Conventional and molecular techniques from simple breeding to speed breeding in crop plants: recent advances and future outlook

S Ahmar, RA Gill, KH Jung, A Faheem… - International journal of …, 2020 - mdpi.com
In most crop breeding programs, the rate of yield increment is insufficient to cope with the
increased food demand caused by a rapidly expanding global population. In plant breeding …

New approaches to improve crop tolerance to biotic and abiotic stresses

M Gonzalez Guzman, F Cellini… - Physiologia …, 2022 - Wiley Online Library
During the last years, a great effort has been dedicated at the development and employment
of diverse approaches for achieving more stress‐tolerant and climate‐flexible crops and …

Predicting plant growth from time-series data using deep learning

R Yasrab, J Zhang, P Smyth, MP Pound - Remote Sensing, 2021 - mdpi.com
Phenotyping involves the quantitative assessment of the anatomical, biochemical, and
physiological plant traits. Natural plant growth cycles can be extremely slow, hindering the …

Resources for image-based high-throughput phenotyping in crops and data sharing challenges

MF Danilevicz, PE Bayer, BJ Nestor… - Plant …, 2021 - academic.oup.com
High-throughput phenotyping (HTP) platforms are capable of monitoring the phenotypic
variation of plants through multiple types of sensors, such as red green and blue (RGB) …

Plant responses to climate change, how global warming may impact on food security: a critical review

M Janni, E Maestri, M Gullì, M Marmiroli… - Frontiers in Plant …, 2024 - frontiersin.org
Global agricultural production must double by 2050 to meet the demands of an increasing
world human population but this challenge is further exacerbated by climate change …

[HTML][HTML] In vivo phenotyping for the early detection of drought stress in tomato

M Janni, N Coppede, M Bettelli, N Briglia… - Plant …, 2019 - spj.science.org
Drought stress imposes a major constraint over a crop yield and can be expected to grow in
importance if the climate change predicted comes about. Improved methods are needed to …

Opportunities and limitations of crop phenotyping in southern European countries

JM Costa, J Marques da Silva, C Pinheiro… - Frontiers in plant …, 2019 - frontiersin.org
The Mediterranean climate is characterized by hot dry summers and frequent droughts.
Mediterranean crops are frequently subjected to high evapotranspiration demands, soil …

Integration of phenomics and metabolomics datasets reveals different mode of action of biostimulants based on protein hydrolysates in Lactuca sativa L. and Solanum …

M Sorrentino, K Panzarová, I Spyroglou… - Frontiers in Plant …, 2022 - frontiersin.org
Plant phenomics is becoming a common tool employed to characterize the mode of action of
biostimulants. A combination of this technique with other omics such as metabolomics can …

A telemetric, gravimetric platform for real-time physiological phenotyping of plant–environment interactions

A Dalal, I Shenhar, R Bourstein, A Mayo… - JoVE (Journal of …, 2020 - jove.com
Food security for the growing global population is a major concern. The data provided by
genomic tools far exceeds the supply of phenotypic data, creating a knowledge gap. To …

Presence and future of plant phenotyping approaches in biostimulant research and development

N De Diego, L Spíchal - Journal of Experimental Botany, 2022 - academic.oup.com
Commercial interest in biostimulants as a tool for sustainable green economics and
agriculture concepts is on a steep rise, being followed by increasing demand to employ …