#forecasting — Public Fediverse posts

Hydrological Response To Climate Change In An Ethiopian Rift Valley Basin - A Multi-Model Ensemble Analysis
--
https://doi.org/10.1016/j.ejrh.2026.103483 <-- shared paper
--
#climatechange #SWAT #multimodelensemble #hydrologicalresponse #water #hydrology #hydrography #spatialanalysis #spatiotemporal #model #Hamessa #watershed #Africa #EthiopianRiftValley #waterresources #watermanagement #climatemodel #evapotranspiration #ET #groundwater #watersecurity #CausalChainAnalysis #CCA #rainfall #precipitation #extremeweather #drought #wateryield #streamflow #planning #policy #forecasting

Hydrological Response To Climate Change In An Ethiopian Rift Valley Basin - A Multi-Model Ensemble Analysis
--
https://doi.org/10.1016/j.ejrh.2026.103483 <-- shared paper
--
#climatechange #SWAT #multimodelensemble #hydrologicalresponse #water #hydrology #hydrography #spatialanalysis #spatiotemporal #model #Hamessa #watershed #Africa #EthiopianRiftValley #waterresources #watermanagement #climatemodel #evapotranspiration #ET #groundwater #watersecurity #CausalChainAnalysis #CCA #rainfall #precipitation #extremeweather #drought #wateryield #streamflow #planning #policy #forecasting

Hydrological Response To Climate Change In An Ethiopian Rift Valley Basin - A Multi-Model Ensemble Analysis
--
https://doi.org/10.1016/j.ejrh.2026.103483 <-- shared paper
--
#climatechange #SWAT #multimodelensemble #hydrologicalresponse #water #hydrology #hydrography #spatialanalysis #spatiotemporal #model #Hamessa #watershed #Africa #EthiopianRiftValley #waterresources #watermanagement #climatemodel #evapotranspiration #ET #groundwater #watersecurity #CausalChainAnalysis #CCA #rainfall #precipitation #extremeweather #drought #wateryield #streamflow #planning #policy #forecasting

Hydrological Response To Climate Change In An Ethiopian Rift Valley Basin - A Multi-Model Ensemble Analysis
--
https://doi.org/10.1016/j.ejrh.2026.103483 <-- shared paper
--
#climatechange #SWAT #multimodelensemble #hydrologicalresponse #water #hydrology #hydrography #spatialanalysis #spatiotemporal #model #Hamessa #watershed #Africa #EthiopianRiftValley #waterresources #watermanagement #climatemodel #evapotranspiration #ET #groundwater #watersecurity #CausalChainAnalysis #CCA #rainfall #precipitation #extremeweather #drought #wateryield #streamflow #planning #policy #forecasting

Hydrological Response To Climate Change In An Ethiopian Rift Valley Basin - A Multi-Model Ensemble Analysis
--
https://doi.org/10.1016/j.ejrh.2026.103483 <-- shared paper
--
#climatechange #SWAT #multimodelensemble #hydrologicalresponse #water #hydrology #hydrography #spatialanalysis #spatiotemporal #model #Hamessa #watershed #Africa #EthiopianRiftValley #waterresources #watermanagement #climatemodel #evapotranspiration #ET #groundwater #watersecurity #CausalChainAnalysis #CCA #rainfall #precipitation #extremeweather #drought #wateryield #streamflow #planning #policy #forecasting

Le 29 janvier, j'assistais pour la première fois aux Entretiens Albert-Kahn.
« Anticiper et gouverner dans l'incertitude »
Un sujet qui sonne juste en 2026.👍 👍

Ce moment m'a laissé une conviction forte : l'incertitude n'empêche pas d'agir. Elle oblige même à mieux agir.

Lire mon retour détaillé ici 👇
[https://www.linkedin.com/posts/matthieu-cotteret-ph-d-1ab75b342_prospective-forecasting-actionpublique-share-7457341383561969664-EMPb?utm_source=share&utm_medium=member_desktop&rcm=ACoAAFXllFMBUoh0b-IpuPAWfV0P1vGgrd2LLdQ]
#prospective #forecasting #management #administration #Hautsdeseine

Le 29 janvier, j'assistais aux Entretiens Albert-Kahn.
« Anticiper et gouverner dans l'incertitude »
Un sujet passionnant qui sonne très juste en 2026. 👍 👍
.
Lire mon retour détaillé ici 👇
[https://www.linkedin.com/posts/matthieu-cotteret-ph-d-1ab75b342_prospective-forecasting-actionpublique-share-7457341383561969664-EMPb?utm_source=share&utm_medium=member_desktop&rcm=ACoAAFXllFMBUoh0b-IpuPAWfV0P1vGgrd2LLdQ]

