#forecasting β Public Fediverse posts
Live and recent posts from across the Fediverse tagged #forecasting, aggregated by home.social.
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https://www.europesays.com/uk/976762/ Space data that stabilises renewable energy grids | RESPONDENT Project | Results in Brief | HORIZON | CORDIS #Copernicus #EarthObservation #Energy #EU #Europe #European #forecasting #galileo #Grid #navigation #operators #renewable #RESPONDENT #solar #Supply #sustainable #Weather #Wind
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Ice-Patch Collapse And Early-Warning Implications From A Himalayan Flash Flood - Emerging Cryo-Hydrological Hazards Under Deglaciation
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https://doi.org/10.1038/s44304-026-00191-x
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https://youtu.be/zZXER7DocfY?si=lYOE_a6YwigP3-mB
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#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
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https://doi.org/10.1038/s44304-026-00191-x
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https://youtu.be/zZXER7DocfY?si=lYOE_a6YwigP3-mB
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#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
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https://doi.org/10.1038/s44304-026-00191-x
--
https://youtu.be/zZXER7DocfY?si=lYOE_a6YwigP3-mB
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#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
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#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
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https://doi.org/10.1038/s44304-026-00191-x
--
https://youtu.be/zZXER7DocfY?si=lYOE_a6YwigP3-mB
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#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 -
Satellite Captures The First Detailed Look At A Massive Tsunami
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https://www.earth.com/news/satellite-captures-the-first-detailed-look-at-a-giant-tsunami/ <-- shared technical article
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https://doi.org/10.1785/0320250037 <-- shared paper
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#GIS #spatial #mapping #satellite #remotesensing #earthobservation #geology #tectonics #Kuril #Kamchatka #Russia #Pacific #tsunami #NASA #SWOT #energy #dissipation #risk #hazard #model #modeling #DART #buoy #observation #instrumentation #waveforms #propogation #geodetic #spatialanalysis #spatiotemporal #marine #wave #megathrust #rupture #mechanics #altimetry #forecasting #hydrodynamic -
Extreme Coastal Flood [and SLR] Maps For Aotearoa New Zealand
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https://niwa.co.nz/hazards/coastal-hazards/extreme-coastal-flood-maps-aotearoa-new-zealand <-- shared Earth Sciences New Zealand entry page
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https://experience.arcgis.com/experience/8e3d7262cc9846968f0bfb86da0806f8 <-- NIWA sea level / coastal flooding web mapping tools
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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, βMapping New Zealandβs exposure to coastal flooding and sea-level riseβ
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https://niwa.co.nz/hazards/coastal-storm-inundation <-- shared NIWA Coastal storm inundation page
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#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 | ManatΕ« mΕ te Taiao -
Extreme Coastal Flood [and SLR] Maps For Aotearoa New Zealand
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https://niwa.co.nz/hazards/coastal-hazards/extreme-coastal-flood-maps-aotearoa-new-zealand <-- shared Earth Sciences New Zealand entry page
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https://experience.arcgis.com/experience/8e3d7262cc9846968f0bfb86da0806f8 <-- NIWA sea level / coastal flooding web mapping tools
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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, βMapping New Zealandβs exposure to coastal flooding and sea-level riseβ
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https://niwa.co.nz/hazards/coastal-storm-inundation <-- shared NIWA Coastal storm inundation page
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#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 | ManatΕ« mΕ te Taiao -
Extreme Coastal Flood [and SLR] Maps For Aotearoa New Zealand
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https://niwa.co.nz/hazards/coastal-hazards/extreme-coastal-flood-maps-aotearoa-new-zealand <-- shared Earth Sciences New Zealand entry page
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https://experience.arcgis.com/experience/8e3d7262cc9846968f0bfb86da0806f8 <-- NIWA sea level / coastal flooding web mapping tools
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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, βMapping New Zealandβs exposure to coastal flooding and sea-level riseβ
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https://niwa.co.nz/hazards/coastal-storm-inundation <-- shared NIWA Coastal storm inundation page
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#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 | ManatΕ« mΕ te Taiao -
Extreme Coastal Flood [and SLR] Maps For Aotearoa New Zealand
