Calibrating climate models using inverse methods: Case studies with HadAM3, HadAM3P and HadCM3

<p>Optimisation methods were successfully used to calibrate parameters in an atmospheric component of a climate model using two variants of the Gauss-Newton line-search algorithm. 1) A standard Gauss-Newton algorithm in which, in each iteration, all parameters were perturbed. 2) A randomized b...

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Hlavní autoři: Tett, S, Yamazaki, K, Mineter, M, Cartis, C, Eizenberg, N
Médium: Journal article
Vydáno: Copernicus Publications 2017