.6, pp.823-837, 2015.

R. J. Cooper, B. G. Rawlins, B. Lézé, T. Krueger, and K. M. Hiscock, Combining two filter paper-based analytical methods to monitor temporal variations in the geochemical properties of fluvial suspended particulate matter, Hydrological Processes, vol.28, issue.13, pp.4042-4056, 2013.

C. M. Davis and J. F. Fox, Sediment Fingerprinting: Review of the Method and Future Improvements for Allocating Nonpoint Source Pollution, Journal of Environmental Engineering, vol.135, issue.7, pp.490-504, 2009.

E. J. Didoné, J. P. Minella, and G. H. Merten, Quantifying soil erosion and sediment yield in a catchment in southern Brazil and implications for land conservation, Journal of Soils and Sediments, vol.15, issue.11, pp.2334-2346, 2015.

R. J. Dodd, R. W. Mcdowell, and L. M. Condron, Is tillage an effective method to decrease phosphorus loss from phosphorus enriched pastoral soils?, Soil and Tillage Research, vol.135, pp.1-8, 2014.

R. J. Dodd, R. W. Mcdowell, and L. M. Condron, Is tillage an effective method to decrease phosphorus loss from phosphorus enriched pastoral soils?, Soil and Tillage Research, vol.135, pp.1-8, 2014.

R. J. Dodd and A. N. Sharpley, Recognizing the role of soil organic phosphorus in soil fertility and water quality, Resources, Conservation and Recycling, vol.105, pp.282-293, 2015.

A. C. Dotto, R. S. Dalmolin, S. Grunwald, A. Ten-caten, and W. Pereira-filho, Two preprocessing techniques to reduce model covariables in soil property predictions by Vis-NIR spectroscopy, Soil and Tillage Research, vol.172, pp.59-68, 2017.

A. C. Dotto, R. S. Dalmolin, A. Ten-caten, and S. Grunwald, A systematic study on the application of scatter-corrective and spectral-derivative preprocessing for multivariate prediction of soil organic carbon by Vis-NIR spectra, Geoderma, vol.314, pp.262-274, 2018.

A. C. Dotto, R. S. Dalmolin, A. Ten-caten, and S. Grunwald, A systematic study on the application of scatter-corrective and spectral-derivative preprocessing for multivariate prediction of soil organic carbon by Vis-NIR spectra, Geoderma, vol.314, pp.262-274, 2018.

O. Evrard, J. Poulenard, J. Némery, S. Ayrault, N. Gratiot et al., Tracing sediment sources in a tropical highland catchment of central Mexico by using conventional and alternative fingerprinting methods, Hydrological Processes, vol.27, issue.6, pp.911-922, 2012.

L. S. Galvao and I. Vitorello, Role of organic matter in obliterating the effects of iron on spectral reflectance and colour of Brazilian tropical soils, International Journal of Remote Sensing, vol.19, issue.10, pp.1969-1979, 1998.

L. S. Galvao and I. Vitorello, Role of organic matter in obliterating the effects of iron on spectral reflectance and colour of Brazilian tropical soils, International Journal of Remote Sensing, vol.19, issue.10, pp.1969-1979, 1998.

A. Haddadchi, D. S. Ryder, O. Evrard, and J. Olley, Sediment fingerprinting in fluvial systems: review of tracers, sediment sources and mixing models, International Journal of Sediment Research, vol.28, issue.4, pp.560-578, 2013.
URL : https://hal.archives-ouvertes.fr/cea-02615645

, , pp.60013-60018

, Classification of Soils: World Reference Base (WRB) for Soil Resources

L. Krogh and M. H. Greve, Evaluation of World Reference Base for Soil Resources and FAO Soil Map of the World using nationwide grid soil data from Denmark, Soil Use and Management, vol.15, issue.3, pp.157-166, 2006.

O. Ivanciuc, Applications of Support Vector Machines in Chemistry, Reviews in Computational Chemistry, pp.291-400, 2007.

O. Ivanciuc, Applications of Support Vector Machines in Chemistry, Reviews in Computational Chemistry, pp.291-400, 2007.

O. Ivanciuc, Applications of Support Vector Machines in Chemistry, Reviews in Computational Chemistry, pp.291-400, 2007.

N. M. Knox, S. Grunwald, M. L. Mcdowell, G. L. Bruland, D. B. Myers et al., Modelling soil carbon fractions with visible near-infrared (VNIR) and mid-infrared (MIR) spectroscopy, Geoderma, vol.239-240, pp.229-239, 2015.

