A review of deep learning in multiscale agricultural sensing

D Wang, W Cao, F Zhang, Z Li, S Xu, X Wu - Remote Sensing, 2022 - mdpi.com
Population growth, climate change, and the worldwide COVID-19 pandemic are imposing
increasing pressure on global agricultural production. The challenge of increasing crop yield …

Current and emerging trends in techniques for plant pathogen detection

M Venbrux, S Crauwels, H Rediers - Frontiers in Plant Science, 2023 - frontiersin.org
Plant pathogenic microorganisms cause substantial yield losses in several economically
important crops, resulting in economic and social adversity. The spread of such plant …

Consequences and Mitigation Strategies of Abiotic Stresses in Wheat (Triticum aestivum L.) under the Changing Climate

A Hossain, M Skalicky, M Brestic, S Maitra… - Agronomy, 2021 - mdpi.com
Wheat is one of the world's most commonly consumed cereal grains. During abiotic stresses,
the physiological and biochemical alterations in the cells reduce growth and development of …

Machine learning for plant breeding and biotechnology

M Niazian, G Niedbała - Agriculture, 2020 - mdpi.com
Classical univariate and multivariate statistics are the most common methods used for data
analysis in plant breeding and biotechnology studies. Evaluation of genetic diversity …

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 …

Inter‐tissue and inter‐organ signaling in drought stress response and phenotyping of drought tolerance

T Kuromori, M Fujita, F Takahashi… - The Plant …, 2022 - Wiley Online Library
Plant response to drought stress includes systems for intracellular regulation of gene
expression and signaling, as well as inter‐tissue and inter‐organ signaling, which helps …

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 …

Integrated approaches for increasing plant yield under salt stress

I Ahmad, G Zhu, G Zhou, MU Younas… - Frontiers in Plant …, 2023 - frontiersin.org
Salt stress affects large cultivated areas worldwide, thus causing remarkable reductions in
plant growth and yield. To reduce the negative effects of salt stress on plant growth and …

Glyphosate separating and sensing for precision agriculture and environmental protection in the era of smart materials

J Mazuryk, K Klepacka, W Kutner… - … Science & Technology, 2023 - ACS Publications
The present article critically and comprehensively reviews the most recent reports on smart
sensors for determining glyphosate (GLP), an active agent of GLP-based herbicides (GBHs) …

Advances in optical phenotyping of cereal crops

D Sun, K Robbins, N Morales, Q Shu, H Cen - Trends in plant science, 2022 - cell.com
Optical sensors and sensing-based phenotyping techniques have become mainstream
approaches in high-throughput phenotyping for improving trait selection and genetic gains …