Crop phenomics and high-throughput phenotyping: past decades, current challenges, and future perspectives

W Yang, H Feng, X Zhang, J Zhang, JH Doonan… - Molecular plant, 2020 - cell.com
Since whole-genome sequencing of many crops has been achieved, crop functional
genomics studies have stepped into the big-data and high-throughput era. However …

Breeding crops to feed 10 billion

LT Hickey, A N. Hafeez, H Robinson, SA Jackson… - Nature …, 2019 - nature.com
Crop improvements can help us to meet the challenge of feeding a population of 10 billion,
but can we breed better varieties fast enough? Technologies such as genotyping, marker …

Synthetic bacterial community derived from a desert rhizosphere confers salt stress resilience to tomato in the presence of a soil microbiome

L Schmitz, Z Yan, M Schneijderberg, M de Roij… - The ISME …, 2022 - academic.oup.com
The root bacterial microbiome is important for the general health of the plant. Additionally, it
can enhance tolerance to abiotic stresses, exemplified by plant species found in extreme …

Salt tolerance in rice: seedling and reproductive stage QTL mapping come of age

RK Singh, S Kota, TJ Flowers - Theoretical and Applied Genetics, 2021 - Springer
Key message Reproductive stage salinity tolerance is most critical for rice as it determines
the yield under stress. Few studies have been undertaken for this trait as phenotyping was …

Impacts of salinity stress on crop plants: Improving salt tolerance through genetic and molecular dissection

K Atta, S Mondal, S Gorai, AP Singh, A Kumari… - Frontiers in Plant …, 2023 - frontiersin.org
Improper use of water resources in irrigation that contain a significant amount of salts, faulty
agronomic practices such as improper fertilization, climate change etc. are gradually …

A comprehensive review of high throughput phenotyping and machine learning for plant stress phenotyping

T Gill, SK Gill, DK Saini, Y Chopra, JP de Koff… - Phenomics, 2022 - Springer
During the last decade, there has been rapid adoption of ground and aerial platforms with
multiple sensors for phenotyping various biotic and abiotic stresses throughout the …

Salt stress under the scalpel–dissecting the genetics of salt tolerance

MJL Morton, M Awlia, N Al‐Tamimi, S Saade… - The Plant …, 2019 - Wiley Online Library
Salt stress limits the productivity of crops grown under saline conditions, leading to
substantial losses of yield in saline soils and under brackish and saline irrigation. Salt …

Genomics, physiology, and molecular breeding approaches for improving salt tolerance

AM Ismail, T Horie - Annual review of plant biology, 2017 - annualreviews.org
Salt stress reduces land and water productivity and contributes to poverty and food
insecurity. Increased salinization caused by human practices and climate change is …

Early-stage detection of biotic and abiotic stress on plants by chlorophyll fluorescence imaging analysis

J Moustaka, M Moustakas - Biosensors, 2023 - mdpi.com
Most agricultural land, as a result of climate change, experiences severe stress that
significantly reduces agricultural yields. Crop sensing by imaging techniques allows early …

Opportunity and challenges of phenotyping plant salt tolerance

Y Hu, U Schmidhalter - Trends in plant science, 2023 - cell.com
Salinity is a key factor limiting agricultural production worldwide. Recent advances in field
phenotyping have enabled the recording of the environmental history and dynamic …