#prospective #forecasting #management #administration #Hautsdeseine

Scientists Finally Know Where The Colorado River’s Missing [sic] Water Is Going
--
https://www.sciencedaily.com/releases/2026/04/260413232421.htm <-- shared technical article
--
https://doi.org/10.1029/2024GL109826 <-- shared paper
--
#water #hydrology #waterresources #watermanagement #streamflow #weather #springweather #ColoradoRiver #meteorology #snowpack #snow #rainfall #precipitation #ET #evaporation #cloud #snowmelt #extremeweather #plants #vegetation #uptake #evapotranspiration #PET #MillenniumDrought #drought #climatechange #headwaters #cloudcover #soil #wateravailability #prediction #forecasting #estimates
@University Of Washington

Extreme Coastal Flood [and SLR] Maps For Aotearoa New Zealand
--
https://niwa.co.nz/hazards/coastal-hazards/extreme-coastal-flood-maps-aotearoa-new-zealand <-- shared Earth Sciences New Zealand entry page
--
https://experience.arcgis.com/experience/8e3d7262cc9846968f0bfb86da0806f8 <-- NIWA sea level / coastal flooding web mapping tools
--
https://niwa.co.nz/hazards/riskscape-software <-- shared NZ RiskScape software entry page
--https://niwa.co.nz/sites/default/files/Coastal%20flood%20mapping%20methodology%20report%20FINAL_0.pdf <-- shared 2023 #NIWA report, ‘Mapping New Zealand’s exposure to coastal flooding and sea-level rise’
--
https://niwa.co.nz/hazards/coastal-storm-inundation <-- shared NIWA Coastal storm inundation page
--
#GIS #spatial #mapping #NewZealand #spatialdata #opendata #water #hydrography #coast #coastal #flood #flooding #inundation #stormsurge #risk #hazard #forecasting #infrastructure #cost #damage #housing #climatechange #storm #extremeweather #tide #inundation #waves #sealevelrise #SLR #model #modeling #spatialanalysis #spatiotemporal #floodmap #remotesensing #LiDAR #SRTM #regional
@earth Sciences New Zealand | National Institute of Water & Atmospheric Research (NIWA) | @Ministry for the Environment | Manatū mō te Taiao

Extreme Coastal Flood [and SLR] Maps For Aotearoa New Zealand
--
https://niwa.co.nz/hazards/coastal-hazards/extreme-coastal-flood-maps-aotearoa-new-zealand <-- shared Earth Sciences New Zealand entry page
--
https://experience.arcgis.com/experience/8e3d7262cc9846968f0bfb86da0806f8 <-- NIWA sea level / coastal flooding web mapping tools
--
https://niwa.co.nz/hazards/riskscape-software <-- shared NZ RiskScape software entry page
--https://niwa.co.nz/sites/default/files/Coastal%20flood%20mapping%20methodology%20report%20FINAL_0.pdf <-- shared 2023 #NIWA report, ‘Mapping New Zealand’s exposure to coastal flooding and sea-level rise’
--
https://niwa.co.nz/hazards/coastal-storm-inundation <-- shared NIWA Coastal storm inundation page
--
#GIS #spatial #mapping #NewZealand #spatialdata #opendata #water #hydrography #coast #coastal #flood #flooding #inundation #stormsurge #risk #hazard #forecasting #infrastructure #cost #damage #housing #climatechange #storm #extremeweather #tide #inundation #waves #sealevelrise #SLR #model #modeling #spatialanalysis #spatiotemporal #floodmap #remotesensing #LiDAR #SRTM #regional
@earth Sciences New Zealand | National Institute of Water & Atmospheric Research (NIWA) | @Ministry for the Environment | Manatū mō te Taiao

Extreme Coastal Flood [and SLR] Maps For Aotearoa New Zealand
--
https://niwa.co.nz/hazards/coastal-hazards/extreme-coastal-flood-maps-aotearoa-new-zealand <-- shared Earth Sciences New Zealand entry page
--
https://experience.arcgis.com/experience/8e3d7262cc9846968f0bfb86da0806f8 <-- NIWA sea level / coastal flooding web mapping tools
--
https://niwa.co.nz/hazards/riskscape-software <-- shared NZ RiskScape software entry page
--https://niwa.co.nz/sites/default/files/Coastal%20flood%20mapping%20methodology%20report%20FINAL_0.pdf <-- shared 2023 #NIWA report, ‘Mapping New Zealand’s exposure to coastal flooding and sea-level rise’
--
https://niwa.co.nz/hazards/coastal-storm-inundation <-- shared NIWA Coastal storm inundation page
--
#GIS #spatial #mapping #NewZealand #spatialdata #opendata #water #hydrography #coast #coastal #flood #flooding #inundation #stormsurge #risk #hazard #forecasting #infrastructure #cost #damage #housing #climatechange #storm #extremeweather #tide #inundation #waves #sealevelrise #SLR #model #modeling #spatialanalysis #spatiotemporal #floodmap #remotesensing #LiDAR #SRTM #regional
@earth Sciences New Zealand | National Institute of Water & Atmospheric Research (NIWA) | @Ministry for the Environment | Manatū mō te Taiao

