Now is the time to refocus efforts in urban research and design. A changing climate and extreme weather events are presenting unique challenges to urban systems around the world. These challenges illuminate the social barriers that accompany disruptive events such as resource inequities and injustices. In this perspective, we provide three research priorities for just and sustainable urban systems that help to address these ma...

As cities keep growing worldwide, so does the demand for key resources such as electricity, gas, and water that residents consume. Meeting the demand for these resources can be challenging and it requires an understanding of the consumption patterns. In this study, we apply extreme gradient boosting to predict and analyze electricity, gas, and water consumption in large‐scale buildings in New York City and use SHapley Additive...

Summary Industrial symbiosis (IS), as a subfield of industrial ecology, is concerned with cooperation among industrial firms in managing resources, particularly by‐products, such that the waste of one firm becomes the input of another. This “closed‐loop” pattern also lies at the heart of the concept of the circular economy (CE). Both concepts are typically considered at scales ranging from industrial parks to global supply cha...

Summary Water is essential to life, and tracking trends in the withdrawal of water is paramount if we aspire to become more sustainable. Traditional statistical indicators, such as mean and standard deviation, are useful to track these trends, but they can sometimes fail to capture relevant and nontrivial properties. In this work, we first highlight the limits of these traditional statistical tools and we then offer a new netw...