Advances and New Trends in Environmental Informatics

Edited by Volker Wohlgemuth (), Stefan Naumann (), Grit Behrens (), Anna Zagorski () and Maximilian Höb ()

in Progress in IS from Springer

Date: 2026
ISBN: 978-3-032-22726-3
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Chapters in this book:

An Adaptive Ant Colony System for Skip Loader Operations in Roll-on/Roll-off Logistics

Luis Deutsch, Matthias König and Jan Rexilius

Toward Reliable Corrosion Forecasts in Waterway Infrastructure Using LSTM-Based Models and Synthetic Sequences under Sparse Data Conditions

Sarah Flohr, Svea Worms, Grit Behrens and Andreas Kahlfeld

Comparison of Incremental Machine Learning Methods and Graph Neural Networks for the Field-Calibration of Monitoring Low-Cost Sensor Networks

Ourania Gkavezou, Evangelos Bagkis, Theodosios Kassandros and Kostas Karatzas

An Open-Source, AI-Based Insect Monitoring Station

Christopher Galle, Lara Hoffmann, Stefan Stoll and Stephan Didas

Ethical Challenges in Artificial Intelligence: An Analysis Considering the Asilomar AI Principles with a Focus on Sustainability

Martina Willenbacher and Volker Wohlgemuth

Artificial Intelligence and Machine Learning in Environmental Authorities: Potentials, Challenges and Recommendations for Action—Results of Qualitative Research

Eva Wein, Frank Fuchs-Kittowski and Andreas Abecker

A Platform for Machine Learning in Environmental Agencies—Concept with Use Cases, User Roles, System Functions

Paul Schulze, Jonas Lachowitzer, Andreas Abecker, Stefan Lossow, Michael Nestler, Heino Rudolf, Jörn Freiheit and Frank Fuchs-Kittowski

Analysis and Optimization of the CO $$_{2}$$ 2 Footprint of Machine Learning Training: A Case Study with DistilBERT for Sentiment Analysis

Konstantin Reh, Katharina Post and Frank Fuchs-Kittowski

Evaluating the Energy-Performance Trade-Offs of Quantized Large Language Model Agents: A Case Study Using Pokémon Battles

Sebastian Weber, Achim Guldner, Lejla Begic Fazlic and Stefan Naumann

Analysis and Optimization of a Web-Based Human-Machine Interface on an Embedded Building Automation System According to Green Software Criteria

Stefanie Nina Steinbichl

Programming Practices Influencing Software Energy Efficiency: A Systematic Literature Review

Ann-Christin Fleischle, Zara Markova, Holger Wittges and Helmut Krcmar

Evaluating Performance and Energy Efficiency of RISC-V and x86 Processors for Java Workloads

Noah Behm, Andreas Brunnert and Stefan Wallentowitz

Sustainability Assessment Guidance for Digital and Energy Services Infrastructure

Robin Camarasa and Magiel Bruntink

Good Practices in Odor Management: Application for Recording Episodes of Odor Nuisance in the Environment Odor Field Control Abbreviation OFC

Łukasz Szałata

Novel Approaches for Estimating Building Survival Probability: Compositional and Parametric Modeling

Toshihiro Osaragi

Supporting a Sustainable and Inclusive Urban Agriculture Federation using Dashboarding

Klervie Toczé, Iffat Fatima, Patricia Lago and Lia van Wesenbeeck

Digital Product Passport for Insect Meal: Enhancing Sustainability and Traceability in Feed Value Chains

Nelly Nicaise Nyeck Mbialeu, Gabriel Sultan, Yajing Chen, Alexander Niederhaus, Urs Liebau and Benjamin Leiding

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DOI: 10.1007/978-3-032-22726-3

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