Extreme Coastal Flood [and SLR] Maps For Aotearoa New Zealand
--
https://niwa.co.nz/hazards/coastal-hazards/extreme-coastal-flood-maps-aotearoa-new-zealand <-- shared Earth Sciences New Zealand entry page
--
https://experience.arcgis.com/experience/8e3d7262cc9846968f0bfb86da0806f8 <-- NIWA sea level / coastal flooding web mapping tools
--
https://niwa.co.nz/hazards/riskscape-software <-- shared NZ RiskScape software entry page
--https://niwa.co.nz/sites/default/files/Coastal%20flood%20mapping%20methodology%20report%20FINAL_0.pdf <-- shared 2023 #NIWA report, ‘Mapping New Zealand’s exposure to coastal flooding and sea-level rise’
--
https://niwa.co.nz/hazards/coastal-storm-inundation <-- shared NIWA Coastal storm inundation page
--
#GIS #spatial #mapping #NewZealand #spatialdata #opendata #water #hydrography #coast #coastal #flood #flooding #inundation #stormsurge #risk #hazard #forecasting #infrastructure #cost #damage #housing #climatechange #storm #extremeweather #tide #inundation #waves #sealevelrise #SLR #model #modeling #spatialanalysis #spatiotemporal #floodmap #remotesensing #LiDAR #SRTM #regional
@earth Sciences New Zealand | National Institute of Water & Atmospheric Research (NIWA) | @Ministry for the Environment | Manatū mō te Taiao

Extreme Coastal Flood [and SLR] Maps For Aotearoa New Zealand
--
https://niwa.co.nz/hazards/coastal-hazards/extreme-coastal-flood-maps-aotearoa-new-zealand <-- shared Earth Sciences New Zealand entry page
--
https://experience.arcgis.com/experience/8e3d7262cc9846968f0bfb86da0806f8 <-- NIWA sea level / coastal flooding web mapping tools
--
https://niwa.co.nz/hazards/riskscape-software <-- shared NZ RiskScape software entry page
--https://niwa.co.nz/sites/default/files/Coastal%20flood%20mapping%20methodology%20report%20FINAL_0.pdf <-- shared 2023 #NIWA report, ‘Mapping New Zealand’s exposure to coastal flooding and sea-level rise’
--
https://niwa.co.nz/hazards/coastal-storm-inundation <-- shared NIWA Coastal storm inundation page
--
#GIS #spatial #mapping #NewZealand #spatialdata #opendata #water #hydrography #coast #coastal #flood #flooding #inundation #stormsurge #risk #hazard #forecasting #infrastructure #cost #damage #housing #climatechange #storm #extremeweather #tide #inundation #waves #sealevelrise #SLR #model #modeling #spatialanalysis #spatiotemporal #floodmap #remotesensing #LiDAR #SRTM #regional
@earth Sciences New Zealand | National Institute of Water & Atmospheric Research (NIWA) | @Ministry for the Environment | Manatū mō te Taiao

Adapting Dams To Climate Extremes - Lessons From Global Reservoir Operations
--
https://www.waterpowermagazine.com/analysis/adapting-dams-to-climate-extremes-lessons-from-global-reservoir-operations/ <-- shared technical article
--
https://doi.org/10.1596/43980 <-- shared World Bank Report, ‘Enhancing the Safety and Resilience of Dams in the Context of Climate Change and Extreme Hydrological Events’ (technical note)
--
#dams #waterresources #infrastructure #climatechange #risk #hazard #extremeweather #GLOF #global #flood #flooding #management #adaptative #reservoir #operations #planning #damsafety #forecasting #spatialanalysis #spatiotemporal #streamflow #rainfall #precipitation #hydrology #events #water #hydrography #impactassessment #riskmanagement
@world Bank @GWSP

Context parroting: A simple but tough-to-beat baseline for foundation models in scientific machine learning https://arxiv.org/abs/2505.11349

