#geoai — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #geoai, aggregated by home.social.
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A deep‑dive into the AI Agent by #TerraLab plugin for #QGIS.
🎥 Watch the video:
▶️ PeerTube: videos.qwast-gis.com/w/gtJLNS1S7C... YouTube youtu.be/QuVbzBfkacw
More info: terra-lab.ai/blog/ai-agen...
#GIS #GeoAI #AgenticAI
Review of the AI Agent for QGI... -
A deep‑dive into the AI Agent by #TerraLab plugin for #QGIS.
🎥 Watch the video:
▶️ PeerTube: videos.qwast-gis.com/w/gtJLNS1S7C... YouTube youtu.be/QuVbzBfkacw
More info: terra-lab.ai/blog/ai-agen...
#GIS #GeoAI #AgenticAI
Review of the AI Agent for QGI... -
Review of the AI Agent for QGIS plugin by TerraLab
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Review of the AI Agent for QGIS plugin by TerraLab
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Review of the AI Agent for QGIS plugin by TerraLab
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A deep‑dive into the AI Agent by #TerraLab plugin for #QGIS.
🎥 Watch the video:
▶️ PeerTube: https://videos.qwast-gis.com/w/gtJLNS1S7CevqQ1eAdcqVqMore info: https://terra-lab.ai/blog/ai-agent-complete-guide
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A deep‑dive into the AI Agent by #TerraLab plugin for #QGIS.
🎥 Watch the video:
▶️ PeerTube: https://videos.qwast-gis.com/w/gtJLNS1S7CevqQ1eAdcqVqMore info: https://terra-lab.ai/blog/ai-agent-complete-guide
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A deep‑dive into the AI Agent by #TerraLab plugin for #QGIS.
🎥 Watch the video:
▶️ PeerTube: https://videos.qwast-gis.com/w/gtJLNS1S7CevqQ1eAdcqVqMore info: https://terra-lab.ai/blog/ai-agent-complete-guide
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A deep‑dive into the AI Agent by #TerraLab plugin for #QGIS.
🎥 Watch the video:
▶️ PeerTube: https://videos.qwast-gis.com/w/gtJLNS1S7CevqQ1eAdcqVqMore info: https://terra-lab.ai/blog/ai-agent-complete-guide
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A deep‑dive into the AI Agent by #TerraLab plugin for #QGIS.
🎥 Watch the video:
▶️ PeerTube: https://videos.qwast-gis.com/w/gtJLNS1S7CevqQ1eAdcqVqMore info: https://terra-lab.ai/blog/ai-agent-complete-guide
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Review of the AI Agent for QGIS plugin by TerraLab
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Review of the AI Agent for QGIS plugin by TerraLab
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Review of the AI Agent for QGIS plugin by TerraLab
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Review of the AI Agent for QGIS plugin by TerraLab
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Review of the AI Agent for QGIS plugin by TerraLab
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AI can now map buildings across entire countries from satellite imagery, over a billion footprints, many in places the map left blank. Turning raw pixels into usable maps at planetary scale is one of the most consequential uses of geospatial machine learning.
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AI can now map buildings across entire countries from satellite imagery, over a billion footprints, many in places the map left blank. Turning raw pixels into usable maps at planetary scale is one of the most consequential uses of geospatial machine learning.
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AI can now map buildings across entire countries from satellite imagery, over a billion footprints, many in places the map left blank. Turning raw pixels into usable maps at planetary scale is one of the most consequential uses of geospatial machine learning.
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AI can now map buildings across entire countries from satellite imagery, over a billion footprints, many in places the map left blank. Turning raw pixels into usable maps at planetary scale is one of the most consequential uses of geospatial machine learning.
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The first Call for Papers for GIScience 2027 🌏 is now out!
Join us October 18–22, 2027 in Shanghai for the 14th International Conference on Geographic Information Science.
Full paper deadline: January 29, 2027 (AoE).
