Our work

Last updated: 23.8.2025 This project expanded Avoin Map´s usability by adding the first machine learning algorithm on forests. Avoin´s first machine learning model predicts forest biomass and carbon using ESA Copernicus satellite data. The web map service turns the Finnish Forest Centre’s open forest data into actionable insights based on modelling powered by the Forest […]

Last updated: 23.8.2025 In this project, TalTech’s initiative resulted in a free, open-source greenhouse gas (GHG) quantification tools tailored for organisational use in the business and building sectors.  The tools built by Avoin in collaboration with TalTech apply a hybrid method combining the GHG Protocol and environmentally extended input-output (EEIO) models, ensuring comprehensive and accurate […]

Last updated: 4.10.2025 This collaborative project resulted in a digital map service for sustainable zoning. A collaborative open-source project by the Finnish Environment Institute, Natural Resources Institute Finland, and Avoin. In this project, we created an open-source web map application for zoning officers. With the app, they can evaluate the soil and vegetation climate impacts […]

Last updated: 23.8.2025 This project develops a digital platform for assessing zoning impacts using Earth observation data. The result zoning impact assessment tool is scalable and web-based, and integrates EO data with local planning, empowering municipalities to make climate-smart urban land-use decisions. During the project, Avoin Map develops the ZIM – Zoning Impact Mapper as […]

Last updated: 23.8.2025 GreenDependent Institute and Zala Brīvība initiated the first citizen carbon calculators for Hungary and Latvia. Avoin Ry developed user-friendly carbon footprint calculators with admin interfaces in collaboration with GreenDependent Institute (HU), Zala Brīvība (LV), and D-mat (FI) for the EU 1.5° Lifestyles project. The calculators support sustainable lifestyle decisions through regionalised, accessible, […]

Last updated: 23.8.2025 This project results in a free map platform for guiding building energy decisions. Avoin develops the Energy Map with the engagement of the Uusimaa region’s stakeholders. This digital tool integrates open building data with more exact data filled in by users. It enables visual and scenario-based planning and comparison of sustainable energy […]

Last updated: 23.8.2025 FAO’s initiative brings together education, ecology, and storytelling through a multilingual, web and mobile game for children. Forest Kids introduces biodiversity and restoration concepts in an accessible way, with a strong visual identity and modules co-developed with experts and international partners. It is featured by the FAO and ESA as an example […]

Last updated: 23.8.2025 In this project, Avoin and GreenInvent Education in collaboration with researchers educate on the use of ethical AI models to address global challenges defined by the UN Sustainable Development Goals (SDGs).  The project result is an e-learning course and data challenge that supports the ethical and sustainable development of foundation models for […]

Last updated: 23.8.2025 This international research project focused on circular mixed farming modelling frameworks. The goal of the project was to produce open-source environmental and economic assessment frameworks for field, farm, and product levels to build digital decision support for farmers and policymakers. Avoin with partners from Ireland, Germany, France, Netherlands, Poland, Estonia, New Zealand, […]

Last updated: 23.8.2025 This project started the development of Avoin Map, a sustainable mapping tool.  The first version of Avoin Map provided an evaluation of the field environmental status in Finland in 2019. A follow-up project developed a tailor-made user interface design for farmers to evaluate carbon and water emissions and emission reduction potentials of […]

Last updated: 23.8.2025 This is a joint project for developing web dashboards for the health benefits of forest visits. Avoin and partners develop a national online tool to estimate the public health impacts of forest exposure. The tool is based on open data from the Finnish Institute for Health and Welfare (THL), Finnish Forest Center, […]

Last updated: 23.8.2025 The project initiated a web tool helping forest owners reduce water pollution, increase the carbon sink, and improve forest value. This joint project between The Association for Continuous Cover Forestry in Finland,  Natural Resources Institute Finland, Forest Service Arvometsä, and outsourced partner Avoin developed a free online forest calculator to help landowners […]

Last updated: 23.8.2025 This project is a data-driven European initiative to optimise agrivoltaic systems for resilient and profitable agriculture. The goal of the project is to build an open, farmer-friendly web platform for simulating, planning, and managing agrivoltaic production. For this project, Avoin partners with experts from Germany, Spain, and Turkiye to develop an integrated […]

Last updated: 28.10.2025 Wellbeing Services County of Central Finland initiated a free web tool for evaluating well-being investment effectiveness.Avoin with Wellbeing Services County of Central Finland, SosPed Center, and Greenstep developed an impact assessment matrix that supports decision-making in municipalities and wellbeing services counties. It combines social quality theory with wellbeing and cost indicators, enabling […]

Last updated: 23.8.2025 This collaborative European project develops a next-generation decision-support platform to assess agricultural practices on farm and regional levels. The goal of the project is to build and open-source digital software prototype (HOLOSEU v3.0) for quantifying climate, economic, and biodiversity impacts in agriculture across the project countries, tailored to national conditions and farmer […]

Last updated: 23.8.2025 This ideathon strengthens rural-urban interaction through community branding and AI-enhanced creativity. The goal of the project is to co-create a Rural Event Industry Ecosystem branding roadmap, digital visibility concept, and a replicable participatory model. Organised in the Mallusjoki district of Finland, the event brings together locals, students, and experts to co-create a […]

Last updated: 23.8.2025 This was a game sector community event making climate impact data playable. EKO Game Jam was an open and free event for game developers to create climate-themed web and mobile games. The jam focused on integrating environmental data into playable formats and exploring open platforms for long-term reuse. It resulted in multiple […]