<?xml version="1.0" encoding="UTF-8"?><xml><records><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Olli Koskela</style></author><author><style face="normal" font="default" size="100%">Clemens Dempers</style></author><author><style face="normal" font="default" size="100%">Maritta Kymäläinen</style></author><author><style face="normal" font="default" size="100%">Jarkko Nummela</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Simulating a Biorefinery Ecosystem to Manage and Motivate Sustainable Regional Nutrient Circulation</style></title><secondary-title><style face="normal" font="default" size="100%">Technology Innovation Management Review</style></secondary-title></titles><keywords><keyword><style  face="normal" font="default" size="100%">Bioreactor</style></keyword><keyword><style  face="normal" font="default" size="100%">circular economy</style></keyword><keyword><style  face="normal" font="default" size="100%">nutrient recycling</style></keyword><keyword><style  face="normal" font="default" size="100%">simulation</style></keyword><keyword><style  face="normal" font="default" size="100%">waste management</style></keyword></keywords><dates><year><style  face="normal" font="default" size="100%">2021</style></year><pub-dates><date><style  face="normal" font="default" size="100%">02/2021</style></date></pub-dates></dates><urls><web-urls><url><style face="normal" font="default" size="100%">timreview.ca/article/1421</style></url></web-urls></urls><publisher><style face="normal" font="default" size="100%">Talent First Network</style></publisher><pub-location><style face="normal" font="default" size="100%">Ottawa</style></pub-location><volume><style face="normal" font="default" size="100%">11</style></volume><pages><style face="normal" font="default" size="100%">33-43</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">Creating an ecologically sustainable circulation of nutrients requires local solutions with commitment from all participating parties. Due to vast differences between various regions, it is very complicated, if not impossible, to create fair, simple, and applicable legislation that can consider all of these differences in a meaningful way. Thus, there is a need for clear and easy ways of developing sustainable and viable solutions locally, as well as communicating them with local community and all the way up to the supervising governmental representatives. To meet this need, we developed a simulation tool that allows the user to explore the effectiveness and impact of a local biorefinery in waste management. As an iterative model based on state machine agents, it can easily be modified for a multitude of scenarios with changes taking place over time, while considering the viewing points of all involved. In this article, we report the first version of this tool and demonstrate its usefulness in estimating suitable biogas reactor size in a biorefinery.</style></abstract><issue><style face="normal" font="default" size="100%">2</style></issue><custom1><style face="normal" font="default" size="100%">Häme University of Applied Sciences
Olli Koskela is currently working as a research manager at Häme University of Applied Sciences with a data science team. His research areas include many bioeconomic processes, such as dairy production, feed quality management, and soil maintenance. He holds a Master of Science degree in applied mathematics from Helsinki University and is finalizing his PhD thesis in the field of biomedical engineering at Tampere University.</style></custom1><custom2><style face="normal" font="default" size="100%">University of Pretoria
Clemens Dempers obtained a MSc in Physics at the University of Natal and is a registered professional physicist. He is interested in multi-paradigm data science and modeling &amp; simulation of complex systems, and how these methodologies can enable better decision making. Clemens has been involved in multiple consulting projects, in South Africa, Botswana, India, New Zealand, and Finland.  He is currently enrolled in a PhD program at the University of Pretoria in the Industrial &amp; Systems Engineering department.</style></custom2><custom3><style face="normal" font="default" size="100%">Häme University of Applied Sciences
Maritta Kymäläinen is currently working as a principal research scientist and leader of a biomass refining team at Häme University of Applied Sciences. She has expertise in valorization of biowastes and side streams by thermal and biotechnical processes, and considerable experience in managing R&amp;D projects related to circular bioeconomy, nutrient recycling, algae production, and overall utilization chains of waste and side streams from horticulture, agriculture, and the food industry. She holds a Doctor of Science (technology) degree in chemical engineering from Åbo Akademi University, and a M.Sc. degree in bioengineering at Helsinki University of Technology.