More details: geods.github.io/GIScience2027/
#GIScience2027 #GIScience #GeoAI -
I think #GeoAI will fade away, what remains will be Earth grounding for AI. Our craft we will be another "bitter lesson". geo is different but not separate... imo we scientist should be more effective on the ground than precise on paper https://www.linkedin.com/pulse/what-geoai-just-ai-bruno-sanchez-andrade-nu%C3%B1o-zwhme/?trackingId=6xWTEYv6ReWgu%2FauKX%2BxZw%3D%3D
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I think #GeoAI will fade away, what remains will be Earth grounding for AI. Our craft we will be another "bitter lesson". geo is different but not separate... imo we scientist should be more effective on the ground than precise on paper https://www.linkedin.com/pulse/what-geoai-just-ai-bruno-sanchez-andrade-nu%C3%B1o-zwhme/?trackingId=6xWTEYv6ReWgu%2FauKX%2BxZw%3D%3D
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I think #GeoAI will fade away, what remains will be Earth grounding for AI. Our craft we will be another "bitter lesson". geo is different but not separate... imo we scientist should be more effective on the ground than precise on paper https://www.linkedin.com/pulse/what-geoai-just-ai-bruno-sanchez-andrade-nu%C3%B1o-zwhme/?trackingId=6xWTEYv6ReWgu%2FauKX%2BxZw%3D%3D
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I think #GeoAI will fade away, what remains will be Earth grounding for AI. Our craft we will be another "bitter lesson". geo is different but not separate... imo we scientist should be more effective on the ground than precise on paper https://www.linkedin.com/pulse/what-geoai-just-ai-bruno-sanchez-andrade-nu%C3%B1o-zwhme/?trackingId=6xWTEYv6ReWgu%2FauKX%2BxZw%3D%3D
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I think #GeoAI will fade away, what remains will be Earth grounding for AI. Our craft we will be another "bitter lesson". geo is different but not separate... imo we scientist should be more effective on the ground than precise on paper https://www.linkedin.com/pulse/what-geoai-just-ai-bruno-sanchez-andrade-nu%C3%B1o-zwhme/?trackingId=6xWTEYv6ReWgu%2FauKX%2BxZw%3D%3D
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Isnt it harder to find in-depth, information on geospatial tech, which is why I want to share a fantastic independent resource:
Run by a geospatial expert, its an blog currently focused heavily on RS and GIS, machine learning and modern spatial data workflows. It completely bridges the gap between Earth sciences and modern programming.
#GIS #RemoteSensing #GeoAI #EarthObservation #Python #QGIS #SpatialAnalysis #DataScience #LiDAR #OpenScience
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Isnt it harder to find in-depth, information on geospatial tech, which is why I want to share a fantastic independent resource:
Run by a geospatial expert, its an blog currently focused heavily on RS and GIS, machine learning and modern spatial data workflows. It completely bridges the gap between Earth sciences and modern programming.
#GIS #RemoteSensing #GeoAI #EarthObservation #Python #QGIS #SpatialAnalysis #DataScience #LiDAR #OpenScience
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Isnt it harder to find in-depth, information on geospatial tech, which is why I want to share a fantastic independent resource:
Run by a geospatial expert, its an blog currently focused heavily on RS and GIS, machine learning and modern spatial data workflows. It completely bridges the gap between Earth sciences and modern programming.
#GIS #RemoteSensing #GeoAI #EarthObservation #Python #QGIS #SpatialAnalysis #DataScience #LiDAR #OpenScience
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Isnt it harder to find in-depth, information on geospatial tech, which is why I want to share a fantastic independent resource:
Run by a geospatial expert, its an blog currently focused heavily on RS and GIS, machine learning and modern spatial data workflows. It completely bridges the gap between Earth sciences and modern programming.
#GIS #RemoteSensing #GeoAI #EarthObservation #Python #QGIS #SpatialAnalysis #DataScience #LiDAR #OpenScience
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Isnt it harder to find in-depth, information on geospatial tech, which is why I want to share a fantastic independent resource:
Run by a geospatial expert, its an blog currently focused heavily on RS and GIS, machine learning and modern spatial data workflows. It completely bridges the gap between Earth sciences and modern programming.
