home.social

#opendata — Public Fediverse posts

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

  1. New Digital Tool Helps Farmers Boost Biodiversity In Scotland [spatial]
    (The app is underpinned by trusted data from [UK] Ordnance Survey)
    --
    ordnancesurvey.co.uk/news/new- <-- shared technical article
    --
    biodiversity.scot/ <-- shared Farm Biodiversity Scotland (FarmBioScot) home page
    --
    nature.scot/ <-- shated NatureScot home page
    --
    H/T @Ordnance Survey
    “Most of us use maps to find places. Farmers in Scotland are now using them to help restore nature. 🌿
    A new tool from NatureScot powered by Ordnance Survey data, is being tested with farmers and crofters and helps them map habitats, record wildlife observations and track biodiversity improvements across their land.
    By turning trusted location data into practical insights, FarmBioScot makes it easier to understand the environmental value of the land they manage, support nature recovery and meet requirements for The Scottish Government support schemes.
    It's a great example of how geospatial data can help people make better decisions - benefiting both rural businesses and the natural environment…”
    --
    “NatureScot, Scotland’s nature agency, is testing a new digital tool with farmers and crofters across Scotland to help them consider nature in their business management. The new platform, powered by Ordnance Survey (OS) data, will also make it easier for them to meet requirements for government support schemes.
    Farm Biodiversity Scotland (FarmBioScot) enables users to map habitats, record wildlife observations and track biodiversity improvements on their land through a simple platform, available via both app and web. The tool supports the Scottish Government’s wider ambitions to restore nature while helping farmers demonstrate the environmental value of the land they manage…”

    |

  2. New Digital Tool Helps Farmers Boost Biodiversity In Scotland [spatial]
    (The app is underpinned by trusted data from [UK] Ordnance Survey)
    --
    ordnancesurvey.co.uk/news/new- <-- shared technical article
    --
    biodiversity.scot/ <-- shared Farm Biodiversity Scotland (FarmBioScot) home page
    --
    nature.scot/ <-- shated NatureScot home page
    --
    H/T @Ordnance Survey
    “Most of us use maps to find places. Farmers in Scotland are now using them to help restore nature. 🌿
    A new tool from NatureScot powered by Ordnance Survey data, is being tested with farmers and crofters and helps them map habitats, record wildlife observations and track biodiversity improvements across their land.
    By turning trusted location data into practical insights, FarmBioScot makes it easier to understand the environmental value of the land they manage, support nature recovery and meet requirements for The Scottish Government support schemes.
    It's a great example of how geospatial data can help people make better decisions - benefiting both rural businesses and the natural environment…”
    --
    “NatureScot, Scotland’s nature agency, is testing a new digital tool with farmers and crofters across Scotland to help them consider nature in their business management. The new platform, powered by Ordnance Survey (OS) data, will also make it easier for them to meet requirements for government support schemes.
    Farm Biodiversity Scotland (FarmBioScot) enables users to map habitats, record wildlife observations and track biodiversity improvements on their land through a simple platform, available via both app and web. The tool supports the Scottish Government’s wider ambitions to restore nature while helping farmers demonstrate the environmental value of the land they manage…”
    #GIS #spatial #mapping #biodiversity #digitaltool #usecase #farming #crofters #agriculture #UK #Scotland #NatureScot #habitat #survey #monitoring #wildlife #FarmBioScot #FarmBiodiversityScotland #environment #value #return #funding #records #metrics #rural #business #farm #management #opendata #opensource #publicgood
    #NatureScot | #OrdnanceSurvey

