CNN models estimate root length from minirhizotron images without segmentation, achieving R² up to 0.986 across four crop species and stress conditions. #RootPhenotyping #DeepLearning #PrecisionAg
Details: doi.org/10.34133/pla...
Details: doi.org/10.34133/pla...
November 9, 2026 at 2:14 PM
CNN models estimate root length from minirhizotron images without segmentation, achieving R² up to 0.986 across four crop species and stress conditions. #RootPhenotyping #DeepLearning #PrecisionAg
Details: doi.org/10.34133/pla...
Details: doi.org/10.34133/pla...
CleanRhizo v1.2 is out! 🌱 A free, browser-based tool to clean and explore WinRhizo root morphology data. Your file never leaves your browser.
Try it in one click with the built-in example data:
www.mauromaver.eu/CleanRhizo/
#PlantScience #RootPhenotyping #RStats #Research #Biology
Try it in one click with the built-in example data:
www.mauromaver.eu/CleanRhizo/
#PlantScience #RootPhenotyping #RStats #Research #Biology
November 4, 2026 at 9:22 PM
CleanRhizo v1.2 is out! 🌱 A free, browser-based tool to clean and explore WinRhizo root morphology data. Your file never leaves your browser.
Try it in one click with the built-in example data:
www.mauromaver.eu/CleanRhizo/
#PlantScience #RootPhenotyping #RStats #Research #Biology
Try it in one click with the built-in example data:
www.mauromaver.eu/CleanRhizo/
#PlantScience #RootPhenotyping #RStats #Research #Biology
RootXplorer enables high-throughput 3D phenotyping of root penetration under soil compaction, accelerating breeding for drought-resilient, deep-rooting crops. #RootPhenotyping #PlantBreeding #ClimateResilience
Details: doi.org/10.1016/j.pl...
Details: doi.org/10.1016/j.pl...
October 16, 2026 at 1:42 PM
RootXplorer enables high-throughput 3D phenotyping of root penetration under soil compaction, accelerating breeding for drought-resilient, deep-rooting crops. #RootPhenotyping #PlantBreeding #ClimateResilience
Details: doi.org/10.1016/j.pl...
Details: doi.org/10.1016/j.pl...
Looking forward to show new results from @barleymicrobreed.bsky.social @bokuvienna.bsky.social -can we translate root gravitropic dynamics to predict field foraging patterns? #roots #barley #rootarchitecture #rootphenotyping #gravitropism @marketapernis.bsky.social thx for the invitation @ceitec.eu
March 12, 2026 at 7:38 AM
Looking forward to show new results from @barleymicrobreed.bsky.social @bokuvienna.bsky.social -can we translate root gravitropic dynamics to predict field foraging patterns? #roots #barley #rootarchitecture #rootphenotyping #gravitropism @marketapernis.bsky.social thx for the invitation @ceitec.eu
The ability of roots to control their growth direction will never stop to amaze me 😀 #gravitropism #roots #barley #rootphenotyping monitoring dynamics of root growth changes on soil (frames every 10 min during 1h, 1DAG primary root, 2nd time gravistimulated in a row)
October 20, 2025 at 11:14 AM
The ability of roots to control their growth direction will never stop to amaze me 😀 #gravitropism #roots #barley #rootphenotyping monitoring dynamics of root growth changes on soil (frames every 10 min during 1h, 1DAG primary root, 2nd time gravistimulated in a row)
#roots #rootphenotyping on soil 🔬 DIY setup to track dynamic root growth continously without disturbing root using IRLEDs #plantscience @raspberrypi.com @openflexure.bsky.social @bokuvienna.bsky.social #simonpree @katarzynaretzer.bsky.social @barleymicrobreed.bsky.social
October 16, 2025 at 10:10 PM
#roots #rootphenotyping on soil 🔬 DIY setup to track dynamic root growth continously without disturbing root using IRLEDs #plantscience @raspberrypi.com @openflexure.bsky.social @bokuvienna.bsky.social #simonpree @katarzynaretzer.bsky.social @barleymicrobreed.bsky.social
#rootforaging correlation environment/ field (samlped in Austria @bokuvienna.bsky.social Wien, Morocco, Lebanon #ICARDA) of our 3 subset of 200 #barley varieties per panel #rootangle #roots #rootphenotyping in-field - super exciting @barleymicrobreed.bsky.social
September 18, 2025 at 11:45 AM
#rootforaging correlation environment/ field (samlped in Austria @bokuvienna.bsky.social Wien, Morocco, Lebanon #ICARDA) of our 3 subset of 200 #barley varieties per panel #rootangle #roots #rootphenotyping in-field - super exciting @barleymicrobreed.bsky.social
I am happy to present a, what I learned from our in-field to lab approach @barleymicrobreed.bsky.social -which #roottraits #rootphenotyping were informative in an approach across 3 countries (5 fields, Austria, Lebanon, Morocco) - and b, my long year interest of experimental design influences #root
Interested in root phenotyping in soil and in the dark? and in Copenhagen on Oct 2? @katarzynaretzer.bsky.social will give a seminar at @ucph.bsky.social PLEN at 11.00 in room M117 - stop by and see high-resolution imaging and multi-omics at work!
