Abstract
Access to soil hydrological data is vital for hydrology projects and for supporting decision-making in issues related to the availability of food and water and the forecasting of phenomena related to geomechanics. Brazil is a country of continental dimensions and has accumulated a significant body of soil information, holding a prominent position in tropical soil science. Nevertheless, a database with hydrophysical information on Brazilian soils has not been compiled so far, whereas much information is registered and analyzed. In this study we discuss the potential for the development of a Brazilian hydrophysical database and pedotransfer functions (PTFs). We present on metadata the measurement methods of soil hydrophysical attributes and the characteristics of the sites where these soil properties were determined. Statistical analyses were performed to characterize the dataset according to the metadata-based data structure. A total of 8,983 datasets contains soil water retention information associated with physical or chemical properties. Besides these, 1,253 datasets with data on saturated hydraulic conductivity coupled with water retention information are also available. The results of this study suggest that it is possible to develop a representative hydrophysical database for Brazilian soils that covers most of Brazil’s federative states, with a substantial volume of data and homogeneous with respect to the methods of measuring soil properties. This creates excellent prospects for PTFs development, especially for estimating water retention, at a national scale. The challenge in the development of the Brazilian soil hydrophysical database is the refinement of the dataset model that can encompass the wide range of available information and can provide answers to queries of interest to different types of users of soil information. Considering the size of the Brazilian territory, it would be of interest that the database development become a joint effort of government agencies, universities and commercial enterprises.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Andrade RS, Stone LF (2009) Uso do índice S na determinação da condutividade hidráulica não-saturada de solos do cerrado brasileiro. R Bras Agric Ambiental 13:376–381
Arruda FB, Zullo J, Oliveira JB (1987) Parâmetros de solo para cálculo de água disponível com base na textura do solo. R Bras Sci Sol 11:11–15
Assad MLL, Sans LMA, Assad ED et al (2001) Relação entre água retida e conteúdo de areia total em solos brasileiros. Rev Bras Agrometeorologia 9(3):588–596
Barros AHC, De Jong Van Lier Q (2014) Pedotransfer functions for Brazilian soils. In: Teixeira WG, Ceddia MB, Ottoni MV et al (eds) Application of soil physics in environmental analyses: measuring, modelling and data integration, 1st edn. Springer, p ??
Barros AHC, De Jong Van Lier Q, Maia AHN et al (2013) Pedotransfer functions to estimate water retention parameters of soils in Northeastern Brazil. R Bras Ciênc Solo 37:379–391
Batjes NH (2009) Harmonized soil profile data for applications at global and continental scales: update to the WISE database. Soil Use Manage 25(2):124–127
Benedetti MM, Sparovek G, Copper M et al (2008) Representatividade e potencial de utilização de um banco de dados de solos do Brasil. Rev Bras Ciênc Solo 32:2591–2600
Bouma J (1989) Using soil survey data for quantitative land evaluation. Adv Soil Sci 9:177–213
Carducci CE, De Oliveira GC, Severiano EC et al (2011) Modelagem da curva de retenção de água de Latossolos utilizando a equação duplo Van Genuchten. R Bras Ciênc Solo 35:77–86
Chagas CS, Carvalho W Jr, Bhering SB et al (2004) Estrutura e organização do sistema de informações georreferenciadas de solos do Brasil (sigsolos – versão 1.0). R Bras Ciênc Solo 28:865–876
Cooper M, Mendes LMS, Silva WLC et al (2005) A national soil profile database for Brazil available to international scientists. Soil Sci Soc Am J 69:649–652
Doyle ME, Tomasella J, Rodriguez DA et al (2013) Experiments using new initial soil water conditions and soil map in the Eta model over La Plata Basin. Meteorol Atmos Phys 121:119–136