N. M. Knox, S. Grunwald, M. L. Mcdowell, G. L. Bruland, D. B. Myers et al., Modelling soil carbon fractions with visible near-infrared (VNIR) and mid-infrared (MIR) spectroscopy, Geoderma, vol.239-240, pp.229-239, 2015.

A. J. Koiter, P. N. Owens, E. L. Petticrew, and D. A. Lobb, The behavioural characteristics of sediment properties and their implications for sediment fingerprinting as an approach for identifying sediment sources in river basins, Earth-Science Reviews, vol.125, pp.24-42, 2013.

C. Liu, Z. Li, A. A. Berhe, G. Zeng, H. Xiao et al., Chemical characterization and source identification of organic matter in eroded sediments: Role of land use and erosion intensity, Chemical Geology, vol.506, pp.97-112, 2019.

C. Liu, Z. Li, A. A. Berhe, G. Zeng, H. Xiao et al., Chemical characterization and source identification of organic matter in eroded sediments: Role of land use and erosion intensity, Chemical Geology, vol.506, pp.97-112, 2019.

K. Liu, D. A. Lobb, J. Miller, P. Owens, and M. Caron, Determining sources of fine-grained 788 sediment for a reach of the Lower Little Bow River, Alberta, using a colour-based sediment 789 fingerprinting approach, Can. J. Soil Sci, vol.98, 2017.

F. Lucà, M. Conforti, A. Castrignanò, G. Matteucci, and G. Buttafuoco, Effect of calibration set size on prediction at local scale of soil carbon by Vis-NIR spectroscopy, Geoderma, vol.288, pp.175-183, 2017.

M. Magnusson, K. Heimann, M. Ridd, and A. P. Negri, Pesticide contamination and phytotoxicity of sediment interstitial water to tropical benthic microalgae, Water Research, vol.47, issue.14, pp.5211-5221, 2013.

M. Magnusson, K. Heimann, M. Ridd, and A. P. Negri, Pesticide contamination and phytotoxicity of sediment interstitial water to tropical benthic microalgae, Water Research, vol.47, issue.14, pp.5211-5221, 2013.

N. Martínez-carreras, A. Krein, F. Gallart, J. F. Iffly, L. Pfister et al., Assessment of different colour parameters for discriminating potential suspended sediment sources and provenance: A multi-scale study in Luxembourg, Geomorphology, vol.118, issue.1-2, pp.118-129, 2010.

N. Martínez-carreras, A. Krein, F. Gallart, J. F. Iffly, L. Pfister et al., Assessment of different colour parameters for discriminating potential suspended sediment sources and provenance: A multi-scale study in Luxembourg, Geomorphology, vol.118, issue.1-2, pp.118-129, 2010.

N. Martínez-carreras, A. Krein, F. Gallart, J. F. Iffly, L. Pfister et al., Assessment of different colour parameters for discriminating potential suspended sediment sources and provenance: A multi-scale study in Luxembourg, Geomorphology, vol.118, issue.1-2, pp.118-129, 2010.

N. Martínez-carreras, T. Udelhoven, A. Krein, F. Gallart, J. F. Iffly et al., The use of sediment colour measured by diffuse reflectance spectrometry to determine sediment sources: Application to the Attert River catchment (Luxembourg), Journal of Hydrology, vol.382, issue.1-4, pp.49-63, 2010.

A. B. Mcbratney, B. Minasny, and R. Viscarra-rossel, Spectral soil analysis and inference systems: A powerful combination for solving the soil data crisis, Geoderma, vol.136, issue.1-2, pp.272-278, 2006.

A. B. Mcbratney, B. Minasny, and R. Viscarra-rossel, Spectral soil analysis and inference systems: A powerful combination for solving the soil data crisis, Geoderma, vol.136, issue.1-2, pp.272-278, 2006.