September 16, 2025 at 12:29 PM
I am happy to present a, what I learned from our in-field to lab approach @barleymicrobreed.bsky.social -which #roottraits #rootphenotyping were informative in an approach across 3 countries (5 fields, Austria, Lebanon, Morocco) - and b, my long year interest of experimental design influences #root
Planing the year with postdocs @babakmalekian.bsky.social and Sadaf @bokuvienna.bsky.social #barleymicrobreed #roots #rootphenotyping #phytohormones #roothairs #rootmicrobiome #rhizosheath #rhizosphere #rootexudates #drought #rootsoilinterations
January 21, 2025 at 1:39 PM
Planing the year with postdocs @babakmalekian.bsky.social and Sadaf @bokuvienna.bsky.social #barleymicrobreed #roots #rootphenotyping #phytohormones #roothairs #rootmicrobiome #rhizosheath #rhizosphere #rootexudates #drought #rootsoilinterations
Visiting my dear colleagues at #InstituteofExperimentalBotany #UEB great days spent talking about #phytohormones #auxin #cytokinin #roots #rootphenotyping #rootsoilinteractions #roothairs
@garciagj.bsky.social
@garciagj.bsky.social
January 17, 2025 at 10:44 PM
Visiting my dear colleagues at #InstituteofExperimentalBotany #UEB great days spent talking about #phytohormones #auxin #cytokinin #roots #rootphenotyping #rootsoilinteractions #roothairs
@garciagj.bsky.social
@garciagj.bsky.social
our research @bokuvienna.bsky.social targets dynamic processes of #roots -w DIY tools to gain cellularlevel resolution & outdoor applications,we aim for groundbreaking changes in #rootphenotyping to face obstacles, roots hidden in soil, delimiting high-throughput phenotyping and be non-destructive
December 1, 2024 at 9:31 PM
our research @bokuvienna.bsky.social targets dynamic processes of #roots -w DIY tools to gain cellularlevel resolution & outdoor applications,we aim for groundbreaking changes in #rootphenotyping to face obstacles, roots hidden in soil, delimiting high-throughput phenotyping and be non-destructive
#EPPS2025 the last day starts with an interesting session on analyzing the hidden space - the root system- the key note is given by Kristian Thorup-Kristensen from Copenhagen.
#rootphenotyping
#PlantScience
#rootphenotyping
#PlantScience
September 19, 2025 at 7:10 AM
#EPPS2025 the last day starts with an interesting session on analyzing the hidden space - the root system- the key note is given by Kristian Thorup-Kristensen from Copenhagen.
#rootphenotyping
#PlantScience
#rootphenotyping
#PlantScience
Johannes Postma @fz_juelich gives insights into #rootPhenotyping and opportunities to speed up root improvements with new phenotyping technologies and simulation models.
https://bit.ly/3gBCjfi via @PhenoRob
https://bit.ly/3gBCjfi via @PhenoRob
December 6, 2024 at 8:51 PM
Johannes Postma @fz_juelich gives insights into #rootPhenotyping and opportunities to speed up root improvements with new phenotyping technologies and simulation models.