Empresa Brasileira de Pesquisa Agropecuária – Embrapa (1997) Manual de métodos de análises de solo, 2nd edn. Embrapa Solos, Rio de Janeiro
Empresa Brasileira de Pesquisa Agropecuária – Embrapa (1999) Sistema brasileiro de classificação de solos, 6th edn. Embrapa Solos, Rio de Janeiro
Empresa Brasileira de Pesquisa Agropecuária – Embrapa (2006) Sistema brasileiro de classificação de solos, 2nd edn. Embrapa Solos, Rio de Janeiro
Empresa Brasileira de Pesquisa Agropecuária – Embrapa (2013) Sistema brasileiro de classificação de solos, 3rd edn. Embrapa Solos, Rio de Janeiro
European Commission (2013) European Hydropedological Data Inventory (EU-HYDI). European Commission Joint Research Centre. doi:10.2788/5936
Gonçalves MC, Ramos TB, Pires FP (2011) Base de dados georreferenciada das propriedades do solo. In: Coelho PS, Reis P (eds) Agrorrural contributos científicos. Instituto Nacional dos Recursos Biológicos I.P. e Imprensa Nacional – Casa da Moeda, S.A., Oeiras, pp 564–574
Hodnett MG, Tomasella J (2002) Marked differences between Van Genuchten soil water-retention parameters for temperate and tropical soils: a new water-retention pedo-transfer function developed for tropical soils. Geoderma 108:155–180
Jackson ML (1982) Analisis quimico de suelos. Omega, Barcelona, pp 282–309
Jana RB, Mohanty BP, Springer EP (2007) Multiscale pedotransfer functions for soil water retention. Vadose Zone J 6:868–878
Leij FJ, Alves WJ, Van Genuchten MT et al (1996) The UNSODA unsaturated soil hydraulic database. Rep. EPA/600/R-96/095. USEPA Natl. Risk Manage. Lab., Cincinna, Ohio
Leij FJ, Romano N, Palladino M et al (2004) Topographical attributes to predict soil hydraulic properties along a hillslope transect. Water Resour Res 40:1–15
Makó A, Tóth B, Hernádi H et al (2010) Introduction of the Hungarian Detailed Soil Hydrophysical Database (MARTHA) and its use to test external pedotransfer functions. Agrokém Talajtan 59:29–38
McBratney AB, Minasny B, Cattle SR et al (2002) From pedotransfer functions to soil inference systems. Geoderma 109:41–73
Miháliková M, Matula S, Doležal F (2013) HYPRESCZ – Database of soil hydrophysical properties in the Czech Republic. Soil Water Res 8:34–41
Minasny B, McBratney AB (2002) Uncertainty analysis for pedotransfer functions. Eur J Soil Sci Eur J Soil Sci 53(3):417–429
Mohanty BP, Shouse PJ (2002) Soil property database: Southern Great Plains 1997 Hydrology Experiment. Water Resour Res 38(5):1–5. doi:10.1029/2000WR000076
Nemes A, Schaap MG, Leij FJ et al (2001) Description of the unsaturated soil hydraulic database. UNSODA version 2.0. J Hydrol 251:151–162
Ottoni MV (2005) Classificação físico-hídrica de solos e determinação da capacidade de campo in situ a partir de testes de infiltração. Dissertação, Programa de Engenharia Civil-COPPE, Universidade Federal do Rio de Janeiro (UFRJ)
Pachepsky YA, Rawls WJ, Timlin DJ (1999) The current status of pedotransfer functions: their accuracy, reliability, and utility in field- and regional-scale modeling. In: Corwin DL, Loague K, Ellsworth TR (eds) Assessment of non-point source pollution in the vadose zone. American Geophysical Union, Washington, DC. doi:10.1029/GM108p0223
Pachepsky YA, Timlin DJ, Rawls WJ (2001) Soil water retention as related to topographic variables. Soil Sci Soc Am J 65:1787–1795
Perkins KS, Nimmo JR (2009) High-quality unsaturated zone hydraulic property data for hydrologic applications. Water Resour Res 45, W07417. doi:10.1029/2008WR007497
Rawls WJ (2004) Pedotransfer Functions for the United States. In: Pachepsky YA, Rawls WJ (eds) Development of pedotransfer functions in soil hydrology, vol 30, Developments in soil science. Elsevier B.V., The Netherlands, pp 437–447
Rawls WJ, Pachepsky YA (2002) Using field topographic descriptors to estimate soil water retention. Soil Sci 167:423–435
Reatto A, Da Silva EM, Bruand A et al (2008) Validity of the centrifuge method for determining the water retention properties of tropical soils. Soil Sci Soc Am J 72:1547–1553
