Groundwater Pumping Is Contributing To The Subsidence Of Major U.S. Cities
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https://www.nytimes.com/interactive/2025/05/08/climate/sinking-cities-us-causes-groundwater.html <-- shared media article
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https://doi.org/10.1038/s44284-025-00240-y <-- shared paper
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#water #groundwater #subsidence #city #cities #spatialanalysis #spatiotemporal #engineeringgeology #engineering #risk #hazard #pumping #overpumping #waterresources #USA #America #sinking #infrastructure #damage #cost #economics #repais #mitigation #sealevelrise #flood #flooding #foundations #urban #remotesensing #earthobservation #satellite #elevation #measurement #change #vertical #movement #geology #soils #model #modeling #prediction #waterresources #farming #agriculture #watersupply #industry #well #riskassessment #landuse #monitoring #management #utilities #growth #population #demographics #construction #sprawl

Climate change is making allergy season last longer https://www.byteseu.com/959204/ #air #AllergySeason #americans #AtmosphericAdministrationDatum #city #Climate #ClimateCentral #ClimateChange #EightyOne #GlobalWarming #HarvardUniversity #MorePollen #NationalOceanic #people #Prediction #PrincipalResearchScientist #T.H.ChanSchool

Interpretable Physics-Informed Graph Neural Networks For Flood Forecasting
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https://doi.org/10.1111/mice.13484 <-- shared paper
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https://github.com/MehdiTaghizadehUVa/modulus/tree/main/examples/weather/flood_modeling/hydrographnet <-- shared GitHub repository
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#GIS #spatial #mapping #FloodForecasting #GraphNeuralNetworks #PhysicsInformedAI #Hydrology #ClimateResilience #ScientificMachineLearning #CivilEngineering #HydroGraphNet #PhyiscsNeMo #hydrology #water #flood #flooding #spatialanalysis #spatiotemporal #climatechange #model #modeling #machinelearning #AI #extremeweather #prediction #forecasting #planning #humanimpacts #loss #lossoflife #publicsafety #cost #economics #infrastructure #risk #hazard #disaster #mitigation #preparedness #naturaldisaster #HydroGraphNet #floodforecasting #dynamics #remotesensing #earthobservation

Bezos doesn’t want opinions about Bongino taking over FBI.

#prediction: we’re a year from some MAGA city hiring mercenaries as cops. Next stop: ” Robocop.”

Dying in Darkness: Bezos Turns Out the Lights in Washington Post’s Opinion Section

https://www.politico.com/news/magazine/2025/02/26/jeff-bezos-washington-post-opinion-00206330

#prediction

Emperor Elmo will own @msnbc within 9 months and merge it with Breitbart News so it will have more “journalistic integrity.”

QGIS Processing Toolbox tool for Variogram Modeling and Ordinary Kriging using GSTools
This tool automates variogram modeling and kriging within QGIS, providing a user-friendly interface for spatial interpolation.
#qgis #geostatistics #kriging #prediction #variogram #python #gstools #gstat
https://github.com/geosaber/geostat

Jim Keller on How Risc-V Will Change the World: https://boilingsteam.com/jim-keller-on-how-risc-v-will-change-the-world/ #linux #linuxgaming #update #hardware #riscv #jimkeller #prediction #supercomputers #arm #intel #datacenters (2023)

#python #technology #software
#prediction #statistics
#timeseries #datascience
#automation #modeling #optimization #algorithm
#NIXTLA
Out-of-Sample Time Series Forecasting (TSF) via Nixtla’s StatsForecast: AutoARIMA, AutoETS, AutoCES, AutoTheta & AutoTBATS Models

Learn how to leverage the integrated capabilities of Nixtla’s StatsForecast, an open-source Python project focused on state-of-the-art time series forecasting at scale!

#exploremore

https://medium.com/@alexzap922/out-of-sample-time-series-forecasting-tsf-via-nixtlas-statsforecast-autoarima-autoets-0e163a22d9cb?sk=214947d25d78b26127c6fd9a4eb068c6

My best wishes for this new 2025
https://wineroland.medium.com/predictions-for-2025-as-usual-74d2717e561e
#newyear #prediction

#python #tech #datascience
#machinelearning #ai
#regression #prediction #bike #sharing #dataset
Using Skforecast for Multiple-ML Time Series Forecasting (TSF) across Industries — 3. LightGBM Regression

#exploremore

https://medium.com/@alexzap922/using-skforecast-for-multiple-ml-time-series-forecasting-tsf-across-industries-3-fe07f82b797b?sk=a32770a271b867261a485f2ef32f2ba4

Now it's that simple to predict RNA secondary structure with SQUARNA Python3 library:

pip install SQUARNA

import SQUARNA
SQUARNA.Predict(inputseq="CCCGNRAGGG")

Demo:
github.com/febos/SQUARNA/blob/main/demo.ipynb

BioRxiv:
doi.org/10.1101/2023.08.28.555103

#python #machinelearning #artificialintelligence #regression #stockmarket #algotrading #technology
#datascience #prediction #price #Apple #stock #tech
AAPL ML/AI Stock Price Prediction: Fusion of Tsfresh Feature Engineering & Voting Scenarios with Multiple Regressors

Supervised ML Stock Price Predictions with Tsfresh Automated Feature Extraction, Weighted Voting Scenarios & 26 Accepted Regressors

#exploremore
https://medium.com/@alexzap922/aapl-ml-ai-stock-price-prediction-fusion-of-tsfresh-feature-engineering-voting-scenarios-with-ee4ddcc2bb98?sk=1bb31d964cca20549336ef9e71607272

If you are interested in #FOSS #forecasting and #prediction it would mean the world to us to get 10 sponsors: https://github.com/sponsors/openpredictionmarkets?o=syg&sc=m