References
Arkley, Rodney J. 1976. “Statistical Methods in Soil Classification Research.” Advances in Agronomy 28: 37–70. https://doi.org/10.1016/S0065-2113(08)60552-0.
Bai, Yanying, Thomas A. Scott, Weiping Chen, Robert C. Graham, Laosheng Wu, Andrew C. Chang, and Lanny J. Lund. 2010. “Soil Temperature Regimes of the Mojave Desert.” Soil Science 175 (8): 398–404. https://doi.org/10.1097/SS.0b013e3181eb66ee.
Beaudette, D. E., and A. T. O’Geen. 2009. “Quantifying the Aspect Effect: An Application of Solar Radiation Modeling for Soil Survey.” Soil Science Society of America Journal 73 (4): 1345–52. https://doi.org/10.2136/sssaj2008.0229.
Belbin, Lee, Daniel P. Faith, and Glenn W. Milligan. 1992. “A Comparison of Two Approaches to Beta-Flexible Clustering.” Multivariate Behavioral Research 27 (3): 417–33. https://doi.org/10.1207/s15327906mbr2703\_6.
Brier, GLenn W. 1950. “Verification OF Forecasts Expressed in Terms of Probability.” Monthly Weather Review 78 (1): 1–3. https://doi.org/10.1175/1520-0493(1950)078<0001:VOFEIT>2.0.CO;2.
Briggs, Lyman J. (Lyman James), John Wallace McLane, and United States. Bureau of Soils. 1907. The Moisture Equivalents of Soils. Washington, Govt. Print. Off. http://archive.org/details/moistureequivale45brig.
Brus, D. J., B. Kempen, and G. B. M. Heuvelink. 2011. “Sampling for Validation of Digital Soil Maps.” European Journal of Soil Science 62 (3): 394–407. https://doi.org/10.1111/j.1365-2389.2011.01364.x.
Burrough, P. A., P. F. M. van Gaans, and R. Hootsmans. 1997. “Continuous Classification in Soil Survey: Spatial Correlation, Confusion and Boundaries.” Geoderma 77: 115–35. https://doi.org/10.1016/S0016-7061(97)00018-9.
Campbell, James B., Randolph H. Wynne, and Valerie A. Thomas. 2023. Introduction to Remote Sensing. 6. edition. New York: Guilford Press. https://www.guilford.com/books/Introduction-to-Remote-Sensing/Campbell-Wynne-Thomas/9781462549405.
Congalton, Russell G., and Kass Green. 2019a. Assessing the Accuracy of Remotely Sensed Data: Principles and Practices, Third Edition. 3rd ed. CRC Press. https://doi.org/10.1201/9780429052729.
———. 2019b. “Basic Analysis Techniques.” In Assessing the Accuracy of Remotely Sensed Data, 3rd ed., 127–44. CRC Press. https://doi.org/10.1201/9780429052729-8.
Evans, D. M., and Alfred E. Hartemink. 2014. “Digital Soil Mapping of a Red Clay Subsoil Covered by Loess.” Geoderma 230-231 (October): 296–304. https://doi.org/10.1016/j.geoderma.2014.03.013.
Faraway, Julian J. 2004. Linear Models with R. 1st ed. New York: Chapman; Hall/CRC. https://cran.r-project.org/doc/contrib/Faraway-PRA.pdf.
Fielding, Alan H., and John F. Bell. 1997. “A Review of Methods for the Assessment of Prediction Errors in Conservation Presence/Absence Models.” Environmental Conservation 24 (1): 38–49. https://doi.org/10.1017/S0376892997000088.
Foody, Giles M. 2010. “Assessing the Accuracy of Land Cover Change with Imperfect Ground Reference Data.” Remote Sensing of Environment 114 (10): 2271–85. https://doi.org/10.1016/j.rse.2010.05.003.
Good, Phillip I. 2013. Introduction to Statistics Through Resampling Methods and R. Hoboken, NJ, USA: John Wiley & Sons, Inc. https://doi.org/10.1002/9781118497593.
Gower, J. C. 1971. “A General Coefficient of Similarity and Some of Its Properties.” Biometrics 27 (4): 857–71. http://www.jstor.org/stable/2528823.
Harrell, Frank E. 2015. Regression Modeling Strategies: With Applications to Linear Models, Logistic and Ordinal Regression, and Survival Analysis. Springer Series in Statistics. Cham: Springer International Publishing. https://doi.org/10.1007/978-3-319-19425-7.
Hengl, Tomislav. 2009. A Practical Guide to Geostatistical Mapping. 2nd extended ed. Amsterdam: Hengl. https://edepot.wur.nl/485517.
Hole, F. D., and M. Hironaka. 1960. “An Experiment in Ordination of Some Soil Profiles.” Proceedings of the Soil Science Society of America 24 24: 309–12.
James, Gareth, Daniela Witten, Trevor Hastie, and Robert Tibshirani. 2021. An Introduction to Statistical Learning: With Applications in R. Springer Texts in Statistics. New York, NY: Springer US. https://doi.org/10.1007/978-1-0716-1418-1.