#GIS #RemoteSensing #GeoAI #EarthObservation #Python #QGIS #SpatialAnalysis #DataScience #LiDAR #OpenScience
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A city is a pattern. 🏙️ From above, roads, rooftops, and sprawl become data, and geospatial AI learns to read it, mapping how we build and where we grow, block by block. This is how machines see the places we live. 🛰️
#GeoAI #RemoteSensing #Urban #SmartCities #Satellites #Geography
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A city is a pattern. 🏙️ From above, roads, rooftops, and sprawl become data, and geospatial AI learns to read it, mapping how we build and where we grow, block by block. This is how machines see the places we live. 🛰️
#GeoAI #RemoteSensing #Urban #SmartCities #Satellites #Geography
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A city is a pattern. 🏙️ From above, roads, rooftops, and sprawl become data, and geospatial AI learns to read it, mapping how we build and where we grow, block by block. This is how machines see the places we live. 🛰️
#GeoAI #RemoteSensing #Urban #SmartCities #Satellites #Geography
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A city is a pattern. 🏙️ From above, roads, rooftops, and sprawl become data, and geospatial AI learns to read it, mapping how we build and where we grow, block by block. This is how machines see the places we live. 🛰️
#GeoAI #RemoteSensing #Urban #SmartCities #Satellites #Geography
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A city is a pattern. 🏙️ From above, roads, rooftops, and sprawl become data, and geospatial AI learns to read it, mapping how we build and where we grow, block by block. This is how machines see the places we live. 🛰️
#GeoAI #RemoteSensing #Urban #SmartCities #Satellites #Geography
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The Congo Basin is under cloud so often that optical EO barely works there, and I keep landing on SAR. For persistently cloudy regions, what's your actual workflow — radar, fusion, patience?
#RemoteSensing #SAR #EarthObservation #GeoAI -
The Congo Basin is under cloud so often that optical EO barely works there, and I keep landing on SAR. For persistently cloudy regions, what's your actual workflow — radar, fusion, patience?
#RemoteSensing #SAR #EarthObservation #GeoAI -
The Congo Basin is under cloud so often that optical EO barely works there, and I keep landing on SAR. For persistently cloudy regions, what's your actual workflow — radar, fusion, patience?
#RemoteSensing #SAR #EarthObservation #GeoAI -
The Congo Basin is under cloud so often that optical EO barely works there, and I keep landing on SAR. For persistently cloudy regions, what's your actual workflow — radar, fusion, patience?
#RemoteSensing #SAR #EarthObservation #GeoAI -
📅 12th August
🕕 6:00 PM onwards
📍 Birkbeck, London🔗 Speaker profile: https://www.linkedin.com/in/teffen
🔗 RSVP & details: https://lgm.jsonsingh.comJoin us for an evening of geospatial talks, practical ideas, and community discussion. Please spread the word! 🌍
#LondonGeoMeetup #LGM5 #Geospatial #GIS #GeoAI #Geocoding #MachineLearning #WebDevelopment #OpenSource #LondonTech #Mapping
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📅 12th August
🕕 6:00 PM onwards
📍 Birkbeck, London🔗 Speaker profile: https://www.linkedin.com/in/teffen
🔗 RSVP & details: https://lgm.jsonsingh.comJoin us for an evening of geospatial talks, practical ideas, and community discussion. Please spread the word! 🌍
#LondonGeoMeetup #LGM5 #Geospatial #GIS #GeoAI #Geocoding #MachineLearning #WebDevelopment #OpenSource #LondonTech #Mapping
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📅 12th August
🕕 6:00 PM onwards
📍 Birkbeck, London🔗 Speaker profile: https://www.linkedin.com/in/teffen
🔗 RSVP & details: https://lgm.jsonsingh.comJoin us for an evening of geospatial talks, practical ideas, and community discussion. Please spread the word! 🌍
#LondonGeoMeetup #LGM5 #Geospatial #GIS #GeoAI #Geocoding #MachineLearning #WebDevelopment #OpenSource #LondonTech #Mapping
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Schneider Electric Agrees to Acquire AiDASH for $350 Million
Schneider Electric has agreed to acquire AiDASH, the satellite and artificial intelligence company helping utilities monitor vegetation, wildfire…
#France #FR #Europe #EU #SchneiderElectric #AiDASH #GeoAI #gridresilience #satelliteimagery #utilities #VegetationManagement
https://www.europesays.com/france/62064/ -
The Importance Of Trusted [spatial] Data In The Real World - And How Geovation Is Evolving
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https://www.ordnancesurvey.co.uk/blog/how-geovations-role-is-evolving <-- shared technical/overview article
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https://geovation.uk/ <-- shared Geovation home page
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H/T @gareth Sumner | Head of Geovation, Leading innovation, connecting innovators with real world problems and championing design thinking
“… How can technology 👨💻 create meaningful impact in the real world? 🌍
Today that question feels more relevant than ever.
