#causality

Landsliding Follows Signatures Of Wildfire History And Vegetation Regrowth In A Steep Coastal Shrubland
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https://www.linkedin.com/posts/tmatthew_the-geoscience-community-is-finding-more-activity-7365791741355950080-VzES <-- shared LinkedIn post
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https://pubs.geoscienceworld.org/gsa/geosphere/article/doi/10.1130/GES02856.1/660392/Landsliding-follows-signatures-of-wildfire-history <-- shared paper
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#GIS #spatial #mapping #massmovement #debrisflow #debrisslide #California #USA #climatechange #extremeweather #fire #engineeringgeology #risk #hazard #geoscience #water #hydrology #rainfall #precipitation #wildfire #postwildfire #landslide #vegetation #cover #type #causality #coast #coastal #shrubland #model #modeling #atmosphericriver #storm #geomorphology #geomorphometry #SantaYnezMountains #imagery #remotesensing #delineation #downslope #sediment #damage #cost #economics #infrastructure #geology #regrowth #postfire
U.S. Geological Survey (USGS) USDA Forest Service California Geological Survey

Willow Starr ja Alex Kocurek ovat päivittäneet SEP-entryään kontrafaktuaaleista,

https://plato.stanford.edu/entries/counterfactuals/

Käypiä välineitä jossittelun semantiikan analyysiin ja systematisointiin.

#kontrafaktuaali #counterfactuals #semantics #semantiika #logiikka #logic #filosofia #philosophy #causality #jossittelu #whatIf #konditionaali #conditionals #science #explanation #epistemology #metaphysics #kuvittelu #imagination #mind #modality #freeWill #possibleWorlds #sep #revised #linguistics #history #ai

A quotation from Steven Moffat

THE DOCTOR: People assume that time is a strict progression of cause to effect, but actually, from a non-linear, non-subjective viewpoint, it’s more like a big ball of wibbly-wobbly … timey-wimey … stuff.

Steven Moffat (b. 1961) Scottish television writer, producer
Doctor Who (1995), 03×10 “Blink” (2007-06-09)

Sourcing, notes: wist.info/moffat-steven/72498/

#quote #quotes #quotation #qotd #doctorwho #timeywimey #causality #causeandeffect #concept #jargon #marchoftime #objectivity #perspective #physics #time

Sign outside the public library at West Pittston, Pa., October 2016 https://www.futilitycloset.com/2025/06/22/noted-25/ #causality #coincidence #correlation

Painting on paper, 20 x 30 cm: Ambiguous impulses for your mental cinema!
#kunst #contemporaryArt #mentalCinema #analogArt #painting #rubberStamp #reliefPrinting #saveBioDiversity #climateActionNow #systemChange #endFossilFuels #makeArtNotWar #noAFD #NoRacism #NoFascism #humanRights #humanDignity #Нетвойны #scribbles #dots #tinCan #frogs #amphibians #flag #questions #why #reasons #because #causality #correlation

Machine learning revolutionises industries, yet understanding causality remains a challenge. By integrating causal models, AI can provide deeper, more interpretable insights beyond mere correlations. Overcoming practical hurdles is key to future breakthroughs. Could causality be the next frontier? #MachineLearning #AI #Causality #TechInsights https://www.kdnuggets.com/is-causality-the-next-frontier-for-machine-learning

#simplicialcomplex + #Causality +#Reservoircomputing:
"Higher-order Granger reservoir computing: simultaneously achieving scalable complex structures inference and accurate dynamics prediction" https://www.nature.com/articles/s41467-024-46852-1

#dynamicalsystem #ML #AI

Discussion post for Achieving Causality with Physical Clocks -- A Summary

#DistributedSystems #Causality #TimeKeeping #Research #research_review #msu #published_paper #distributed_systems

'Directed Cyclic Graphs for Simultaneous Discovery of Time-Lagged and Instantaneous Causality from Longitudinal Data Using Instrumental Variables', by Wei Jin, Yang Ni, Amanda B. Spence, Leah H. Rubin, Yanxun Xu.

http://jmlr.org/papers/v26/23-0272.html

#causal #causality

Recent @DSLC club meetings:

The Effect: A Gallery of Rogues: Other Methods https://youtu.be/fxO_B3oT0ac

Generative AI Handbook: & Chapter 12 Decoder-Only Transformers
https://youtu.be/RiXLq-wY9hM

Health Metrics and the Spread of Infectious Diseases: Causes and Risks
https://youtu.be/Y0HVYdb8Ie8

Shiny Club https://youtu.be/qo3ge3Qck6Q

Visit https://dslc.video for hours of new #DataScience videos every week!

#RStats #causal #causality #PyData #GenAI #AI #DeepLearning #RShiny

Recent @DSLC club meetings:

The Effect: Regression Discontinuity https://youtu.be/YXhNKVqTbeY #RStats #causal
#causality

Generative AI Handbook: & Chapter 12 Decoder-Only Transformers
https://youtu.be/D5gPrijHQhA #PyData #GenAI #AI #DeepLearning

Shiny Club https://youtu.be/5XG-MPh0t_A #RStats #RShiny #PyShiny

Visit https://dslc.video for hours of new #DataScience videos every week!

Beyond #causality
https://aeon.co/essays/to-better-understand-the-world-follow-the-paths-of-mathematics

#Mathematics shows that understanding isn't just about finding causes, but about recognizing complex structural relationships that connect mind and nature. It shows that the mental and physical worlds aren't separate - they're different aspects of the same reality.

So, stop seeing #science and #humanities as competing worldviews. They're complementary ways of exploring our interconnected world, with mathematics as the translator between them.

#Science #Philosophy #Interdisciplinary

Reassessing Aquinas’s Second Way: The Relevance of Efficient Causality in Philosophy and Contemporary Science https://buff.ly/4hnnwma #Christianity #philosophy #theology #causality #science #Aquinas

Recent @DSLC club meetings:

The Effect: Difference-in-Differences https://youtu.be/lvIeF3koPAU #RStats #causal #causality

Practical Deep Learning for Coders: Super-resolution https://youtu.be/pde30NExC4I #PyData #DeepLearning #AI

From the @DSLC ​chives:

"Web APIs with R: How can I get started with APIs? Part 2" https://youtu.be/WGxr4BTP75w #API #APIs #RStats

Visit https://dslc.video for hours of new #DataScience videos every week!

Wisdom perceives interdependence and causality, therefore bringing compassionate care to each interaction, www.compassmethods.com. https://youtube.com/@compassionscompass-sb7jo?si=fjNcHA8omaI-Dgq4 #mentalhealth #wisdom #compassion #interdependence #causality

#HughMcCann - Is the #Future Open?

https://www.youtube.com/watch?v=7keYVjdyhMc

#Philosophy #PhilosophyOfTime #Time #PhilosophyOfFreeWill #FreeWill #Will #Determinism #God #Causality #Creation #Theism #Metaphysics #Predestination #Compatibilism #Freedom #CloserToTruth #RobertKuhn

Causalingofication - describing an association as if it is causal, without a research design allowing for causal inference.
https://detectingbadscience.wordpress.com/2024/12/16/causalingofication/
Correlation is not causation. Yet research reports often make causal claims, even when the research design does not allow for them. Researchers regularly describe the results of a regression as if the correlates have “effects” on the outcome.
#badscience #betterscience #causality #causalinference #credibility #experiment #regression