remote sensing Article Mapping at 30 m Resolution of Soil Attributes at Multiple Depths in Midwest Brazil Raúl R. Poppiel 1 , Marilusa P. C. Lacerda 1, José L. Safanelli 2 , Rodnei Rizzo 2, Manuel P. Oliveira Jr. 1 , Jean J. Novais 1 and José A. M. Demattê 2,* 1 Faculty of Agronomy and Veterinary Medicine, Darcy Ribeiro University Campus, University of Brasília; ICC Sul, Asa Norte, Postal Box 4508, Brasília 70910-960, Brazil;
[email protected] (R.R.P.);
[email protected] (M.P.C.L.);
[email protected] (M.P.O.J.);
[email protected] (J.J.N.) 2 Department of Soil Science, Luiz de Queiroz College of Agriculture, University of São Paulo; Pádua Dias Av., 11, Piracicaba, Postal Box 09, São Paulo 13416-900, Brazil;
[email protected] (J.L.S.);
[email protected] (R.R.) * Correspondence:
[email protected]; Tel.: +55(19)997670227 Received: 18 October 2019; Accepted: 3 December 2019; Published: 5 December 2019 Abstract: The Midwest region in Brazil has the largest and most recent agricultural frontier in the country where there is no currently detailed soil information to support the agricultural intensification. Producing large-extent digital soil maps demands a huge volume of data and high computing capacity. This paper proposed mapping surface and subsurface key soil attributes with 30 m-resolution in a large area of Midwest Brazil. These soil maps at multiple depth increments will provide adequate information to guide land use throughout the region. The study area comprises about 851,000 km2 in the Cerrado biome (savannah) in the Brazilian Midwest.