  3. New Digital Tool Helps Farmers Boost Biodiversity In Scotland [spatial]
    (The app is underpinned by trusted data from [UK] Ordnance Survey)
    --
    ordnancesurvey.co.uk/news/new- <-- shared technical article
    --
    biodiversity.scot/ <-- shared Farm Biodiversity Scotland (FarmBioScot) home page
    --
    nature.scot/ <-- shated NatureScot home page
    --
    H/T @Ordnance Survey
    “Most of us use maps to find places. Farmers in Scotland are now using them to help restore nature. 🌿
    A new tool from NatureScot powered by Ordnance Survey data, is being tested with farmers and crofters and helps them map habitats, record wildlife observations and track biodiversity improvements across their land.
    By turning trusted location data into practical insights, FarmBioScot makes it easier to understand the environmental value of the land they manage, support nature recovery and meet requirements for The Scottish Government support schemes.
    It's a great example of how geospatial data can help people make better decisions - benefiting both rural businesses and the natural environment…”
    --
    “NatureScot, Scotland’s nature agency, is testing a new digital tool with farmers and crofters across Scotland to help them consider nature in their business management. The new platform, powered by Ordnance Survey (OS) data, will also make it easier for them to meet requirements for government support schemes.
    Farm Biodiversity Scotland (FarmBioScot) enables users to map habitats, record wildlife observations and track biodiversity improvements on their land through a simple platform, available via both app and web. The tool supports the Scottish Government’s wider ambitions to restore nature while helping farmers demonstrate the environmental value of the land they manage…”
    #GIS #spatial #mapping #biodiversity #digitaltool #usecase #farming #crofters #agriculture #UK #Scotland #NatureScot #habitat #survey #monitoring #wildlife #FarmBioScot #FarmBiodiversityScotland #environment #value #return #funding #records #metrics #rural #business #farm #management #opendata #opensource #publicgood
    #NatureScot | #OrdnanceSurvey

  4. New Digital Tool Helps Farmers Boost Biodiversity In Scotland [spatial]
    (The app is underpinned by trusted data from [UK] Ordnance Survey)
    --
    ordnancesurvey.co.uk/news/new- <-- shared technical article
    --
    biodiversity.scot/ <-- shared Farm Biodiversity Scotland (FarmBioScot) home page
    --
    nature.scot/ <-- shated NatureScot home page
    --
    H/T @Ordnance Survey
    “Most of us use maps to find places. Farmers in Scotland are now using them to help restore nature. 🌿
    A new tool from NatureScot powered by Ordnance Survey data, is being tested with farmers and crofters and helps them map habitats, record wildlife observations and track biodiversity improvements across their land.
    By turning trusted location data into practical insights, FarmBioScot makes it easier to understand the environmental value of the land they manage, support nature recovery and meet requirements for The Scottish Government support schemes.
    It's a great example of how geospatial data can help people make better decisions - benefiting both rural businesses and the natural environment…”
    --
    “NatureScot, Scotland’s nature agency, is testing a new digital tool with farmers and crofters across Scotland to help them consider nature in their business management. The new platform, powered by Ordnance Survey (OS) data, will also make it easier for them to meet requirements for government support schemes.
    Farm Biodiversity Scotland (FarmBioScot) enables users to map habitats, record wildlife observations and track biodiversity improvements on their land through a simple platform, available via both app and web. The tool supports the Scottish Government’s wider ambitions to restore nature while helping farmers demonstrate the environmental value of the land they manage…”
    #GIS #spatial #mapping #biodiversity #digitaltool #usecase #farming #crofters #agriculture #UK #Scotland #NatureScot #habitat #survey #monitoring #wildlife #FarmBioScot #FarmBiodiversityScotland #environment #value #return #funding #records #metrics #rural #business #farm #management #opendata #opensource #publicgood
    #NatureScot | #OrdnanceSurvey