While much of the conversation around AI focuses on digital tools and experiences, what I really care about is its potential to improve outcomes in the physical world.
That's where trusted, foundational data becomes critical – and it has become our north star as Geovation continues to evolve…”
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“Geovation is Ordnance Survey (OS)'s innovation programme, pioneered more than 15 years ago to foster a geospatial ecosystem for startups to solve real world challenges. Now its head, Gareth Sumner, considers the importance of trusted data and AI in today's world and how Geovation is evolving into a national data innovation and impact lab: a place where government data, entrepreneurial talent and real-world challenges come together…”
#Geovation #AI #machinelearning #innovation #usecase #appliedscience #AI #GeoAI #geospatialecosystem #startups #industrysupport #data #realworld #UK #LocationTech #SpatialInnovation #MappingTheFuture #TechStartups #InnovationHub #Entrepreneurship #FoundersUK #GIS #spatial #mapping #BritainMapped #MadeInUK
@OrdnanceSurvey | @Geovation -
The Importance Of Trusted [spatial] Data In The Real World - And How Geovation Is Evolving
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https://www.ordnancesurvey.co.uk/blog/how-geovations-role-is-evolving <-- shared technical/overview article
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https://geovation.uk/ <-- shared Geovation home page
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H/T @gareth Sumner | Head of Geovation, Leading innovation, connecting innovators with real world problems and championing design thinking
“… How can technology 👨💻 create meaningful impact in the real world? 🌍
Today that question feels more relevant than ever.
While much of the conversation around AI focuses on digital tools and experiences, what I really care about is its potential to improve outcomes in the physical world.
That's where trusted, foundational data becomes critical – and it has become our north star as Geovation continues to evolve…”
--
“Geovation is Ordnance Survey (OS)'s innovation programme, pioneered more than 15 years ago to foster a geospatial ecosystem for startups to solve real world challenges. Now its head, Gareth Sumner, considers the importance of trusted data and AI in today's world and how Geovation is evolving into a national data innovation and impact lab: a place where government data, entrepreneurial talent and real-world challenges come together…”
#Geovation #AI #machinelearning #innovation #usecase #appliedscience #AI #GeoAI #geospatialecosystem #startups #industrysupport #data #realworld #UK #LocationTech #SpatialInnovation #MappingTheFuture #TechStartups #InnovationHub #Entrepreneurship #FoundersUK #GIS #spatial #mapping #BritainMapped #MadeInUK
@OrdnanceSurvey | @Geovation -
The Importance Of Trusted [spatial] Data In The Real World - And How Geovation Is Evolving
--
https://www.ordnancesurvey.co.uk/blog/how-geovations-role-is-evolving <-- shared technical/overview article
--
https://geovation.uk/ <-- shared Geovation home page
--
H/T @gareth Sumner | Head of Geovation, Leading innovation, connecting innovators with real world problems and championing design thinking
“… How can technology 👨💻 create meaningful impact in the real world? 🌍
Today that question feels more relevant than ever.
While much of the conversation around AI focuses on digital tools and experiences, what I really care about is its potential to improve outcomes in the physical world.
That's where trusted, foundational data becomes critical – and it has become our north star as Geovation continues to evolve…”
--
“Geovation is Ordnance Survey (OS)'s innovation programme, pioneered more than 15 years ago to foster a geospatial ecosystem for startups to solve real world challenges. Now its head, Gareth Sumner, considers the importance of trusted data and AI in today's world and how Geovation is evolving into a national data innovation and impact lab: a place where government data, entrepreneurial talent and real-world challenges come together…”
#Geovation #AI #machinelearning #innovation #usecase #appliedscience #AI #GeoAI #geospatialecosystem #startups #industrysupport #data #realworld #UK #LocationTech #SpatialInnovation #MappingTheFuture #TechStartups #InnovationHub #Entrepreneurship #FoundersUK #GIS #spatial #mapping #BritainMapped #MadeInUK
@OrdnanceSurvey | @Geovation -
The Importance Of Trusted [spatial] Data In The Real World - And How Geovation Is Evolving
--
https://www.ordnancesurvey.co.uk/blog/how-geovations-role-is-evolving <-- shared technical/overview article
--
https://geovation.uk/ <-- shared Geovation home page
--
H/T @gareth Sumner | Head of Geovation, Leading innovation, connecting innovators with real world problems and championing design thinking
“… How can technology 👨💻 create meaningful impact in the real world? 🌍
Today that question feels more relevant than ever.