Context parroting relies on short stretches of time-series data (or context). As it moves through the time series, it scans for similar patterns or motifs that appeared earlier in the sequence, and uses those patterns to predict what might come

https://openreview.net/forum?id=EUAXc9Hlvm

https://www.santafe.edu/news-center/news/a-simple-baseline-for-ai-forecasting-in-machine-learning

#machineLearning #forecasting #timeseries #forecasting #ML

Context parroting: A simple but tough-to-beat baseline for foundation models in scientific machine learning https://arxiv.org/abs/2505.11349

Context parroting relies on short stretches of time-series data (or context). As it moves through the time series, it scans for similar patterns or motifs that appeared earlier in the sequence, and uses those patterns to predict what might come

https://openreview.net/forum?id=EUAXc9Hlvm

https://www.santafe.edu/news-center/news/a-simple-baseline-for-ai-forecasting-in-machine-learning

#machineLearning #forecasting #timeseries #forecasting #ML

Context parroting: A simple but tough-to-beat baseline for foundation models in scientific machine learning https://arxiv.org/abs/2505.11349

Context parroting relies on short stretches of time-series data (or context). As it moves through the time series, it scans for similar patterns or motifs that appeared earlier in the sequence, and uses those patterns to predict what might come

https://openreview.net/forum?id=EUAXc9Hlvm

https://www.santafe.edu/news-center/news/a-simple-baseline-for-ai-forecasting-in-machine-learning

#machineLearning #forecasting #timeseries #forecasting #ML

Context parroting: A simple but tough-to-beat baseline for foundation models in scientific machine learning https://arxiv.org/abs/2505.11349

Context parroting relies on short stretches of time-series data (or context). As it moves through the time series, it scans for similar patterns or motifs that appeared earlier in the sequence, and uses those patterns to predict what might come

https://openreview.net/forum?id=EUAXc9Hlvm

https://www.santafe.edu/news-center/news/a-simple-baseline-for-ai-forecasting-in-machine-learning

#machineLearning #forecasting #timeseries #forecasting #ML

Context parroting: A simple but tough-to-beat baseline for foundation models in scientific machine learning https://arxiv.org/abs/2505.11349

Context parroting relies on short stretches of time-series data (or context). As it moves through the time series, it scans for similar patterns or motifs that appeared earlier in the sequence, and uses those patterns to predict what might come

https://openreview.net/forum?id=EUAXc9Hlvm

https://www.santafe.edu/news-center/news/a-simple-baseline-for-ai-forecasting-in-machine-learning

#machineLearning #forecasting #timeseries #forecasting #ML

🌟 𝐈𝐧𝐭𝐫𝐨𝐝𝐮𝐜𝐢𝐧𝐠 [Google Research’s] 𝐆𝐫𝐨𝐮𝐧𝐝𝐬𝐨𝐮𝐫𝐜𝐞 - 𝐀𝐧 𝐨𝐩𝐞𝐧 𝐬𝐨𝐮𝐫𝐜𝐞 𝐝𝐚𝐭𝐚𝐬𝐞𝐭 𝐨𝐟 𝐡𝐢𝐬𝐭𝐨𝐫𝐢𝐜 𝐟𝐥𝐨𝐨𝐝 𝐞𝐯𝐞𝐧𝐭𝐬 𝐟𝐫𝐨𝐦 𝐧𝐞𝐰𝐬 𝐚𝐫𝐭𝐢𝐜𝐥𝐞𝐬.
--
https://doi.org/10.31223/X5RR2K / https://eartharxiv.org/repository/view/12083/ <-- shared paper
--
https://zenodo.org/records/18647054 <-- shared link to associated dataset
--
https://sites.research.google/gr/floodforecasting/ <-- shared link to Google Research flood forecasting effort entry page
--
#GoogleResearch #Google #Gemini #AI #ClimateTech #MachineLearning #DataScience #FloodForecasting #Sustainability #TechForGood #aggregation #curated #newsarticles #news #media #article #harvesting #reports #reporting #global #world #historic #naturalhazards #naturaldisaster #floods #flooding #flashflood #water #hydrology #extremeweather #climatechange #GDACS #Groundsource #GIS #spatial #mapping #spatialanalysis #spatiotemporal #geographic #openaccess #openscience #opendata #floodevents #LLM #gemini #largelanguagemodel #deeplearning #AI #precision #metrics #historicresource #model #modeling #forecasting #opensource

You already know that you can visualize your metrics from #Prometheus in #OpenSearch Dashboard's Discover Metrics experience (if not, check the comments).

But what if we could add some #AI sauce to detect anomalies and extrapolate forecasts?

