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Sökning: L773:9781071616086

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1.
  • Alexandersson, Erik (författare)
  • Computer Vision and Less Complex Image Analyses to Monitor Potato Traits in Fields
  • 2021
  • Ingår i: Solanum tuberosum : Methods and Protocols. - New York, NY : Springer US. - 9781071616086 ; 2354:2354, s. 273-299
  • Bokkapitel (refereegranskat)abstract
    • Field phenotyping of crops has recently gained considerable attention leading to the development of new protocols for recording plant traits of interest. Phenotyping in field conditions can be performed by various cameras, sensors, and imaging platforms. In this chapter, practical aspects as well as advantages and disadvantages of aboveground phenotyping platforms are highlighted with a focus on drone-based imaging and relevant image analysis for field conditions. It includes useful planning tips for experimental design as well as protocols, sources, and tools for image acquisition, preprocessing, feature extraction, and machine learning highlighting the possibilities with computer vision. Several open and free resources are given to speed up data analysis for biologists. This chapter targets professionals and researchers with limited computational background performing or wishing to perform phenotyping of field crops, especially with a drone-based platform. The advice and methods described focus on potato but can mostly be used for field phenotyping of any crops.
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2.
  • Kieu Phuong, Nam, et al. (författare)
  • Potato as a Model for Field Trials with Modified Gene Functions in Research and Translational Experiments
  • 2021
  • Ingår i: Solanum tuberosum : Methods and Protocols. - New York, NY : Springer US. - 9781071616086 ; :2354, s. 111-122
  • Bokkapitel (refereegranskat)abstract
    • Gene technology and editing are not only biotechnological techniques for creating new crop varieties but are also tools for researchers to discover gene functions. Field trial following laboratory experiments is an important step in order to evaluate new functions since many phenotypes, and combinations thereof, are difficult to detect in controlled environments and molecular analyses are nowadays possible to do in the field. Here we describe a standard protocol for creating new potato lines and producing seed tubers for field trials within 1 year.
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  • Resultat 1-2 av 2
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bokkapitel (2)
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refereegranskat (2)
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Alexandersson, Erik (1)
Andreasson, Erik (1)
Lenman, Marit (1)
Kieu Phuong, Nam (1)
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Sveriges Lantbruksuniversitet (2)
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Engelska (2)
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Lantbruksvetenskap (2)
Naturvetenskap (1)
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