G. H. Merten, A. G. Araújo, R. C. Biscaia, G. M. Barbosa, and O. Conte, No-till surface runoff and soil losses in southern Brazil, Soil and Tillage Research, vol.152, pp.85-93, 2015.

G. H. Merten, A. G. Araújo, R. C. Biscaia, G. M. Barbosa, and O. Conte, No-till surface runoff and soil losses in southern Brazil, Soil and Tillage Research, vol.152, pp.85-93, 2015.

B. Mevik and R. Wehrens, TheplsPackage: Principal Component and Partial Least Squares Regression inR, Journal of Statistical Software, vol.18, issue.2, 2007.

, Cran, Jules Ernest Joseph, Regression. Packag. R CRAN, 2011.

D. Meyer, F. Leisch, T. Hothorn, and K. Hornik, StatDataML: An XML Format for Statistical Data, Computational Statistics, vol.19, issue.3, pp.493-509, 2004.

M. Jochimsen, The Development of Pioneer ? Communities on Raw Soil above Alpine Timberline (Abridged Version), Verhandlungen der Gesellschaft für Ökologie Wien 1975, vol.1, pp.61-63, 1976.

J. P. Minella, D. E. Walling, and G. H. Merten, Establishing a sediment budget for a small agricultural catchment in southern Brazil, to support the development of effective sediment management strategies, Journal of Hydrology, vol.519, pp.2189-2201, 2014.

J. P. Minella, D. E. Walling, and G. H. Merten, Establishing a sediment budget for a small agricultural catchment in southern Brazil, to support the development of effective sediment management strategies, Journal of Hydrology, vol.519, pp.2189-2201, 2014.

J. M. Moura-bueno, R. S. Dalmolin, A. Ten-caten, A. C. Dotto, and J. A. Demattê, Stratification of a local VIS-NIR-SWIR spectral library by homogeneity criteria yields more accurate soil organic carbon predictions, Geoderma, vol.337, pp.565-581, 2019.

J. M. Moura-bueno, R. S. Dalmolin, A. Ten-caten, A. C. Dotto, and J. A. Demattê, Stratification of a local VIS-NIR-SWIR spectral library by homogeneity criteria yields more accurate soil organic carbon predictions, Geoderma, vol.337, pp.565-581, 2019.

J. M. Moura-bueno, R. S. Dalmolin, A. Ten-caten, A. C. Dotto, and J. A. Demattê, Stratification of a local VIS-NIR-SWIR spectral library by homogeneity criteria yields more accurate soil organic carbon predictions, Geoderma, vol.337, pp.565-581, 2019.

L. S. Ni, N. F. Fang, Z. H. Shi, and W. F. Tan, Mid-infrared spectroscopy tracing of channel erosion in highly erosive catchments on the Chinese Loess Plateau, Science of The Total Environment, vol.687, pp.309-318, 2019.

K. Nosrati, M. Akbari-mahdiabad, S. Ayoubi, E. Degos, A. Koubansky et al., Storm dust source fingerprinting for different particle size fractions using colour and magnetic susceptibility and a Bayesian un-mixing model, Environmental Science and Pollution Research, vol.27, issue.25, pp.31578-31594, 2020.

É. Pinheiro, M. Ceddia, C. Clingensmith, S. Grunwald, and G. Vasques, Prediction of Soil Physical and Chemical Properties by Visible and Near-Infrared Diffuse Reflectance Spectroscopy in the Central Amazon, Remote Sensing, vol.9, issue.4, p.293, 2017.

É. Pinheiro, M. Ceddia, C. Clingensmith, S. Grunwald, and G. Vasques, Prediction of Soil Physical and Chemical Properties by Visible and Near-Infrared Diffuse Reflectance Spectroscopy in the Central Amazon, Remote Sensing, vol.9, issue.4, p.293, 2017.

