Phenotyping Use Cases

DISCOVER TRAITS ASSESSMENTS THAT DRIVES DECISONS FOR AG RESEARCH

Image analysis solutions uses well vetted algorithmsΒ andΒ AI-powered deep learning modules to calculate an ever growing range of traits as plant phenotyping applications are constantly increasing. Discover below a plant phenotyping portfolio of uses cases to dive deeper into crop assessment for agricultural research.

Can we spot outliers among your microplots to eliminate any defects?

πƒπ„π“π„π‚π“πˆππ† πŽπ”π“π‹πˆπ„π‘π’ π€π‚π‘πŽπ’π’ π•π€π‘πˆπŽπ”π’ π…πˆπ„π‹πƒ π“π‘πˆπ€π‹π’ π“πŽ π“π€πŠπ„ 𝐁𝐄𝐓𝐓𝐄𝐑 πƒπ„π‚πˆπ’πˆπŽππ’ πŸ‘‰ When you are making several field experiments at the...

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Can we measure digital biomass?

ππ‘π„π‚πˆπ’π„π‹π˜ π„π’π“πˆπŒπ€π“π„ πƒπˆπ†πˆπ“π€π‹ ππˆπŽπŒπ€π’π’ π”π’πˆππ† πŸ‘πƒ πˆπŒπ€π†π„π‘π˜ πŸ‘‰ Measuring plant height is a time-consuming and tedious job that is from...

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Can we measure plant height heterogeneity?

𝐏𝐋𝐀𝐍𝐓 π‡π„πˆπ†π‡π“ π‡π„π“π„π‘πŽπ†π„ππ„πˆπ“π˜ π€π’π’π„π’π’πŒπ„ππ“ 𝐀𝐓 𝐓𝐇𝐄 π‚π€ππŽππ˜ 𝐋𝐄𝐕𝐄𝐋 πŸ‘‰ When doing field trial experiments, you might want to estimate precisely...

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Can we measure water stress and water use efficiency to support drought tolerance research?

πŒπ„π€π’π”π‘πˆππ† 𝐖𝐀𝐓𝐄𝐑 𝐒𝐓𝐑𝐄𝐒𝐒 𝐀𝐍𝐃 𝐖𝐀𝐓𝐄𝐑 𝐔𝐒𝐄 π„π…π…πˆπ‚πˆπ„ππ‚π˜ π“πŽ π’π”πππŽπ‘π“ πƒπ‘πŽπ”π†π‡π“ π“πŽπ‹π„π‘π€ππ‚π„ 𝐑𝐄𝐒𝐄𝐀𝐑𝐂𝐇 πŸ‘‰ If you are breeding or testing products...

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Can we estimate digital biomass thanks to 3D imagery ?

π„π’π“πˆπŒπ€π“πˆππ† 𝐓𝐇𝐄 πƒπˆπ†πˆπ“π€π‹ ππˆπŽπŒπ€π’π’ πŽπ… 𝐏𝐋𝐀𝐍𝐓𝐒 𝐀𝐍𝐃 𝐓𝐑𝐄𝐄𝐒 π…π‘πŽπŒ πŸ‘πƒ πˆπŒπ€π†π„π‘π˜ π“πŽ πˆπŒππ‘πŽπ•π„ π†π„ππŽπŒπˆπ‚ π’π„π‹π„π‚π“πˆπŽπ πŸ‘‰ Whetever your research focus...

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Can we efficiently estimate wheat head density?

𝐄𝐕𝐀𝐋𝐔𝐀𝐓𝐄 𝐖𝐇𝐄𝐀𝐓 𝐇𝐄𝐀𝐃 πƒπ„ππ’πˆπ“π˜ π“πŽ π„π’π“πˆπŒπ€π“π„ π˜πˆπ„π‹πƒ π„π€π‘π‹π˜ 𝐈𝐍 𝐓𝐇𝐄 π’π„π€π’πŽπ Counting organs manually in your field trials is something...

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Can we evaluate trial sites affected by water stress ?

π”ππƒπ„π‘π’π“π€ππƒπˆππ† π˜πˆπ„π‹πƒ πƒπˆπ’π‚π‘π„ππ„ππ‚πˆπ„π’ 𝐁𝐄𝐓𝐖𝐄𝐄𝐍 π“π‘πˆπ€π‹π’ π–πˆπ“π‡ ππ‡π„ππŽπ“π˜ππˆππ† 𝐃𝐀𝐓𝐀 π‚πŽπŒππˆππ„πƒ π“πŽ ππ„πƒπŽπ‚π‹πˆπŒπ€π“πˆπ‚ 𝐃𝐀𝐓𝐀 πŸ‘‰ Agroclimatic traits are powerful deep dives into...

