sensor based phenotyping for grapevine breeding and
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Sensor based phenotyping for grapevine breeding and genetic analyses Reinhard Tpfer, Rudolf Eibach, Oliver Trapp, Katja Herzog, Florian Rist, Robert Richter, Eva Zyprian, Anna Kicherer cv. Calardis Blanc Institute for Grapevine Breeding


  1. Sensor based phenotyping for grapevine breeding and genetic analyses Reinhard Töpfer, Rudolf Eibach, Oliver Trapp, Katja Herzog, Florian Rist, Robert Richter, Eva Zyprian, Anna Kicherer cv. Calardis Blanc Institute for Grapevine Breeding Geilweilerhof www.jki.bund.de

  2. downy mildew powdery mildew

  3. ✝ ✮ ✬ ✞ ✌ ✑ ☛ ✌ ✖ ✡ ✤ ✣ ✆ ✣ ✥ ✩ ✣ ✣ ✥ ✑ ✂ ✖ ✡ ✠ ✡ ☛ ✂ ✚ � ✍ ✫ ✛ ✺ ✥ ✁ ✌ ✟ ✑ ✑ ✂ ☛ ✳ ✧ ✑ ✂ ✑ ★ ☛ ✤ ✓ ☛ ★ ✟ ✠ ✆ ✡ ✬ ✞ ✌ ✑ ✌ ✂ ✖ ✡ ✤ ✥ ✢ ✣ ✥ ✺ ✣ ✣ ✑ ✑ ✞ ✫ ✌ ✑ ☛ ✌ ✖ ✡ ✤ ❋ ✍ ✛ ✧ ✜ ✥ ✁ ☛ ✌ ✑ ✑ ✂ ☛ ✳ ✑ ✂ ✑ ☎ ✛ ✩ ✛ ✁ ☛ ✂ ✝ ✝ ✌ ✑ ✍ ✡ ✻ ✤ ✧ ☛ ✂ ✝ ✂ ❏ ✫ ✭ ✢ ✣ ✝ ✌ ☎ ✑ ✡ ✻ ✤ ✦ ✣ ✥ ■ ✱ ✣ ✣ ✥ ✂ ☛ ★ ✌ ✝ ✝ ✣ ✣ ✢ ✡ ✞ ✬ ✧ ✡ ☛ ✌ ✠ ✌ ✬ ☞ ❍ ☛ ✡ ● ✦ ✦ ✦ ✢ ✪ ✦ ✦ ✄ ✡ ✥ ■ ✪ ✣ ✣ ✥ ✞ ✑ ✌ ☎ ☎ ✍ ✆ ✍ ✫ ✩ ✺ ✛ ✁ ✞ ✑ ✌ ☛ ✥ ✂ ✂ ✞ ✲ ✞ ✑ ✌ ☛ ✆ ✡ ❍ ✄ ✬ ✥ ✧ ✡ ☛ ✌ ✠ ✌ ✬ ✡ ☞ ✳ ✩ ✡ ✥ ✌ ✘ ✩ ✣ ✣ ✥ ✢ ✣ ✣ ✕ ✛ ✟ ☛ ✡ ✝ ✂ ✬ ❆ � ✫ ✫ ☛ ● ✾ ✓ � ✫ ✫ ✛ ✩ ✥ ✁ ☛ ✌ ✝ ✳ ✌ ✎ ✑ ☛ ✂ ✗ ✧ ✕ ✟ ☛ ❂ ☛ ✯ ✦ ✧ ★ ✑ ✟ ✝ ✾ ☛ ✌ ✘ ✦ ✂ ✦ ✢ ✪ ✦ ✦ ✢ ☛ ✌ ✑ ✑ ☛ ✝ ☛ ✤ ✡ ✬ ✞ ✌ ✑ ☛ ✌ ✖ ✡ ✛ ✠ ✢ ✣ ✥ ✥ ✢ ✣ ✥ ✕ ✟ ✆ ✟ ❅ ✳ ✡ ✳ ❊ � ✫ ✫ ✥ ✛ ✥ ☛ ★ ✌ ✑ ✑ ✂ ☛ ✳ ✧ ✑ ✂ ✑ ☛ ☛ ✟ ✠ ✡ ❇ ✕ ✆ ✘ ✧ ✡ ☛ ✌ ✌ ❉ ✬ ✡ ☞ ☛ ✡ ● ✯ ✧ ★ ✑ ✞ ✞ ✌ � ✟ ✑ ★ ✟ ✠ ✆ ✂ ✬ ❈ ✫ ✞ ✫ ✺ ✛ ✛ ✳ ✲ ✝ ✌ ✑ ✂ ✝ ☛ ✁ ✪ ✻ ✏ ✡ ✬ ❊ ✍ ✫ ✛ ✺ ✳ ☛ ☛ ✌ ✕ ✝ ✌ ✎ ✑ ✌ ☛ ✟ ✡ ▲ ✖ ☞ ✌ ✬ ✧ ☛ ✌ ★ ☛ ✆ ✕ ✢ ✑ ☛ ■ ✩ ✣ ✣ ✥ ✦ ✦ ✦ ✻ ✧ ✌ ☛ ✍ ✫ ✩ ✩ ✩ ✳ ✲ ✕ ✟ ★ ✙ ✞ ✂ ✑ ✟ ✙ ✧ ★ ✑ ✟ ✝ ❈ ☛ ✝ ✦ ✡ ✑ ☛ ✌ ✖ ✟ ✽ ✦ ✦ ✢ ✟ ✪ ✦ ✦ ✢ ✝ ✡ ✏ ✟ ✾ ✑ ✠ ✿ ✌ ☛ ✆ ✖ ✟ ✌ ☛ ❑ ✧ ✞ ✂ ❇ ★ ☎ ✌ ✗ ✯ ✧ ✲ ✌ ✖ ✌ ☛ ✺ ✓ ✞ ✄ ✞ ✄ ✑ ✄ ✞ ✄ ✑ ✄ ✄ ✮ ✑ ✩ ✩ ✥ ✁ ✲ ✩ ✺ ✜ ✦ ☛ ✝ ✟ ✱ ✕ ✂ ☛ ✟ ✙ ❋ ✭ ✫ ✩ ✪ ✥ ✳ ✥ ✪ ✜ ✢ ✓ ☛ ✡ ✝ ✝ ✂ ✣ ✂ ★ ☛ ✌ ✽ ✧ ☛ ✌ ✕ ✌ ✟ ✆ ✣ ✞ ☛ ✂ ✙ ✯ ✣ ✢ ✣ ✥ ✺ ✕ ✟ ✚ ✂ ✚ ✼ ✍ ✫ ✩ ✛ ✛ ✁ ☛ ✝ ✖ ✝ ✌ ☎ ✑ ✡ ✻ ✤ ✧ ✲ ✌ ✌ ✌ ✚ ✔ ✟ ❍ ✧ ✞ ✑ ✌ ★ ✌ ✢ ☛ ✢ ✣ ✥ ✩ ✣ ✣ ✥ ☛ ✌ ★ ☛ ✑ ✌ ✳ ✱ ✣ ✣ ✥ ✂ ☛ ✌ ✝ ✂ ✴ ✣ ✍ ✫ ✛ ✛ ✛ ✁ ✂ ✓ ✑ ✂ ✥ ✣ ✟ ✚ ✌ ✞ ✕ ✑ ✌ ✻ ☎ ✟ ✌ ✧ ✮ ☛ ✌ ★ ☛ ✌ ✖ ✞ ✂ ✚ ✯ ✖ ☛ ✚ ✘ ✦ ✢ ★ ✑ ✟ ✝ ✾ ☛ ✌ ❆ ✺ ✍ ✫ ✛ ✺ ✱ ✳ ✥ ❑ ✲ ★ ✦ ✢ ✟ ✡ ✯ ✧ ✱ ✪ ✥ ✜ ✺ ✓ ☛ ✝ ✦ ✝ ✟ ✿ ✌ ✠ ☞ ✌ ✬ ✺ ✦ ✑ ✝ ★ ✖ ✪ ✦ ✦ ✢ ✝ ✡ ✑ ☛ ✌ ✟ ✦ ✽ ❂ ✍ ✫ ✺ ✩ ✺ ✁ ☛ ✌ ✢ ✦ ✕ ❃ ✌ ✟ ✚ ☛ ✌ ✕ ✕ ✟ ✌ ✧ ✦ ☛ ✂ ✝ ✌ ☎ ✑ ✡ ✻ ✤ ✯ ✡ ✧ ✂ ✼ ✣ ✣ ✥ ✕ ✂ ✟ ✝ ✌ ✽ ✫ ✥ ✫ ✩ ✛ ✛ ✁ ✑ ✟ ☎ ☛ ✩ ✣ ✂ ✬ ✡ ✝ ✝ ✟ ✿ ✌ ✠ ☞ ✌ ✯ ✣ ✧ ★ ✑ ✟ ✝ ✾ ☛ ✌ ✘ ✺ ✆ ✖ ✓ ✂ ✫ ✛ ✛ ✥ ✁ ☛ ✌ ✑ ✑ ☛ ✴ ✳ ✧ ✲ ☛ ✟ ✂ ✁ ✞ ✂ ✑ ✫ ✵ ✔ ✺ ✡ ✻ ✤ ✧ ✡ ✑ ✡ ✟ ✗ ✦ ✶ ✦ ✢ ✩ ✦ ✦ ✢ ✹ ✸ ✶ ✷ ☛ ✢ ✙ ✯ ✝ ✝ ✟ ✿ ✌ ✠ ☞ ✌ ✬ ✧ ☛ ★ ✑ ✟ ✝ ✕ ✌ ✟ ✚ ☛ ✡ ✓ ✕ ✞ ❄ ✟ ✌ ❃ ✧ ✕ ☛ ✟ ★ ✂ ✢ ✑ ✟ ✙ ✯ ✧ ✢ ✮ ✩ ✜ ✥ ✌ ✕ ✥ ❁ ✛ ✳ ✲ ✆ ✡ ★ ☛ ✆ ✻ ☛ ✩ ✌ ✝ ✝ ❀ ✘ ✧ ✢ ✮ ✩ ✜ ✛ ✫ ✟ ✢ ✌ ❃ ✢ ✣ ✣ ✥ ✪ ✦ ✦ ☛ ✫ ✌ ✞ ✟ ✑ ✑ ✡ ✻ ✂ ✰ ❂ ✟ ✧ ✬ ✞ ✛ ✠ ✏ ✚ ✕ ✟ ✞ ☞ ☛ ✂ ✢ ✖ ✘ ✙ ✘ ✗ ☛ ✂ ✝ ✂ ✜ ✚ ☞ ✡ ✥ ✦ ✣ ✣ ✥ ✂ ☛ ✓ ✑ ✝ ✏ ✡ ✤ � ✛ ✑ ✌ ✚ ✣ ✢ ✠ ☎ ☛ ✢ ✌ ✌ ✞ ✂ ☛ ✏ ✎ ✂ ☛ ✡ ☞ ✞ ☛ ✡ ✠ ✟ ✞ ✝ ✆ ☎ ✄ ✂ ☎ ✟ ☛ ✏ ✌ ☛ ✖ ✕ ✞ ✑ ✌ ☛ ✡ ✑ ✂ ✂ ✟ ✕ ✕ ✟ ✔ ✓ ✡ ✒ ✑ ✣ ✢ ✱ ✛ ✥ ☛ ✂ ✟ ☛ ✙ ✭ ✫ ✫ ✛ ✣ ✥ ✁ ✞ ✑ ✌ ★ ✌ ✚ ✧ ✑ ✣ ✩ ✑ ✬ ✢ ✜ ✩ ✛ ✥ ✌ ✠ ☞ ✌ ✕ ✥ ✌ ✑ ✑ ✡ ✂ ✰ ✯ ✮ ✣ ✣ ✂ ★ ✗ ✞ ✟ ✙ ✍ ✫ ✫ ✪ ✩ ✛ ✁ ✑ ✂ ✌ ★ ✌ ✚ ✧ ✡ ✑ ✟ ✔ ✂ ✑ ✞ ✟ ✖ ✠ ✆ ✡ ✬ ✞ ✌ ✑ ☛ ✌ ✡ ✟ ✤ ✩ ✢ ✣ ✥ ✪ ✣ ✣ ✥ ✑ ✌ ☛ ❅ ✑ ✭ � ✫ ✫ ✺ ✩ ✥ ✳ ☎ ✡ ✡ ✝ ✳ ✝ ✡ ✓ ✟ ✿ ✧ ✕ ✤ ✖ ✟ ✣ ✌ ✖ ✡ ✤ ✮ ✣ ✣ ✥ ✩ ✣ ✌ ✥ ✝ ✂ ☛ ✡ ✤ ✞ ✌ ✑ ☛ ✆ ☛ ✑ ✝ ☎ ✑ ✡ ✝ ✳ ✓ ☛ ✡ ✝ ✟ ✥ ✿ ✧ ✕ ✆ ✻ ☎ ☎ ✡ ✳ ✩ ✳ ✺ ✟ ✕ ✬ ✢ ✢ ✣ ✥ ✩ ✣ ✣ ✥ ✟ ✺ ☛ ✡ ✝ ✝ ✟ ✿ ✍ � ✫ ✫ ☛ ✌ ✦ ★ ☛ ✡ ✝ ✂ ✬ ✧ ✑ ✂ ✑ ✟ ✕ ✠ ✆ ✡ ✬ ✞ ✌ ✑ ☛ ✌ ✟ ✁ ✡ ☎ ✮ ✣ ✣ ✥ ✩ ✣ ✣ ✥ ✻ ☛ ✥ ✡ ✑ ✂ ✘ ✼ � ✫ ✫ ✩ ✛ ✖ ✤ ✞ ✂ ✱ ✛ ✥ ✁ ✕ ✟ ☛ ✡ ✝ ✬ ✫ ✧ ✑ ✂ ✑ ★ ✟ ✠ ✆ ✡ ✬ ✫ � ✮ ✞ ✣ ✣ ✥ ✩ ✣ ✣ ✥ ✕ ✟ ☛ ✴ ✂ ✤ ✞ ✌ ✑ ☛ ✌ ✖ ✡ ✤ ✦ ✢ ✩ ✫ ✦ ✦ ✢ ✑ ✂ ✟ ☛ ❉ ❈ ✫ ✢ ✩ ✛ ✥ ✳ ☛ ✌ ✝ ✝ ✌ ✩ ✦ ✡ ✝ ✳ ☎ ✑ ✡ ✝ ✳ ✓ ☛ ✡ ✝ ✦ ✟ ✿ ✧ ✡ ✔ ✟ ✞ ✏ ❉ ✩ ✞ ❇ ✺ ✫ ✟ ☛ ✡ ☎ ✕ ✆ ✘ ❆ ✫ ✩ ✥ ✛ ✥ ✳ ✲ ✝ ✌ ✓ ✌ ✞ ✆ ✕ ✣ ✕ ✕ ✆ ✘ ☛ ✌ ✖ ✝ ✌ ❅ ✧ ✟ ✢ ☛ ✡ ✝ ✂ ✬ ✛ ✢ ✣ ✥ ✥ ✥ ✺ ✫ ☎ ✡ ✝ ✝ ✟ ✿ ✧ ✕ ✆ ✻ ☎ ✓ ✡ ✳ ✺ ✦ ✦ ✢ ✺ ✦ ✦ ✢ ☛ ✳ ✆ ✬ ✦ ✦ ✢ ☛ ✌ ✎ ✆ ✡ ✞ � ✝ � ✫ ✫ ✩ ✺ ✥ ✳ ☎ ✑ ✡ ✕ ✟ ✕ ✥ ✻ ☎ ☎ ✡ ✳ ✥ ✦ ✦ ✢ ✦ ☛ ✦ ✢ ✧ ✟ ✑ ✌ ✂ ✻ ✙ ✆ ✧ ✫ ✳ ✟ ✬ ❋ � ✫ ✫ ✱ ✩ ✥ ☎ ✿ ✑ ✡ ✝ ✳ ✓ ☛ ✡ ✝ ✝ ✟ ❊ www.jki.bund.de Cultivars found in the German variety list (2015) Plants are cultivated with reduced fungicide application

  4. Durability of resistances Plasmopara viticola (downy mildew) 6 dpi Peressotti et al.(2010) BMC Plant Biol. 10: 147 www.jki.bund.de

  5. Durability of resistances – Classical Boom-and-Bust Cycle www.jki.bund.de (nach: Mundt et al. 2014, modifiziert; Originaldaten von Browning und Frey 1969)

  6. Durability of resistances – Classical Boom-and-Bust Cycle www.jki.bund.de (Form: Mundt et al. 2014, modified; original data from Browning and Frey 1969)

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