Check out the new RFC for time series #anomalyDetection and #forecasting in @OpenSearchProject and chime in with your feedback.
https://github.com/opensearch-project/OpenSearch-Dashboards/issues/11439

#OpenSearchAmbassador #timeseries #metrics #monitoring #cloudnative
@Prometheus

You already know that you can visualize your metrics from #Prometheus in #OpenSearch Dashboard's Discover Metrics experience (if not, check the comments).

But what if we could add some #AI sauce to detect anomalies and extrapolate forecasts?

Check out the new RFC for time series #anomalyDetection and #forecasting in @OpenSearchProject and chime in with your feedback.
https://github.com/opensearch-project/OpenSearch-Dashboards/issues/11439

#OpenSearchAmbassador #timeseries #metrics #monitoring #cloudnative
@Prometheus

You already know that you can visualize your metrics from #Prometheus in #OpenSearch Dashboard's Discover Metrics experience (if not, check the comments).

But what if we could add some #AI sauce to detect anomalies and extrapolate forecasts?

Check out the new RFC for time series #anomalyDetection and #forecasting in @OpenSearchProject and chime in with your feedback.
https://github.com/opensearch-project/OpenSearch-Dashboards/issues/11439

#OpenSearchAmbassador #timeseries #metrics #monitoring #cloudnative
@Prometheus

You already know that you can visualize your metrics from #Prometheus in #OpenSearch Dashboard's Discover Metrics experience (if not, check the comments).

But what if we could add some #AI sauce to detect anomalies and extrapolate forecasts?

Check out the new RFC for time series #anomalyDetection and #forecasting in @OpenSearchProject and chime in with your feedback.
https://github.com/opensearch-project/OpenSearch-Dashboards/issues/11439

#OpenSearchAmbassador #timeseries #metrics #monitoring #cloudnative
@Prometheus

You already know that you can visualize your metrics from #Prometheus in #OpenSearch Dashboard's Discover Metrics experience (if not, check the comments).

But what if we could add some #AI sauce to detect anomalies and extrapolate forecasts?

Check out the new RFC for time series #anomalyDetection and #forecasting in @OpenSearchProject and chime in with your feedback.
https://github.com/opensearch-project/OpenSearch-Dashboards/issues/11439

#OpenSearchAmbassador #timeseries #metrics #monitoring #cloudnative
@Prometheus

Time Series Forecasting Analysis with Python
A practical workflow for finance data: clean the timeline, beat a baseline, and ship forecasts you can monitor.
This post walks through the real steps: missing dates, outliers, leakage-safe splits, baseline models, better models, and monitoring drift after deployment.

:medium: https://medium.com/write-a-catalyst/time-series-forecasting-analysis-with-python-a8b518e54708

#python #timeSeries #finance #dataScience #forecasting

@programming @ai @socialsciences @pythonclcoding

Time Series Forecasting Analysis with Python
A practical workflow for finance data: clean the timeline, beat a baseline, and ship forecasts you can monitor.
This post walks through the real steps: missing dates, outliers, leakage-safe splits, baseline models, better models, and monitoring drift after deployment.

:medium: https://medium.com/write-a-catalyst/time-series-forecasting-analysis-with-python-a8b518e54708

#python #timeSeries #finance #dataScience #forecasting

@programming @ai @socialsciences @pythonclcoding

Time Series Forecasting Analysis with Python
A practical workflow for finance data: clean the timeline, beat a baseline, and ship forecasts you can monitor.
This post walks through the real steps: missing dates, outliers, leakage-safe splits, baseline models, better models, and monitoring drift after deployment.

:medium: https://medium.com/write-a-catalyst/time-series-forecasting-analysis-with-python-a8b518e54708

#python #timeSeries #finance #dataScience #forecasting

@programming @ai @socialsciences @pythonclcoding

Time Series Forecasting Analysis with Python
A practical workflow for finance data: clean the timeline, beat a baseline, and ship forecasts you can monitor.
This post walks through the real steps: missing dates, outliers, leakage-safe splits, baseline models, better models, and monitoring drift after deployment.

:medium: https://medium.com/write-a-catalyst/time-series-forecasting-analysis-with-python-a8b518e54708

#python #timeSeries #finance #dataScience #forecasting

@programming @ai @socialsciences @pythonclcoding

Time Series Forecasting Analysis with Python
A practical workflow for finance data: clean the timeline, beat a baseline, and ship forecasts you can monitor.
This post walks through the real steps: missing dates, outliers, leakage-safe splits, baseline models, better models, and monitoring drift after deployment.

