Models to estimate potassium and nitrate in changes of ion concentration in soil solution in banana cultivation

Autores

DOI:

https://doi.org/10.13083/reveng.v29i1.8851

Palavras-chave:

fertigation, ion monitoring, irrigation

Resumo

The adequate fertigation use bases on the application of nutrients by water according to crop needs throughout its cycle. The evaluation of nutrients in the soil solution may be faster if based upon soil electric conductivity and moisture by using parametric models. The objective of this study was to evaluate the sensitivity of two parametric models for estimating nitrate and potassium concentration in the soil solution under changes of ion concentration during a crop cycle. One model was that from Vogeler et al. (1996) in which ion concentration is a function of soil moisture and electrical conductivity; the other was the potential in which the concentration is a function of the electrical conductivity of the soil solution. The potential model presented a better performance compared to that of adapted from Vogeler, as for estimation of ion concentrations as for the sensitivity of this model to changes in concentration of this ion in the soil solution. The models showed greater sensitivity when fitted to data corresponding to all possible occurrences in the soil during the crop cycle. The model should consider a range of concentrations with the possible values of the soil solution along crop cycle.

Downloads

Não há dados estatísticos.

Referências

BORGES, A. L.; SOUZA L. S.; MELO F. C. M. Nutrição e adubação. In: BORGES, A. L. (Org.). SILVA, J. T. A. da. OLIVEIRA, A. M. G. D’OLIVEIRA, P. S. O agronegócio da banana. 1 ed, Embrapa, v. 1, p. 331-398, 2016.

DOLTRA, J., MUNOZ, P. Simulation of nitrogen leaching from a fertigated crop rotation in a Mediterranean climate using the EU-Rotate_N and Hydrus-2D models. Agricultural Water Management. 97, 277-285, 2010.

EDGERTON, M. D. Increasing crop productivity to meet global needs for feed, food, and fuel. Plant Physiology, v.149, p.7-13, 2009.

FAN, M.; SHEN, J.; YUAN, L.; JIANG, R.; CHEN, X.; DAVIES, W. J.; ZHANG, F. J. Improving crop productivity and resource use efficiency to ensure food security and environmental quality in China. Journal of Experimental Botany, v.63, p. 13-24, 2011.

FESSEHAZION, M. K.; ANNANDALE, J. G.; EVERSON, C. S.; STIRZAKER, R. J.; TESFAMARIAM, E. H. “Evaluating of soil water balance (SWB-Sci) model for water and nitrogen interactions in pasture: Example using annual ryegrass, Agricultural Water Management, Elsevier, vol. 146, p. 238-248,2015.

HEIMOVAARA, T. J.; HUISMAN, J. A.; VRUGT, J. A.; BOUTEN, W. Obtaining the spatial distribution of water content along a TDR probe using the SCEM-UA bayesian inverse modeling scheme. Soil Science Society of America, v.3, p.1128 -1145, 2004.

KALEITA, A. L.; BIRRELL, S. J.; LOGSDON, S. D. Estimating Soil Solution Nitrate Concentration from Dielectric Spectra Using Partial Least Squares Analysis. Soil Science Society of America Journal, v. 76, n. 5, p. 1536–1547, 2012.

LIANG, H.; HU, K.; BATCHELOR, W.D, QIN W, LI B. Developing a water and nitrogen management model for greenhouse vegetable production in China: sensitivity analysis and evaluation. Ecological Modeling, v. 367, p. 24-33. 2018.

MMOLAWA, K.; OR, D. Root zone solute dynamics under drip irrigation: A review. Plant and Soil, v.222, p.163-190, 2000.

NETO, T. M. A; COELHO, E. F. Concentração de potássio em função da condutividade elétrica da solução do solo. Water Resources and Irrigation Management, v.3, p.13-19, 2014.

NETO, T. M. A; COELHO, E. F.; SANTANA, J. A. DO V.; JÚNIOR, E. B. .; ALVES, M. DA S. Potassium estimation in the soil solution based on electrical conductivity and soil water content. Revista Brasileira de Engenharia Agrícola e Ambiental, v.16, p.618-623, 2012.

NETO, T. M. A; COELHO, E. F.; DA SILVA LEDO, C. A. Diferentes algoritmos para estimação dos parâmetros de modelo não linear para obtenção de íons. Water Resources and Irrigation Management-WRIM, v. 5, n. 1, p. 1-7, 2016.

PONCIANO, I. M.; MIRANDA, J. H.; COOKE, R. A.; GRAH, V. F.; SILVA, A. J. P. Metrological assessment of TDR performance for measurement of potassium concentration in soil solution. Revista Brasileira de Engenharia Agrícola e Ambiental, v.20, p.343-349, 2016.

RICHARDS, L. A. Diagnosis and improvement of saline and alkali soils, U.S. Washington Department of Agriculture, 1954.

