ArticleAnnals of botany2020
A functional-structural model of upland rice root systems reveals the importance of laterals and growing root tips for phosphate uptake from wet and dry soils.
Article in Annals of botany, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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13 citing papers in PubMed.
- Quantitative trait locus qLDC5 regulates primary root branching in an auxin-dependent manner.Journal of experimental botany · 2026Article
- Species habitat preferences and root trait variation across 65 temperate perennial forbs.Annals of botany · 2025Article
- Rice cycles between drought and well-watered-adapted phenotypes by changing lateral root formation.Annals of botany · 2025Article
- Root system architecture reorganization under decreasing soil phosphorus lowers root system conductance of Zea mays.Annals of botany · 2025Article
- Novel QTL for Lateral Root Density and Length Improve Phosphorus Uptake in Rice (Oryza sativa L.).Rice (New York, N.Y.) · 2023Article
- Towards modelling emergence in plant systems.Quantitative plant biology · 2023Article
- Integrated root phenotypes for improved rice performance under low nitrogen availability.Plant, cell & environment · 2022Article
- Editorial: Benchmarking 3D-Models of Root Growth, Architecture and Functioning.Frontiers in plant science · 2022Article
- Breeding rice for a changing climate by improving adaptations to water saving technologies.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2022Review
- Response of root development and nutrient uptake of two chinese cultivars of hybrid rice to nitrogen and phosphorus fertilization in Sichuan Province, China.Molecular biology reports · 2021Article
- Mycorrhizal associations change root functionality: a 3D modelling study on competitive interactions between plants for light and nutrients.The New phytologist · 2021Article
- Cost-Benefit Analysis of the Upland-Rice Root Architecture in Relation to Phosphate: 3D Simulations Highlight the Importance of S-Type Lateral Roots for Reducing the Pay-Off Time.Frontiers in plant science · 2021Article
- Two decades of functional-structural plant modelling: now addressing fundamental questions in systems biology and predictive ecology.Annals of botany · 2020Review
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6 authors.
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Abstract
BACKGROUND AND
aimsUpland rice is often grown where water and phosphorus (P) are limited. To better understand the interaction between water and P availability, functional-structural models that mechanistically represent small-scale nutrient gradients and water dynamics in the rhizosphere are needed.
methodsRice was grown in large columns using a P-deficient soil at three P supplies in the topsoil (deficient, sub-optimal and non-limiting) in combination with two water regimes (field capacity vs. drying periods). Root system characteristics, such as nodal root number, lateral types, interbranch distance, root diameters and the distribution of biomass with depth, as well as water and P uptake, were measured. Based on the observed root data, 3-D root systems were reconstructed by calibrating the structural architecure model CRootBox for each scenario. Water flow and P transport in the soil to each of the individual root segments of the generated 3-D root architectures were simulated using a multiscale flow and transport model. Total water and P uptake were then computed by adding up the uptake by all the root segments. KEY
resultsMeasurements showed that root architecture was significantly affected by the treatments. The moist, high P scenario had 2.8 times the root mass, double the number of nodal roots and more S-type laterals than the dry, low P scenario. Likewise, measured plant P uptake increased >3-fold by increasing P and water supply. However, drying periods reduced P uptake at high but not at low P supply. Simulation results adequately predicted P uptake in all scenarios when the Michaelis-Menten constant (Km) was corrected for diffusion limitation. They showed that the key drivers for P uptake are the different types of laterals (i.e. S- and L-type) and growing root tips. The L-type laterals become more important for overall water and P uptake than the S-type laterals in the dry scenarios. This is true across all the P treatments, but the effect is more pronounced as the P availability decreases.
conclusionsThis functional-structural model can predict the function of specific rice roots in terms of P and water uptake under different P and water supplies, when the structure of the root system is known. A future challenge is to predict how the structure root systems responds to nutrient and water availability.
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