Quantitative Science Consulting
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qscience.bsky.social
Quantitative Science Consulting
@qscience.bsky.social
Helping businesses thrive and protecting the environment with artificial intelligence.

QSC builds AI tools, boosting efficiency and increasing profit. We work across industries: manufacturing, renewable energy, wildlife management.
www.QSC.earth
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Quantitative science Consulting (QSC) is new to Bluesky! 👋

We help businesses reduce waste, protect the planet 🌎, and increase profit with AI, statistics, and data visualization. Based in Michigan’s Upper Peninsula, we build tools that make a difference—locally and globally #AIforEarth #DataScience
Reposted by Quantitative Science Consulting
Common birds of Mid-Atlantic Coast beaches. From my book A Field Guide to The Mid-Atlantic Coast, Yale University Press, a.co/d/6rKgbMQ
🧪🌿🌎🪶🐡 #wildlife #scicomm #sciviz #wildlifeart #illustration #scientificillustration #natureart #visualscicomm #sciviz #scicomm #birds #beaches
November 22, 2025 at 4:10 PM
Reposted by Quantitative Science Consulting
"Climate change reduces the efficiency of the sinks, particularly on land, contributing 8.3 ± 1.4 ppm to the atmospheric CO2 increase since 1960" climate + deforestation turn SE Asian & large parts of South American tropical forests from CO2 sinks to sources 🧪
www.nature.com/articles/s41...
Emerging climate impact on carbon sinks in a consolidated carbon budget - Nature
Nature - Emerging climate impact on carbon sinks in a consolidated carbon budget
www.nature.com
November 13, 2025 at 12:17 PM
Reposted by Quantitative Science Consulting
Reposted by Quantitative Science Consulting
New paper out on the formation mechanism of cameral deposits in orthoceratoid cephalopds! This topic has been debated for more than 150 years and we now finally have a satisfying solution 🥳

https://doi.org/10.1111/pala.70032

#Palaeontology #cephalopods […]

[Original post on ecoevo.social]
November 8, 2025 at 3:20 PM
Reposted by Quantitative Science Consulting
Connecting detailed photosynthetic kinetics to crop growth and yield: a coupled modelling framework by Yufeng He, Yu Wang, Douglas Friedel, Meagan Lang, and Megan L Matthews
doi.org/10.1093/insi... #PlantScience
November 3, 2025 at 4:10 PM
Reposted by Quantitative Science Consulting
🌽🧂RESEARCH🧂🌽

Phosphorylation of ZmWRKY104 by ZmMAPK7 enhances its ability to bind to DNA of the ZmSOD4 promoter and increases SOD activity, thereby improving salt tolerance in maize - Li et al.

🔗 doi.org/10.1093/jxb/...

#PlantScience 🧪
October 28, 2025 at 11:02 AM
Reposted by Quantitative Science Consulting
We are excited to announce the winners of the 2025 BES Awards, honouring 11 distinguished ecologists whose contributions have greatly benefited the scientific community and the Society as a whole. 

Huge congratulations to all the winners 👏
October 22, 2025 at 10:19 AM
Reposted by Quantitative Science Consulting
The phylo2vec library implements vector-based phylogenetic trees with a Rust core and offers thin wrappers for R and Python, reducing memory use enough for desktop analysis. Read more: https://getnews.me/phylo2vec-adds-rust-based-vector-tools-for-phylogenetic-trees/ #phylogenetics #rust
October 6, 2025 at 5:25 PM
Reposted by Quantitative Science Consulting
CRISPR activation restores expression of a haploinsufficient neuronal sodium channel, rescuing neuronal deficits associated with multiple neurodevelopmental disorders. #NBThighlight www.nature.com/articles/s41...
CRISPR activation for SCN2A-related neurodevelopmental disorders - Nature
Using SCN2A haploinsufficiency as a proof-of-concept, upregulation of the existing functional gene copy through CRISPR activation was able to rescue neurological-associated phenotypes in Scn2a haploin...
www.nature.com
September 18, 2025 at 11:33 AM
Reposted by Quantitative Science Consulting
📖Published📖

Our new review article by East et al. provides the first comprehensive practical framework for optimizing biological specimen imaging for computer vision applications 🦋 🌍 🧪 Find out more here 👇

buff.ly/TjRPrvD
September 18, 2025 at 11:01 AM
Reposted by Quantitative Science Consulting
Future #winters promise less #snow in the #mountains and more #rain. That shift could have major implications for #WaterSupplies in regions around the world. In PNAS Front Matter: www.pnas.org/doi/10.1073/...

