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🏡 Here is the data analysis for Calgary, Summer 2025. This chart shows the relationship between vegetation density (NDVI) and Land Surface Temperature (LST).
🔥 The data reveals a critical "tipping point": vegetation only starts effectively cooling the environment once it reaches a specific density threshold. Below this threshold (the left side of the curve), green spaces stay just as hot as the surrounding concrete.
Sparse or isolated trees don't act as air conditioners—they "burn" in the urban furnace right along with us.
❗ What does this mean for Calgary? Simply planting a few scattered trees isn't enough. To actually move the needle on temperature, we need dense, healthy green belts. Otherwise, it’s just a waste of water and resources.
🔗 Link to the research: https://www.datastory.org.ua/calgarys-summer-heat-a-2025-satellite-perspective/
#Calgary #UrbanHeatIsland #NDVI #ClimateChange #UrbanPlanning #DataScience #Environment #YYC #BigData #ScienceMatters #GreennessOfCalgary #ClimateOfCalgary #rstats #RemoteSensing #OpenScience
It's beginning!
EU journal replacement set to start this fall. Free OA publishing for all authors from 11 supporting countries. This is Germany's DFG press release:
"New Publishing Opportunities for Researchers: Germany Joins Open Research Europe"
https://www.dfg.de/en/news/news-topics/announcements-proposals/2026/ifr-26-21
RE: https://fediscience.org/@snakemake/116295568336688286
This is a big step forward: The SLURM plugin for Snakemake now supports so-called job arrays. These are cluster jobs, with ~ equal resource requirements in terms of memory and compute resources.
The change in itself was big: The purpose of a workflow system is to make use of the vast resources of an HPC cluster. Hence, jobs are submitted to run concurrently. However, for a job array, we have to "wait" for all eligible jobs to be ready. And then we submit.
To preserve concurrent execution of other jobs which are ready to be executed, a thread pool has been introduced. In itself, I do not see job arrays such a big feature: The LSF system profited much more from arrays than the rather lean SLURM implementation does.
BUT: the new code base will ease further development to pooling many shared memory tasks (applications which support no parallel execution or are confined to one computer by "only" supporting threading). Until then, there is more work to do.
#HPC #SLURM #Snakemake #SnakemakeHackathon2026 #ReproducibleComputing #OpenScience
One more quick byproduct of my MDEM development: a bivariate map integrating volumetric structural data (SAR) with surface temperature (LST). This approach identifies the exceptionally intensive dissipative role of volumetric vegetation structure (trees and tall shrubs). By accounting for these high-performance cooling elements, we can better understand how they supplement traditional landscaping to enhance the city's overall thermal resilience.
#UrbanHeatIsland #EnvironmentalScience #DataScience #Calgary #YYC #Sustainability #RemoteSensing #GIS #MDEM #GreennessOfCalgary #CalgaryMDEM #RStats #UrbanPlanning #EarthObservation #OpenScience #SpatialDataScience #SpatialData
Virtual #DocumentFreedomDay2026 event: March 28th, 10-11:30 AM EST (2 PM GMT). #Open discussion on Free formats & the #FOSS that supports them. We'll highlight #CreativeCommons & #PublicDomain #multimedia shareable in #Free formats. We need attendees & a few more speakers for short (~15 minute) talks on favorite Open Formats or #FreeSoftware projects that use them. Let me know if you want to present. #DFD2026 #OpenSource #ebook #OER #OpenScience #OpenAccess #OpenData #Libraries #AskFedi
Hey, I am looking for a video that introduces Git and Forgejo (i.e. not Github) which has a permissive license.
if possible short ;)
Anyone knows of something?
#git #codeberg #training #oer #openscience
My newest 'climate viz of the month' blog is out, which reports the latest annual mean sea ice stats and graphics for both poles: https://zacklabe.com/climate-viz-of-the-month/
RE: https://mapstodon.space/@jeremy/115090176995075951
⚠️ Call for participation ⚠️
If you are an archaeologist working with #3D, I'd be super grateful if you dedicate 15 minutes of your time to answer this survey.
It's part of my #PhD research and will bring a clearer picture of how archaeologists use 3D tools and data.
▶️ https://forms.mapper.space/?r=junarka_en
Here's a resume of my PhD project: https://journals.openedition.org/pm/4427
Sharing is caring! Thank you!
#archaeology #survey #geospatial #caa #opensource #digitaltwins #openscience #dh
btw, as a final note, I like to repeat my #openscience request to everyone, when you cite websites, please archive the website upon submission. See https://doi.org/10.59350/q8zfm-45s98 4/4
@ouvrirlascience There is a dramatic difference between the text given to sighted people in the image and that given to people with vision loss or other disabilities in the alt text.
