Continued urbanization, along with anthropogenic global warming, has and will increase land surface temperature and air temperature anomalies in urban areas when compared to their rural surroundings, leading to Urban Heat Islands (UHI). UHI poses environmental and health risks, affecting both psychological and physiological aspects of human health. Thus, using a deep learning approach that considers morphological variables, this study predicts UHI intensity in 69 European cities from 2007 to 2021 and projects UHI impacts for 2050 and 2080. The research (...) employs Artificial Neural Networks, Deep Neural Networks, and Gated Recurrent Units, combining high-resolution 3D urban models with environmental data to analyze UHI trends. The results indicate strong associations between urban form, weather patterns, and UHI intensity, highlighting the need for customized urban planning and policy measures to reduce UHI impacts and foster sustainable urban settings. This research enhances understanding of UHI dynamics and serves as a valuable tool for urban planners and policymakers to address the challenges of climate change, urbanization, and air pollution, ultimately aiding in the improvement of health outcomes and building energy consumption. Moreover, the methodology effectively demonstrates the ability of the GRU to link its scores with UHI projections, offering crucial insights into potential health impacts. (shrink)

In an online, participatory class, we interpreted The Dream of Mercury knowing nothing of the dreamer and having none of the dreamer’s associations. Our interpretation included a series of falsifiable predictions about the dreamer. When it was complete, we asked the bringer of the dream (who had until then been silent and was not visible to us) to give us more information about the dreamer. The dreamer is instructed to confront a friendship he had abandoned and, when he does so, (...) is frightened by the inner life he discovers. This record is another iteration of an experiment that will be described more fully in the paper 'The Dream of the Six-Legged Dog: An Experimental System to Test Meaning,' soon to be published. This iteration repeats and confirms the evidence given in that paper. AN AUDIO-RECORD OF COMPLETE CLASS: link is given on first page of the paper you download here. (shrink)