TY - CHAP A1 - de Miguel-Díez, Felipe A1 - Tolosana-Esteban, Eduardo A1 - Cremer, Tobias T1 - 3D-Simulation of Wood Stacks to Analyze the Influence of Log Properties on Stack Volume T2 - Environmental Sciences Proceeding N2 - The quantification of the solid wood content in a wood stack has been an object of investigation since the 18th century. Particularly, the log parameters exert a considerable influence on the volume of the stack, such as (1) the log midpoint diameter, (2) average bark thickness, (3) crookedness, and (4) log taper. Although many of these parameters have already been studied and some are already considered in many countries when measuring wood stacks, their influence has not been analyzed individually so far since a broad statistical database is needed and the data collection is very costly. Consequently, a 3D-simulation model was developed based on a cross-platform game engine. This model generates virtual wood stacks based on a data set of logs which are defined by the user. The simulation of a stack can be done in a few seconds only and each stack generated can be visualized once all iterations are done. The simulation results are the stacked cubic volume, solid wood cubic volume, and the respective conversion factors. The model, fed with both real data and user-defined data, allows for a detailed analysis of the effect of each parameter on the results, as the user can vary their values discretionary. To obtain the first results from real data, 1000 logs of Scots pine (Pinus sylvestris L.) were measured. The first simulations based on these data show reliable results and it is possible to quantify the influence of the proportion of crooked wood in a pile on the stack volume and the conversion factor. In addition, the results are highly in line with the real trials that have already been performed in parallel. A further scientific evaluation and statistical analysis will be done in a second study phase. However, the model already provides a reasonable tool that is easy to apply for the forest and wood industry in order to make the most accurate estimate possible of the solid wood content in a wood pile. KW - conversion factors; log properties; stack volume; solid wood content; roundwood measurement Y1 - 2020 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:eb1-opus-4452 SN - 2673-4931 IS - 3(1) PB - MDPI ER - TY - JOUR A1 - de Miguel-Díez, Felipe A1 - Guigue, Phillippe A1 - Pettenkofer, Tim A1 - Tolosana-Esteban, Eduardo A1 - Purfürst, Thomas A1 - Cremer, Tobias T1 - Development and evaluation of a novel 3D simulation software for modelling wood stacks JF - PLoS ONE N2 - Assessing the solid wood content is crucial when acquiring stacked roundwood. A frequently used method for this is to multiply determined conversion factors by the measured gross volume. However, the conversion factors are influenced by several log and stack parameters. Although these parameters have been identified and studied, their individual influence has not yet been analyzed using a broad statistical basis. This is due to the considerable financial resources that the data collection entails. To overcome this shortcoming, a 3D-simulation model was developed. It generates virtual wood stacks of randomized composition based on one individual data set of logs, which may be real or defined by the user. In this study, the development and evaluation of the simulation model are presented. The model was evaluated by conducting a sensitivity and a quantitative analysis of the simulation outcomes based on real measurements of 405 logs of Norway spruce and 20 stacks constituted with these. The results of the simulation outcomes revealed a small overestimation of the net volume of real stacks: by 1.2% for net volume over bark and by 3.2% for net volume under bark. Furthermore, according to the calculated mean bias error (MBE), the model underestimates the gross volume by 0.02%. In addition, the results of the sensitivity analysis confirmed the capability of the model to adequately consider variations in the input parameters and to provide reliable outcomes. KW - Bark; Simulation and modeling; Wood; Computer software; Computerized simulations; Trees; Measurement; Friction Y1 - 2022 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:eb1-opus-4472 SN - 1932-6203 N1 - The software as well as the database used for the evaluation can be downloaded both at https://www.ag-rohholz.de/themen/projekt-hobeopt and at https://hnee.de/hobeopt. The source code can be accessed at: https://github.com/timpettenkofer/hoposim. IS - 17(3) ER - TY - JOUR A1 - de Miguel-Díez, Felipe A1 - Pettenkofer, Tim A1 - Wallor, Evelyn A1 - Tolosana-Esteban, Eduardo A1 - Purfürst, Thomas A1 - Cremer, Tobias T1 - Influence of log and stack parameters on the conversion factors for Norway Spruce wood stacks using a 3D simulation model JF - International Journal of Forest Engineering N2 - One method for estimating the solid wood content in a stack involves using conversion factors and multiplying these by the measured gross volume. The conversion factors can vary depending on several log and stack parameters. The aim of this study was to analyze eleven parameters using a 3D simulation model based on 541 measured logs of Norway spruce. To this end, 50 data sets were created from measured logs, where the parameters of interest in this study (e.g., length, crookedness, taper …) were classified according to different ranges. After that, 64 runs of simulations were carried out. In each simulation run, 150 stacks were modeled. The simulation results were compared with previous studies and with the measurement guidelines of several countries. This analysis revealed that the parameters midpoint diameter, length, crookedness, delimbing quality and the proportion of moderately and highly crooked logs in a stack have a considerable influence on the conversion factors. Taper, proportion of butt logs in a stack and stack height have a modest effect as do the proportion of tapered and crooked logs for low and high taper and low crookedness. In contrast, ovality and the proportion of logs stacked in opposite directions have a marginal influence on the conversion factors. Based on findings from these analyses, the current measurement guidelines of different countries can now be adapted to achieve a higher degree of accuracy. KW - Roundwood measurement; conversion factors; solid wood content; software development Y1 - 2022 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:eb1-opus-4482 SN - 1494-2119 VL - 33 IS - 2 SP - 119 EP - 128 PB - Taylor & Francis ER - TY - JOUR A1 - de Miguel-Díez, Felipe A1 - Purfürst, Thomas A1 - Acuna, Mauricio A1 - Tolosana-Esteban, Eduardo A1 - Cremer, Tobias T1 - Estimation of conversion factors for wood stacks in landings and their influencing parameters: a comprehensive literature review for America and Europe JF - Silva Fennica N2 - In commercial transaction of stacked roundwood, the estimation of the stack net volume plays a key role. One generalized method to determine the net volume is using conversion factors that relate the gross and net volumes. In this literature review the developed methods to estimate the conversion factors as well as their influencing parameters were analyzed based on 153 references from America and Europe. According to the results, 48 different methods (including their variants) for estimating the conversion factors were developed. The newest methods enabled their accurate determination inexpensively, e.g., photo-optical methods or 3D simulation models. The analyzed references revealed that 30 parameters influence the conversion factors. Based on this comprehensive review, each stakeholder involved in the roundwood supply chain can know which method is used for estimating the conversion factors in the analyzed territories and which influencing parameters should be considered when purchasing roundwood in order to accurately assess the solid wood content in the stacks. KW - log properties; roundwood measurement; roundwood purchase; stack properties; wood supply chain Y1 - 2023 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:eb1-opus-6459 SN - 2242-4075 VL - 57 IS - 1 PB - The Finnish Society of Forest Science ER -