Purely Data-Driven Characterization of Ecosystem Responses

Name: Purely Data-Driven Characterization of Ecosystem Responses
Brand: Sudwestdeutscher Verlag Fur Hochschulschriften AG
SKU: 9783838134444
Price: 63.87 EUR
Availability: InStock

Автор: Antje Maria Moffat

Език:

Корици: С меки корици

Издател: Sudwestdeutscher Verlag Fur Hochschulschriften AG

Наличност: Външен склад

Изпращаме след 8-11 дни

63.87 € 124.92 лв

This interdisciplinary work utilizes techniques developed in artificial intelligence to characterize...

Информация за книгата

Автор

Antje Maria Moffat

Език

Английски език

Корици

Книга - С меки корици

Издадена

2013

страници

164

EAN

9783838134444

ISBN

3838134443

Enbook ID

02075894

Издател

Sudwestdeutscher Verlag Fur Hochschulschriften AG

Теглоt

249

Размери

152 x 229 x 10

Пълно описание

This interdisciplinary work utilizes techniques developed in artificial intelligence to characterize observations made in ecosystem ecology. Ecosystem datasets are typically highly complex and noisy. The aim was to identify the underlying causalities directly from the data, i.e. without prior assumptions about the functional relationships. The new methodology, based on artificial neural networks, is demonstrated for eddy covariance measurements of carbon fluxes above a German beech forest. The suite of ecophysiological applications encompasses: 1) characterizing ecosystem responses to climatic drivers, 2) testing specific hypotheses, 3) assessing competing semi-empirical equations, 4) evaluating ecosystem models, and 5) as a by-product, interpolating missing data. The results highlight the benefit of this methodology to provide a new link between ecosystem observations and their semi-empirical representations in the modeling world. This, in turn, may help in predicting the effects of changing climatic conditions on the terrestrial biosphere. Awarded the 2012 prize for the best doctoral thesis in Mathematics and Computer Science at the Friedrich Schiller University, Jena.

Може също да ви хареса

Клиенти, които купиха тази книга, купиха също

Най-често търсени

Categories

Authors

Publishers

Продукти

Продукти

Най-често търсени

Categories

Authors

Publishers

Продукти

Продукти

Purely Data-Driven Characterization of Ecosystem Responses

Информация за книгата

Пълно описание

Може също да ви хареса

Клиенти, които купиха тази книга, купиха също