  5. New Digital Tool Helps Farmers Boost Biodiversity In Scotland [spatial]
    (The app is underpinned by trusted data from [UK] Ordnance Survey)
    --
    ordnancesurvey.co.uk/news/new- <-- shared technical article
    --
    biodiversity.scot/ <-- shared Farm Biodiversity Scotland (FarmBioScot) home page
    --
    nature.scot/ <-- shated NatureScot home page
    --
    H/T @Ordnance Survey
    “Most of us use maps to find places. Farmers in Scotland are now using them to help restore nature. 🌿
    A new tool from NatureScot powered by Ordnance Survey data, is being tested with farmers and crofters and helps them map habitats, record wildlife observations and track biodiversity improvements across their land.
    By turning trusted location data into practical insights, FarmBioScot makes it easier to understand the environmental value of the land they manage, support nature recovery and meet requirements for The Scottish Government support schemes.
    It's a great example of how geospatial data can help people make better decisions - benefiting both rural businesses and the natural environment…”
    --
    “NatureScot, Scotland’s nature agency, is testing a new digital tool with farmers and crofters across Scotland to help them consider nature in their business management. The new platform, powered by Ordnance Survey (OS) data, will also make it easier for them to meet requirements for government support schemes.
    Farm Biodiversity Scotland (FarmBioScot) enables users to map habitats, record wildlife observations and track biodiversity improvements on their land through a simple platform, available via both app and web. The tool supports the Scottish Government’s wider ambitions to restore nature while helping farmers demonstrate the environmental value of the land they manage…”
    #GIS #spatial #mapping #biodiversity #digitaltool #usecase #farming #crofters #agriculture #UK #Scotland #NatureScot #habitat #survey #monitoring #wildlife #FarmBioScot #FarmBiodiversityScotland #environment #value #return #funding #records #metrics #rural #business #farm #management #opendata #opensource #publicgood
    #NatureScot | #OrdnanceSurvey

  6. In collaboration with the Optus Academy of Geoinformatics in Uganda, we held a training on #JOSM, one of the most powerful #OpenStreetMap tools for editing and quality assurance, participated by interns and the wider mapping community.

    We thank #OptusAcademyofGeoinformatics for the opportunity to share about our work! We look forward to continued collaboration and mapping 💙🗺️📍

    #UNMaps #UNMappers #opendata #openmapping #capacitybuilding #training #webinar

  7. In collaboration with the Optus Academy of Geoinformatics in Uganda, we held a training on #JOSM, one of the most powerful #OpenStreetMap tools for editing and quality assurance, participated by interns and the wider mapping community.

    We thank #OptusAcademyofGeoinformatics for the opportunity to share about our work! We look forward to continued collaboration and mapping 💙🗺️📍

    #UNMaps #UNMappers #opendata #openmapping #capacitybuilding #training #webinar

  8. #Steady #Klimacrew

    #BahnMonitor-Projekt: 6. Nachdem das Skript läuft, kommt nun der Tröt auf #Mastodon.

    Zum Schluss wird das Modul für die Veröffentlichung implementiert. Größte Herausforderung? Das 500-Zeichen-Limit für Mastodon-Status. 😁 🤣 Falls es schief geht, kann man den Fehler später im Log verifizieren.

    tino-eberl.de/vibe-coding/pyth

    #Python #BahnBubble #VibeCoding #OpenData #MastodonBot #VisualStudioCode #Automatisierung

  9. #Steady #Klimacrew

    #BahnMonitor-Projekt: 6. Nachdem das Skript läuft, kommt nun der Tröt auf #Mastodon.

    Zum Schluss wird das Modul für die Veröffentlichung implementiert. Größte Herausforderung? Das 500-Zeichen-Limit für Mastodon-Status. 😁 🤣 Falls es schief geht, kann man den Fehler später im Log verifizieren.

    tino-eberl.de/vibe-coding/pyth

    #Python #BahnBubble #VibeCoding #OpenData #MastodonBot #VisualStudioCode #Automatisierung

  10. #Steady #Klimacrew

    #BahnMonitor-Projekt: 6. Nachdem das Skript läuft, kommt nun der Tröt auf #Mastodon.

    Zum Schluss wird das Modul für die Veröffentlichung implementiert. Größte Herausforderung? Das 500-Zeichen-Limit für Mastodon-Status. 😁 🤣 Falls es schief geht, kann man den Fehler später im Log verifizieren.

    tino-eberl.de/vibe-coding/pyth

    #Python #BahnBubble #VibeCoding #OpenData #MastodonBot #VisualStudioCode #Automatisierung

  11. #Steady #Klimacrew

    #BahnMonitor-Projekt: 6. Nachdem das Skript läuft, kommt nun der Tröt auf #Mastodon.

    Zum Schluss wird das Modul für die Veröffentlichung implementiert. Größte Herausforderung? Das 500-Zeichen-Limit für Mastodon-Status. 😁 🤣 Falls es schief geht, kann man den Fehler später im Log verifizieren.

    tino-eberl.de/vibe-coding/pyth

    #Python #BahnBubble #VibeCoding #OpenData #MastodonBot #VisualStudioCode #Automatisierung

  12. #Steady #Klimacrew

    #BahnMonitor-Projekt: 6. Nachdem das Skript läuft, kommt nun der Tröt auf #Mastodon.

