Insights

For many outside the scientific community, climate models often appear as sources of detailed views of the future—a kind of “digital twin” of Earth capable of resolving everything from large-scale regional hazards like droughts to neighborhood-level flood risks. While that perception makes for excellent marketing, from a scientific standpoint, it is very exaggerated.

Degree Day has mapped the climatology of each ISO 7243 category. ISO 7243 is the international standard for assessing occupational heat stress. It defines five risk categories based on the Wet-Bulb Globe Temperature (WBGT) — a composite index that integrates air temperature, humidity, wind, and solar radiation to represent the body’s true thermal load.

Gridded weather datasets like ERA5 are widely used for engineering design, risk assessments, and resilience planning. Yet if these datasets are biased against station observations, those biases carry into future projections—risking under-designed infrastructure, underestimated exposure, and misguided adaptation strategies.