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 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 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 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 assess proxy of yield?

π€π’π’π„π’π’πˆππ† ππ‘πŽπ—π˜ πŽπ… π˜πˆπ„π‹πƒ π“πŽ πƒπˆπ•π„ 𝐃𝐄𝐄𝐏𝐄𝐑 πˆππ“πŽ 𝐏𝐋𝐀𝐍𝐓 ππ„π‡π€π•πˆπŽπ‘ πŸ‘‰ Capturing crop images to extract #phenotyping data can help...

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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 assess the quality of all your trials at an early stage ?

🌱 π“π‘πˆπ€π‹ ππ”π€π‹πˆπ“π˜ π€π’π’π„π’π’πŒπ„ππ“: 𝐓𝐇𝐄 π’π€πŒπ„ πŒπ„π“π‡πŽπƒπŽπ‹πŽπ†π˜ π…πŽπ‘ 𝐀𝐋𝐋 π˜πŽπ”π‘ π“π‘πˆπ€π‹π’ πŸ‘‰ When you are making several experiments at the...

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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 track plant developement & characteristics ?

π“π‘π€π‚πŠ 𝐏𝐋𝐀𝐍𝐓 πƒπ„π•π„π‹πŽππŒπ„ππ“ & π‚π‡π€π‘π€π‚π“π„π‘πˆπ’π“πˆπ‚π’ π‹πˆπŠπ„ 𝐍𝐄𝐕𝐄𝐑 ππ„π…πŽπ‘π„ π–πˆπ“π‡ 𝐓𝐇𝐄 πŒπŽπ’π“ π€π…π…πŽπ‘πƒπ€ππ‹π„ ππ‡π„ππŽπ“π˜ππˆππ† π’π˜π’π“π„πŒ π“πŽ 𝐃𝐀𝐓𝐄 πŸ‘‰ Don’t you ever...

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Can we assess post-harvest disease?

ππŽπ’π“-𝐇𝐀𝐑𝐕𝐄𝐒𝐓 πƒπˆπ’π„π€π’π„ π€π’π’π„π’π’πŒπ„ππ“ π“πŽ πˆπŒππ‘πŽπ•π„ π‹πŽπ†πˆπ’π“πˆπ‚π’ 𝐀𝐍𝐃 ππ‘πŽπƒπ”π‚π“ ππ”π€π‹πˆπ“π˜ πŸ‘‰ For the agro-production industry, quantifying post-harvest #disease presence such as...

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Can we assess vigor at an early stage?

π„π€π‘π‹π˜ π•πˆπ†πŽπ‘ π€π’π’π„π’π’πŒπ„ππ“ π“πŽ πŠππŽπ– ππ„π‚πˆπ’π„π‹π˜ π–π‡πˆπ‚π‡ π†π„ππŽπ“π˜ππ„π’ π“πŽ πˆππ•π„π’π“πˆπ†π€π“π„ πŽπ‘ π‘π„πŒπŽπ•π„ π…π‘πŽπŒ πŽπ”π‘ π„π—ππ„π‘πˆπŒπ„ππ“ πŸ‘‰ While breeding for drought...

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Can we assess plants using 3D sensors?

πŸ‘πƒ 𝐏𝐋𝐀𝐍𝐓 π€π’π’π„π’π’πŒπ„ππ“π’ πŽπ‘ π‡πŽπ– π“πŽ πƒπˆπ•π„ 𝐃𝐄𝐄𝐏𝐄𝐑 πˆππ“πŽ 𝐓𝐇𝐄 π‚π€ππŽππ˜ 𝐒𝐓𝐑𝐔𝐂𝐓𝐔𝐑𝐄 πŸ‘‰ LiDAR & other 3D sensing technologies are...

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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 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 count fruits using drone imagery?

π’π„π†πŒπ„ππ“πˆππ† 𝐓𝐑𝐄𝐄𝐒 & π‚πŽπ”ππ“πˆππ† π…π‘π”πˆπ“π’ 𝐈𝐍 πŽπ‘π‚π‡π€π‘πƒπ’ π”π’πˆππ† πƒπ‘πŽππ„ πŸ‘πƒ πˆπŒπ€π†π„π‘π˜ πŸ‘‰With the latest improvements in drone sensing equipment, we...

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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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