Reichert JM, Albuquerque JA, Kaiser DR et al (2009) Estimation of water retention under availability in soils of Rio Grande do Sul. R Bras Ciênc Solo 33:1547–1560
Rossato L (2002) Estimativa da capacidade de armazenamento de água no solo do Brasil. INPE-(INPE-8915-TDI/809), São José dos Campos
Rossato L, Alvalá RCS, Tomasella J (1998) Distribuição geográfica da capacidade de armazenamento de água e das propriedades físicas do solo no Brasil. In: X Congresso Brasileiro de Meteorologia/VIII Congresso da FLISMET, Brasilia, Artigo HL98009 (Hidrometeorlogia), CD-ROM
Santos HG dos, Carvalho Junior W de, Dart R de O et al (2011) Mapa de solos do Brasil (in shapefiles). Escala 1:5.000.000. Embrapa Solos, Rio de Janeiro
Schaap MG, Leij FJ (1998) Database-related accuracy and uncertainty of pedotransfer functions. Soil Sci 163:765–779
Schaap MG, Leij FJ, Van Genuchten MT (2001) ROSSETA: computer program for estimating soil hydraulic parameters with hierarchical pedotransfer functions. J Hydrol 251:163–176
Sharma SK, Mohanty BP, Zhu J (2006) Including topography and vegetation attributes for developing pedotransfer functions. Soil Sci Soc Am J 70:1430–1440
Silva AM (2005) Banco de dados de curvas de retenção de água de solos brasileiros. Dissertação, Escola de Engenharia de São Carlos
Silva A de SS, Brito LT de L, De Oliveira CAV et al (1990) Parâmetros de solo em função da umidade na capacidade de campo em áreas irrigáveis do trópico semi-árido brasileiro. Pesquisa Agropecuária Brasileira 25:103–116
Stekauerová V, Sútor J (2004) Pedotransfer Funtions for the Rye Island – Southwest Slovakia. In: Pachepsky YA, Rawls WJ (eds) Development of pedotransfer functions in soil hydrology, vol 30, Developments in soil science. Elsevier B.V., The Netherlands, pp 465–473
Tomasella J, Hoodnett MG, Rossato L (2000) Pedotransfer functions for the estimation of soil water retention in Brazilian soils. Soil Sci Soc Am J 64:327–338
Tomasella J, Pachepsky YA, Crestana S et al (2003) Comparison of two techniques to develop pedotransfer functions for water retention. Soil Sci Soc Am J 67:1085–1092
Urach FL (2007) Estimativa da retenção de água em solos para fins de irrigação. Dissertação, Universidade de Santa Maria
Van Den Berg M, Klamt E, Van Reeuwijk LP et al (1997) Pedotransfer functions for the estimation of water retention characteristics of Ferrasols and related soils. Geoderma 78:161–180
Van Genuchten MT (1980) A closed-form equation for predicting the hydraulic conductivity of unsaturated soils. Soil Sci Soc Am J 44:892–898
Vereecken H, Weynants M, Javaux M et al (2010) Using pedotransfer functions to estimate the Van Genuchten-Mualem soil hydraulic properties: a review. Vadose Zone J 9:795–820
Wang Y, Shao M, Liu Z (2012) pedotransfer functions for predicting soil hydraulic properties of the Chinese Loess Plateau. Soil Sci 177(7):424–432. doi:10.1097/SS.0b013e318255a449
Wösten JHM, Lilly A, Nemes A (1999) Development and use of a database of hydraulic properties of European soils. Geoderma 90:169–185
Wösten JHM, Pachepsky YA, Rawls WJ (2001) Pedotransfer functions: bridging the gap between available basic soil data and missing soil hydraulic characteristics. J Hydrol 251:123–150
Acknowledgment
The authors thank the Geological Survey of Brazil (CPRM) for the financial and technical support and all researchers and students for providing the data mentioned here.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2014 Springer International Publishing Switzerland
About this chapter
Cite this chapter
Ottoni, M.V., Lopes-Assad, M.L.R.C., Pachepsky, Y., Rotunno Filho, O.C. (2014). A Hydrophysical Database to Develop Pedotransfer Functions for Brazilian Soils: Challenges and Perspectives. In: Teixeira, W., Ceddia, M., Ottoni, M., Donnagema, G. (eds) Application of Soil Physics in Environmental Analyses. Progress in Soil Science. Springer, Cham. https://doi.org/10.1007/978-3-319-06013-2_20
Download citation
DOI: https://doi.org/10.1007/978-3-319-06013-2_20
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-06012-5
Online ISBN: 978-3-319-06013-2
eBook Packages: Earth and Environmental ScienceEarth and Environmental Science (R0)