articleEnvironment InternationalJul 1, 2019GOLD OA

An ensemble-based model of PM2.5 concentration across the contiguous United States with high spatiotemporal resolution

QDQian DiHAHeresh AminiLSLiuhua ShiIKItai KloogRSRachel Silvern

Harvard University · Tsinghua University · +5 more institutions

PubMed
Indexed incrossrefdoajpubmed

Abstract

. Compared with model performance of individual base learners, an ensemble model would achieve a better overall estimation. It is worth exploring other ensemble model formats to synthesize estimations from different models or from different groups to improve overall performance.

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Authors

13

Topics & keywords

Topics
Keywords
  • Environmental science
  • Resolution (logic)
  • High resolution
  • Remote sensing
  • Geography
  • Computer science
  • Artificial intelligence
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