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The development of a structure/reactivity relationship for aqueous phase reactions of organic compounds with OH is presented. An empirical model is used to relate the functional groups of the molecule and the rate constant of the molecule reacting with OH. An artificial neural network, the multi layer perceptron (MLP), is found to be capable of predicting… (More)
Using a statistical approach based on artificial neural networks, an emission algorithm (ISO LF) accounting for high (instantaneous) to low (seasonal) frequency variations was developed for isoprene. ISO LF was optimised using an isoprene emission data base (ISO-DB) specifically designed for this work. ISO-DB consists of 1321 emission 5 rates collected in… (More)
Biogenic isoprene emission rates modelling C. Boissard et al.