Mechanistic framework to link root growth models with weather and soil physical properties, including example applications to soybean growth in Brazil

被引:46
|
作者
de Moraes, Moacir Tuzzin [1 ]
Bengough, A. Glyn [2 ,3 ]
Debiasi, Henrique [4 ]
Franchini, Julio Cezar [4 ]
Levien, Renato [1 ]
Schnepf, Andrea [5 ]
Leitner, Daniel [6 ]
机构
[1] Univ Fed Rio Grande do Sul, BR-90410003 Porto Alegre, RS, Brazil
[2] James Hutton Inst, Dundee DD2 5DA, Scotland
[3] Univ Dundee, Sch Sci & Engn, Dundee DD1 4HN, Scotland
[4] Embrapa Soja, POB 231, BR-86001970 Londrina, PR, Brazil
[5] Forschungszentrum Juelich GmbH, Inst Bio & Geosci, IBG Algosphere 3, D-52425 Julich, Germany
[6] Simulat Werkstatt, Ortmayrstr 20, A-4060 Leonding, Austria
关键词
Crop model; Root growth model; Soil compaction; Soil strength; Crop yield; ELONGATION RATES; PENETRATION RESISTANCE; HYDRAULIC CONDUCTIVITY; SUBTROPICAL REGION; WATER-STRESS; CROP; STRENGTH; ARCHITECTURE; MAIZE; SIMULATION;
D O I
10.1007/s11104-018-3656-z
中图分类号
S3 [农学(农艺学)];
学科分类号
0901 ;
摘要
Root elongation is generally limited by a combination of mechanical impedance and water stress in most arable soils. However, dynamic changes of soil penetration resistance with soil water content are rarely included in models for predicting root growth. Better modelling frameworks are needed to understand root growth interactions between plant genotype, soil management, and climate. Aim of paper is to describe a new model of root elongation in relation to soil physical characteristics like penetration resistance, matric potential, and hypoxia. A new diagrammatic framework is proposed to illustrate the interaction between root elongation, soil management, and climatic conditions. The new model was written in MatlabA (R), using the root architecture model RootBox and a model that solves the 1D Richards equations for water flux in soil. Inputs: root architectural parameters for Soybean; soil hydraulic properties; root water uptake function in relation to matric flux potential; root elongation rate as a function of soil physical characteristics. Simulation scenarios: (a) compact soil layer at 16 to 20 cm; (b) test against a field experiment in Brazil during contrasting drought and normal rainfall seasons. (a) Soil compaction substantially slowed root growth into and below the compact layer. (b) Simulated root length density was very similar to field measurements, which was influenced greatly by drought. The main factor slowing root elongation in the simulations was evaluated using a stress reduction function. The proposed framework offers a way to explore the interaction between soil physical properties, weather and root growth. It may be applied to most root elongation models, and offers the potential to evaluate likely factors limiting root growth in different soils and tillage regimes.
引用
收藏
页码:67 / 92
页数:26
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