</style></custom3><custom4><style face="normal" font="default" size="100%">Häme University of Applied Sciences
Jarkko Nummela is currently working as a research service manager in Häme University of Applied Sciences. He has worked as a researcher in various applied research projects mainly with circular economy and especially nutrient circulation. Conversion of biomasses into algae, biogas or biochar has been the main method utilized in his nutrient circulation projects. Jarkko received his MSc (tech) degree in mechanics from the Technical University of Lappeenranta. He has work experience for many years in the metal industry. In early 2000, he graduated from a Biotechnology and Food Engineering degree program at Häme University of Applied Sciences. </style></custom4><section><style face="normal" font="default" size="100%">33</style></section></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Olli Niemitalo</style></author><author><style face="normal" font="default" size="100%">Eero Koskinen</style></author><author><style face="normal" font="default" size="100%">Jari Hyväluoma</style></author><author><style face="normal" font="default" size="100%">Esa Lientola</style></author><author><style face="normal" font="default" size="100%">Henrik Lindberg</style></author><author><style face="normal" font="default" size="100%">Olli Koskela</style></author><author><style face="normal" font="default" size="100%">Iivari Kunttu</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">A Year Acquiring and Publishing Drone Aerial Images in Research on Agriculture, Forestry, and Private Urban Gardens</style></title><secondary-title><style face="normal" font="default" size="100%">Technology Innovation Management Review</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2021</style></year><pub-dates><date><style  face="normal" font="default" size="100%">02/2021</style></date></pub-dates></dates><urls><web-urls><url><style face="normal" font="default" size="100%">timreview.ca/article/1418</style></url></web-urls></urls><publisher><style face="normal" font="default" size="100%">Talent First Network</style></publisher><pub-location><style face="normal" font="default" size="100%">Ottawa</style></pub-location><volume><style face="normal" font="default" size="100%">11</style></volume><pages><style face="normal" font="default" size="100%">5-16</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">Drone imaging has been shown to have increasing value in monitoring and analysing different kinds of processes related to agriculture and forestry. In long-term monitoring and observation tasks, huge amounts of image data are produced and stored. Environmental drone image datasets may have value beyond the studies that produced the data. A collection of image datasets from multiple data producers can, for example, provide more diverse training input for a machine learning model for vegetation classification, compared with a single dataset limited in time and location. To ensure reproducible research, research data such as image datasets should be published in usable and undegraded form, with sufficient metadata. Timely storage in a stable research data repository is recommended, to avoid loss of data. This work presents research datasets of 2020 drone images acquired from agricultural and forestry research sites of Häme University of Applied Sciences, and from Hämeenlinna urban areas. Those images that do not contain personal data are made freely available under a Creative Commons Attribution license. For images containing personal data, such as images of private homes, privacy preserving forms of data sharing may be possible in the future.</style></abstract><issue><style face="normal" font="default" size="100%">2</style></issue><custom1><style face="normal" font="default" size="100%">HAMK
Olli Niemitalo currently works as a data scientist at HAMK. He has a passion in open research and in development of data management practices. Olli has a BSc in biochemistry from Oulu University and a professional background in digital signal processing.</style></custom1><custom2><style face="normal" font="default" size="100%">HAMK
Eero Koskinen is in the last year of his forestry studies at HAMK. Eero has worked in forestry his whole life. During his studies at Evo he got hooked on learning more about GIS. The GIS and drone courses at Evo enabled him to get an internship at the HAMK Evo campus, during which he gathered and processed drone data, including the image datasets presented in this article.</style></custom2><custom3><style face="normal" font="default" size="100%">Häme University of Applied Sciences
Jari Hyväluoma currently works as a Principal Research Scientist at Häme University of Applied Sciences. He received a PhD in Applied Physics from the University of Jyväskylä in 2006. His research interests include soil structure, soil hydraulic properties, and organic soil amendments. </style></custom3><custom4><style face="normal" font="default" size="100%">HAMK
Henrik Lindberg (M.Sc., Forestry) is a senior lecturer in HAMK whose field is forest ecology and silviculture. In his research activities, he has focused especially on nature management, forest biodiversity, and forest restoration.</style></custom4><custom5><style face="normal" font="default" size="100%">HAMK
Esa Lientola (Master of Natural Resources, Forestry) is a senior lecturer in forestry at HAMK, who specializes in remote sensing, forest planning, and GIS-applications of forestry. In recent years, he has concentrated particularly on developing the practical use of drones for the study of natural resources.</style></custom5><custom6><style face="normal" font="default" size="100%">Häme University of Applied Sciences
Olli Koskela is currently working as a research manager at Häme University of Applied Sciences with a data science team. His research areas include many bioeconomic processes, such as dairy production, feed quality management, and soil maintenance. He holds a Master of Science in applied mathematics from Helsinki University, and is currently finalizing his PhD thesis in the field of biomedical engineering at Tampere University.</style></custom6><custom7><style face="normal" font="default" size="100%">Häme University of Applied Sciences
Iivari Kunttu holds a PhD in Information Technology from the Tampere University of Technology (TUT, 2005), a PhD in Economics (Management) from the University of Vaasa, Finland (2017), and M.A. in Education from Tampere University, Finland (2020). Currently he acts as Leading Research Scientist in Häme University of Applied Sciences. From 2012 to 2017, he held an Assistant Professor position in the Department of Management at the University of Vaasa. He has also held several R&amp;D Manager and R&amp;D Process Development specialist positions in the Nokia Corporation, and Project Manager positions in TUT. His current research interests include R&amp;D and innovation management, data analysis, business development, as well as digital services. His works have been published in such international journals as Pattern Recognition Letters, Machine Vision Applications, Optical Engineering, Journal of Telemedicine and Telecare, Annals of Long-term Care, Technovation, Industry and Innovation, and Technology Innovation Management Review.</style></custom7><section><style face="normal" font="default" size="100%">5</style></section></record></records></xml>