While much of the conversation around AI focuses on digital tools and experiences, what I really care about is its potential to improve outcomes in the physical world.
That's where trusted, foundational data becomes critical – and it has become our north star as Geovation continues to evolve…”
--
“Geovation is Ordnance Survey (OS)'s innovation programme, pioneered more than 15 years ago to foster a geospatial ecosystem for startups to solve real world challenges. Now its head, Gareth Sumner, considers the importance of trusted data and AI in today's world and how Geovation is evolving into a national data innovation and impact lab: a place where government data, entrepreneurial talent and real-world challenges come together…”
#Geovation #AI #machinelearning #innovation #usecase #appliedscience #AI #GeoAI #geospatialecosystem #startups #industrysupport #data #realworld #UK #LocationTech #SpatialInnovation #MappingTheFuture #TechStartups #InnovationHub #Entrepreneurship #FoundersUK #GIS #spatial #mapping #BritainMapped #MadeInUK
@OrdnanceSurvey | @Geovation -
The Importance Of Trusted [spatial] Data In The Real World - And How Geovation Is Evolving
--
https://www.ordnancesurvey.co.uk/blog/how-geovations-role-is-evolving <-- shared technical/overview article
--
https://geovation.uk/ <-- shared Geovation home page
--
H/T @gareth Sumner | Head of Geovation, Leading innovation, connecting innovators with real world problems and championing design thinking
“… How can technology 👨💻 create meaningful impact in the real world? 🌍
Today that question feels more relevant than ever.
While much of the conversation around AI focuses on digital tools and experiences, what I really care about is its potential to improve outcomes in the physical world.
That's where trusted, foundational data becomes critical – and it has become our north star as Geovation continues to evolve…”
--
“Geovation is Ordnance Survey (OS)'s innovation programme, pioneered more than 15 years ago to foster a geospatial ecosystem for startups to solve real world challenges. Now its head, Gareth Sumner, considers the importance of trusted data and AI in today's world and how Geovation is evolving into a national data innovation and impact lab: a place where government data, entrepreneurial talent and real-world challenges come together…”
#Geovation #AI #machinelearning #innovation #usecase #appliedscience #AI #GeoAI #geospatialecosystem #startups #industrysupport #data #realworld #UK #LocationTech #SpatialInnovation #MappingTheFuture #TechStartups #InnovationHub #Entrepreneurship #FoundersUK #GIS #spatial #mapping #BritainMapped #MadeInUK
@OrdnanceSurvey | @Geovation -
Using Geospatial Analysis and Explainable Machine Learning to Examine Risk Factors of Out-of-Hospital Cardiac Arrest Survival Outcome
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https://openscholar.uga.edu/record/26998/files/Zhang_uga_0077E_16145.pdf <-- shared technical publication / dissertation
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https://www.aag.org/award-grant/william-l-garrison-award-for-best-dissertation-in-computational-geography/ <-- shared @AAG William L. Garrison Award for Best Dissertation in Computational Geography
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[again, way outside any expertise I might have, but fascinating spatial analysis use case…]
H/T @Jielu Zhang | Postdoctoral Researcher @ Harvard University
“[The authors] Ph.D. dissertation "Using Geospatial Analysis and Explainable Machine Learning to Examine Risk Factors of Out-of-Hospital Cardiac Arrest Survival Outcome" [1st link above] has received the 2026 biennial William L. Garrison Award for Best Dissertation in Computational Geography from the American Association of Geographers… [2nd link above.]
