Zuo, Renguang; Xu, Ying Graph deep learning model for mapping mineral prospectivity. (English) Zbl 1522.86007 Math. Geosci. 55, No. 1, 1-21 (2023). MSC: 86-08 68T07 86A32 PDFBibTeX XMLCite \textit{R. Zuo} and \textit{Y. Xu}, Math. Geosci. 55, No. 1, 1--21 (2023; Zbl 1522.86007) Full Text: DOI
Hron, Karel; Menafoglio, Alessandra; Palarea-Albaladejo, Javier; Filzmoser, Peter; Talská, Renáta; Egozcue, Juan José Weighting of parts in compositional data analysis: advances and applications. (English) Zbl 1522.62004 Math. Geosci. 54, No. 1, 71-93 (2022). MSC: 62-08 86A32 62H12 62H11 PDFBibTeX XMLCite \textit{K. Hron} et al., Math. Geosci. 54, No. 1, 71--93 (2022; Zbl 1522.62004) Full Text: DOI
Talebi, Hassan; Mueller, Ute; Peeters, Luk J. M.; Otto, Alex; de Caritat, Patrice; Tolosana-Delgado, Raimon; van den Boogaart, K. Gerald Stochastic modelling of mineral exploration targets. (English) Zbl 1495.86019 Math. Geosci. 54, No. 3, 593-621 (2022). MSC: 86A32 62H11 68T05 86A04 PDFBibTeX XMLCite \textit{H. Talebi} et al., Math. Geosci. 54, No. 3, 593--621 (2022; Zbl 1495.86019) Full Text: DOI
Leung, Raymond; Balamurali, Mehala; Lowe, Alexander Surface warping incorporating machine learning assisted domain likelihood estimation: a new paradigm in mine geology modeling and automation. (English) Zbl 1495.86014 Math. Geosci. 54, No. 3, 533-572 (2022); correction ibid. 54, No. 3, 645-646 (2022). MSC: 86A32 86A60 86-08 PDFBibTeX XMLCite \textit{R. Leung} et al., Math. Geosci. 54, No. 3, 533--572 (2022; Zbl 1495.86014) Full Text: DOI arXiv
Talská, Renáta; Hron, Karel; Matys Grygar, Tomáš Compositional scalar-on-function regression with application to sediment particle size distributions. (English) Zbl 1477.86033 Math. Geosci. 53, No. 7, 1667-1695 (2021). MSC: 86A32 62J02 PDFBibTeX XMLCite \textit{R. Talská} et al., Math. Geosci. 53, No. 7, 1667--1695 (2021; Zbl 1477.86033) Full Text: DOI
Hron, Karel; Coenders, Germá; Filzmoser, Peter; Palarea-Albaladejo, Javier; Faměra, Martin; Matys Grygar, Tomáš Analysing pairwise logratios revisited. (English) Zbl 1477.86029 Math. Geosci. 53, No. 7, 1643-1666 (2021). MSC: 86A32 PDFBibTeX XMLCite \textit{K. Hron} et al., Math. Geosci. 53, No. 7, 1643--1666 (2021; Zbl 1477.86029) Full Text: DOI
Aldis, Margot; Aherne, Julian Exploratory analysis of geochemical data and inference of soil minerals at sites across Canada. (English) Zbl 1472.86021 Math. Geosci. 53, No. 6, 1201-1221 (2021). MSC: 86A32 PDFBibTeX XMLCite \textit{M. Aldis} and \textit{J. Aherne}, Math. Geosci. 53, No. 6, 1201--1221 (2021; Zbl 1472.86021) Full Text: DOI
Prior, Ángel; Tolosana-Delgado, Raimon; van den Boogaart, K. Gerald; Benndorf, Jörg Resource model updating for compositional geometallurgical variables. (English) Zbl 1472.86028 Math. Geosci. 53, No. 5, 945-968 (2021). MSC: 86A32 62H11 PDFBibTeX XMLCite \textit{Á. Prior} et al., Math. Geosci. 53, No. 5, 945--968 (2021; Zbl 1472.86028) Full Text: DOI
van den Boogaart, K. G.; Filzmoser, P.; Hron, K.; Templ, M.; Tolosana-Delgado, R. Classical and robust regression analysis with compositional data. (English) Zbl 1472.86031 Math. Geosci. 53, No. 5, 823-858 (2021). MSC: 86A32 62H11 PDFBibTeX XMLCite \textit{K. G. van den Boogaart} et al., Math. Geosci. 53, No. 5, 823--858 (2021; Zbl 1472.86031) Full Text: DOI
