Numerical soil classification supports soil identification by citizen scientists using limited, simple soil observations
作者： Shawn W. Salley , Dylan E. Beaudette , Jeffery E. Herrick , Jonathan J. Maynard
DOI: 10.1002/SAJ2.20119
关键词: Simple (abstract algebra) 、 Soil classification 、 Identification (biology) 、 Citizen science 、 Machine learning 、 Artificial intelligence 、 Mathematics
摘要:
sci-hub.st 参考文章(46)
David G. Rossiter, Jing Liu, Steve Carlisle, A.-Xing Zhu, Can citizen science assist digital soil mapping Geoderma. ,vol. 259, pp. 71- 80 ,(2015) , 10.1016/J.GEODERMA.2015.05.006
D.E. Beaudette, P. Roudier, A.T. O'Geen, Algorithms for quantitative pedology: A toolkit for soil scientists Computers & Geosciences. ,vol. 52, pp. 258- 268 ,(2013) , 10.1016/J.CAGEO.2012.10.020
R. PONCE-HERNANDEZ, F. H. C. MARRIOTT, P. H. T. BECKETT, An improved method for reconstructing a soil profile from analyses of a small number of samples European Journal of Soil Science. ,vol. 37, pp. 455- 467 ,(1986) , 10.1111/J.1365-2389.1986.TB00377.X
L. P. Wilding, R. B. Jones, George M. Schafer, Variation of Soil Morphological Properties Within Miami, Celina, and Crosby Mapping Units in West-Central Ohio1 Soil Science Society of America Journal. ,vol. 29, pp. 711- 717 ,(1965) , 10.2136/SSSAJ1965.03615995002900060033X
F. Carré, M. Jacobson, Numerical classification of soil profile data using distance metrics Geoderma. ,vol. 148, pp. 336- 345 ,(2009) , 10.1016/J.GEODERMA.2008.11.008
T.F.A. Bishop, A.B. McBratney, G.M. Laslett, Modelling soil attribute depth functions with equal-area quadratic smoothing splines Geoderma. ,vol. 91, pp. 27- 45 ,(1999) , 10.1016/S0016-7061(99)00003-8
Budiman Minasny, Alex B. McBratney, Incorporating taxonomic distance into spatial prediction and digital mapping of soil classes Geoderma. ,vol. 142, pp. 285- 293 ,(2007) , 10.1016/J.GEODERMA.2007.08.022
Fred J. Young, R. David Hammer, Frederick Williams, Estimation of map unit composition from transect data Soil Science Society of America Journal. ,vol. 61, pp. 854- 861 ,(1997) , 10.2136/SSSAJ1997.03615995006100030020X
Philip A. Hughes, Alex B. McBratney, Budiman Minasny, Sebastian Campbell, End members, end points and extragrades in numerical soil classification Geoderma. ,vol. 226, pp. 365- 375 ,(2014) , 10.1016/J.GEODERMA.2014.03.010
Berman D. Hudson, The Soil Survey as Paradigm-based Science Soil Science Society of America Journal. ,vol. 56, pp. 836- 841 ,(1992) , 10.2136/SSSAJ1992.03615995005600030027X