R Glenn Weaver, Collin A Webster, Michael W Beets, Keith Brazendale, Lauren Schisler, Mazen Aziz
An Intervention to Increase Students' Physical Activity: A 2-Year Pilot Study
American journal of preventive medicine
water pollution policies enacted across globe minimize environmental risks posed micropollutants mps regulative institutions able ensure realization environmental objectives need information environmental fate mps furthermore urgent need improve environmental decisionmaking heavily relies scientific data use mathematical computational modeling environmental permit processes water construction activities increased uncertainty input data considers several steps sampling analysis physicochemical characteristics mp machine learning ml methods emerging technique field ml techniques might become crucial mp modeling amount data constantly increasing emerging new ml approaches applications developed seems modeling strategies traditional ml use quite similar methods obtain uncertainties process based models cannot consider known relevant processes making comprehensive estimation uncertainty challenging problems comprehensive uncertainty analysis within ml approach even greater approaches generic common method seems useful practice emerging ab initio implementation modeling results including uncertainty precautionary principle researched deeply achieve reliable estimation effect action chemical ecological status environment without underestimating overestimating risk prevailing uncertainties need identified acknowledged possible reduced paper provides overview different aspects concern topic uncertainty mp modeling