In [their] research, [they] develop[ed] Explainable GeoAI and Causal GeoAI methods that combine geographic data and artificial intelligence to expose and ameliorate health disparities by delivering models that not only predict risks but also illuminate how and where to intervene. While [their] dissertation focused on cardiovascular disease, these approaches are broadly applicable to public health, medicine, urban planning, environmental exposure, and resilience research…”
#explainable #causal #AI #model #modeling #PublicHealth #GIS #spatial #mapping #spatialanalysis #spatiotemporal #AAG2026 #AAG #Award #geostatistics #Georgia #health #risk #hazard #cardiacarrest #cardiovacscular #usecase #metrics #midocine #urbanplanning #resilience #survival #OutofHospital #PhD #Dissertation #CardiacArrest #AutomatedExternalDefibrillator #SpatialOptimization #GeographicallyExplainableArtificialIntelligence #GeoAI #GeoXAI #SpatiallyAwareCausalInference #OverlayedSpatioTemporalOptimization #healthcare #medical #intervention #GIS #spatial #mappingt #spatialanalysis #spatiotemporal #heart #heartattack #AED #survival #survivaloutcomes #machinelearning #AI #publichealth #healthgeographers #counterfactual #explainable #deeplearning #model #modeling -
Using Geospatial Analysis and Explainable Machine Learning to Examine Risk Factors of Out-of-Hospital Cardiac Arrest Survival Outcome
--
https://openscholar.uga.edu/record/26998/files/Zhang_uga_0077E_16145.pdf <-- shared technical publication / dissertation
--
https://www.aag.org/award-grant/william-l-garrison-award-for-best-dissertation-in-computational-geography/ <-- shared @AAG William L. Garrison Award for Best Dissertation in Computational Geography
--
[again, way outside any expertise I might have, but fascinating spatial analysis use case…]
H/T @Jielu Zhang | Postdoctoral Researcher @ Harvard University
“[The authors] Ph.D. dissertation "Using Geospatial Analysis and Explainable Machine Learning to Examine Risk Factors of Out-of-Hospital Cardiac Arrest Survival Outcome" [1st link above] has received the 2026 biennial William L. Garrison Award for Best Dissertation in Computational Geography from the American Association of Geographers… [2nd link above.]
In [their] research, [they] develop[ed] Explainable GeoAI and Causal GeoAI methods that combine geographic data and artificial intelligence to expose and ameliorate health disparities by delivering models that not only predict risks but also illuminate how and where to intervene. While [their] dissertation focused on cardiovascular disease, these approaches are broadly applicable to public health, medicine, urban planning, environmental exposure, and resilience research…”
#explainable #causal #AI #model #modeling #PublicHealth #GIS #spatial #mapping #spatialanalysis #spatiotemporal #AAG2026 #AAG #Award #geostatistics #Georgia #health #risk #hazard #cardiacarrest #cardiovacscular #usecase #metrics #midocine #urbanplanning #resilience #survival #OutofHospital #PhD #Dissertation #CardiacArrest #AutomatedExternalDefibrillator #SpatialOptimization #GeographicallyExplainableArtificialIntelligence #GeoAI #GeoXAI #SpatiallyAwareCausalInference #OverlayedSpatioTemporalOptimization #healthcare #medical #intervention #GIS #spatial #mappingt #spatialanalysis #spatiotemporal #heart #heartattack #AED #survival #survivaloutcomes #machinelearning #AI #publichealth #healthgeographers #counterfactual #explainable #deeplearning #model #modeling -
Using Geospatial Analysis and Explainable Machine Learning to Examine Risk Factors of Out-of-Hospital Cardiac Arrest Survival Outcome
--
https://openscholar.uga.edu/record/26998/files/Zhang_uga_0077E_16145.pdf <-- shared technical publication / dissertation
--
https://www.aag.org/award-grant/william-l-garrison-award-for-best-dissertation-in-computational-geography/ <-- shared @AAG William L. Garrison Award for Best Dissertation in Computational Geography
--
[again, way outside any expertise I might have, but fascinating spatial analysis use case…]
H/T @Jielu Zhang | Postdoctoral Researcher @ Harvard University
“[The authors] Ph.D. dissertation "Using Geospatial Analysis and Explainable Machine Learning to Examine Risk Factors of Out-of-Hospital Cardiac Arrest Survival Outcome" [1st link above] has received the 2026 biennial William L. Garrison Award for Best Dissertation in Computational Geography from the American Association of Geographers… [2nd link above.]