https://bit.ly/3gBCjfi via @PhenoRob
https://bit.ly/3gBCjfi via @PhenoRob
🌱 Coming soon: an all-in-one lightweight tool to read, clean, organize, and visualize raw WinRhizo data — built for root phenotyping folks 🔬
Small hint: cross-platform, no server required, open-source 🧑🏻💻
#RootPhenotyping #PlantScience #RStats #Research
Small hint: cross-platform, no server required, open-source 🧑🏻💻
#RootPhenotyping #PlantScience #RStats #Research
July 1, 2026 at 12:27 PM
🌱 Coming soon: an all-in-one lightweight tool to read, clean, organize, and visualize raw WinRhizo data — built for root phenotyping folks 🔬
Small hint: cross-platform, no server required, open-source 🧑🏻💻
#RootPhenotyping #PlantScience #RStats #Research
Small hint: cross-platform, no server required, open-source 🧑🏻💻
#RootPhenotyping #PlantScience #RStats #Research
Happy to connect and exchange ideas! Who should I follow or reach out to? Thanks! 😊
#RootPhenotyping #PlantScience #Hydroponics #PlantRoots #Rhizosphere
#RootPhenotyping #PlantScience #Hydroponics #PlantRoots #Rhizosphere
June 11, 2026 at 9:41 AM
Happy to connect and exchange ideas! Who should I follow or reach out to? Thanks! 😊
#RootPhenotyping #PlantScience #Hydroponics #PlantRoots #Rhizosphere
#RootPhenotyping #PlantScience #Hydroponics #PlantRoots #Rhizosphere
🟢 LemnaTec at the Rhizosphere 6 Conference 🟢
The Rhizosphere 6 Conference will take place in June 2025 in Edinburgh, UK.
LemnaTec is going to participate the conference together with our partner Analytik and we will have an exhibition table.
📧 info@lemnatec.com
#rootphenotyping #lemnatec #nynomic
The Rhizosphere 6 Conference will take place in June 2025 in Edinburgh, UK.
LemnaTec is going to participate the conference together with our partner Analytik and we will have an exhibition table.
📧 info@lemnatec.com
#rootphenotyping #lemnatec #nynomic
May 23, 2025 at 6:56 AM
🟢 LemnaTec at the Rhizosphere 6 Conference 🟢
The Rhizosphere 6 Conference will take place in June 2025 in Edinburgh, UK.
LemnaTec is going to participate the conference together with our partner Analytik and we will have an exhibition table.
📧 info@lemnatec.com
#rootphenotyping #lemnatec #nynomic
The Rhizosphere 6 Conference will take place in June 2025 in Edinburgh, UK.
LemnaTec is going to participate the conference together with our partner Analytik and we will have an exhibition table.
📧 info@lemnatec.com
#rootphenotyping #lemnatec #nynomic
Confident & reactive learning boost AI-driven alfalfa root image classification accuracy up to 13%, tackling label noise in root system architecture phenotyping. #RootPhenotyping #PlantBreeding #AI #LabelNoise #Alfalfa
Details: doi.org/10.34133/pla...
Details: doi.org/10.34133/pla...
August 14, 2026 at 12:15 PM
Confident & reactive learning boost AI-driven alfalfa root image classification accuracy up to 13%, tackling label noise in root system architecture phenotyping. #RootPhenotyping #PlantBreeding #AI #LabelNoise #Alfalfa
Details: doi.org/10.34133/pla...
Details: doi.org/10.34133/pla...
This automated platform uses AGVs to image, weigh, and water 896 plants daily, unlocking high-throughput root and shoot phenotyping for climate-resilient crops. #Rootphenotyping
Details: doi.org/10.1016/j.pl...
Details: doi.org/10.1016/j.pl...
June 16, 2026 at 10:00 AM
This automated platform uses AGVs to image, weigh, and water 896 plants daily, unlocking high-throughput root and shoot phenotyping for climate-resilient crops. #Rootphenotyping
Details: doi.org/10.1016/j.pl...
Details: doi.org/10.1016/j.pl...
Great gathering at the #rooting2026 symposium #roots - three of our ambassadors presented their work @sophiezoe.bsky.social @rodag.bsky.social @hhtormar.bsky.social and more are around #roots #rootphenotyping
May 7, 2026 at 1:26 PM
Great gathering at the #rooting2026 symposium #roots - three of our ambassadors presented their work @sophiezoe.bsky.social @rodag.bsky.social @hhtormar.bsky.social and more are around #roots #rootphenotyping
#roots #rootphenotyping
From sky to soil: Samir Alahmad et al predict barley root distribution with drones and machine learning
👉 doi.org/10.1093/jxb/... 👈
From sky to soil: Samir Alahmad et al predict barley root distribution with drones and machine learning
👉 doi.org/10.1093/jxb/... 👈
August 7, 2025 at 8:29 PM
#roots #rootphenotyping
From sky to soil: Samir Alahmad et al predict barley root distribution with drones and machine learning
👉 doi.org/10.1093/jxb/... 👈
From sky to soil: Samir Alahmad et al predict barley root distribution with drones and machine learning
👉 doi.org/10.1093/jxb/... 👈