Generative adversarial networks (GANs) for image augmentation in agriculture: A systematic review
In agricultural image analysis, optimal model performance is keenly pursued for better
fulfilling visual recognition tasks (eg, image classification, segmentation, object detection …
fulfilling visual recognition tasks (eg, image classification, segmentation, object detection …
The effect of increasing temperature on crop photosynthesis: from enzymes to ecosystems
CE Moore, K Meacham-Hensold… - Journal of …, 2021 - academic.oup.com
As global land surface temperature continues to rise and heatwave events increase in
frequency, duration, and/or intensity, our key food and fuel cropping systems will likely face …
frequency, duration, and/or intensity, our key food and fuel cropping systems will likely face …
Applications of multi-omics technologies for crop improvement
Y Yang, MA Saand, L Huang, WB Abdelaal… - Frontiers in Plant …, 2021 - frontiersin.org
Multiple “omics” approaches have emerged as successful technologies for plant systems
over the last few decades. Advances in next-generation sequencing (NGS) have paved a …
over the last few decades. Advances in next-generation sequencing (NGS) have paved a …
[PDF][PDF] Crop phenomics and high-throughput phenotyping: past decades, current challenges, and future perspectives
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 …
genomics studies have stepped into the big-data and high-throughput era. However …
Monitoring plant diseases and pests through remote sensing technology: A review
Plant diseases and pests endanger agriculture and forestry significantly around the world.
The implementation of non-contact, highly-efficient, and affordable methods for detecting …
The implementation of non-contact, highly-efficient, and affordable methods for detecting …
[HTML][HTML] Convolutional neural networks for image-based high-throughput plant phenotyping: a review
Plant phenotyping has been recognized as a bottleneck for improving the efficiency of
breeding programs, understanding plant-environment interactions, and managing …
breeding programs, understanding plant-environment interactions, and managing …
Translating high-throughput phenotyping into genetic gain
Inability to efficiently implement high-throughput field phenotyping is increasingly perceived
as a key component that limits genetic gain in breeding programs. Field phenotyping must …
as a key component that limits genetic gain in breeding programs. Field phenotyping must …
A review on the practice of big data analysis in agriculture
A Kamilaris, A Kartakoullis… - Computers and electronics …, 2017 - Elsevier
To tackle the increasing challenges of agricultural production, the complex agricultural
ecosystems need to be better understood. This can happen by means of modern digital …
ecosystems need to be better understood. This can happen by means of modern digital …
Emerging technologies in algal biotechnology: toward the establishment of a sustainable, algae-based bioeconomy
Mankind has recognized the value of land plants as renewable sources of food, medicine,
and materials for millennia. Throughout human history, agricultural methods were …
and materials for millennia. Throughout human history, agricultural methods were …
DNA molecular markers in plant breeding: current status and recent advancements in genomic selection and genome editing
With the development of molecular marker technology in the 1980s, the fate of plant
breeding has changed. Different types of molecular markers have been developed and …
breeding has changed. Different types of molecular markers have been developed and …