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https://niwa.co.nz/hazards/coastal-hazards/extreme-coastal-flood-maps-aotearoa-new-zealand <-- shared Earth Sciences New Zealand entry page
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https://experience.arcgis.com/experience/8e3d7262cc9846968f0bfb86da0806f8 <-- NIWA sea level / coastal flooding web mapping tools
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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, βMapping New Zealandβs exposure to coastal flooding and sea-level riseβ
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https://niwa.co.nz/hazards/coastal-storm-inundation <-- shared NIWA Coastal storm inundation page
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#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 | ManatΕ« mΕ te Taiao -
Extreme Coastal Flood [and SLR] Maps For Aotearoa New Zealand
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https://niwa.co.nz/hazards/coastal-hazards/extreme-coastal-flood-maps-aotearoa-new-zealand <-- shared Earth Sciences New Zealand entry page
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https://experience.arcgis.com/experience/8e3d7262cc9846968f0bfb86da0806f8 <-- NIWA sea level / coastal flooding web mapping tools
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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, βMapping New Zealandβs exposure to coastal flooding and sea-level riseβ
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https://niwa.co.nz/hazards/coastal-storm-inundation <-- shared NIWA Coastal storm inundation page
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#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 | ManatΕ« mΕ te Taiao -
When Heavy Rain Meets #Glacial Landscapes β Record-Breaking #Flooding in #WashingtonState [USA]β¦
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https://www.linkedin.com/posts/geological-society-of-america_geohazards-flooding-landslides-ugcPost-7405031818007187457-wuwy <-- shared GSA LinkedIn post
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https://doi.org/10.1130/G39691.1 <-- shared paper
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https://komonews.com/news/local/landslide-risk-western-washington-severe-flooding-heavy-rain-continues-for-dirt-soil-sediment-weather-forecast-winter-storm-pacific-northwest <-- shared media article
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https://youtu.be/1yB34LibGo8?si=Z_Ug5gd3xLhvZGym <-- shared media video
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#geohazards #Landslides #Geology #landslide #severeweather #landslides #landsliderisk #weather #westernwashington #washingtonflooding #flooding #winterconditions #storm #pnw #meteorology #science #massmovement #flood #extremeweather #fluvial #pluvial #rainfall #atmosphericriver #engineeringgeology #risk #hazard #mitigation #forecasting #riskmanagement #damage #infrastructure #cost #economics #publicsafety #PNW #PacificNorthwest #water #hydrology #glacial #sediment #sedimentology #stratigraphy #GIS #spatial #mapping #remotesensing #spatialanalysis #elevation #slopestability #froundwater #hydrology #model #flow #modeling #outwash #till #clay #watertable #lithology #landscape #geomorphology #geometry #USA -
When Heavy Rain Meets #Glacial Landscapes β Record-Breaking #Flooding in #WashingtonState [USA]β¦
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https://www.linkedin.com/posts/geological-society-of-america_geohazards-flooding-landslides-ugcPost-7405031818007187457-wuwy <-- shared GSA LinkedIn post
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https://doi.org/10.1130/G39691.1 <-- shared paper
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https://komonews.com/news/local/landslide-risk-western-washington-severe-flooding-heavy-rain-continues-for-dirt-soil-sediment-weather-forecast-winter-storm-pacific-northwest <-- shared media article
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https://youtu.be/1yB34LibGo8?si=Z_Ug5gd3xLhvZGym <-- shared media video
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#geohazards #Landslides #Geology #landslide #severeweather #landslides #landsliderisk #weather #westernwashington #washingtonflooding #flooding #winterconditions #storm #pnw #meteorology #science #massmovement #flood #extremeweather #fluvial #pluvial #rainfall #atmosphericriver #engineeringgeology #risk #hazard #mitigation #forecasting #riskmanagement #damage #infrastructure #cost #economics #publicsafety #PNW #PacificNorthwest #water #hydrology #glacial #sediment #sedimentology #stratigraphy #GIS #spatial #mapping #remotesensing #spatialanalysis #elevation #slopestability #froundwater #hydrology #model #flow #modeling #outwash #till #clay #watertable #lithology #landscape #geomorphology #geometry #USA -
When Heavy Rain Meets #Glacial Landscapes β Record-Breaking #Flooding in #WashingtonState [USA]β¦
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https://www.linkedin.com/posts/geological-society-of-america_geohazards-flooding-landslides-ugcPost-7405031818007187457-wuwy <-- shared GSA LinkedIn post
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https://doi.org/10.1130/G39691.1 <-- shared paper
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https://komonews.com/news/local/landslide-risk-western-washington-severe-flooding-heavy-rain-continues-for-dirt-soil-sediment-weather-forecast-winter-storm-pacific-northwest <-- shared media article
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https://youtu.be/1yB34LibGo8?si=Z_Ug5gd3xLhvZGym <-- shared media video
