Root anatomy and soil resource capture

JP Lynch, CF Strock, HM Schneider, JS Sidhu, I Ajmera… - Plant and Soil, 2021 - Springer
Background Suboptimal water and nutrient availability are primary constraints in global
agriculture. Root anatomy plays key roles in soil resource acquisition. In this article we …

Lidar sheds new light on plant phenomics for plant breeding and management: Recent advances and future prospects

S Jin, X Sun, F Wu, Y Su, Y Li, S Song, K Xu… - ISPRS Journal of …, 2021 - Elsevier
Plant phenomics is a new avenue for linking plant genomics and environmental studies,
thereby improving plant breeding and management. Remote sensing techniques have …

The use of plant models in deep learning: an application to leaf counting in rosette plants

J Ubbens, M Cieslak, P Prusinkiewicz, I Stavness - Plant methods, 2018 - Springer
Deep learning presents many opportunities for image-based plant phenotyping. Here we
consider the capability of deep convolutional neural networks to perform the leaf counting …

Cell to whole-plant phenotyping: the best is yet to come

S Dhondt, N Wuyts, D Inzé - Trends in plant science, 2013 - cell.com
Imaging and image processing have revolutionized plant phenotyping and are now a major
tool for phenotypic trait measurement. Here we review plant phenotyping systems by …

Root phenotypes for improved nitrogen capture

JP Lynch, T Galindo-Castañeda, HM Schneider… - Plant and Soil, 2024 - Springer
Background Suboptimal nitrogen availability is a primary constraint for crop production in
low-input agroecosystems, while nitrogen fertilization is a primary contributor to the energy …

Functional–structural plant modelling: a new versatile tool in crop science

J Vos, JB Evers, GH Buck-Sorlin… - Journal of …, 2010 - academic.oup.com
Plants react to their environment and to management interventions by adjusting
physiological functions and structure. Functional–structural plant models (FSPM), combine …

Increasing land productivity with agriphotovoltaics: Application to an alfalfa field

S Edouard, D Combes, M Van Iseghem, MNW Tin… - Applied Energy, 2023 - Elsevier
Agriphotovoltaic systems, consisting of the combination of crops and photovoltaic panels
(PVPs) on the same area, have recently emerged as an opportunity to solve the competition …

High‐throughput estimation of incident light, light interception and radiation‐use efficiency of thousands of plants in a phenotyping platform

L Cabrera‐Bosquet, C Fournier, N Brichet… - New …, 2016 - Wiley Online Library
Light interception and radiation‐use efficiency (RUE) are essential components of plant
performance. Their genetic dissections require novel high‐throughput phenotyping …

Modelling root–soil interactions using three–dimensional models of root growth, architecture and function

VM Dunbabin, JA Postma, A Schnepf, L Pagès… - Plant and soil, 2013 - Springer
Background Three–dimensional root architectural models emerged in the late 1980s,
providing an opportunity to conceptualise and investigate that all important part of plants that …

RootNav 2.0: Deep learning for automatic navigation of complex plant root architectures

R Yasrab, JA Atkinson, DM Wells, AP French… - …, 2019 - academic.oup.com
Background In recent years quantitative analysis of root growth has become increasingly
important as a way to explore the influence of abiotic stress such as high temperature and …