<p>Here we verify an off-line urban building energy model (CM-BEM) against &#8216;observed&#8217; anthropogenic heat and electricity consumption at Tokyo (Yoyogi) residential area. Anthropogenic heat (Q<sub>F</sub>) due to electricity air-conditioning (AC) use (Q<sub>F, AC</sub>) is estimated by continuous simultaneous observations of atmospheric O<sub>2</sub>, CO<sub>2</sub> and turbulent CO<sub>2</sub> and heat fluxes. Here we explain the outline of how to estimate Q<sub>F, AC</sub>. (1) The O<sub>2</sub>:CO<sub>2</sub> exchange ratio (oxidation ratio, OR) is used for the partitioning of CO<sub>2</sub> into emissions from gas fuels and gasoline (see detail in Ishidoya et al. 2020), which allow estimating Q<sub>F</sub>&#160;from gas fuels and gasoline (Q<sub>F, gas</sub> and Q<sub>F, traffic</sub>), respectively. (2) Total Q<sub>F</sub>&#160;is estimated by turbulent heat fluxes and net radiation observations using a heat balance equation within the constant flux layer. Finally (3) the Q<sub>F, AC</sub> is estimated by &#8216;Total Q<sub>F</sub> &#8211; (Q<sub>F, gas</sub> + Q<sub>F, traffic</sub>)&#8217;. This estimation allows verifying directly simulated Q<sub>F, AC</sub> by the CM-BEM. Our aim is an improvement of the CM-BEM to develop more realistic Q<sub>F</sub>&#160;and CO<sub>2</sub> inventory data. Here we compare simulated Q<sub>F, AC</sub>, electricity consumption, and turbulent heat fluxes against observations during winter (Jan-Feb 2017) and summer (July-Aug 2018) seasons at Tokyo. Our results will be reported at the conference.</p><p>Ref.</p><p>Ishidoya et al. 2020: Consumption of atmospheric O<sub>2</sub> in an urban area of Tokyo, Japan derived from continuous observations of O<sub>2</sub> and CO<sub>2</sub> concentrations and CO<sub>2</sub> flux. Atmospheric Chemistry and Physics Discussions. under review.</p>