Correction to: Detection and analysis of wheat spikes using Convolutional Neural Networks
Plant Methods, 2019 In the original publication of this article [1] the authors stated that important resources would be made available online to readers.
Md Mehedi Hasan +3 more
doaj +1 more source
Native grass breeding: Priority needs and strategic approaches
Grassland Research, EarlyView.The key needs and breeding strategies of native grass. Abstract Native grasses possess extensive ecological adaptability, such as cold, drought, and salt tolerance, and tolerance to poor soil conditions. They play a crucial role in ensuring food security and ecological security.
Xueming Dong, Wenxian Liu, Zhipeng Liu
wiley +1 more source
Scientific Reports, 2017 Gut bacteria play a significant role in host insect. This study evaluated detail difference of midgut bacteria in deltamethrin-resistant, deltamethrin-susceptible and field-caught populations of diamondback moth, and studied phenomics of the predominant ...
Wenhong Li +3 more
doaj +1 more source
Detection and analysis of wheat spikes using Convolutional Neural Networks
Plant Methods, 2018 Background Field phenotyping by remote sensing has received increased interest in recent years with the possibility of achieving high-throughput analysis of crop fields.
Md Mehedi Hasan +3 more
doaj +1 more source
Leaf Counting with Deep Convolutional and Deconvolutional Networks
, 2017 In this paper, we investigate the problem of counting rosette leaves from an RGB image, an important task in plant phenotyping. We propose a data-driven approach for this task generalized over different plant species and imaging setups.
Aich, Shubhra, Stavness, Ian
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Combining computer vision and deep learning to enable ultra-scale aerial phenotyping and precision agriculture: A case study of lettuce production:AirSurf-Lettuce [PDF]
, 2019 Aerial imagery is regularly used by crop researchers, growers and farmers to monitor crops during the growing season. To extract meaningful information from large-scale aerial images collected from the field, high-throughput phenotypic analysis solutions
Applegate, Christopher +8 more
core +2 more sources
Breeding for multi‐stress resilience in crops: Myth or possibility?
PLANTS, PEOPLE, PLANET, EarlyView.Climate change threatens millions of farmers worldwide by exposing crops to multiple concurrent or sequential environmental stresses such as drought, heat, waterlogging, and diseases. Although crops have long been selected under naturally occurring multi‐stress conditions, breeding pipelines largely focus on optimal or single‐stress environments ...
Hamid Khazaei +2 more
wiley +1 more source
Non-destructive, high-content analysis of wheat grain traits using X-ray micro computed tomography
Plant Methods, 2017 Background Wheat is one of the most widely grown crop in temperate climates for food and animal feed. In order to meet the demands of the predicted population increase in an ever-changing climate, wheat production needs to dramatically increase.
Nathan Hughes +7 more
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Crop Seed Phenomics: Focus on Non-Destructive Functional Trait Phenotyping Methods and Applications
Plants, 2023 Seeds play a critical role in ensuring food security for the earth’s 8 billion people. There is great biodiversity in plant seed content traits worldwide.
Gokhan Hacisalihoglu, Paul Armstrong
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What is cost-efficient phenotyping? Optimizing costs for different scenarios [PDF]
, 2019 Progress in remote sensing and robotic technologies decreases the hardware costs of phenotyping. Here, we first review cost-effective imaging devices and environmental sensors, and present a trade-off between investment and manpower costs.
Aakash Chawade +84 more
core +3 more sources