Eugene
@datastory@mstdn.ca
🌍 Geoscientist | Environmental Geospatial Modeler Exploring how landscapes think — through data, chemistry, and terrain. I work at the crossroads of hydrogeochemistry, remote sensing, and GIS-based environmental modelling. Mostly self-directed research: from asking real-world questions to building geospatial models and visual narratives that connect science and society. I’m not a “tool user” — I’m a systems thinker with a geochemical compass and a data-driven map.
mstdn.ca
🌳 Quantifying Calgary’s Microclimatic Imbalance: The Solid-to-Tree Ratio
To evaluate the structural heat load across Calgary's communities, I calculated the ratio of high-thermal artificial surfaces to cooling tree canopy: Solid / (Park + Forest), based on my 2025 satellite land cover model (LULC v6.0).
Why this ratio matters:
🔹 Thermal Stress Indicator: It measures how many square meters of heat-absorbing surfaces (asphalt, concrete, roofs, bare soil) exist for every square meter of tree canopy.
🔹 Spatial Inequality: While mature western neighborhoods maintain ratios between 1.5 and 4, eastern and peripheral zones reach values from 10 to over 50.
🔹 Evidence-Based Planning: It moves the discussion from generic averages to identifying exact spatial boundaries where microclimatic mitigation is most needed.
Note: The map uses a logarithmic scale.
#Calgary #YYC #DataScience #GIS #RStats #RemoteSensing #UrbanHeat #DataViz #SpatialAnalysis #MachineLearning #GreennessOfCalgary #FOSSGIS #Sentinel1 #Sentinel2
