Soil prediction using artificial neural networks and topographic attributes

[1]  R. Dikau The application of a digital relief model to landform analysis in geomorphology , 2020 .

[2]  Angelo Evaristo Sirtoli,et al.  ATRIBUTOS DO RELEVO DERIVADOS DE MODELO DIGITAL DE ELEVAÇÃO E SUAS RELAÇÕES COM SOLOS , 2008 .

[3]  M. A. P. Pierangeli,et al.  Efeito do pH na adsorção e dessorção de cádmio em Latossolos brasileiros , 2001 .

[4]  Larry Biehl,et al.  Use of combined digital elevation model and satellite radiometric data for regional soil mapping , 2000 .

[5]  N. McKenzie,et al.  Spatial prediction of soil properties using environmental correlation , 1999 .

[6]  Paul E. Gessler,et al.  Soil-Landscape Modelling and Spatial Prediction of Soil Attributes , 1995, Int. J. Geogr. Inf. Sci..

[7]  Martin A. Riedmiller,et al.  A direct adaptive method for faster backpropagation learning: the RPROP algorithm , 1993, IEEE International Conference on Neural Networks.

[8]  Gary A. Peterson,et al.  Soil Attribute Prediction Using Terrain Analysis , 1993 .

[9]  Alex B. McBratney,et al.  Elucidation of soil-landform interrelationships by canonical ordination analysis , 1991 .

[10]  K. Yamashita,et al.  Back-propagation algorithm which varies the number of hidden units , 1991, Neural Networks.

[11]  Geoffrey E. Hinton Connectionist Learning Procedures , 1989, Artif. Intell..

[12]  J. R. Landis,et al.  The measurement of observer agreement for categorical data. , 1977, Biometrics.

[13]  Topographical Maps , 1931, Science.

[14]  Dalva Maria da Mota,et al.  Empresa Brasileira de Pesquisa Agropecuária (Embrapa) , 2008 .

[15]  I. Moore,et al.  Digital terrain modelling: A review of hydrological, geomorphological, and biological applications , 1991 .

[16]  C. Thorne,et al.  Quantitative analysis of land surface topography , 1987 .

[17]  D. G. Moore,et al.  Use of Slope, Aspect, and Elevation Maps Derived from Digital Elevation Model Data in Making Soil Surveys , 1987 .

[18]  Berthold K. P. Horn,et al.  Hill shading and the reflectance map , 1981, Proceedings of the IEEE.