Leung, Raymond; Balamurali, Mehala; Melkumyan, Arman Sample truncation strategies for outlier removal in geochemical data: the MCD robust distance approach versus t-SNE ensemble clustering. (English) Zbl 1458.86013 Math. Geosci. 53, No. 1, 105-130 (2021). MSC: 86A32 86-08 PDFBibTeX XMLCite \textit{R. Leung} et al., Math. Geosci. 53, No. 1, 105--130 (2021; Zbl 1458.86013) Full Text: DOI
Pospiech, Solveig; Tolosana-Delgado, Raimon; van den Boogaart, K. Gerald Discriminant analysis for compositional data incorporating cell-wise uncertainties. (English) Zbl 1458.86014 Math. Geosci. 53, No. 1, 1-20 (2021). MSC: 86A32 62P12 PDFBibTeX XMLCite \textit{S. Pospiech} et al., Math. Geosci. 53, No. 1, 1--20 (2021; Zbl 1458.86014) Full Text: DOI
Pawlowsky-Glahn, V.; Egozcue, J. J. Compositional data in geostatistics: a log-ratio based framework to analyze regionalized compositions. (English) Zbl 1451.86011 Math. Geosci. 52, No. 8, 1067-1084 (2020). MSC: 86A32 PDFBibTeX XMLCite \textit{V. Pawlowsky-Glahn} and \textit{J. J. Egozcue}, Math. Geosci. 52, No. 8, 1067--1084 (2020; Zbl 1451.86011) Full Text: DOI
Talebi, H.; Peeters, L. J. M.; Mueller, U.; Tolosana-Delgado, R.; van den Boogaart, K. G. Towards geostatistical learning for the geosciences: a case study in improving the spatial awareness of spectral clustering. (English) Zbl 1451.86013 Math. Geosci. 52, No. 8, 1035-1048 (2020). MSC: 86A32 62H30 68T05 PDFBibTeX XMLCite \textit{H. Talebi} et al., Math. Geosci. 52, No. 8, 1035--1048 (2020; Zbl 1451.86013) Full Text: DOI
Ortiz, Julian M.; Kracht, Willy; Pamparana, Giovanni; Haas, Jannik Optimization of a SAG mill energy system: integrating rock hardness, solar irradiation, climate change, and demand-side management. (English) Zbl 1434.86043 Math. Geosci. 52, No. 3, 355-379 (2020). MSC: 86A32 86A08 PDFBibTeX XMLCite \textit{J. M. Ortiz} et al., Math. Geosci. 52, No. 3, 355--379 (2020; Zbl 1434.86043) Full Text: DOI
McKinley, Jennifer M. (ed.); Atkinson, Peter M. (ed.) A special issue on the importance of geostatistics in the era of data science. (English) Zbl 1434.00059 Math. Geosci. 52, No. 3, 311-315 (2020). MSC: 00B25 86-06 86A32 PDFBibTeX XMLCite \textit{J. M. McKinley} (ed.) and \textit{P. M. Atkinson} (ed.), Math. Geosci. 52, No. 3, 311--315 (2020; Zbl 1434.00059) Full Text: DOI
Greenacre, Michael Variable selection in compositional data analysis using pairwise logratios. (English) Zbl 1421.86020 Math. Geosci. 51, No. 5, 649-682 (2019). MSC: 86A32 62H11 PDFBibTeX XMLCite \textit{M. Greenacre}, Math. Geosci. 51, No. 5, 649--682 (2019; Zbl 1421.86020) Full Text: DOI
Tolosana-Delgado, Raimon; Mueller, Ute; van den Boogaart, K. Gerald Geostatistics for compositional data: an overview. (English) Zbl 1414.86001 Math. Geosci. 51, No. 4, 485-526 (2019). MSC: 86-02 86A32 PDFBibTeX XMLCite \textit{R. Tolosana-Delgado} et al., Math. Geosci. 51, No. 4, 485--526 (2019; Zbl 1414.86001) Full Text: DOI
Talebi, Hassan; Mueller, Ute; Tolosana-Delgado, Raimon; van den Boogaart, K. Gerald Geostatistical simulation of geochemical compositions in the presence of multiple geological units: application to mineral resource evaluation. (English) Zbl 1411.86013 Math. Geosci. 51, No. 2, 129-153 (2019). MSC: 86A32 62H11 PDFBibTeX XMLCite \textit{H. Talebi} et al., Math. Geosci. 51, No. 2, 129--153 (2019; Zbl 1411.86013) Full Text: DOI