RITTER, A.; MUÑOZ-CARPENA, R.; REGALADO, C. M.; JAVAUX, M.; VANCLOOSTER, M. Using TDR and inverse modeling to characterize solute transport in a layered agricultural volcanic soil. Vadose Zone Jounal, v. 4, p.300-309, 2005.

SANTANA, G. DA S.; COELHO, E. F.; SILVA, T. S. M. DA; RAMO, M. M. Relação entre potássio na solução do solo, umidade e condutividade elétrica aparente do solo. Revista Brasileira de Engenharia Agrícola e Ambiental, v. 11, p. 142-151, 2007.

SOUZA, C. F.; FOLEGATTI, M. V.; MATSURA, E. E.; OR, D. Calibração da reflectometria no domínio do tempo (TDR) para a estimativa da concentração da solução no solo. Engenharia Agrícola, v.26, p.282-291, 2006.

SOUSA, V. F.; COELHO, E. F.; PINTO, J. M.; NOGUEIRA, L. C.; COELHO FILHO, M. A.; ARAÚJO, A. R. Manejo da fertirigação em fruteiras e hortaliças. In:, V. F.; Marouelli, W. A. A; Coelho, E. F.; Pinto, J. M. Irrigação e fertirrigação em fruteiras e hortaliças. Brasília, DF, p. 235 - 251, 2011.

SHAHROKHNIA, M. H.; SEPASKHAH, A. R. Water and nitrate dynamics in safflower field lysimeters under different irrigation strategies, planting methods, and nitrogen fertilization and application of HYDRUS-1D model. Environmental Science and Pollution Research, v. 25, n. 9, p. 8563–8580, 2018.

ŠIM?NEK, J.; VAN GENUCHTEN, M. T.; ŠEJNA, M. Recent Developments and Applications of the HYDRUS Computer Software Packages. Vadose Zone Journal, v. 15, n. 7, p. 1-25, 2016.

SOTO F, GALLARDO M, GIMÉNEZ C, PEÑA-FLEITAS T, THOMPSON RB. Simulation of tomato growth, water and N dynamics using the EU-Rotate_N model in Mediterranean greenhouses with drip irrigation and fertigation. Agricultural Water Management. v. 132, p. 46-59, 2014.

SOTO, F., THOMPSON, R.B., GRANADOS, M.R., MARTINEZ-GAITAN, C., GALLARDO, M. Simulation of agronomic and nitrate pollution related parameters in vegetable cropping sequences in Mediterranean greenhouses using the EU-Rotate_N model. Agricultural Water Management. v. 199, p. 175-189, 2018.

SUN Y, HU K, FAN Z, WEI Y, LIN S, WANG J. Simulating the fate of nitrogen and optimizing water and nitrogen management of greenhouse tomato in North China using the EU-Rotate_N model. Agricultural Water Management. v. 128, p. 72-84, 2013.

SUÁREZ-REY, E.M., ROMERO-GAMEZ, M., GIMENEZ, C., THOMPSON, R.B., GALLARDO, M. Use of EU-Rotate_N and CropSyst models to predict yield, growth and water and N dynamics of fertigated leafy vegetables in a Mediterranean climate and to determine N fertilizer requirements. Agricultural Systems. v. 149, p. 150-164, 2016.

SUÁREZ-REY E.M., GALLARDO M., ROMERO-GÁMEZ M., GIMÉNEZ C., RUEDA F.J. Sensitivity and uncertainty analysis in agro-hydrological modelling of drip fertigated lettuce crops under Mediterranean conditions. Computers and Electronics in Agriculture. v. 162, p. 630-650, 2019.

TEIXEIRA, C. P.; DONAGEMMA, G. K.; FONTANA, A.; WENCESLAU GERALDES TEIXEIRA, W. G. Manual of methods of soil analysis - 3. ed. rev. and ampl. - Brasília, DF: Embrapa, 2017. 573 p. : il. color. ISBN 978-85-7035-771-7

VOGELER, I.; CLOTHIER, B. E.; GREEN, S. R.; SCOTTER, D. R.; TILLMAN, R. W. Characterizing water and solute movement by TDR and disk permeametry. Soil Science Society of America Journal, v.60, p.5-12, 1996.

WILLMOTT, C. J. On the validation of models. Physical Geography, v.2, p.184-94, 1981.

Downloads

Publicado

2020-12-14

Como Citar

Campos, M. S., Coelho, E. F., Silva Pereira, B. L., Melo, D. M., Pereira da Silva, A. J., & Simões, W. L. (2020). Models to estimate potassium and nitrate in changes of ion concentration in soil solution in banana cultivation. Revista Engenharia Na Agricultura - REVENG, 28(Contínua), 451–459. https://doi.org/10.13083/reveng.v29i1.8851

Edição

Seção

Recursos Hídricos e Ambientais

Artigos mais lidos pelo mesmo(s) autor(es)