{"type": "FeatureCollection", "features": [{"id": "10.1101/2025.03.30.646173", "type": "Feature", "geometry": null, "properties": {"license": "Open Access", "updated": "2026-05-30T16:19:10Z", "type": "Journal Article", "created": "2025-08-19", "title": "Deciphering spatiotemporal patterns of rhizodeposition with a functional-structural root model: RhizoDep", "description": "Abstract                                        Background and Aims                     <p>Rhizodeposition, i.e. the release of organic matters by roots, constitutes a significant fraction of the plant carbon (C) budget and plays a key role in plant-soil interactions. However, its spatial and temporal dynamics remain poorly understood.</p>                                                           Methods                     <p>                       We developed                       RhizoDep,                       a new functional-structural root model that simulates 3D root growth, respiration, and rhizodeposition based on C balance and root morphology at the individual root segment level.                     </p>                                                           Results                     <p>Our model successfully reproduced the dynamics of belowground C flows observed in a previous pulse-labelling field experiment on spring wheat. Our simulations revealed that root C exudation largely dominated over mucilage secretion and cap cells sloughing in terms of C release. The spatial distribution of exudation rate along the roots was driven by the preferential unloading of sugars to support root elongation and emergence, and was modulated by the formation of apoplastic barriers. Furthermore, our results demonstrated that, for a given C allocation flow to roots, variations in root hairs or lateral root number had minimal effects on rhizodeposition, whereas changes in root tissue density had a significant impact.</p>                                                           Conclusion                     <p>                       RhizoDep                       offers a new opportunity to explore the dynamics of C exchange at the plant-soil interface and to identify traits and environmental conditions that favor rhizodeposition.                     </p>", "keywords": ["cycle du carbone", "http://aims.fao.org/aos/agrovoc/c_24242", "Mucilage", "mod\u00e8le de simulation", "http://aims.fao.org/aos/agrovoc/c_16034", "enracinement", "bl\u00e9 de printemps", "hexose", "Root hairs", "[SDV.BV] Life Sciences [q-bio]/Vegetal Biology", "http://aims.fao.org/aos/agrovoc/c_11547", "[SDV.SA.SDS] Life Sciences [q-bio]/Agricultural sciences/Soil study", "mucilage", "http://aims.fao.org/aos/agrovoc/c_6651", "http://aims.fao.org/aos/agrovoc/c_32027", "FSPM", "syst\u00e8me racinaire", "ArchiSimple", "Root exudation", "croissance", "Root architecture", "racine", "http://aims.fao.org/aos/agrovoc/c_3394", "http://aims.fao.org/aos/agrovoc/c_7337", "http://aims.fao.org/aos/agrovoc/c_6569", "http://aims.fao.org/aos/agrovoc/c_6649", "http://aims.fao.org/aos/agrovoc/c_17299", "[INFO.INFO-MO] Computer Science [cs]/Modeling and Simulation", "rhizosph\u00e8re", "Cells sloughing"]}, "links": [{"href": "https://doi.org/10.1101/2025.03.30.646173"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/Plant%20and%20Soil", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "10.1101/2025.03.30.646173", "name": "item", "description": "10.1101/2025.03.30.646173", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.1101/2025.03.30.646173"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2025-04-03T00:00:00Z"}}, {"id": "10.3389/fenvs.2018.00032", "type": "Feature", "geometry": null, "properties": {"license": "Open Access", "updated": "2026-05-30T16:21:35Z", "type": "Journal Article", "created": "2018-05-25", "title": "Correlative Visualization of Root Mucilage Degradation Using X-ray CT and MRI", "description": "Root exudates are a crucial component of the rhizosphere. Often, they take a form of a gel exuded by the plant roots and are thought to influence the soil aggregation, root penetration into soil, soil nutrient availability, immobilization of toxic cations, and microbial activity amongst other things. In addition, the capacity of exudates to store water makes the plants potentially less susceptive to drought. Major components of root exudates are high molecular weight organic compounds consisting of predominantly polysaccharides and proteins, which makes it challenging to visualize using current rhizosphere visualization techniques, such as X-ray computed tomography (CT). In this contribution, we use correlative X-ray CT (resolution ~20 \u03bcm) in combination with Magnetic Resonance Imaging (MRI, resolution ~120 \u03bcm) to set up groundwork to enable in situ visualization of mucilage in soil. This multimodal approach is necessary because mucilage density closely matches that of water. We use chia seeds as mucilage analog, because it has been found to have a similar consistency to root mucilage. Moreover, to understand mucilage development in time, a series of samples made by chia seeds placed in different porous media were prepared. Structurally and chemically, mucilage breaks down toward a water-like substance over a course of 2 weeks. Depending on its relative concentration, these changes were found to be less dominant when seeds were mixed in porous media. Having set up the groundwork for correlative imaging of chia seeds in water and an artificial soil (Nafion and sand/beads) this enables us to expand this imaging to deal with plant root exudates under natural conditions.", "keywords": ["2. Zero hunger", "570", "X-ray CT", "chia", "polysaccharides", "04 agricultural and veterinary sciences", "15. Life on land", "630", "6. Clean water", "root-exudate", "Environmental sciences", "1H-MRI", "0401 agriculture", " forestry", " and fisheries", "GE1-350", "mucilage"]}, "links": [{"href": "https://eprints.soton.ac.uk/421014/1/NMRI_imaging_chia_review_final_2_TR_01_05_2018.pdf"}, {"href": "https://eprints.soton.ac.uk/421014/2/fenvs_06_00032.pdf"}, {"href": "https://doi.org/10.3389/fenvs.2018.00032"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/Frontiers%20in%20Environmental%20Science", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "10.3389/fenvs.2018.00032", "name": "item", "description": "10.3389/fenvs.2018.00032", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.3389/fenvs.2018.00032"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2018-05-25T00:00:00Z"}}, {"id": "2801205749", "type": "Feature", "geometry": null, "properties": {"license": "Open Access", "updated": "2026-05-30T16:27:06Z", "type": "Journal Article", "created": "2018-05-25", "title": "Correlative Visualization of Root Mucilage Degradation Using X-ray CT and MRI", "description": "Root exudates are a crucial component of the rhizosphere. Often, they take a form of a gel exuded by the plant roots and are thought to influence the soil aggregation, root penetration into soil, soil nutrient availability, immobilization of toxic cations, and microbial activity amongst other things. In addition, the capacity of exudates to store water makes the plants potentially less susceptive to drought. Major components of root exudates are high molecular weight organic compounds consisting of predominantly polysaccharides and proteins, which makes it challenging to visualize using current rhizosphere visualization techniques, such as X-ray computed tomography (CT). In this contribution, we use correlative X-ray CT (resolution ~20 \u03bcm) in combination with Magnetic Resonance Imaging (MRI, resolution ~120 \u03bcm) to set up groundwork to enable in situ visualization of mucilage in soil. This multimodal approach is necessary because mucilage density closely matches that of water. We use chia seeds as mucilage analog, because it has been found to have a similar consistency to root mucilage. Moreover, to understand mucilage development in time, a series of samples made by chia seeds placed in different porous media were prepared. Structurally and chemically, mucilage breaks down toward a water-like substance over a course of 2 weeks. Depending on its relative concentration, these changes were found to be less dominant when seeds were mixed in porous media. Having set up the groundwork for correlative imaging of chia seeds in water and an artificial soil (Nafion and sand/beads) this enables us to expand this imaging to deal with plant root exudates under natural conditions.", "keywords": ["2. Zero hunger", "570", "X-ray CT", "chia", "polysaccharides", "04 agricultural and veterinary sciences", "15. Life on land", "630", "6. 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