Title: Group method of data handling (GMDH) application for modelling of mechanical properties of trees irrigated with wastewater
Authors: Ioannis Kalavrouziotis, Vladimir Stepashko, Vladimir Vissikirsky, Panagiotis Drakatos
Addresses: University of Ioannina, Seferi 2, 30100, Agrinio, Greece. ' International UNESCO Center of Information Technologies and Systems, National Academy of Sciences of Ukraine, 40 Glushkov Avenue, 03680, Kiev, Ukraine. ' International UNESCO Center of Information Technologies and Systems, National Academy of Sciences of Ukraine, 40 Glushkov Avenue, 03680, Kiev, Ukraine. ' University of Patras, 26110, Patras, Greece
Abstract: Experiments have been carried out to identify the mechanical properties of trees irrigated with wastewater, as well as mathematical modelling of measurement results via the group method of data handling (GMDH) method. Eucalyptus trees were cultivated and irrigated with processed wastewater from a treatment plant. Characteristics of wood quality (axial compression and bending, etc.) were measured and compared with those obtained for trees irrigated in a common way. The paper analyses the features of the GMDH method to adaptively estimate non-linear relationships between input and output variables. Modelling results are described and presented as plots and formulae. Other requirements for modelling tools are discussed: flexibility to adapt to new experimental results, and explicit representation of estimated input–output relationships to provide data structuring.
Keywords: GMDH; group method of data handling; mathematical modelling; mechanical properties; wastewater; wood quality; eucalyptus trees; irrigation.
International Journal of Environment and Pollution, 2002 Vol.18 No.6, pp.589 - 601
Available online: 21 Sep 2004 *Full-text access for editors Access for subscribers Purchase this article Comment on this article