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WSRD-Net: A Convolutional Neural Network-Based Arbitrary-Oriented Wheat Stripe Rust Detection Method [PDF]

open access: yesFrontiers in Plant Science, 2022
Wheat stripe rusts are responsible for the major reduction in production and economic losses in the wheat industry. Thus, accurate detection of wheat stripe rust is critical to improving wheat quality and the agricultural economy. At present, the results
Haiyun Liu   +12 more
doaj   +2 more sources

Severity assessment of wheat stripe rust based on machine learning. [PDF]

open access: yesFront Plant Sci, 2023
IntroductionThe accurate severity assessment of wheat stripe rust is the basis for the pathogen-host interaction phenotyping, disease prediction, and disease control measure making.MethodsTo realize the rapid and accurate severity assessment of the disease, the severity assessment methods of the disease were investigated based on machine learning in ...
Jiang Q, Wang H, Wang H.
europepmc   +4 more sources

Evaluation of resistance and molecular detection of resistance genes to wheat stripe rust of 82 wheat cultivars in Xinjiang, China [PDF]

open access: yesScientific Reports
Wheat stripe rust is a fungal disease caused by Puccinia striiformis f. sp. tritici. The outbreak of wheat stripe rust will have a great impact on wheat production in Xinjiang, China.
Minghao Zhang   +8 more
doaj   +2 more sources

Wheat Stripe Rust Grading by Deep Learning With Attention Mechanism and Images From Mobile Devices [PDF]

open access: yesFrontiers in Plant Science, 2020
Wheat stripe rust is one of the main wheat diseases worldwide, which has significantly adverse effects on wheat yield and quality, posing serious threats on food security.
Zhiwen Mi   +10 more
doaj   +2 more sources

Integrated biocontrol strategies using indigenous fungal endophytes Aspergillus fumigatus and Curvularia lunata against wheat stripe rust [PDF]

open access: yesFrontiers in Microbiology
BackgroundWheat stripe rust, caused by Puccinia striiformis f. sp. tritici (Pst), is a major pathogenic threat, particularly in regions with favorable moist conditions during the growing season, resulting in significant commercial losses.
Salman Khan   +9 more
doaj   +2 more sources

An ankyrin-repeat and WRKY-domain-containing immune receptor confers stripe rust resistance in wheat

open access: yesNature Communications, 2020
Wheat stripe rust is a major disease of wheat caused by a fungal pathogen. Here the authors report the map-based cloning of YrU1, a stripe rust resistance gene from Triticum urartu, a diploid progenitor of common wheat, and show it encodes a NLR protein ...
Huan Wang, Yiwen Li, Fanyun Lin
exaly   +2 more sources

Identification of a novel stripe rust resistance gene from the European winter wheat cultivar ‘Acienda’: A step towards rust proofing wheat cultivation

open access: yesPLoS ONE, 2022
All stage resistance to stripe rust races prevalent in India was investigated in the European winter wheat cultivar ‘Acienda’. In order to dissect the genetic basis of the resistance, a backcross population was developed between ‘Acienda’ and the stripe ...
Gomti Grover   +10 more
doaj   +2 more sources

Research on the Method of Identifying the Severity of Wheat Stripe Rust Based on Machine Vision

open access: yesAgriculture, 2023
Wheat stripe rust poses a serious threat to the quality and yield of wheat crops. Typically, the occurrence data of wheat stripe rust is characterized by small sample sizes, and the current research on severity identification lacks high-precision methods
Ruonan Gao   +3 more
doaj   +1 more source

Dynamic Analysis of Regional Wheat Stripe Rust Environmental Suitability in China

open access: yesRemote Sensing, 2023
Stripe rust is one of the most destructive wheat diseases in China, negatively affecting the production safety and causing yield losses of wheat. Thus, it is important to analyze the environmental suitability and dynamic changes of wheat stripe rust in ...
Linsheng Huang   +7 more
doaj   +1 more source

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