    Zum Schluss wird das Modul für die Veröffentlichung implementiert. Größte Herausforderung? Das 500-Zeichen-Limit für Mastodon-Status. 😁 🤣 Falls es schief geht, kann man den Fehler später im Log verifizieren.

    tino-eberl.de/vibe-coding/pyth

    #Python #BahnBubble #VibeCoding #OpenData #MastodonBot #VisualStudioCode #Automatisierung

  13. From parks and playgrounds to the world's quirkiest map features, @watmildon proves that mapping is all about curiosity.

    Read our latest OSM blog interview to learn how creative projects help keep the OpenStreetMap community thriving: blog.opencagedata.com/post/ope

    #openstreetmap #opendata #mapping

    Photo: cathedrals of Germany generated with Matthew's XofY OSM Geometry Viewer

  14. From parks and playgrounds to the world's quirkiest map features, @watmildon proves that mapping is all about curiosity.

    Read our latest OSM blog interview to learn how creative projects help keep the OpenStreetMap community thriving: blog.opencagedata.com/post/ope

    #openstreetmap #opendata #mapping

    Photo: cathedrals of Germany generated with Matthew's XofY OSM Geometry Viewer

  15. From parks and playgrounds to the world's quirkiest map features, @watmildon proves that mapping is all about curiosity.

    Read our latest OSM blog interview to learn how creative projects help keep the OpenStreetMap community thriving: blog.opencagedata.com/post/ope

    #openstreetmap #opendata #mapping

    Photo: cathedrals of Germany generated with Matthew's XofY OSM Geometry Viewer

  16. From parks and playgrounds to the world's quirkiest map features, @watmildon proves that mapping is all about curiosity.

    Read our latest OSM blog interview to learn how creative projects help keep the OpenStreetMap community thriving: blog.opencagedata.com/post/ope

    #openstreetmap #opendata #mapping

    Photo: cathedrals of Germany generated with Matthew's XofY OSM Geometry Viewer

  17. From parks and playgrounds to the world's quirkiest map features, @watmildon proves that mapping is all about curiosity.

    Read our latest OSM blog interview to learn how creative projects help keep the OpenStreetMap community thriving: blog.opencagedata.com/post/ope

    #openstreetmap #opendata #mapping

    Photo: cathedrals of Germany generated with Matthew's XofY OSM Geometry Viewer

  18. #ISBE2026 begins today. To celebrate the congress, we're sharing some of the latest Dryad datasets linked to society journal articles...while wishing we were in Turin too!

    First up is "Data from: Body condition reveals hidden correlations between co-infection and behavior in sunfish"

    📊 Data on Dryad: datadryad.org/dataset/doi:10.5

    🔍 📖 Article in Behavioral Ecology: academic.oup.com/beheco/articl

    #opendata #openresearch #openscience #behavioralecology #science #scholcomm #behavioralecology #ecology

  19. #ISBE2026 begins today. To celebrate the congress, we're sharing some of the latest Dryad datasets linked to society journal articles...while wishing we were in Turin too!

    First up is "Data from: Body condition reveals hidden correlations between co-infection and behavior in sunfish"

    📊 Data on Dryad: datadryad.org/dataset/doi:10.5

    🔍 📖 Article in Behavioral Ecology: academic.oup.com/beheco/articl

    #opendata #openresearch #openscience #behavioralecology #science #scholcomm #behavioralecology #ecology

  20. #ISBE2026 begins today. To celebrate the congress, we're sharing some of the latest Dryad datasets linked to society journal articles...while wishing we were in Turin too!

    First up is "Data from: Body condition reveals hidden correlations between co-infection and behavior in sunfish"

    📊 Data on Dryad: datadryad.org/dataset/doi:10.5

    🔍 📖 Article in Behavioral Ecology: academic.oup.com/beheco/articl

    #opendata #openresearch #openscience #behavioralecology #science #scholcomm #behavioralecology #ecology

  21. #ISBE2026 begins today. To celebrate the congress, we're sharing some of the latest Dryad datasets linked to society journal articles...while wishing we were in Turin too!