Kaufman, Leonard, and Peter J. Rousseeuw, eds. 2005. Finding Groups in Data. Wiley Series in Probability and Statistics. Hoboken, NJ, USA: John Wiley & Sons, Inc. https://doi.org/10.1002/9780470316801.
Kempen, Bas, Dick J. Brus, Gerard B. M. Heuvelink, and Jetse J. Stoorvogel. 2009. “Updating the 1:50,000 Dutch Soil Map Using Legacy Soil Data: A Multinomial Logistic Regression Approach.” Geoderma 151 (3): 311–26. https://doi.org/10.1016/j.geoderma.2009.04.023.
Kuhn, Max, and Kjell Johnson. 2013. Applied Predictive Modeling. New York, NY: Springer New York. https://doi.org/10.1007/978-1-4614-6849-3.
———. 2019. Feature Engineering and Selection: A Practical Approach for Predictive Models. 1st ed. New York: Chapman; Hall/CRC. https://doi.org/10.1201/9781315108230.
Lane, P. W. 2002. “Generalized Linear Models in Soil Science.” European Journal of Soil Science 53 (2): 241–51. https://doi.org/10.1046/j.1365-2389.2002.00440.x.
Legendre, Pierre, and Louis Legendre. 2012. Numerical Ecology. Third English edition. Developments in Environmental Modelling 24. Amsterdam: Elsevier. https://www.sciencedirect.com/book/9780444538680.
Liaw, Andy, and Matthew Wiener. 2002. “Classification and Regression by randomForest.” R News 2 (3): 18–22. https://www.r-project.org/doc/Rnews/Rnews_2002-3.pdf.
Mark J. Eisenberg. 1995. “Accuracy and Predictive Values in Clinical Decision-Making.” Cleveland Clinic Journal of Medicine 62 (5): 311. http://www.ccjm.org/content/62/5/311.abstract.
Mount, H. R., and R. F. Paetzold. 2002. “The Temperature Regime for Selected Soils in the United States.” Lincoln, Nebraska. https://www.nrcs.usda.gov/Internet/FSE_DOCUMENTS/nrcs142p2_051004.pdf.
Nauman, Travis W., James A. Thompson, S. Jason Teets, Timothy A. Dilliplane, James W. Bell, Stephanie J. Connolly, Henry J. Liebermann, and Katey M. Yoast. 2015. “Ghosts of the Forest: Mapping Pedomemory to Guide Forest Restoration.” Geoderma 247-248 (June): 51–64. https://doi.org/10.1016/j.geoderma.2015.02.002.
Peterson, Frederick F. 1981. “Landforms of the Basin and Range Province Defined for Soil Survey.” Reno, Nevada. https://jornada.nmsu.edu/files/Peterson_LandformsBasinRangeProvince.pdf.
Roecker, Stephen, and Carrie-Ann Haydu-Houdeshell. 2012. “Modeling and Application of Soil Temperature in the Mojave and Lower Colorado Deserts of California.” In. Davis, CA. https://doi.org/10.13140/RG.2.2.19782.32329.
Rossiter, David G., Rong Zeng, and Gan-Lin Zhang. 2017. “Accounting for Taxonomic Distance in Accuracy Assessment of Soil Class Predictions.” Geoderma 292 (Supplement C): 118–27. https://doi.org/10.1016/j.geoderma.2017.01.012.
Rousseeuw, P. J. 1987. “Silhouettes: A Grapical Aid to the Interpretation and Validation of Cluster Analysis.” Journal of Computational and Applied Mathmatics 20: 53–65.
Schmidlin, T. W., F. F. Peterson, and R. O. Gifford. 1983. “Soil Temperature Regimes in Nevada.” Soil Science Society of America Journal 47 (5): 977–77. https://doi.org/10.2136/sssaj1983.03615995004700050027x.
Shi, Xun, Lyndsey Girod, Robert Long, Roger DeKett, Jessica Philippe, and Tom Burke. 2012. “A Comparison of LiDAR-Based DEMs and USGS-Sourced DEMs in Terrain Analysis for Knowledge-Based Digital Soil Mapping.” Geoderma 170 (January): 217–26. https://doi.org/10.1016/j.geoderma.2011.11.020.
Simon, David, and John R. Boring. 1990. “Sensitivity, Specificity, and Predictive Value.” In Clinical Methods: The History, Physical, and Laboratory Examinations, edited by H. Kenneth Walker, W. Dallas Hall, and J. Willis Hurst, 3rd ed. Boston: Butterworths. http://www.ncbi.nlm.nih.gov/books/NBK383/.
Sneath, Peter H. A., and Robert R. Sokal. 1973. Numerical Taxonomy. W.H. Freeman; Company.
Stehman, Stephen V. 2014. “Estimating Area and Map Accuracy for Stratified Random Sampling When the Strata Are Different from the Map Classes.” International Journal of Remote Sensing 35 (13): 4923–39. https://doi.org/10.1080/01431161.2014.930207.
Therneau, Terry, and Beth Atkinson. 2019. “Rpart: Recursive Partitioning and Regression Trees.” https://CRAN.R-project.org/package=rpart.
Webster, R. 1997. “Regression and Functional Relations.” European Journal of Soil Science 48 (3): 557–66. https://doi.org/10.1111/j.1365-2389.1997.tb00222.x.