Martin Fleischmann

Is a (satellite) image worth a thousand data points? Comparing machine learning approaches to predict environmental and social inequalities in England

Off-the-shelf satellite embeddings are a promising low-cost complement to data-intensive approaches, particularly for rapid, large-scale, or repeated analyses and in settings where traditional data are limited.