    First up is "Data from: Body condition reveals hidden correlations between co-infection and behavior in sunfish"

    📊 Data on Dryad: datadryad.org/dataset/doi:10.5

    🔍 📖 Article in Behavioral Ecology: academic.oup.com/beheco/articl

    #opendata #openresearch #openscience #behavioralecology #science #scholcomm #behavioralecology #ecology

  22. Gibt es offene #Daten zur Landwirtschaft?🚜
    Wo finde ich Infos zu Forstbeständen 🌳& zur Fischerei?🐬
    Auf GovData findet ihr aktuell insgesamt 21.133 #OpenData
    in der Kategorie #Landwirtschaft, #Fischerei, #Forstwirtschaft und #Nahrungsmittel.
    Schaut doch mal vorbei:👇
    govdata.de/suche?type=dataset&

  23. Gibt es offene #Daten zur Landwirtschaft?🚜
    Wo finde ich Infos zu Forstbeständen 🌳& zur Fischerei?🐬
    Auf GovData findet ihr aktuell insgesamt 21.133 #OpenData
    in der Kategorie #Landwirtschaft, #Fischerei, #Forstwirtschaft und #Nahrungsmittel.
    Schaut doch mal vorbei:👇
    govdata.de/suche?type=dataset&

  24. Gibt es offene #Daten zur Landwirtschaft?🚜
    Wo finde ich Infos zu Forstbeständen 🌳& zur Fischerei?🐬
    Auf GovData findet ihr aktuell insgesamt 21.133 #OpenData
    in der Kategorie #Landwirtschaft, #Fischerei, #Forstwirtschaft und #Nahrungsmittel.
    Schaut doch mal vorbei:👇
    govdata.de/suche?type=dataset&

  25. Gibt es offene #Daten zur Landwirtschaft?🚜
    Wo finde ich Infos zu Forstbeständen 🌳& zur Fischerei?🐬
    Auf GovData findet ihr aktuell insgesamt 21.133 #OpenData
    in der Kategorie #Landwirtschaft, #Fischerei, #Forstwirtschaft und #Nahrungsmittel.
    Schaut doch mal vorbei:👇
    govdata.de/suche?type=dataset&

  26. Gibt es offene #Daten zur Landwirtschaft?🚜
    Wo finde ich Infos zu Forstbeständen 🌳& zur Fischerei?🐬
    Auf GovData findet ihr aktuell insgesamt 21.133 #OpenData
    in der Kategorie #Landwirtschaft, #Fischerei, #Forstwirtschaft und #Nahrungsmittel.
    Schaut doch mal vorbei:👇
    govdata.de/suche?type=dataset&

  27. Toute cette semaine, c'est la #Wikimania, le grand colloque du mouvement Wikimedia.

    Voici le fil pour suivre cet événement en ma compagnie ! ⬇️

    #Wikipedia #opendata #openscience

  28. Toute cette semaine, c'est la #Wikimania, le grand colloque du mouvement Wikimedia.

    Voici le fil pour suivre cet événement en ma compagnie ! ⬇️

    #Wikipedia #opendata #openscience

  29. Toute cette semaine, c'est la #Wikimania, le grand colloque du mouvement Wikimedia.

    Voici le fil pour suivre cet événement en ma compagnie ! ⬇️

    #Wikipedia #opendata #openscience

  30. Toute cette semaine, c'est la #Wikimania, le grand colloque du mouvement Wikimedia.

    Voici le fil pour suivre cet événement en ma compagnie ! ⬇️

    #Wikipedia #opendata #openscience

  31. Toute cette semaine, c'est la #Wikimania, le grand colloque du mouvement Wikimedia.

    Voici le fil pour suivre cet événement en ma compagnie ! ⬇️

    #Wikipedia #opendata #openscience

  32. Following the earthquakes in Venezuela, #humanitarian organizations face a severely compromised operational landscape. Damaged roads & collapsed bridges impair aid delivery.

    To navigate these conditions, we deployed a custom openrouteservice instance to support the German Red Cross and other active agencies.