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Can we measure plant Biovolume?

π€π’π’π„π’π’πˆππ† 𝐏𝐋𝐀𝐍𝐓 ππˆπŽπ•πŽπ‹π”πŒπ„ π“πŽ 𝐇𝐄𝐋𝐏 𝐒𝐄𝐋𝐄𝐂𝐓 𝐓𝐇𝐄 𝐁𝐄𝐒𝐓 π†π„ππŽπ“π˜ππ„π’ πŸ‘‰Plant biovolume is one of the main traits of interest while...

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Can we help selecting genotypes under vertical farming conditions?

π‡πˆπ†π‡-𝐓𝐄𝐂𝐇 𝐏𝐋𝐀𝐍𝐓 π€π’π’π„π’π’πŒπ„ππ“π’ π“πŽ 𝐇𝐄𝐋𝐏 π’π„π‹π„π‚π“πˆππ† 𝐓𝐇𝐄 𝐁𝐄𝐒𝐓 π†π„ππŽπ“π˜ππ„π’ 𝐔𝐍𝐃𝐄𝐑 π•π„π‘π“πˆπ‚π€π‹ π…π€π‘πŒπˆππ† π‚πŽππƒπˆπ“πˆπŽππ’ πŸ‘‰ Growing #plants in vertical #farming conditions...

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Can we rank the genotypes by performance?

πŸš€ π’πŽπ‘π“πˆππ† π†π„ππŽπ“π˜ππ„π’ ππ„π‘π…πŽπ‘πŒπ€ππ‚π„ π“πŽ 𝐒𝐏𝐄𝐄𝐃 𝐔𝐏 ππ‘π„π„πƒπˆππ† π‚π˜π‚π‹π„π’ πŸ‘‰ Today, one of the main applications of phenotyping for the...

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Can we measure plant gaps to assess the quality of your microplot?

π€π”π“πŽπŒπ€π“π„ 𝐏𝐋𝐀𝐍𝐓 π‚πŽπ”ππ“πˆππ† π…πŽπ‘ π˜πŽπ”π‘ π…πˆπ„π‹πƒ π“π‘πˆπ€π‹π’ 𝐀𝐍𝐃 𝐒𝐀𝐕𝐄 π“πˆπŒπ„ π…πŽπ‘ 𝐖𝐇𝐀𝐓 πŒπ€π“π“π„π‘π’ 𝐓𝐇𝐄 πŒπŽπ’π“ 𝐈𝐍 π˜πŽπ”π‘ ππ”π’πˆππ„π’π’ πŸš€ Automating...

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Can we predict harvest date?

ππ‘π„πƒπˆπ‚π“ 𝐇𝐀𝐑𝐕𝐄𝐒𝐓 𝐃𝐀𝐓𝐄 & πŒπ€ππ€π†π„ 𝐇𝐀𝐑𝐕𝐄𝐒𝐓 π‹πŽπ†πˆπ’π“πˆπ‚π’ π‹πˆπŠπ„ 𝐍𝐄𝐕𝐄𝐑 ππ„π…πŽπ‘π„ πŸ‘‰ Are you looking for a methodology to precisely estimate...

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Can we speed up plant height measurements

ππ‘π„π‚πˆπ’π„π‹π˜ π„π’π“πˆπŒπ€π“π„ ππ‘πŽπ—π˜ πŽπ… ππˆπŽπŒπ€π’π’ π”π’πˆππ† π‡πˆπ†π‡-𝐓𝐄𝐂𝐇 πŸ‘πƒ πˆπŒπ€π†π„π‘π˜ πŸ‘‰ Measuring plant height in the field with a stick is...

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Can we estimate yield early season?

π„π€π‘π‹π˜ π’π„π€π’πŽπ πŽπ‘π†π€π π‚πŽπ”ππ“πˆππ† π“πŽ π„π’π“πˆπŒπ€π“π„ π˜πˆπ„π‹πƒ & πˆπŒππ‘πŽπ•π„ 𝐇𝐀𝐑𝐕𝐄𝐒𝐓 π‹πŽπ†πˆπ’π“πˆπ‚π’ Things you can see with the human eye, but...

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Can we detect the presence of disease ?

π€π‚π‚π„π’π’πˆππ† 𝐓𝐇𝐄 πˆππ€π‚π‚π„π’π’πˆππ‹π„ π–πˆπ“π‡ πŒπ”π‹π“πˆπ’ππ„π‚π“π‘π€π‹ πˆπŒπ€π†πˆππ† πŸ‘‰ Using the multispectal wavebands to capture information that the human eye can’t is...

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