Asset managers have embraced web scraping as a cornerstone of contemporary alpha generation, with the industry spending more than $2 billion annually to extract alternative data.

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Early-warning signs of marsh decline provided by the model could be crucial for conservation. “Once [marsh] loss occurs, that ...