:medium: https://medium.com/write-a-catalyst/time-series-forecasting-analysis-with-python-a8b518e54708

#python #timeSeries #finance #dataScience #forecasting

@programming @ai @socialsciences @pythonclcoding

University of Bayreuth launches elite master’s programme in Ecological Forecasting
https://www.uni-bayreuth.de/en/press-releases/elite-masters-programme-ecological-forecasting
#Elitestudiengang #UBT #UniBayreuth #Ecological #Forecasting #StudierenInBayreuth

Predictability Of Earth’s Greenness [incl. spatial]
--
https://doi.org/10.1016/j.isprsjprs.2026.02.038 <-- shared paper
--
https://phys.org/news/2026-02-global-greening-earth-green-shifting.html <-- shared technical article
--
https://www.vox.com/down-to-earth/2024/2/7/24057308/earth-global-greening-climate-change-carbon <-- shared technical media article
--
https://doi.org/10.1038/s41893-019-0220-7 <-- shared (2019) paper
--
#Earth #greenness #deeplearning #AI #usecase #productivity #vegetation #foliage #greening #forecasting #geomorphometry #vegetationindex #NDVI #GIS #spatial #mapping #earthobservation #remotesensing #spatialanalysis #spatiotemporal #satellite #global #landuse #landcover #management #biomass #agriculture #crops #environment #ecosystems #forestcover #sustainability #foodsecurity #soilmoisture #treecover #temperature #parameters #forest #forested #landmanagement #agronomic #irrigation #fertilisation #croprotation #pestcontrol #attentionmodel #metrics

Hey hey, please join me for my webinar for the International Labour Organization next Wednesday that includes precentation of my R package bpvars 💙🖤
`
🌐 Registrations and info: https://www.ilo.org/meetings-and-events/forecasting-labour-market-outcomes-using-bayesian-hierarchical-panel-vars

#bsvars #bpvars #forecasting #labour #un #ilo #rstats

Hey hey, please join me for my webinar for the International Labour Organization next Wednesday that includes precentation of my R package bpvars 💙🖤
`
🌐 Registrations and info: https://www.ilo.org/meetings-and-events/forecasting-labour-market-outcomes-using-bayesian-hierarchical-panel-vars

#bsvars #bpvars #forecasting #labour #un #ilo #rstats

Hey hey, please join me for my webinar for the International Labour Organization next Wednesday that includes precentation of my R package bpvars 💙🖤
`
🌐 Registrations and info: https://www.ilo.org/meetings-and-events/forecasting-labour-market-outcomes-using-bayesian-hierarchical-panel-vars

#bsvars #bpvars #forecasting #labour #un #ilo #rstats

Hey hey, please join me for my webinar for the International Labour Organization next Wednesday that includes precentation of my R package bpvars 💙🖤
`
🌐 Registrations and info: https://www.ilo.org/meetings-and-events/forecasting-labour-market-outcomes-using-bayesian-hierarchical-panel-vars

#bsvars #bpvars #forecasting #labour #un #ilo #rstats

Hey hey, please join me for my webinar for the International Labour Organization next Wednesday that includes precentation of my R package bpvars 💙🖤
`
🌐 Registrations and info: https://www.ilo.org/meetings-and-events/forecasting-labour-market-outcomes-using-bayesian-hierarchical-panel-vars

#bsvars #bpvars #forecasting #labour #un #ilo #rstats

Ice-Patch Collapse And Early-Warning Implications From A Himalayan Flash Flood - Emerging Cryo-Hydrological Hazards Under Deglaciation
--
https://doi.org/10.1038/s44304-026-00191-x
--
https://youtu.be/zZXER7DocfY?si=lYOE_a6YwigP3-mB
--
#GIS #spatial #mapping #glacier #glacial #cryosphere #risk #hazard #flood #flooding #flashflood #earthobservation #cryohydrology #ice #snow #water #hydrogy #Himalaya #Himalayan #extremeweather #monitoring #risk #hazard #forecasting #DharaliFlashFlood #CryosphereScience #Deglaciation #EarlyWarning #RemoteSensing #Himalayas #NaturalHazards #ClimateChange #GlacierResearch #OpenScience #highmountain #mountain #slope #steepness #erosion #fluvial #nivation #Uttarakhand #India #SrikantaGlacier #DEM #elevation #satellite #chronology #reconstruction #ablation #debris #sedimentation #debrisflow #meltwater #debris #surge #massmovement #engineeringgeology #cryospherichazard #terrain #spatialanalysis #spatiotemporal #earlywarning #naturalhazard #channel #topography #geography #hydrogeomorphology #geomorphology #Dharali

