Founder of BonaPlanta.
📢 We’re hiring a #PostDoc @ub.edu!
❗Deadline's coming up: Nov 24
Join us to model soil health using ML of microbiome data. Join a creative team working towards sustainable ag & spin-off innovation 🚀
📅: Jan 2026
📍: Barcelona, Spain
🔗: euraxess.ec.europa.eu/jobs/383350
📢 We’re hiring a #PostDoc @ub.edu!
❗Deadline's coming up: Nov 24
Join us to model soil health using ML of microbiome data. Join a creative team working towards sustainable ag & spin-off innovation 🚀
📅: Jan 2026
📍: Barcelona, Spain
🔗: euraxess.ec.europa.eu/jobs/383350
💡 Microbes from dry-history soils boosted grass drought tolerance proving that soil microbiomes hold “climate memory”.
✅ Managing these legacies could aid crop resilience.
🔗 www.nature.com/articles/s41...
💡 Microbes from dry-history soils boosted grass drought tolerance proving that soil microbiomes hold “climate memory”.
✅ Managing these legacies could aid crop resilience.
🔗 www.nature.com/articles/s41...
With Dr. Marina Pérez Llorca, who will discuss how education and research drive innovation in this field.
ℹ️ https://tuit.cat/Veuwz
With Dr. Marina Pérez Llorca, who will discuss how education and research drive innovation in this field.
ℹ️ https://tuit.cat/Veuwz
sh1.sendinblue.com/15d9jpnd39tx...
We elaborate how variety testing can boost species mixtures in #plantbreeding and farming.
sh1.sendinblue.com/15d9jpnd39tx...
We elaborate how variety testing can boost species mixtures in #plantbreeding and farming.
Our new paper presents pangenome-informed amplicons that provide up to 10× higher phylogenetic resolution than full-length ribosomal markers- while remaining cost effective and scalable!
microbiomejournal.biomedcentral.com/articles/10....
Our new paper presents pangenome-informed amplicons that provide up to 10× higher phylogenetic resolution than full-length ribosomal markers- while remaining cost effective and scalable!
microbiomejournal.biomedcentral.com/articles/10....
Postdoc (50%, 12 months) @ub.edu in Barcelona to model soil health using ML of microbiome data. Join a creative team working towards sustainable ag & spin-off innovation 🚀
Start: Jan 2026
🔗 euraxess.ec.europa.eu/jobs/383350
#PostDoc #JobsInAcademia
Postdoc (50%, 12 months) @ub.edu in Barcelona to model soil health using ML of microbiome data. Join a creative team working towards sustainable ag & spin-off innovation 🚀
Start: Jan 2026
🔗 euraxess.ec.europa.eu/jobs/383350
#PostDoc #JobsInAcademia
📊 ML framework tackled microbiome data limits (dimensionality, compositionality, sparsity).
⚙️ Prospect: inside-out (hologenome breeding) + outside-in (SynCom design) + federated learning.
🔗 www.sciencedirect.com/science/arti...
#AIinAg
📊 ML framework tackled microbiome data limits (dimensionality, compositionality, sparsity).
⚙️ Prospect: inside-out (hologenome breeding) + outside-in (SynCom design) + federated learning.
🔗 www.sciencedirect.com/science/arti...
#AIinAg
📊 ML corrected NDVI for abiotic factors, then linked residuals to fungal microbiomes.
✅ Promising route to soil-microbiome early-warning systems.
🔗 doi.org/10.1038/s432...
#AIinAg #Microbiome #SoilHealth
📊 ML corrected NDVI for abiotic factors, then linked residuals to fungal microbiomes.
✅ Promising route to soil-microbiome early-warning systems.
🔗 doi.org/10.1038/s432...
#AIinAg #Microbiome #SoilHealth
📊 Universal ODE hybrid model predicted SOC change with R² ≈ 0.9999 in low-noise tests, with moisture, temperature & microbial turnover as key drivers.
⚠️ Sensitive to noisy data → needs uncertainty-aware training.
🔗 arxiv.org/abs/2509.24306
#AIinAg #SoilCarbon
📊 Universal ODE hybrid model predicted SOC change with R² ≈ 0.9999 in low-noise tests, with moisture, temperature & microbial turnover as key drivers.
⚠️ Sensitive to noisy data → needs uncertainty-aware training.
🔗 arxiv.org/abs/2509.24306
#AIinAg #SoilCarbon
ats.talentadore.com/apply/kasvie...
ats.talentadore.com/apply/kasvie...
📊 AgroLLM benchmarked LLMs with RAG on agri corpora → ChatGPT-4o Mini reached 93% accuracy, better than Gemini & Mistral
✅ Specialised LLMs may be a future of ag knowledge transfer
🔗 arxiv.org/abs/2503.04788
#AIinAg #LLM #RAG
📊 AgroLLM benchmarked LLMs with RAG on agri corpora → ChatGPT-4o Mini reached 93% accuracy, better than Gemini & Mistral
✅ Specialised LLMs may be a future of ag knowledge transfer
🔗 arxiv.org/abs/2503.04788
#AIinAg #LLM #RAG
Research soil health and carbon cycling. Recent grad (2021-25) w/ > 8.5 grade & R/Python skills.
