Pesquisa Agropecuária Brasileira (Aug 2022)

Pedotransfer functions for predicting soil-water retention under Brazilian Cerrado

  • Rafael de Andrade Carvalho Rosseti,
  • Ricardo Santos Silva Amorim,
  • Luis Augusto Di Loreto Di Raimo,
  • Gilmar Nunes Torres,
  • Lucas de Castro Moreira da Silva,
  • Ianna Marília Alves

DOI
https://doi.org/10.1590/s1678-3921.pab2022.v57.02474
Journal volume & issue
Vol. 57

Abstract

Read online

Abstract The objective of this work was to determine pedotransfer functions to predict water retention at the -33 and -1500 kPa matric potentials of soils under Cerrado, in the south of the state of Mato Grosso, Brazil. Samples (n=156) were collected for model calibration (n=124) and validation (n=32). A stepwise multiple regression was used to determine pedotransfer functions. Willmott’s index of agreement, root-mean-square error, Pearson’s correlation coefficient, and the confidence index were used to evaluate the performance of the functions and to compare them with those described in the literature. The most efficient variables to estimate water retention were: microporosity, total sand, and clay at -33 kPa; and total sand, silt and clay at -1500 kPa. The regional pedotransfer functions explained more than 94% of water retention variance in the studied soils. The reliability of the functions to predict water retention increased, at -33 kPa, with the use of the structural property microporosity and, at -1500 kPa, with the use of granulometric parameters. The studied regional pedotransfer functions predict water retention at the -33 and -1500 kPa matric potentials of soils under Cerrado, in southern Mato Grosso, better than the functions described in the literature.

Keywords