How Open is Science if it's not made accessible to disabled people, including disabled scientists?
1/ I'm seeking expressions of interest from nonprofit organizations to take over the Open Access Tracking Project (#OATP, @oatp) and the open-source software (#TagTeam) on which it runs.
Details in this Google doc:
https://bit.ly/TransferOATP
Contact me <peter.suber@gmail.com> if you have any questions or any level of interest.
#OpenAccess #OpenScience #OpenSource #ScholComm
🧵
Update. New study: At least in #Germany, in the field of #economics, "men tend to seek reputation, while women favor visibility through #OpenAccess…Overall female researchers appear to contribute more to the public good of #OpenScience, while their male colleagues focus on private reputation. These findings may offer an additional explanatory channel for the academic #gender gap."
https://www.sciencedirect.com/science/article/pii/S0048733323001580
@OpenScienceNL's largest funding round ever supports 45 projects strengthening #OpenScience infrastructure in the #Netherlands!
🥳 Our University of Groningen Press is involved in 2 projects:
➡️ Joint metadata system for better accessibility and discoverability of Diamond #OpenAccess #books (w/ Delft, Maastricht, Nijmegen & Tilburg presses)
➡️ A national #publication infrastructure for #DiamondOA
🔗 https://www.openscience.nl/en/news/45-projects-strengthen-dutch-open-science-infrastructure
My #Arctic temperature graphics have been updated for November 2025 (ranked in top 5 warmest). New records were reached in my individual Pacific Arctic and Greenland Arctic regional sectors.
➡️ Check it out: https://zacklabe.com/arctic-temperatures/. #DataViz #SciComm #OpenScience #OpenData
🧪 The “Oversaturation Illusion” in Kryvbas Mine Waters
While modeling Kryvbas water chemistry (R + PHREEQC), I found a fundamental issue in how saturation is often evaluated.
We usually calculate calcite equilibrium from ion concentrations — fine for fresh water.
But Kryvbas mine waters are brines, where ionic strength and complexation dominate.
📉 Results from ~1000 samples (minteq.v4):
- Once salinity exceeds ~3 g/L, Ca²⁺ activity drops sharply.
- At 15–20 g/L, calcium activity coefficient is ≈ 0.35.
Meaning: more than half of the “calcium concentration” is inert — a dead load that cannot form precipitates.
This explains why traditional methods predicted oversaturation where the water was actually aggressive and dissolving rocks.
Modeling: PHREEQC + minteq.v4 (US EPA), Davis equation.
#Hydrogeochemistry #WaterChemistry #PHREEQC #Geochemistry #Groundwater
#Mining #Tailings #IonActivity #Thermodynamics #Kryvbas #OpenScience #RStats #SvystunovaGully
187 blogs are now aggregated, indexed, and archived by @rogue_scholar: https://doi.org/10.53731/aa1rk-1xf54
My wish for the year end is 200 blogs, among which 3 in the Dutch language
Are you blogging?
| yes: | 21 |
| considering: | 12 |
| what do I need to do?: | 5 |
| no (I will reply why): | 8 |
New in our electronic collection:
➡️ The Growth Story of the 21st Century. The #Economics and Opportunity of #Climate Action
🔗 https://doi.org/10.31389/lsepress.tgs
#OpenAccess #OpenScience #sustainability #ClimateAction #books #bookstodon
My #Arctic sea-ice thickness and volume graphics are now updated for November 2025 (record low!): https://zacklabe.com/arctic-sea-ice-volumethickness/ #SciComm #DataViz #OpenScience #OpenData
Wow! Big Science organization leading the way on #openscience !
Well done!
"The CNRS is breaking free from the Web of Science"
https://www.cnrs.fr/en/update/cnrs-breaking-free-web-science
h/t @louisvgn
Retraction of an article published in 2000 that concluded that “under present and expected conditions of use, Roundup herbicide does not pose a health risk to humans”:
https://www.sciencedirect.com/science/article/pii/S0273230099913715
“The article's conclusions regarding the carcinogenicity of glyphosate are solely based on unpublished studies from Monsanto […]”
And it took 25 years to get here.
New in our electronic #collection:
➡️ Making global norms: politics versus science in international organizations
🔗 https://doi.org/10.1093/9780197828656.001.0001
#OpenAccess #OpenScience #science #books #Bookstodon #politics #policy #international