Details: www.linkedin.com/posts/agrobi...
#PhDJobs #AcademicJobs #PhDPosition
Research soil health and carbon cycling. Recent grad (2021-25) w/ > 8.5 grade & R/Python skills.
Details: www.linkedin.com/posts/agrobi...
#PhDJobs #AcademicJobs #PhDPosition
📊 Soil microbiome profiles analysed with random forest models predicted whether soils suppress Rhizoctonia solani
✅ Promising step towards microbiome-informed tools for soil health and biocontrol
www.sciencedirect.com/science/arti...
#AIinAg #Microbiome
📊 Soil microbiome profiles analysed with random forest models predicted whether soils suppress Rhizoctonia solani
✅ Promising step towards microbiome-informed tools for soil health and biocontrol
www.sciencedirect.com/science/arti...
#AIinAg #Microbiome
💡CWRs host microbes modern crops lost → relevant for resilience traits. ML helps model which pairings matter most.
✅ Fits with our @cousinproject.bsky.social, where we aim for microbiome-mediated trait transfers
💡CWRs host microbes modern crops lost → relevant for resilience traits. ML helps model which pairings matter most.
✅ Fits with our @cousinproject.bsky.social, where we aim for microbiome-mediated trait transfers
🎓Perfil:
Graduado en Nutrición, Enfermería, Biología, Química, Farmacia o Medicina
✅Graduado entre 2021-25
✅Nota media > 8.5
✅Conocimientos Estadística (Stata/R)
🎓Perfil:
Graduado en Nutrición, Enfermería, Biología, Química, Farmacia o Medicina
✅Graduado entre 2021-25
✅Nota media > 8.5
✅Conocimientos Estadística (Stata/R)
in @natmicrobiol.nature.com
www.nature.com/articles/s41...
in @natmicrobiol.nature.com
www.nature.com/articles/s41...
academic.oup.com/plphys/artic...
academic.oup.com/plphys/artic...
📊 Satellite crop health signals linked to soil fungal microbiomes
💡 Associations appear after adjusting for weather and soil
⚠️ For now: associations not causation
✅ Satellites guide, fungi explain!
🔗 www.nature.com/articles/s43...
#AIinAg #Microbiome
📊 Satellite crop health signals linked to soil fungal microbiomes
💡 Associations appear after adjusting for weather and soil
⚠️ For now: associations not causation
✅ Satellites guide, fungi explain!
🔗 www.nature.com/articles/s43...
#AIinAg #Microbiome
@genomelybio.bsky.social will now post weekly reports about AI (& beyond). Eg, we examined & summarized 166 articles, 56 community posts (eg, from Reddit), and 10 trending topics (eg, from Bluesky)
genomely.substack.com/p/ai-weekly-...
@genomelybio.bsky.social will now post weekly reports about AI (& beyond). Eg, we examined & summarized 166 articles, 56 community posts (eg, from Reddit), and 10 trending topics (eg, from Bluesky)
genomely.substack.com/p/ai-weekly-...
An interview with Dr. Daniel Suter, Head of Forage Crop Variety Testing @agroscope.bsky.social offers lessons for other countries and cropping systems.
Published now open-access at:
zenodo.org/records/1707...
An interview with Dr. Daniel Suter, Head of Forage Crop Variety Testing @agroscope.bsky.social offers lessons for other countries and cropping systems.
Published now open-access at:
zenodo.org/records/1707...
We are looking for a Quantitative Geneticist to help us with this!
#PlantScience #PlantBreeding #PlantGenetics #PlantScienceJobs #PlantSciJobs
We are looking for a Quantitative Geneticist to help us with this!
#PlantScience #PlantBreeding #PlantGenetics #PlantScienceJobs #PlantSciJobs
We are looking for 3 post docs in biodiversity science, genetic indicator assessment, and ecological statistics for a fixed term of 2 years!
Come unravel the drivers and consequences of global change on biodiversity with us!
DL 24.9.
#universityofhelsinki
We are looking for 3 post docs in biodiversity science, genetic indicator assessment, and ecological statistics for a fixed term of 2 years!
Come unravel the drivers and consequences of global change on biodiversity with us!
DL 24.9.
#universityofhelsinki
Past year summary: 5 big proposals. All rejected. I know the odds are low. But it still feels brutal. So much effort, then nothing.
Today, I hit submit on yet another Horizon. On my birthday. Feels symbolic. Another step forward… or not. 😬
Past year summary: 5 big proposals. All rejected. I know the odds are low. But it still feels brutal. So much effort, then nothing.
Today, I hit submit on yet another Horizon. On my birthday. Feels symbolic. Another step forward… or not. 😬
Cool idea: AI as a real scientific instrument.
But… hallucinations are still a thing.
Makes me wonder what this means once ag data and models get fed in. 🤔
Might have big implications for farmer decision support tools. 🚜
Cool idea: AI as a real scientific instrument.
But… hallucinations are still a thing.
Makes me wonder what this means once ag data and models get fed in. 🤔
Might have big implications for farmer decision support tools. 🚜