Minniakhmetov, Ilnur; Dimitrakopoulos, Roussos Joint high-order simulation of spatially correlated variables using high-order spatial statistics. (English) Zbl 1387.86048 Math. Geosci. 49, No. 1, 39-66 (2017). MSC: 86A32 PDFBibTeX XMLCite \textit{I. Minniakhmetov} and \textit{R. Dimitrakopoulos}, Math. Geosci. 49, No. 1, 39--66 (2017; Zbl 1387.86048) Full Text: DOI
Menafoglio, Alessandra; Secchi, Piercesare; Guadagnini, Alberto A Class-Kriging predictor for functional compositions with application to particle-size curves in heterogeneous aquifers. (English) Zbl 1397.86005 Math. Geosci. 48, No. 4, 463-485 (2016). MSC: 86A05 86A32 PDFBibTeX XMLCite \textit{A. Menafoglio} et al., Math. Geosci. 48, No. 4, 463--485 (2016; Zbl 1397.86005) Full Text: DOI Link
Mert, Mehmet Can; Filzmoser, Peter; Hron, Karel Error propagation in isometric log-ratio coordinates for compositional data: theoretical and practical considerations. (English) Zbl 1368.86009 Math. Geosci. 48, No. 8, 941-961 (2016). MSC: 86A32 PDFBibTeX XMLCite \textit{M. C. Mert} et al., Math. Geosci. 48, No. 8, 941--961 (2016; Zbl 1368.86009) Full Text: DOI
Gagneux, Gérard; Millet, Olivier A geological delayed response model for stratigraphic reconstructions. (English) Zbl 1352.35110 Discrete Contin. Dyn. Syst., Ser. S 9, No. 2, 457-474 (2016). MSC: 35Q35 35K65 35L80 93A30 35B30 86A60 PDFBibTeX XMLCite \textit{G. Gagneux} and \textit{O. Millet}, Discrete Contin. Dyn. Syst., Ser. S 9, No. 2, 457--474 (2016; Zbl 1352.35110) Full Text: DOI
Nordhausen, Klaus; Oja, Hannu; Filzmoser, Peter; Reimann, Clemens Blind source separation for spatial compositional data. (English) Zbl 1323.86031 Math. Geosci. 47, No. 7, 753-770 (2015). MSC: 86A32 86-08 PDFBibTeX XMLCite \textit{K. Nordhausen} et al., Math. Geosci. 47, No. 7, 753--770 (2015; Zbl 1323.86031) Full Text: DOI
Egozcue, Juan José; Jarauta-Bragulat, Eusebi Differential models for evolutionary compositions. (English) Zbl 1323.37051 Math. Geosci. 46, No. 4, 381-410 (2014). MSC: 37N10 86A17 PDFBibTeX XMLCite \textit{J. J. Egozcue} and \textit{E. Jarauta-Bragulat}, Math. Geosci. 46, No. 4, 381--410 (2014; Zbl 1323.37051) Full Text: DOI
Schaeben, Helmut Comparison of mathematical methods of potential modeling. (English) Zbl 1247.86011 Math. Geosci. 44, No. 1, 101-129 (2012). MSC: 86A32 PDFBibTeX XMLCite \textit{H. Schaeben}, Math. Geosci. 44, No. 1, 101--129 (2012; Zbl 1247.86011) Full Text: DOI
Röder, Jens; Tolosana-Delgado, Raimon; Hamprecht, Fred A. Gaussian process classification: Singly versus doubly stochastic models, and new computational schemes. (English) Zbl 1221.62097 Stoch. Environ. Res. Risk Assess. 25, No. 7, 865-879 (2011). MSC: 62H30 86A32 62M09 65C60 62M99 PDFBibTeX XMLCite \textit{J. Röder} et al., Stoch. Environ. Res. Risk Assess. 25, No. 7, 865--879 (2011; Zbl 1221.62097) Full Text: DOI
Fišerová, Eva; Hron, Karel Total least squares solution for compositional data using linear models. (English) Zbl 1511.62152 J. Appl. Stat. 37, No. 7, 1137-1152 (2010). MSC: 62J05 62E15 86A32 PDFBibTeX XMLCite \textit{E. Fišerová} and \textit{K. Hron}, J. Appl. Stat. 37, No. 7, 1137--1152 (2010; Zbl 1511.62152) Full Text: DOI
Tolosana-Delgado, Raimon; Pawlowsky-Glahn, Vera; Egozcue, Juan-Jose Indicator kriging without order relation violations. (English) Zbl 1158.86005 Math. Geosci. 40, No. 3, 327-347 (2008). MSC: 86A32 PDFBibTeX XMLCite \textit{R. Tolosana-Delgado} et al., Math. Geosci. 40, No. 3, 327--347 (2008; Zbl 1158.86005) Full Text: DOI