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
Simulating the landscape eco-evolution of host-pathogen systems with CDMetaPOP | 2026 Publication type A1 Journal article (refereed), original research Author(s) Landguth Erin L., Williams Allison, Roseman Marissa, Amadi Miracle, Fain Baylor, Kouete Marcel, Farrer Rhys A., Haeseler Amy J., Razgour Orly, Richardson Chris, Weckworth Byron, Weckworth Julie, Whiting-Fawcett Flora, Wilson Duncan, Day Casey C. Other focus area Infectious Diseases Ecological Modelling Analysis Software LUT School of Engineering Sciences
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
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
Modeling and Assessing Economical Feasibilities for Waste to Energy Conversion/Incineration Process in Context of Municipal Solid Waste | 2025 Publication type A1 Journal article (refereed), original research Author(s) Vartiainen Teppo, Happonen Ari, Afonso Paulo, Kärri Timo Planetary resources Other focus area Business and society Energy transition Management Science and Operations Research Ecological Modelling Strategy and Management Renewable Energy, Sustainability and the Environment Modelling and Simulation Waste Management and Disposal Management of Technology and Innovation Business and International Management 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
The effect of institutions on clean energy investments and environmental degradation across income groups: Evidence based on the Method of Moments Quantile estimation | 2025 Publication type A1 Journal article (refereed), original research Author(s) Adolphus James, Arminen Heli, Pekkanen Tiia-Lotta Energy transition Ecological Modelling Economics and Econometrics LUT Business School
Future role of wave power in Seychelles: A structured sensitivity analysis empowered by a novel EnergyPLAN-based optimisation tool | 2024 Publication type A1 Journal article (refereed), original research Author(s) Keiner Dominik, Gulagi Ashish, Satymov Rasul, Etongo Daniel, Lavidas George, Oyewo Ayobami S., Khalili Siavash, Breyer Christian Energy transition Energy Engineering and Power Technology Ecological Modelling Engineering (miscellaneous) LUT School of Energy Systems
Suomen ja EU:n metsien kehitysskenaariot | 2024 Publication type D4 Published development or research report or study Author(s) Vauhkonen Jari, Mehtätalo Lauri, Hirvelä Hannu, Routa Johanna, Liski Jari, Vakkilainen Esa, Asikainen Antti Energy transition Forestry Agricultural and Biological Sciences Ecological Modelling LUT School of Energy Systems
