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
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
Linking sociometabolic stress to strong sustainability: a framework for assessing societal transformations | 2026 Publication type A1 Journal article (refereed), original research Author(s) Levänen Jarkko, Linnanen Lassi, Dillman Kevin, Heinonen Jukka Planetary resources Business and society Energy transition Ecological Modelling Earth and Planetary Sciences Global and Planetary Change LUT School of Energy Systems
Multi-operator biogenic CO2 hub linked with electricity and heat markets | 2026 Publication type A1 Journal article (refereed), original research Author(s) Hyypiä Jaakko, Karjunen Hannu, Tynjälä Tero Planetary resources Energy transition Energy Engineering and Power Technology Renewable Energy, Sustainability and the Environment Global and Planetary Change Control and Optimization LUT School of Energy Systems
Chile’s framework law erodes institutions | 2025 Publication type B1 Unrefereed journal article Author(s) Ojeda-Pereira Iván Planetary resources Energy transition Sociology and Political Science Political Science and International Relations Global and Planetary Change LUT School of Engineering Sciences
An integrative review of standalone solar powered EV charging stations: Standards, policies, design aspects, and future directions | 2025 Publication type A2 Review article, literature review, systematic review Author(s) Oruganti Kameswara Satya Prakash, Vaithilingam Chockalingam Aravind, Kumaresh S.S., Ramasamy Agileswari, Happonen Ari Digital revolution Planetary resources Other focus area Business and society Energy transition Environmental Engineering Ecological Modelling Electrical and Electronic Engineering Renewable Energy, Sustainability and the Environment Computer Science (miscellaneous) Computer Science Applications Global and Planetary Change Hardware and Architecture Environmental Science Environmental Science (miscellaneous) Software Ecology Computers in Earth Sciences LUT School of Engineering Sciences
Forecasting Lake Water Levels Under Global Warming Using BiGRU with Quantile Regression | 2025 Publication type A4 Conference proceedings Author(s) Fan Jing, Du Yuxin, Chen Haoyu, Sudarshan Vidya K, Happonen Ari Digital revolution Planetary resources Other focus area Environmental Engineering Ecological Modelling Artificial Intelligence Modelling and Simulation Water Science and Technology Economics, Econometrics and Finance (miscellaneous) Global and Planetary Change Environmental Science Nature and Landscape Conservation Environmental Science (miscellaneous) Ecology LUT School of Engineering Sciences
CO2 Emissions Comparisons on Cementous Sustainable Flooring Options: Modeling and Evaluation | 2025 Publication type A1 Journal article (refereed), original research Author(s) Kaikkonen Petra, Álvarez Cartañá Guillermo, Happonen Ari Planetary resources Other focus area Business and society Environmental Engineering Ecological Modelling Public Health, Environmental and Occupational Health Renewable Energy, Sustainability and the Environment Mechanics of Materials Industrial relations Global and Planetary Change Environmental Science Environmental Science (miscellaneous) Ecology Materials Science Information Systems Business and International Management Life Cycle Assessment LUT School of Engineering Sciences
