A review on UAV-based applications for precision agriculture
Emerging technologies such as Internet of Things (IoT) can provide significant potential in
Smart Farming and Precision Agriculture applications, enabling the acquisition of real-time …
Smart Farming and Precision Agriculture applications, enabling the acquisition of real-time …
A physio-morphological trait-based approach for breeding drought tolerant wheat
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 …
negatively influenced the productivity and production of various crops including wheat …
Detection and analysis of wheat spikes using convolutional neural networks
Background Field phenotyping by remote sensing has received increased interest in recent
years with the possibility of achieving high-throughput analysis of crop fields. Along with the …
years with the possibility of achieving high-throughput analysis of crop fields. Along with the …
Accelerating climate resilient plant breeding by applying next-generation artificial intelligence
Breeding crops for high yield and superior adaptability to new and variable climates is
imperative to ensure continued food security, biomass production, and ecosystem services …
imperative to ensure continued food security, biomass production, and ecosystem services …
High-throughput field-phenotyping tools for plant breeding and precision agriculture
A Chawade, J van Ham, H Blomquist, O Bagge… - Agronomy, 2019 - mdpi.com
High-throughput field phenotyping has garnered major attention in recent years leading to
the development of several new protocols for recording various plant traits of interest …
the development of several new protocols for recording various plant traits of interest …
[HTML][HTML] Advanced high-throughput plant phenotyping techniques for genome-wide association studies: A review
Q Xiao, 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 …
regulate important traits is crucial for plant breeding and the development of plant genomics …
Smart farming becomes even smarter with deep learning—a bibliographical analysis
Z Ünal - IEEE access, 2020 - ieeexplore.ieee.org
Smart farming is a new concept that makes agriculture more efficient and effective by using
advanced information technologies. The latest advancements in connectivity, automation …
advanced information technologies. The latest advancements in connectivity, automation …
Combining genomic and phenomic information for predicting grain protein content and grain yield in spring wheat
KS Sandhu, PD Mihalyov, MJ Lewien… - Frontiers in plant …, 2021 - frontiersin.org
Genomics and high throughput phenomics have the potential to revolutionize the field of
wheat (Triticum aestivum L.) breeding. Genomic selection (GS) has been used for predicting …
wheat (Triticum aestivum L.) breeding. Genomic selection (GS) has been used for predicting …
Predicting the chlorophyll content of maize over phenotyping as a proxy for crop health in smallholder farming systems
Smallholder farmers depend on healthy and productive crop yields to sustain their socio-
economic status and ensure livelihood security. Advances in South African precision …
economic status and ensure livelihood security. Advances in South African precision …
A survey of deep learning in agriculture: Techniques and their applications
C Ren, DK Kim, D Jeong - Journal of Information Processing …, 2020 - koreascience.kr
With promising results and enormous capability, deep learning technology has attracted
more and more attention to both theoretical research and applications for a variety of image …
more and more attention to both theoretical research and applications for a variety of image …