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#geohazards #Landslides #Geology #landslide #severeweather #landslides #landsliderisk #weather #westernwashington #washingtonflooding #flooding #winterconditions #storm #pnw #meteorology #science #massmovement #flood #extremeweather #fluvial #pluvial #rainfall #atmosphericriver #engineeringgeology #risk #hazard #mitigation #forecasting #riskmanagement #damage #infrastructure #cost #economics #publicsafety #PNW #PacificNorthwest #water #hydrology #glacial #sediment #sedimentology #stratigraphy #GIS #spatial #mapping #remotesensing #spatialanalysis #elevation #slopestability #froundwater #hydrology #model #flow #modeling #outwash #till #clay #watertable #lithology #landscape #geomorphology #geometry #USA -
When Heavy Rain Meets #Glacial Landscapes β Record-Breaking #Flooding in #WashingtonState [USA]β¦
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https://www.linkedin.com/posts/geological-society-of-america_geohazards-flooding-landslides-ugcPost-7405031818007187457-wuwy <-- shared GSA LinkedIn post
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https://doi.org/10.1130/G39691.1 <-- shared paper
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https://komonews.com/news/local/landslide-risk-western-washington-severe-flooding-heavy-rain-continues-for-dirt-soil-sediment-weather-forecast-winter-storm-pacific-northwest <-- shared media article
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https://youtu.be/1yB34LibGo8?si=Z_Ug5gd3xLhvZGym <-- shared media video
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#geohazards #Landslides #Geology #landslide #severeweather #landslides #landsliderisk #weather #westernwashington #washingtonflooding #flooding #winterconditions #storm #pnw #meteorology #science #massmovement #flood #extremeweather #fluvial #pluvial #rainfall #atmosphericriver #engineeringgeology #risk #hazard #mitigation #forecasting #riskmanagement #damage #infrastructure #cost #economics #publicsafety #PNW #PacificNorthwest #water #hydrology #glacial #sediment #sedimentology #stratigraphy #GIS #spatial #mapping #remotesensing #spatialanalysis #elevation #slopestability #froundwater #hydrology #model #flow #modeling #outwash #till #clay #watertable #lithology #landscape #geomorphology #geometry #USA -
When Heavy Rain Meets #Glacial Landscapes β Record-Breaking #Flooding in #WashingtonState [USA]β¦
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https://www.linkedin.com/posts/geological-society-of-america_geohazards-flooding-landslides-ugcPost-7405031818007187457-wuwy <-- shared GSA LinkedIn post
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https://doi.org/10.1130/G39691.1 <-- shared paper
--
https://komonews.com/news/local/landslide-risk-western-washington-severe-flooding-heavy-rain-continues-for-dirt-soil-sediment-weather-forecast-winter-storm-pacific-northwest <-- shared media article
--
https://youtu.be/1yB34LibGo8?si=Z_Ug5gd3xLhvZGym <-- shared media video
--
#geohazards #Landslides #Geology #landslide #severeweather #landslides #landsliderisk #weather #westernwashington #washingtonflooding #flooding #winterconditions #storm #pnw #meteorology #science #massmovement #flood #extremeweather #fluvial #pluvial #rainfall #atmosphericriver #engineeringgeology #risk #hazard #mitigation #forecasting #riskmanagement #damage #infrastructure #cost #economics #publicsafety #PNW #PacificNorthwest #water #hydrology #glacial #sediment #sedimentology #stratigraphy #GIS #spatial #mapping #remotesensing #spatialanalysis #elevation #slopestability #froundwater #hydrology #model #flow #modeling #outwash #till #clay #watertable #lithology #landscape #geomorphology #geometry #USA -
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
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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
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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
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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
-
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
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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
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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
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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
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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
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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
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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 -
Absolutely gaga over this new preprint by Nick Clark and the @weecology group. So many methodological threads - long-term ecological monitoring, an open data system, careful semi-parametric models, simulation-based inference and forecasting rigor - combine into predicting complex multispecies dynamics while learning about their relationships + drivers
https://ecoevorxiv.org/repository/view/5143/, code at https://github.com/nicholasjclark/portal_VAR
Thread from Nick at: https://twitter.com/nj_clark/status/1635417591157260288
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The Rise Of Community-Led Landslide Monitoring
Could an innovative natural-disaster monitoring system in Alaska be a model for the rest of the country?