    Our dashboard integrates #OpenStreetMap with live road blockage data from the HDX. The routing engine bypasses damaged bridges or closed borders.

    👉 heigit.org/dynamic-routing-for

    #OpenData

  33. Following the earthquakes in Venezuela, #humanitarian organizations face a severely compromised operational landscape. Damaged roads & collapsed bridges impair aid delivery.

    To navigate these conditions, we deployed a custom openrouteservice instance to support the German Red Cross and other active agencies.

    Our dashboard integrates #OpenStreetMap with live road blockage data from the HDX. The routing engine bypasses damaged bridges or closed borders.

    👉 heigit.org/dynamic-routing-for

    #OpenData

  34. Following the earthquakes in Venezuela, #humanitarian organizations face a severely compromised operational landscape. Damaged roads & collapsed bridges impair aid delivery.

    To navigate these conditions, we deployed a custom openrouteservice instance to support the German Red Cross and other active agencies.

    Our dashboard integrates #OpenStreetMap with live road blockage data from the HDX. The routing engine bypasses damaged bridges or closed borders.

    👉 heigit.org/dynamic-routing-for

    #OpenData

  35. Following the earthquakes in Venezuela, #humanitarian organizations face a severely compromised operational landscape. Damaged roads & collapsed bridges impair aid delivery.

    To navigate these conditions, we deployed a custom openrouteservice instance to support the German Red Cross and other active agencies.

    Our dashboard integrates #OpenStreetMap with live road blockage data from the HDX. The routing engine bypasses damaged bridges or closed borders.

    👉 heigit.org/dynamic-routing-for

    #OpenData

  36. Following the earthquakes in Venezuela, #humanitarian organizations face a severely compromised operational landscape. Damaged roads & collapsed bridges impair aid delivery.

    To navigate these conditions, we deployed a custom openrouteservice instance to support the German Red Cross and other active agencies.

    Our dashboard integrates #OpenStreetMap with live road blockage data from the HDX. The routing engine bypasses damaged bridges or closed borders.

    👉 heigit.org/dynamic-routing-for

    #OpenData

  37. Il y a 15 jours, j'ai proposé une école d'été sur les projets #Wikimedia. C'est l'heure du bilan !

    “Wikifier” sa discipline en une semaine : retour sur l’école d’été à l’URFIST de Paris

    urfistinfo.hypotheses.org/7008

    #Wikimania #opendata #openscience

  38. Il y a 15 jours, j'ai proposé une école d'été sur les projets #Wikimedia. C'est l'heure du bilan !

    “Wikifier” sa discipline en une semaine : retour sur l’école d’été à l’URFIST de Paris

    urfistinfo.hypotheses.org/7008

    #Wikimania #opendata #openscience

  39. Il y a 15 jours, j'ai proposé une école d'été sur les projets #Wikimedia. C'est l'heure du bilan !

    “Wikifier” sa discipline en une semaine : retour sur l’école d’été à l’URFIST de Paris

    urfistinfo.hypotheses.org/7008

    #Wikimania #opendata #openscience

  40. Il y a 15 jours, j'ai proposé une école d'été sur les projets #Wikimedia. C'est l'heure du bilan !

    “Wikifier” sa discipline en une semaine : retour sur l’école d’été à l’URFIST de Paris

    urfistinfo.hypotheses.org/7008

    #Wikimania #opendata #openscience

  41. Il y a 15 jours, j'ai proposé une école d'été sur les projets #Wikimedia. C'est l'heure du bilan !

    “Wikifier” sa discipline en une semaine : retour sur l’école d’été à l’URFIST de Paris

    urfistinfo.hypotheses.org/7008

    #Wikimania #opendata #openscience

  42. 📊 Beyond Averages: Spatial Heterogeneity in Calgary (LULC v6.0)

    Averages mask reality. To capture ecological stratification across Calgary's residential communities (excl. major parks/building-out and industrial zones), I combined Violin + Box Plots:
    🔹 Solid (Impervious): Median ~67% (IQR 55–74%). High-thermal non-vegetated surfaces are a systemic structural feature across nearly all neighborhoods.
    🔹 Park vs. Lawn (Canopy vs. Turf): Park median (~20%) doubles Lawn (~10%). A long upper tail (>50%) highlights spatial inequality in tree cover.
    🔹 Forest & Water: Near 0% for 95% of communities, but sharp needles (up to 25% forest, 16% water) mark outliers with lakes or remnant woods.
    💡 Takeaway: Calgary isn't homogenous—microclimatic comfort heavily depends on geographic boundaries.