J. Poulenard, J. Dorioz, and F. Elsass, Analytical Electron-Microscopy Fractionation of Fine and Colloidal Particulate-Phosphorus in Riverbed and Suspended Sediments, Aquatic Geochemistry, vol.14, issue.3, pp.193-210, 2008.
URL : https://hal.archives-ouvertes.fr/hal-02657587

J. Poulenard, J. Dorioz, and F. Elsass, Analytical Electron-Microscopy Fractionation of Fine and Colloidal Particulate-Phosphorus in Riverbed and Suspended Sediments, Aquatic Geochemistry, vol.14, issue.3, pp.193-210, 2008.
URL : https://hal.archives-ouvertes.fr/hal-02657587

J. Poulenard, C. Legout, J. Némery, J. Bramorski, O. Navratil et al., Tracing sediment sources during floods using Diffuse Reflectance Infrared Fourier Transform Spectrometry (DRIFTS): A case study in a highly erosive mountainous catchment (Southern French Alps), Journal of Hydrology, vol.414-415, pp.452-462, 2012.
URL : https://hal.archives-ouvertes.fr/halsde-00662557

O. Evrard and M. Esteves, Tracing sediment sources during floods using Diffuse 845, 2012.

J. Poulenard, C. Legout, J. Némery, J. Bramorski, O. Navratil et al., Tracing sediment sources during floods using Diffuse Reflectance Infrared Fourier Transform Spectrometry (DRIFTS): A case study in a highly erosive mountainous catchment (Southern French Alps), Journal of Hydrology, vol.414-415, pp.452-462, 2012.
URL : https://hal.archives-ouvertes.fr/halsde-00662557

J. Poulenard, C. Legout, J. Némery, J. Bramorski, O. Navratil et al., Tracing sediment sources during floods using Diffuse Reflectance Infrared Fourier Transform Spectrometry (DRIFTS): A case study in a highly erosive mountainous catchment (Southern French Alps), Journal of Hydrology, vol.414-415, pp.452-462, 2012.
URL : https://hal.archives-ouvertes.fr/halsde-00662557

J. Poulenard, Y. Perrette, B. Fanget, P. Quetin, D. Trevisan et al., Infrared spectroscopy tracing of sediment sources in a small rural watershed (French Alps), Science of The Total Environment, vol.407, issue.8, pp.2808-2819, 2009.
URL : https://hal.archives-ouvertes.fr/halsde-00369904

. Environ, , vol.407, pp.2808-2819

S. Pulley and K. Rowntree, The use of an ordinary colour scanner to fingerprint sediment sources in the South African Karoo, Journal of Environmental Management, vol.165, pp.253-262, 2016.

S. Pulley, B. Van-der-waal, K. Rowntree, and A. L. Collins, Colour as reliable tracer to identify the sources of historically deposited flood bench sediment in the Transkei, South Africa: A comparison with mineral magnetic tracers before and after hydrogen peroxide pre-treatment, CATENA, vol.160, pp.242-251, 2018.

S. Pulley, B. Van-der-waal, K. Rowntree, and A. L. Collins, Colour as reliable tracer to identify the sources of historically deposited flood bench sediment in the Transkei, South Africa: A comparison with mineral magnetic tracers before and after hydrogen peroxide pre-treatment, CATENA, vol.160, pp.242-251, 2018.

. R-core-team, Document management Strategy markup language (StratML)

L. Ramirez-lopez, T. Behrens, K. Schmidt, A. Stevens, J. A. Demattê et al., The spectrum-based learner: A new local approach for modeling soil vis?NIR spectra of complex datasets, Geoderma, vol.195-196, issue.196, pp.268-279, 2013.

R. Ramon, Kinetic energy measurement of rainfall and defining a pluvial index to estimate 864 erosivity in Arvorezinha/RS, 2017.

J. B. Reeves, Near- versus mid-infrared diffuse reflectance spectroscopy for soil analysis emphasizing carbon and laboratory versus on-site analysis: Where are we and what needs to be done?, Geoderma, vol.158, issue.1-2, pp.3-14, 2010.

?. Rinnan, F. V. Berg, and S. B. Engelsen, Review of the most common pre-processing techniques for near-infrared spectra, TrAC Trends in Analytical Chemistry, vol.28, issue.10, pp.1201-1222, 2009.

?. Rinnan, F. V. Berg, and S. B. Engelsen, Review of the most common pre-processing techniques for near-infrared spectra, TrAC Trends in Analytical Chemistry, vol.28, issue.10, pp.1201-1222, 2009.