Ice-Patch Collapse And Early-Warning Implications From A Himalayan Flash Flood - Emerging Cryo-Hydrological Hazards Under Deglaciation
--
https://doi.org/10.1038/s44304-026-00191-x
--
https://youtu.be/zZXER7DocfY?si=lYOE_a6YwigP3-mB
--
#GIS #spatial #mapping #glacier #glacial #cryosphere #risk #hazard #flood #flooding #flashflood #earthobservation #cryohydrology #ice #snow #water #hydrogy #Himalaya #Himalayan #extremeweather #monitoring #risk #hazard #forecasting #DharaliFlashFlood #CryosphereScience #Deglaciation #EarlyWarning #RemoteSensing #Himalayas #NaturalHazards #ClimateChange #GlacierResearch #OpenScience #highmountain #mountain #slope #steepness #erosion #fluvial #nivation #Uttarakhand #India #SrikantaGlacier #DEM #elevation #satellite #chronology #reconstruction #ablation #debris #sedimentation #debrisflow #meltwater #debris #surge #massmovement #engineeringgeology #cryospherichazard #terrain #spatialanalysis #spatiotemporal #earlywarning #naturalhazard #channel #topography #geography #hydrogeomorphology #geomorphology #Dharali

Ice-Patch Collapse And Early-Warning Implications From A Himalayan Flash Flood - Emerging Cryo-Hydrological Hazards Under Deglaciation
--
https://doi.org/10.1038/s44304-026-00191-x
--
https://youtu.be/zZXER7DocfY?si=lYOE_a6YwigP3-mB
--
#GIS #spatial #mapping #glacier #glacial #cryosphere #risk #hazard #flood #flooding #flashflood #earthobservation #cryohydrology #ice #snow #water #hydrogy #Himalaya #Himalayan #extremeweather #monitoring #risk #hazard #forecasting #DharaliFlashFlood #CryosphereScience #Deglaciation #EarlyWarning #RemoteSensing #Himalayas #NaturalHazards #ClimateChange #GlacierResearch #OpenScience #highmountain #mountain #slope #steepness #erosion #fluvial #nivation #Uttarakhand #India #SrikantaGlacier #DEM #elevation #satellite #chronology #reconstruction #ablation #debris #sedimentation #debrisflow #meltwater #debris #surge #massmovement #engineeringgeology #cryospherichazard #terrain #spatialanalysis #spatiotemporal #earlywarning #naturalhazard #channel #topography #geography #hydrogeomorphology #geomorphology #Dharali

Ice-Patch Collapse And Early-Warning Implications From A Himalayan Flash Flood - Emerging Cryo-Hydrological Hazards Under Deglaciation
--
https://doi.org/10.1038/s44304-026-00191-x
--
https://youtu.be/zZXER7DocfY?si=lYOE_a6YwigP3-mB
--
#GIS #spatial #mapping #glacier #glacial #cryosphere #risk #hazard #flood #flooding #flashflood #earthobservation #cryohydrology #ice #snow #water #hydrogy #Himalaya #Himalayan #extremeweather #monitoring #risk #hazard #forecasting #DharaliFlashFlood #CryosphereScience #Deglaciation #EarlyWarning #RemoteSensing #Himalayas #NaturalHazards #ClimateChange #GlacierResearch #OpenScience #highmountain #mountain #slope #steepness #erosion #fluvial #nivation #Uttarakhand #India #SrikantaGlacier #DEM #elevation #satellite #chronology #reconstruction #ablation #debris #sedimentation #debrisflow #meltwater #debris #surge #massmovement #engineeringgeology #cryospherichazard #terrain #spatialanalysis #spatiotemporal #earlywarning #naturalhazard #channel #topography #geography #hydrogeomorphology #geomorphology #Dharali

Ice-Patch Collapse And Early-Warning Implications From A Himalayan Flash Flood - Emerging Cryo-Hydrological Hazards Under Deglaciation
--
https://doi.org/10.1038/s44304-026-00191-x
--
https://youtu.be/zZXER7DocfY?si=lYOE_a6YwigP3-mB
--
#GIS #spatial #mapping #glacier #glacial #cryosphere #risk #hazard #flood #flooding #flashflood #earthobservation #cryohydrology #ice #snow #water #hydrogy #Himalaya #Himalayan #extremeweather #monitoring #risk #hazard #forecasting #DharaliFlashFlood #CryosphereScience #Deglaciation #EarlyWarning #RemoteSensing #Himalayas #NaturalHazards #ClimateChange #GlacierResearch #OpenScience #highmountain #mountain #slope #steepness #erosion #fluvial #nivation #Uttarakhand #India #SrikantaGlacier #DEM #elevation #satellite #chronology #reconstruction #ablation #debris #sedimentation #debrisflow #meltwater #debris #surge #massmovement #engineeringgeology #cryospherichazard #terrain #spatialanalysis #spatiotemporal #earlywarning #naturalhazard #channel #topography #geography #hydrogeomorphology #geomorphology #Dharali