#snowpack #flood #ClimateChange #SNOTEL #floodplains
September 15, 2025 at 6:41 PM
Reposted by Quantitative Science Consulting
A new IUCN assessment has officially recognised four distinct giraffe species, overturning previous classifications of the world’s tallest land mammal as a single species with nine sub-species. 🌏🧪

Learn more ➡️http://bit.ly/4mVVGji
September 12, 2025 at 10:02 AM
Reposted by Quantitative Science Consulting
📖Published📖

Pappalardo et al. developed taxon-specific confidence thresholds for eukaryotes at different taxonomic levels to optimize the accuracy of BLAST-based taxonomic assignments for metabarcoding 🧬 🌍 🧪 Read more here 👇
Taxon‐specific BLAST percent identity thresholds for identification of unknown sequences using metabarcoding
The identification of organisms in environmental samples using metabarcoding relies on factors such as taxonomic assignment methods, genetic markers, reference databases and confidence thresholds ...
buff.ly
September 12, 2025 at 11:00 AM
Reposted by Quantitative Science Consulting
A paper published in Nature Genetics presents a comprehensive pan-cistrome of maize leaves, revealing over 200,000 variants linked to transcription factor binding sites under both well-watered and drought conditions. go.nature.com/4785q5p 🧪🌾#plantscience
Genetic variation at transcription factor binding sites largely explains phenotypic heritability in maize - Nature Genetics
Pan-cistrome of the maize leaf under well-watered and drought conditions profiled by haplotype-specific MOA-seq highlights the relevance of transcription factor binding QTLs for understanding phenotypic diversity in maize.
go.nature.com
August 24, 2025 at 2:30 PM
Reposted by Quantitative Science Consulting
Check out my new demo on how Reinforcement Learning can optimize Workforce Scheduling

In the simulation, each task requires specific skills, workers can switch machines, and calibration causes downtime.

A Q-learning agent learns how to reduce machine downtime and increase throughput.
Optimize Workforce Scheduling with Reinforcement Learning

In this new demo, we model a job site with worker skills, machine downtime, QA, and material limits. Then we apply Q-learning to improve scheduling efficiency.

Learn how AI can tackle real-world problems:
www.qsc.earth/blog_posts/2...
Reinforcement Learning for Workforce Scheduling | QSC Blog
See how QSC uses reinforcement learning to assign workers to machines, minimize downtime, and optimize factory productivity in a simulated environment.
www.qsc.earth
August 21, 2025 at 12:58 PM
Reposted by Quantitative Science Consulting
Very excited to finally share the main findings from my PhD, now out as a preprint!

We developed an epigenetic system to understand how plants remember and forget past infections - a phenomenon known as immune memory 🌱🧬🧠

Highlights below! 1/9

www.biorxiv.org/content/10.1...
From recall to reset: the role of DNA (de)methylation in modulating plant immune memory
Epigenetic reprogramming is increasingly recognised as a driver of plant immune memory, yet its molecular basis remains poorly understood. Using a chemically inducible transgene in Arabidopsis, we tra...
www.biorxiv.org
August 19, 2025 at 8:02 PM
Optimize Workforce Scheduling with Reinforcement Learning

In this new demo, we model a job site with worker skills, machine downtime, QA, and material limits. Then we apply Q-learning to improve scheduling efficiency.

Learn how AI can tackle real-world problems:
www.qsc.earth/blog_posts/2...
Reinforcement Learning for Workforce Scheduling | QSC Blog
See how QSC uses reinforcement learning to assign workers to machines, minimize downtime, and optimize factory productivity in a simulated environment.
www.qsc.earth
August 21, 2025 at 12:47 PM
Reposted by Quantitative Science Consulting
If you ever wondered what the ten most common dance moves are in the world of parrot discos, wonder no more. There's an entire paper devoted to bopping cockatoos, and it's as fabulous as you'd expect. 🪶🦜💃

🚨 News flash, headbanging made the cut!

🧪 🌍

journals.plos.org/plosone/arti...
August 21, 2025 at 12:37 PM
Reposted by Quantitative Science Consulting
#Climate change-related heat stress impacts #crop production, especially #wheat. Li et al. report that TaIRE1 is involved in the unconventional splicing of cell membrane-localized TabZIP60 #mRNA, enhancing heat tolerance.
doi.org/10.1111/jipb... @wileyplantsci #PlantSci #JIPB
August 13, 2025 at 7:12 PM
Reposted by Quantitative Science Consulting
Two new Science studies report strategies to develop effective B cell lineage–based HIV vaccines.

Learn more in this #SciencePerspective: scim.ag/46WpkjA
Evolving rare B cell lineages for an effective HIV vaccine
Clinical trials show that strategies to elicit the production of broadly neutralizing antibodies have a promising start
scim.ag
August 13, 2025 at 7:27 PM
Reposted by Quantitative Science Consulting
📖Published📖

Arnold et al. propose a design that will allow ecologists to simulate more realistic heat events in the field by combining a controllable convection heater system with a semi-enclosed chamber with adjustable vents 🌍 🧪

buff.ly/k2GJSA2
August 9, 2025 at 11:01 AM
Reposted by Quantitative Science Consulting
This surprisingly relaxing footage is from SIX MILES under the ocean – and it’s the deepest ecosystem yet discovered
July 31, 2025 at 3:38 PM
Reposted by Quantitative Science Consulting
Limited biodiversity spillover from forest fragments into Amazon oil palm plantations 🌴

👉Nearby forests can't buffer the loss of bird functional & phylogenetic diversity 🦜🌏
👉Is an urgent need to preserve large forest fragments & improve matrix permeability 🧬🧪

🔗 doi.org/10.1111/1365...
July 30, 2025 at 12:01 PM