In [their] research, [they] develop[ed] Explainable GeoAI and Causal GeoAI methods that combine geographic data and artificial intelligence to expose and ameliorate health disparities by delivering models that not only predict risks but also illuminate how and where to intervene. While [their] dissertation focused on cardiovascular disease, these approaches are broadly applicable to public health, medicine, urban planning, environmental exposure, and resilience research…”
#explainable #causal #AI #model #modeling #PublicHealth #GIS #spatial #mapping #spatialanalysis #spatiotemporal #AAG2026 #AAG #Award #geostatistics #Georgia #health #risk #hazard #cardiacarrest #cardiovacscular #usecase #metrics #midocine #urbanplanning #resilience #survival #OutofHospital #PhD #Dissertation #CardiacArrest #AutomatedExternalDefibrillator #SpatialOptimization #GeographicallyExplainableArtificialIntelligence #GeoAI #GeoXAI #SpatiallyAwareCausalInference #OverlayedSpatioTemporalOptimization #healthcare #medical #intervention #GIS #spatial #mappingt #spatialanalysis #spatiotemporal #heart #heartattack #AED #survival #survivaloutcomes #machinelearning #AI #publichealth #healthgeographers #counterfactual #explainable #deeplearning #model #modeling -
Using Geospatial Analysis and Explainable Machine Learning to Examine Risk Factors of Out-of-Hospital Cardiac Arrest Survival Outcome
--
https://openscholar.uga.edu/record/26998/files/Zhang_uga_0077E_16145.pdf <-- shared technical publication / dissertation
--
https://www.aag.org/award-grant/william-l-garrison-award-for-best-dissertation-in-computational-geography/ <-- shared @AAG William L. Garrison Award for Best Dissertation in Computational Geography
--
[again, way outside any expertise I might have, but fascinating spatial analysis use case…]
H/T @Jielu Zhang | Postdoctoral Researcher @ Harvard University
“[The authors] Ph.D. dissertation "Using Geospatial Analysis and Explainable Machine Learning to Examine Risk Factors of Out-of-Hospital Cardiac Arrest Survival Outcome" [1st link above] has received the 2026 biennial William L. Garrison Award for Best Dissertation in Computational Geography from the American Association of Geographers… [2nd link above.]
In [their] research, [they] develop[ed] Explainable GeoAI and Causal GeoAI methods that combine geographic data and artificial intelligence to expose and ameliorate health disparities by delivering models that not only predict risks but also illuminate how and where to intervene. While [their] dissertation focused on cardiovascular disease, these approaches are broadly applicable to public health, medicine, urban planning, environmental exposure, and resilience research…”
#explainable #causal #AI #model #modeling #PublicHealth #GIS #spatial #mapping #spatialanalysis #spatiotemporal #AAG2026 #AAG #Award #geostatistics #Georgia #health #risk #hazard #cardiacarrest #cardiovacscular #usecase #metrics #midocine #urbanplanning #resilience #survival #OutofHospital #PhD #Dissertation #CardiacArrest #AutomatedExternalDefibrillator #SpatialOptimization #GeographicallyExplainableArtificialIntelligence #GeoAI #GeoXAI #SpatiallyAwareCausalInference #OverlayedSpatioTemporalOptimization #healthcare #medical #intervention #GIS #spatial #mappingt #spatialanalysis #spatiotemporal #heart #heartattack #AED #survival #survivaloutcomes #machinelearning #AI #publichealth #healthgeographers #counterfactual #explainable #deeplearning #model #modeling -
Using Geospatial Analysis and Explainable Machine Learning to Examine Risk Factors of Out-of-Hospital Cardiac Arrest Survival Outcome
--
https://openscholar.uga.edu/record/26998/files/Zhang_uga_0077E_16145.pdf <-- shared technical publication / dissertation
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https://www.aag.org/award-grant/william-l-garrison-award-for-best-dissertation-in-computational-geography/ <-- shared @AAG William L. Garrison Award for Best Dissertation in Computational Geography
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[again, way outside any expertise I might have, but fascinating spatial analysis use case…]
H/T @Jielu Zhang | Postdoctoral Researcher @ Harvard University
“[The authors] Ph.D. dissertation "Using Geospatial Analysis and Explainable Machine Learning to Examine Risk Factors of Out-of-Hospital Cardiac Arrest Survival Outcome" [1st link above] has received the 2026 biennial William L. Garrison Award for Best Dissertation in Computational Geography from the American Association of Geographers… [2nd link above.]
