Evaluating Long-Term Forecasting Performance Decay and Seasonal Effects in Deep Learning-Based Water Level Forecasting Models Across Multiple Northern Lakes | 2026 Publication type A1 Journal article (refereed), original research Author(s) Du Yuxin, Marttila Hannu, Fan Jing, Happonen Ari, Sudarshan Vidya K, Kanniainen Juho Digital revolution Planetary resources Business and society Environmental Engineering Ecological Modelling Pollution Artificial Intelligence Management, Monitoring, Policy and Law Renewable Energy, Sustainability and the Environment Water Science and Technology Computer Science (miscellaneous) Global and Planetary Change Signal Processing Environmental Science Environmental Science (miscellaneous) Software Ecology Information Systems Computers in Earth Sciences Life Cycle Assessment LUT School of Engineering Sciences
Enhancing current Life Cycle Biodiversity Impact Assessment Methods across Farming Systems through Environmental DNA Analysis | 2026 Publication type B3 Unrefereed conference proceedings Author(s) Järviö Natasha, Uusitalo Ville, Ekroos Johan Planetary resources Agricultural and Biological Sciences (miscellaneous) Environmental Science (miscellaneous) Ecology Life Cycle Assessment LUT School of Energy Systems
The potential impacts from the mathematical logic of IPCC Tier 1 and Tier 2 soil organic carbon estimation methods in product-level life cycle assessment | 2026 Publication type A1 Journal article (refereed), original research Author(s) Hu Teng, Järviö Natasha, Lehtilä Anniina, Smith Pete, Chabbi Abad, Tuomisto Hanna Planetary resources Agricultural and Biological Sciences (miscellaneous) Soil Science Agronomy and Crop Science Agricultural and Biological Sciences Life Cycle Assessment LUT School of Energy Systems
Sustainability of Circular Bioeconomy – Truly sustainable operations or speeding consumption? | 2024 Publication type A4 Conference proceedings Author(s) Mikkilä Mirja, Proskurina Svetlana, Luhas Jukka, Korsunova-Tsaruk Angelina, Mäkelä,Marileena Planetary resources Business and society Energy transition Pollution Energy Global and Planetary Change Life Cycle Assessment LUT School of Energy Systems
Adapting social life cycle assessment stakeholder categories and impact subcategories for informal economic sectors: insights from fish farming in Ghana | 2026 Publication type A1 Journal article (refereed), original research Author(s) Abdulkareem Mariam, Sell Mila Planetary resources Other focus area Business and society Agricultural and Biological Sciences Social Sciences Life Cycle Assessment LUT School of Energy Systems
Towards an information landscape fit for environmental policy in the built environment | 2026 Publication type A1 Journal article (refereed), original research Author(s) Shaw Conor, de Andrade Pereira Flávia, Farghaly Karim, Röck Martin, Roberts Matt, O’Donnell James Digital revolution Planetary resources Business and society Energy transition Building and Construction Architecture Management Science and Operations Research Organizational Behavior and Human Resource Management Political Science and International Relations Civil and Structural Engineering Environmental Science Software Social Sciences Life Cycle Assessment LUT School of Energy Systems
Enhancing current life cycle biodiversity impact assessment methods across farming systems through environmental DNA analysis – a proof of concept | 2026 Publication type A1 Journal article (refereed), original research Author(s) Järviö Natasha, Uusitalo Ville, Ekroos Johan Planetary resources Agricultural and Biological Sciences (miscellaneous) Life Cycle Assessment LUT School of Energy Systems
Electrifying off-site transports of construction production - Prerequisites for a full-scale transition | 2026 Publication type A3 Book section, chapters in research books Author(s) Tetik Müge, Fredriksson Anna Planetary resources Business and society Energy transition Industrial and Manufacturing Engineering Life Cycle Assessment LUT School of Engineering Sciences
