Towards leveraging the role of machine learning and artificial intelligence in precision agriculture and smart farming

TA Shaikh, T Rasool, FR Lone - Computers and Electronics in Agriculture, 2022 - Elsevier
The digitalization of data has resulted in a data tsunami in practically every industry of data-
driven enterprise. Furthermore, man-to-machine (M2M) digital data handling has …

Crop phenomics and high-throughput phenoty**: 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 …

Artificial intelligence in plant breeding

MA Farooq, S Gao, MA Hassan, Z Huang, A Rasheed… - Trends in Genetics, 2024 - cell.com
Harnessing cutting-edge technologies to enhance crop productivity is a pivotal goal in
modern plant breeding. Artificial intelligence (AI) is renowned for its prowess in big data …

Machine learning for smart agriculture and precision farming: towards making the fields talk

TA Shaikh, WA Mir, T Rasool, S Sofi - Archives of Computational Methods …, 2022 - Springer
In almost every sector, data-driven business, the digitization of the data has generated a
data tsunami. In addition, man-to-machine digital data handling has magnified the …

A review of computer vision technologies for plant phenoty**

Z Li, R Guo, M Li, Y Chen, G Li - Computers and Electronics in Agriculture, 2020 - Elsevier
Plant phenotype plays an important role in genetics, botany, and agronomy, while the
currently popular methods for phenotypic trait measurement have some limitations in …

Nanobiotechnology approaches for engineering smart plant sensors

JP Giraldo, H Wu, GM Newkirk, S Kruss - Nature nanotechnology, 2019 - nature.com
Nanobiotechnology has the potential to enable smart plant sensors that communicate with
and actuate electronic devices for improving plant productivity, optimize and automate water …

Internet of things‐enabled food and plant sensors to empower sustainability

M Ataei Kachouei, A Kaushik… - Advanced Intelligent …, 2023 - Wiley Online Library
To promote sustainability, this review explores: 1) the utilization of affordable high‐
performance sensors that can enhance food safety and quality, plant growth, and disease …

An overview of current and potential applications of thermal remote sensing in precision agriculture

S Khanal, J Fulton, S Shearer - Computers and electronics in agriculture, 2017 - Elsevier
Precision agriculture (PA) utilizes tools and technologies to identify in-field soil and crop
variability for improving farming practices and optimizing agronomic inputs. Traditionally …

[HTML][HTML] Advanced high-throughput plant phenoty** techniques for genome-wide association studies: A review

Q **ao, X Bai, C Zhang, Y He - Journal of advanced research, 2022 - Elsevier
Background Linking phenotypes and genotypes to identify genetic architectures that
regulate important traits is crucial for plant breeding and the development of plant genomics …

A physio-morphological trait-based approach for breeding drought tolerant wheat

K Khadka, HJ Earl, MN Raizada, A Navabi - Frontiers in plant science, 2020 - frontiersin.org
In the past, there have been drought events in different parts of the world, which have
negatively influenced the productivity and production of various crops including wheat …