K. E. Seutloali and H. R. Beckedahl, Understanding the factors influencing rill erosion on roadcuts in the south eastern region of South Africa, Solid Earth, vol.6, issue.2, pp.633-641, 2015.

K. E. Seutloali and H. R. Beckedahl, Understanding the factors influencing rill erosion on roadcuts in the south eastern region of South Africa, Solid Earth, vol.6, issue.2, pp.633-641, 2015.

J. M. Soriano-disla, L. J. Janik, R. A. Viscarra-rossel, L. M. Macdonald, and M. J. Mclaughlin, The Performance of Visible, Near-, and Mid-Infrared Reflectance Spectroscopy for Prediction of Soil Physical, Chemical, and Biological Properties, Applied Spectroscopy Reviews, vol.49, issue.2, pp.139-186, 2013.

E. V. Taguas, E. Guzmán, G. Guzmán, T. Vanwalleghem, and J. A. Gómez, Characteristics and importance of rill and gully erosion: a case study in a small catchment of a marginal olive grove, Cuadernos de Investigación Geográfica, vol.41, issue.1, p.107, 2015.

T. Tiecher, L. Caner, J. P. Minella, M. A. Bender, and D. R. Santos, Tracing sediment sources 887 in a subtropical rural catchment of southern Brazil by using geochemical tracers and near-888 infrared spectroscopy, Soil Tillage Res, vol.155, pp.478-491, 2016.

,

T. Tiecher, L. Caner, J. P. Minella, O. Evrard, L. Mondamert et al., Tracing Sediment Sources Using Mid-infrared Spectroscopy in Arvorezinha Catchment, Southern Brazil, Land Degradation & Development, vol.28, issue.5, pp.1603-1614, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01940766

S. , Tracing Sediment Sources Using Mid-infrared Spectroscopy in Arvorezinha, 2017.

S. Catchment, . L. Brazil, and . Degrad, Dev, vol.28, pp.1603-1614

T. Tiecher, L. Caner, J. P. Minella, D. R. Santos, and . Dos, Combining visible-based-color 894 parameters and geochemical tracers to improve sediment source discrimination and 895 apportionment, Sci. Total Environ, pp.135-149, 2015.

T. Tiecher, L. Caner, J. P. Minella, and D. R. Santos, Combining visible-based-color parameters and geochemical tracers to improve sediment source discrimination and apportionment, Science of The Total Environment, vol.527-528, pp.135-149, 2015.
URL : https://hal.archives-ouvertes.fr/hal-01365373

T. Tiecher, R. Ramon, J. P. Laceby, O. Evrard, and J. P. Minella, Potential of phosphorus fractions to trace sediment sources in a rural catchment of Southern Brazil: Comparison with the conventional approach based on elemental geochemistry, Geoderma, vol.337, pp.1067-1076, 2019.
URL : https://hal.archives-ouvertes.fr/cea-02615743

T. Tiecher, R. Ramon, J. P. Laceby, O. Evrard, and J. P. Minella, Potential of phosphorus fractions to trace sediment sources in a rural catchment of Southern Brazil: Comparison with the conventional approach based on elemental geochemistry, Geoderma, vol.337, pp.1067-1076, 2019.
URL : https://hal.archives-ouvertes.fr/cea-02615743

M. L. Valente, J. M. Reichert, C. Legout, T. Tiecher, R. B. Cavalcante et al., Quantification of sediment source contributions in two paired catchments of the Brazilian Pampa using conventional and alternative fingerprinting approaches, Hydrological Processes, vol.34, issue.13, pp.2965-2986, 2020.
URL : https://hal.archives-ouvertes.fr/cea-02569258

O. Evrard, J. Poulenard, J. Némery, S. Ayrault, N. Gratiot et al., Tracing sediment sources in a tropical highland catchment of central Mexico by using conventional and alternative fingerprinting methods, Hydrological Processes, vol.27, issue.6, pp.911-922, 2012.