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https://seaklandslideworkinggroup.substack.com/p/article-in-sierra-about-southeast <-- shared technical #Substack
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#communitybased #landslidemonitoring #NationalLandslidePreparednessAct #massmovement #engineeringgeology #risk #hazard #landslide #publicsafety #monitoring #Sitka #Alaska #debrisflow #risk #hazard #water #hydrology #pluvial #fluvial #rainfall #precipitation #AK #extremeweather #climatechange #atmosphericriver #coast #coastal #slope #steepness #Haines #Ketchikan #Wrangell #Juneau #propertydamage #cost #economics #soilmositure #sensors #raingauge #Skagway #emergencymanagement #forecasting #tool #online #dashboard #situationalawareness #NSF #grant #infrastructure #threshold #historic #analysis #geomorphology #geomorphometry #communication #buddysystem #risktolerance #SitkaTribeofAlaska
#NationalScienceFoundation #USFS -
The Rise Of Community-Led Landslide Monitoring
Could an innovative natural-disaster monitoring system in Alaska be a model for the rest of the country?
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https://seaklandslideworkinggroup.substack.com/p/article-in-sierra-about-southeast <-- shared technical #Substack
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#communitybased #landslidemonitoring #NationalLandslidePreparednessAct #massmovement #engineeringgeology #risk #hazard #landslide #publicsafety #monitoring #Sitka #Alaska #debrisflow #risk #hazard #water #hydrology #pluvial #fluvial #rainfall #precipitation #AK #extremeweather #climatechange #atmosphericriver #coast #coastal #slope #steepness #Haines #Ketchikan #Wrangell #Juneau #propertydamage #cost #economics #soilmositure #sensors #raingauge #Skagway #emergencymanagement #forecasting #tool #online #dashboard #situationalawareness #NSF #grant #infrastructure #threshold #historic #analysis #geomorphology #geomorphometry #communication #buddysystem #risktolerance #SitkaTribeofAlaska
#NationalScienceFoundation #USFS -
The Rise Of Community-Led Landslide Monitoring
Could an innovative natural-disaster monitoring system in Alaska be a model for the rest of the country?
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https://seaklandslideworkinggroup.substack.com/p/article-in-sierra-about-southeast <-- shared technical #Substack
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#communitybased #landslidemonitoring #NationalLandslidePreparednessAct #massmovement #engineeringgeology #risk #hazard #landslide #publicsafety #monitoring #Sitka #Alaska #debrisflow #risk #hazard #water #hydrology #pluvial #fluvial #rainfall #precipitation #AK #extremeweather #climatechange #atmosphericriver #coast #coastal #slope #steepness #Haines #Ketchikan #Wrangell #Juneau #propertydamage #cost #economics #soilmositure #sensors #raingauge #Skagway #emergencymanagement #forecasting #tool #online #dashboard #situationalawareness #NSF #grant #infrastructure #threshold #historic #analysis #geomorphology #geomorphometry #communication #buddysystem #risktolerance #SitkaTribeofAlaska
#NationalScienceFoundation #USFS -
The Rise Of Community-Led Landslide Monitoring
Could an innovative natural-disaster monitoring system in Alaska be a model for the rest of the country?
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https://seaklandslideworkinggroup.substack.com/p/article-in-sierra-about-southeast <-- shared technical #Substack
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#communitybased #landslidemonitoring #NationalLandslidePreparednessAct #massmovement #engineeringgeology #risk #hazard #landslide #publicsafety #monitoring #Sitka #Alaska #debrisflow #risk #hazard #water #hydrology #pluvial #fluvial #rainfall #precipitation #AK #extremeweather #climatechange #atmosphericriver #coast #coastal #slope #steepness #Haines #Ketchikan #Wrangell #Juneau #propertydamage #cost #economics #soilmositure #sensors #raingauge #Skagway #emergencymanagement #forecasting #tool #online #dashboard #situationalawareness #NSF #grant #infrastructure #threshold #historic #analysis #geomorphology #geomorphometry #communication #buddysystem #risktolerance #SitkaTribeofAlaska
#NationalScienceFoundation #USFS -
The Rise Of Community-Led Landslide Monitoring
Could an innovative natural-disaster monitoring system in Alaska be a model for the rest of the country?
