Cyber-agricultural systems for crop breeding and sustainable production

S Sarkar, B Ganapathysubramanian, A Singh… - Trends in Plant …, 2024 - cell.com
The cyber-agricultural system (CAS) represents an overarching framework of agriculture that
leverages recent advances in ubiquitous sensing, artificial intelligence, smart actuators, and …

Root system architecture in cereals: progress, challenges and perspective

S Maqbool, MA Hassan, X Xia, LM York… - The Plant …, 2022 - Wiley Online Library
Roots are essential multifunctional plant organs involved in water and nutrient uptake,
metabolite storage, anchorage, mechanical support, and interaction with the soil …

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 …

Current techniques to study beneficial plant-microbe interactions

E Gamalero, E Bona, BR Glick - Microorganisms, 2022 - mdpi.com
Many different experimental approaches have been applied to elaborate and study the
beneficial interactions between soil bacteria and plants. Some of these methods focus on …

RootPainter: deep learning segmentation of biological images with corrective annotation

AG Smith, E Han, J Petersen, NAF Olsen… - New …, 2022 - Wiley Online Library
Convolutional neural networks (CNNs) are a powerful tool for plant image analysis, but
challenges remain in making them more accessible to researchers without a machine …

Optimisation of root traits to provide enhanced ecosystem services in agricultural systems: A focus on cover crops

M Griffiths, BM Delory, V Jawahir… - Plant, Cell & …, 2022 - Wiley Online Library
Roots are the interface between the plant and the soil and play a central role in multiple
ecosystem processes. With intensification of agricultural practices, rhizosphere processes …

[HTML][HTML] Fertiliser supplementation with a biostimulant complex of fish hydrolysate, Aloe vera extract, and kelp alters cannabis root architecture to enhance nutrient …

K Wise, J Selby-Pham, X Chai, T Simovich, S Gupta… - Scientia …, 2024 - Elsevier
Biostimulants are non-nutritive fertiliser additives which have demonstrated improvements to
growth outputs of various agricultural crops. As a result, they have gained attention as …

Recent advances in methods for in situ root phenotyping

A Li, L Zhu, W Xu, L Liu, G Teng - PeerJ, 2022 - peerj.com
Roots assist plants in absorbing water and nutrients from soil. Thus, they are vital to the
survival of nearly all land plants, considering that plants cannot move to seek optimal …

Cover crop influence on pore size distribution and biopore dynamics: Enumerating root and soil faunal effects

M Lucas, LTT Nguyen, A Guber… - Frontiers in Plant …, 2022 - frontiersin.org
Pore structure is a key determinant of soil functioning, and both root growth and activity of
soil fauna are modified by and interact with pore structure in multiple ways. Cover cropping …

Silicon improves root system and canopy physiology in wheat under drought stress

W Ashfaq, G Brodie, S Fuentes, A Pang, D Gupta - Plant and Soil, 2024 - Springer
Aims Root system is an important regulator for unevenly distributed below-ground resource
acquisition. In a rainfed cropping environment, drought stress (DS) significantly restricts root …