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#corrleation — Public Fediverse posts

Live and recent posts from across the Fediverse tagged #corrleation, aggregated by home.social.

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  1. Spatiotemporal Distribution, Climatic Factors, And Seasonal Precipitation Patterns Characterizing 66 Years Of Widespread Shallow Landslide Events In Piedmont (Northwestern Italy)
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    doi.org/10.3389/feart.2026.188 <-- shared paper
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    “Widespread shallow landslide events constitute one of the primary drivers of recurrent societal and economic losses in mountain regions. Although the influence of climate variability on landslide frequency and magnitude has been widely recognized, long-term, event-level analyses linking spatiotemporal landslide patterns to precipitation climatology at the regional scale remain scarce. This study presents a statistical analysis of 128 widespread shallow landslide events recorded in Piedmont, northwestern Italy, over the 66-year period 1960–2025, cross-referenced against the regional precipitation climatology. Events were characterized by season, primary physiographic unit, provincial coverage, and an ordinal magnitude index (scale 1–7) encoding combined spatial extent and estimated landslide count. Results indicate that no statistically significant monotonic trend in event frequency was detected over the study period (mean rate: 1.97 events yr⁻1); however, a moderate positive correlation was established between event magnitude and the number of provinces affected (R2 = 0.51, p < 0.00), validating the magnitude index as a proxy for spatial footprint. Mean event magnitude reached its highest value in the 2010s (3.71), while all five events of magnitude ≥ 6 occurred in autumn. The summer fraction of the catalogue increased markedly, from 6% in the 1960s to 31% in the 2000s and 25% in the 2020s, concurrent with stable or declining summer mean precipitation totals, consistent with Clausius–Clapeyron amplification of convective intensity under documented regional warming. Cross-analysis with regional records identifies three tiers of rainfall–landslide coupling: a stationary direct seasonal coupling; a non-stationary, strengthening intensity-mediated summer coupling; and a structural susceptibility-mediated spatial decoupling whereby the driest provinces generate the highest landslide occurrence frequencies due to the lower triggering thresholds characteristic of Tertiary Piedmont Basin sedimentary environments. A post-hoc assessment of the triggering thresholds used for regional shallow landslide early warning system demonstrates superior detection performance for high-magnitude autumn events (hit rate up to 89% for the 2000–2025 sub-period) and identifies sub-daily convective accumulation windows in summer as the primary domain requiring threshold recalibration…”
    #massmovement #landslide #engineeringgeology #Italy #Piedmont #NorthernItaly #weather #rainfall #precipitation #climate #risk #hazard #corrleation #relationship #earlywarningsystems #damage #loss #community #infrastructure #mountain #spatiotemporal #mapping #spatialanalysis #statistics #geostatistics #climatology #regional #scale #weatherpatterns #physiography #geomorphology #water #hydrology #hydrogeomorphology #geology #soils

  2. Alluvial Fan Surfaces And An Age-Related Stability For Cultural Resource Preservation: Nevada Test And Training Range, Nellis Air Force Base, Nevada, USA
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    doi.org/10.1016/j.jasrep.2015. <-- 2015 shared paper
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    [during a presentation recently, I was reminded of this 2015 paper’s content today (on which I was a co-author), back when papers wanted B&W images; I wonder how we might have proceeded now, with AI / Machine Learning…]
    #GIS #spatial #mapping #Nevada #USA #military #NellisAFB #NAFB #NTTR #archaeology #spatialanalysis #spatiotemporal #corrleation #basinandrange #geomorphology #sediment #alluvialfans #sheetwash #eolian #erosion #deposition #bioturbation #varnish #desert #desertvarnish #age #dating #corrleation #airforce #indigeneous #sampling #cosmogenic #10Be #insitu #StonewallFlat #fans #water #hydrology #arid #imageanalysis #CulturalResource #Preservation