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https://seaklandslideworkinggroup.substack.com/p/article-in-sierra-about-southeast <-- shared technical #Substack
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#communitybased #landslidemonitoring #NationalLandslidePreparednessAct #massmovement #engineeringgeology #risk #hazard #landslide #publicsafety #monitoring #Sitka #Alaska #debrisflow #risk #hazard #water #hydrology #pluvial #fluvial #rainfall #precipitation #AK #extremeweather #climatechange #atmosphericriver #coast #coastal #slope #steepness #Haines #Ketchikan #Wrangell #Juneau #propertydamage #cost #economics #soilmositure #sensors #raingauge #Skagway #emergencymanagement #forecasting #tool #online #dashboard #situationalawareness #NSF #grant #infrastructure #threshold #historic #analysis #geomorphology #geomorphometry #communication #buddysystem #risktolerance #SitkaTribeofAlaska
#NationalScienceFoundation #USFS -
Adapting Dams To Climate Extremes - Lessons From Global Reservoir Operations
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https://www.waterpowermagazine.com/analysis/adapting-dams-to-climate-extremes-lessons-from-global-reservoir-operations/ <-- shared technical article
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https://doi.org/10.1596/43980 <-- shared World Bank Report, βEnhancing the Safety and Resilience of Dams in the Context of Climate Change and Extreme Hydrological Eventsβ (technical note)
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#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 -
USGS Scientists Are Providing Critical Data To Support Emergency Response Efforts As Glacier Flooding Affects Juneau, Alaska.
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https://www.linkedin.com/posts/usgs_usgs-scientists-are-providing-critical-data-activity-7361514160343408640-HMuf <-- shared #USGS LinkedIn post
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https://apps.usgs.gov/hivis/camera/AK_Glacial_Lake_near_Nugget_LOOKING_UPSTREAM_GLACIER_VIEW <-- views at USGS HIVES website
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https://www.juneauflood.com/#/home <-- Juneau Glacial Flood Dashboard, University of Alaska, SE
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https://www.juneauflood.com/#/flood-map <-- Juneau Glacial Flood Dashboard / Flood Map
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https://www.weather.gov/ajk/suicideBasin <-- National Weather Service (NWS) monitoring and current conditions
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#GIS #spatial #monitoring #GLOF #Alaska #climatechange #glacier #melting #Juneau #floodmaps #forecasting #innundation #glacial #outburstfloods #SuicideBasin #Mendenhall #Lake #Valley #engineering #mitigation #HESCO #risk #hazard #engineeringgeology #cost #impacts #economics #residential #naturaldisaster #infrastructure #residential #homes #fedscience #fedservice #opendata #fedopendata #publicsafety #publicgood #water #hydrology #flood #flooding
@USGS @nws -
π New opportunity to work on the MigrantLife and CPC-CG projects at the University of St Andrews
#Postdoctoral #ResearchFellow to work on #family and #housing projections using #microsimulation
Apply by 1 October: https://www.vacancies.st-andrews.ac.uk/Vacancies/W/5839/0/456726/889/research-fellow-or-research-assistant-ar2690
#demography #socialsciences #migration #geography #partnership #childbearing #homeownership #jobs #vacancies #researchjob #researchassistant #migrantlife #standrews #forecasting
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π New opportunity to work on the MigrantLife and CPC-CG projects at the University of St Andrews
#Postdoctoral #ResearchFellow to work on #family and #housing projections using #microsimulation
Apply by 1 October: https://www.vacancies.st-andrews.ac.uk/Vacancies/W/5839/0/456726/889/research-fellow-or-research-assistant-ar2690
#demography #socialsciences #migration #geography #partnership #childbearing #homeownership #jobs #vacancies #researchjob #researchassistant #migrantlife #standrews #forecasting
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π New opportunity to work on the MigrantLife and CPC-CG projects at the University of St Andrews
#Postdoctoral #ResearchFellow to work on #family and #housing projections using #microsimulation
Apply by 1 October: https://www.vacancies.st-andrews.ac.uk/Vacancies/W/5839/0/456726/889/research-fellow-or-research-assistant-ar2690
#demography #socialsciences #migration #geography #partnership #childbearing #homeownership #jobs #vacancies #researchjob #researchassistant #migrantlife #standrews #forecasting
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π New opportunity to work on the MigrantLife and CPC-CG projects at the University of St Andrews
#Postdoctoral #ResearchFellow to work on #family and #housing projections using #microsimulation
Apply by 1 October: https://www.vacancies.st-andrews.ac.uk/Vacancies/W/5839/0/456726/889/research-fellow-or-research-assistant-ar2690
#demography #socialsciences #migration #geography #partnership #childbearing #homeownership #jobs #vacancies #researchjob #researchassistant #migrantlife #standrews #forecasting
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π New opportunity to work on the MigrantLife and CPC-CG projects at the University of St Andrews
#Postdoctoral #ResearchFellow to work on #family and #housing projections using #microsimulation
Apply by 1 October: https://www.vacancies.st-andrews.ac.uk/Vacancies/W/5839/0/456726/889/research-fellow-or-research-assistant-ar2690
#demography #socialsciences #migration #geography #partnership #childbearing #homeownership #jobs #vacancies #researchjob #researchassistant #migrantlife #standrews #forecasting