    Full analysis coming soon: datastory.org.ua/

    #Calgary #YYC #DataScience #GIS #RStats #RemoteSensing #UrbanHeat #DataViz #SpatialAnalysis #MachineLearning #GreennessOfCalgary #FOSSGIS #OpenData #OpenSource #TreeEquity

  43. 📊 Beyond Averages: Spatial Heterogeneity in Calgary (LULC v6.0)

    Averages mask reality. To capture ecological stratification across Calgary's residential communities (excl. major parks/building-out and industrial zones), I combined Violin + Box Plots:
    🔹 Solid (Impervious): Median ~67% (IQR 55–74%). High-thermal non-vegetated surfaces are a systemic structural feature across nearly all neighborhoods.
    🔹 Park vs. Lawn (Canopy vs. Turf): Park median (~20%) doubles Lawn (~10%). A long upper tail (>50%) highlights spatial inequality in tree cover.
    🔹 Forest & Water: Near 0% for 95% of communities, but sharp needles (up to 25% forest, 16% water) mark outliers with lakes or remnant woods.
    💡 Takeaway: Calgary isn't homogenous—microclimatic comfort heavily depends on geographic boundaries.

    Full analysis coming soon: datastory.org.ua/

    #Calgary #YYC #DataScience #GIS #RStats #RemoteSensing #UrbanHeat #DataViz #SpatialAnalysis #MachineLearning #GreennessOfCalgary #FOSSGIS #OpenData #OpenSource #TreeEquity

  44. 📊 Beyond Averages: Spatial Heterogeneity in Calgary (LULC v6.0)

    Averages mask reality. To capture ecological stratification across Calgary's residential communities (excl. major parks/building-out and industrial zones), I combined Violin + Box Plots:
    🔹 Solid (Impervious): Median ~67% (IQR 55–74%). High-thermal non-vegetated surfaces are a systemic structural feature across nearly all neighborhoods.
    🔹 Park vs. Lawn (Canopy vs. Turf): Park median (~20%) doubles Lawn (~10%). A long upper tail (>50%) highlights spatial inequality in tree cover.
    🔹 Forest & Water: Near 0% for 95% of communities, but sharp needles (up to 25% forest, 16% water) mark outliers with lakes or remnant woods.
    💡 Takeaway: Calgary isn't homogenous—microclimatic comfort heavily depends on geographic boundaries.

    Full analysis coming soon: datastory.org.ua/

    #Calgary #YYC #DataScience #GIS #RStats #RemoteSensing #UrbanHeat #DataViz #SpatialAnalysis #MachineLearning #GreennessOfCalgary #FOSSGIS #OpenData #OpenSource #TreeEquity

  45. 📊 Beyond Averages: Spatial Heterogeneity in Calgary (LULC v6.0)

    Averages mask reality. To capture ecological stratification across Calgary's residential communities (excl. major parks/building-out and industrial zones), I combined Violin + Box Plots:
    🔹 Solid (Impervious): Median ~67% (IQR 55–74%). High-thermal non-vegetated surfaces are a systemic structural feature across nearly all neighborhoods.
    🔹 Park vs. Lawn (Canopy vs. Turf): Park median (~20%) doubles Lawn (~10%). A long upper tail (>50%) highlights spatial inequality in tree cover.
    🔹 Forest & Water: Near 0% for 95% of communities, but sharp needles (up to 25% forest, 16% water) mark outliers with lakes or remnant woods.
    💡 Takeaway: Calgary isn't homogenous—microclimatic comfort heavily depends on geographic boundaries.

    Full analysis coming soon: datastory.org.ua/

    #Calgary #YYC #DataScience #GIS #RStats #RemoteSensing #UrbanHeat #DataViz #SpatialAnalysis #MachineLearning #GreennessOfCalgary #FOSSGIS #OpenData #OpenSource #TreeEquity