In [their] research, [they] develop[ed] Explainable GeoAI and Causal GeoAI methods that combine geographic data and artificial intelligence to expose and ameliorate health disparities by delivering models that not only predict risks but also illuminate how and where to intervene. While [their] dissertation focused on cardiovascular disease, these approaches are broadly applicable to public health, medicine, urban planning, environmental exposure, and resilience research…”
#explainable #causal #AI #model #modeling #PublicHealth #GIS #spatial #mapping #spatialanalysis #spatiotemporal #AAG2026 #AAG #Award #geostatistics #Georgia #health #risk #hazard #cardiacarrest #cardiovacscular #usecase #metrics #midocine #urbanplanning #resilience #survival #OutofHospital #PhD #Dissertation #CardiacArrest #AutomatedExternalDefibrillator #SpatialOptimization #GeographicallyExplainableArtificialIntelligence #GeoAI #GeoXAI #SpatiallyAwareCausalInference #OverlayedSpatioTemporalOptimization #healthcare #medical #intervention #GIS #spatial #mappingt #spatialanalysis #spatiotemporal #heart #heartattack #AED #survival #survivaloutcomes #machinelearning #AI #publichealth #healthgeographers #counterfactual #explainable #deeplearning #model #modeling -
From orbit, the Earth stops being a map and becomes a living thing. 🌍 Clouds move like breath, cities glow like stories, rivers write their names into the land. This is what a geographer sees from above — not borders, but patterns. Satellites gather the signals; remote sensing turns light into meaning; GeoAI learns the planet’s rhythm. 🛰️
#RemoteSensing #GeoAI #Geography #Satellites #EarthObservation
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From orbit, the Earth stops being a map and becomes a living thing. 🌍 Clouds move like breath, cities glow like stories, rivers write their names into the land. This is what a geographer sees from above — not borders, but patterns. Satellites gather the signals; remote sensing turns light into meaning; GeoAI learns the planet’s rhythm. 🛰️
#RemoteSensing #GeoAI #Geography #Satellites #EarthObservation
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From orbit, the Earth stops being a map and becomes a living thing. 🌍 Clouds move like breath, cities glow like stories, rivers write their names into the land. This is what a geographer sees from above — not borders, but patterns. Satellites gather the signals; remote sensing turns light into meaning; GeoAI learns the planet’s rhythm. 🛰️
#RemoteSensing #GeoAI #Geography #Satellites #EarthObservation
-
From orbit, the Earth stops being a map and becomes a living thing. 🌍 Clouds move like breath, cities glow like stories, rivers write their names into the land. This is what a geographer sees from above — not borders, but patterns. Satellites gather the signals; remote sensing turns light into meaning; GeoAI learns the planet’s rhythm. 🛰️
#RemoteSensing #GeoAI #Geography #Satellites #EarthObservation
-
From orbit, the Earth stops being a map and becomes a living thing. 🌍 Clouds move like breath, cities glow like stories, rivers write their names into the land. This is what a geographer sees from above — not borders, but patterns. Satellites gather the signals; remote sensing turns light into meaning; GeoAI learns the planet’s rhythm. 🛰️
#RemoteSensing #GeoAI #Geography #Satellites #EarthObservation
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What's new in #AI tools and models in #ArcGIS (Q2 2026) https://tinyurl.com/ymjc73pb
#GeoAI #spatial #analysis #embeddings #GIS #esri #mapping #GISchat #geospatial @esri @esrifederalgovt @esrislgov @arcgispro @arcgisonline @esritraining
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What's new in #AI tools and models in #ArcGIS (Q2 2026) https://tinyurl.com/ymjc73pb
#GeoAI #spatial #analysis #embeddings #GIS #esri #mapping #GISchat #geospatial @esri @esrifederalgovt @esrislgov @arcgispro @arcgisonline @esritraining