M. L. Valente, J. M. Reichert, C. Legout, T. Tiecher, R. B. Cavalcante et al., Quantification of sediment source contributions in two paired catchments of the Brazilian Pampa using conventional and alternative fingerprinting approaches, Hydrological Processes, vol.34, issue.13, pp.2965-2986, 2020.
URL : https://hal.archives-ouvertes.fr/cea-02569258

K. Varmuza and P. Filzmoser, Introduction to Multivariate Statistical Analysis in Chemometrics, 2016.

G. M. Vasques, S. Grunwald, and J. O. Sickman, Comparison of multivariate methods for inferential modeling of soil carbon using visible/near-infrared spectra, Geoderma, vol.146, issue.1-2, pp.14-25, 2008.

G. M. Vasques, S. Grunwald, and J. O. Sickman, Comparison of multivariate methods for inferential modeling of soil carbon using visible/near-infrared spectra, Geoderma, vol.146, issue.1-2, pp.14-25, 2008.

K. Vercruysse and R. C. Grabowski, Using source-specific models to test the impact of sediment source classification on sediment fingerprinting, Hydrological Processes, vol.32, issue.22, pp.3402-3415, 2018.

K. Vercruysse and R. C. Grabowski, Using source-specific models to test the impact of sediment source classification on sediment fingerprinting, Hydrological Processes, vol.32, issue.22, pp.3402-3415, 2018.

D. Verheyen, J. Diels, E. Kissi, and J. Poesen, The use of visible and near-infrared reflectance measurements for identifying the source of suspended sediment in rivers and comparison with geochemical fingerprinting, Journal of Soils and Sediments, vol.14, issue.11, pp.1869-1885, 2014.

D. Verheyen, J. Diels, E. Kissi, and J. Poesen, The use of visible and near-infrared reflectance measurements for identifying the source of suspended sediment in rivers and comparison with geochemical fingerprinting, Journal of Soils and Sediments, vol.14, issue.11, pp.1869-1885, 2014.

R. A. Viscarra-rossel and T. Behrens, Using data mining to model and interpret soil diffuse 922 reflectance spectra, Geoderma, vol.158, pp.46-54, 2010.

R. A. Viscarra-rossel, D. J. Walvoort, A. B. Mcbratney, L. J. Janik, and J. O. Skjemstad, Visible, 924 near infrared, mid infrared or combined diffuse reflectance spectroscopy for simultaneous, 2006.

M. Walesiak and A. Dudek, The Choice of Groups of Variable Normalization Methods in Multidimensional Scaling, Przegl?d Statystyczny, vol.63, issue.1, pp.7-18, 2016.

K. S. Soliman, Singapore Airlines: what it takes to sustain service excellence ? a senior management perspective, Measuring Business Excellence, vol.7, issue.2, 2003.

, Islam and Development: Policy Challenges, Economic Development and Islamic Finance, pp.325-344, 2013.

N. K. Wijewardane, Y. Ge, S. Wills, and T. Loecke, Prediction of Soil Carbon in the Conterminous United States: Visible and Near Infrared Reflectance Spectroscopy Analysis of the Rapid Carbon Assessment Project, Soil Science Society of America Journal, vol.80, issue.4, pp.973-982, 2016.

N. K. Wijewardane, Y. Ge, S. Wills, and T. Loecke, Prediction of Soil Carbon in the Conterminous United States: Visible and Near Infrared Reflectance Spectroscopy Analysis of the Rapid Carbon Assessment Project, Soil Science Society of America Journal, vol.80, issue.4, pp.973-982, 2016.

N. K. Wijewardane, Y. Ge, S. Wills, and T. Loecke, Prediction of Soil Carbon in the Conterminous United States: Visible and Near Infrared Reflectance Spectroscopy Analysis of the Rapid Carbon Assessment Project, Soil Science Society of America Journal, vol.80, issue.4, pp.973-982, 2016.

D. Yahia and E. E. Elsharkawy, Multi pesticide and PCB residues in Nile tilapia and catfish in Assiut city, Egypt, Science of The Total Environment, vol.466-467, pp.306-314, 2014.

D. Yahia and E. E. Elsharkawy, Multi pesticide and PCB residues in Nile tilapia and catfish in Assiut city, Egypt, Science of The Total Environment, vol.466-467, pp.306-314, 2014.

D. Yahia and E. E. Elsharkawy, Multi pesticide and PCB residues in Nile tilapia and catfish in Assiut city, Egypt, Science of The Total Environment, vol.466-467, pp.306-314, 2014.