Five Architectures for Time Series Forecasting with Large Language Models
Large Language Models are increasingly being applied to time series forecasting. Not as chatbots, but as prediction engines that leverage the pattern recognition capabilitie
https://www.hylkerozema.nl/2026/02/25/five-architectures-for-time-series-forecasting-with-large-language-models/
#DataScience #MachineLearningEngineering #DataScience #Forecasting #FoundationModels #LLM #MachineLearning #TimeSeries #Transformer

Five Architectures for Time Series Forecasting with Large Language Models
Large Language Models are increasingly being applied to time series forecasting. Not as chatbots, but as prediction engines that leverage the pattern recognition capabilitie
https://www.hylkerozema.nl/2026/02/25/five-architectures-for-time-series-forecasting-with-large-language-models/
#DataScience #MachineLearningEngineering #DataScience #Forecasting #FoundationModels #LLM #MachineLearning #TimeSeries #Transformer

Five Architectures for Time Series Forecasting with Large Language Models
Large Language Models are increasingly being applied to time series forecasting. Not as chatbots, but as prediction engines that leverage the pattern recognition capabilitie
https://www.hylkerozema.nl/2026/02/25/five-architectures-for-time-series-forecasting-with-large-language-models/
#DataScience #MachineLearningEngineering #DataScience #Forecasting #FoundationModels #LLM #MachineLearning #TimeSeries #Transformer

Five Architectures for Time Series Forecasting with Large Language Models
Large Language Models are increasingly being applied to time series forecasting. Not as chatbots, but as prediction engines that leverage the pattern recognition capabilitie
https://www.hylkerozema.nl/2026/02/25/five-architectures-for-time-series-forecasting-with-large-language-models/
#DataScience #MachineLearningEngineering #DataScience #Forecasting #FoundationModels #LLM #MachineLearning #TimeSeries #Transformer

Five Architectures for Time Series Forecasting with Large Language Models
Large Language Models are increasingly being applied to time series forecasting. Not as chatbots, but as prediction engines that leverage the pattern recognition capabilitie
https://www.hylkerozema.nl/2026/02/25/five-architectures-for-time-series-forecasting-with-large-language-models/
#DataScience #MachineLearningEngineering #DataScience #Forecasting #FoundationModels #LLM #MachineLearning #TimeSeries #Transformer

“While some #companies are still experimenting, a growing number are finding that routine #AnalyticalWork — from #forecasting to financial #modelling — as well as #research and drafting #content, can now be done almost instantly by #SoftwareAgents.

Many have already introduced specific #tools that have transformed the #work of #professionals in their industry — Harvey in #legal services, Writer for #corporate communications, Synthesia for #training content and Intercom’s Fin for customer #support, for example. Some companies are building their own specialised tools #InHouse.”

#WhiteCollar / #ZeroHourWork / #Anthropic / #AI / #ArtificialIntelligence <https://archive.md/qCmsY> / <https://www.ft.com/content/92dfd571-8d34-42f1-8be8-dce126998e37>

Comparing Flood Inundation Map Features and Diagnosing Decision Support Design Challenges
--
https://doi.org/10.1002/hyp.70362 <-- shared paper
--
#GIS #spatial #mapping #climatechange #extremeweather #pluvial #fluvial #water #surfacewater #precipitation #flood #flooding #floodinnundation #innundation #NOAA #FIM #floodinnundationmaps #model #modeling #spatialanalysis #spatiotemporal #floodresponse #response #naturalhazard #monitoring #forecasting #forecast #visualisation #FIMAN #remotesensing #Copernicus #impactassessment #research #emergencymanagement #humanimpact #safety #publicsafety #risk #hazard #infrastructure #FloodMapper #floodwatch #flashflood
@FEMA | @NOAA | @USGS |

Inside the Decades-Long Partnership Keeping Iconic Glacier National Park Road Safe [incl. video]
--
https://www.usgs.gov/programs/ecosystems-land-change-science-program/science/video-inside-decades-long-partnership <-- shared technical article / video
--
[I have been fortunate to ride and drive up and down this road, although not in the winter; a truly great experience and an impressive piece of road construction, especially as an engineering geologist]
#USGS #AvalancheForecasting #GlacierNationalPark #ScienceInAction #Transportation #risk #hazard #avalanche #SunRoad #GoingToTheSunRoad #GlacierNationalPark #infrastructure #fedscience #publicsafety #transportation #engineeringeology #forecasting #commerce #USA #Montana #landslide #massmovement #snow #climate #IntermountainWest
#USGS #NPS #USFS