Robert Ladwig

Aarhus University — Denmark

Environmental Science · Physical Sciences

18h-index1.4kcitations95works8.32yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Aquatic Ecosystems and Phytoplankton Dynamics(28), Hydrology and Watershed Management Studies(28), Hydrological Forecasting Using AI(27), Fish Ecology and Management Studies(23), Marine and coastal ecosystems(17)

Publications95 total

Code for manuscript 'Intensification of lake anoxia under climate change.'
Zenodo (CERN European Organization for Nuclear Research)·2026Open Access
The 2025 “Hacking Limnology” Workshop Series and <scp>DSOS</scp> Virtual Summit: A Half Decade of Data‐Intensive Aquatic Science
Limnology and Oceanography Bulletin·2026Open Access
Learning to Retrieve for Environmental Knowledge Discovery: An Augmentation-Adaptive Self-Supervised Learning Framework
2025
Coupling SWAT+, GOTM-WET, and LSTM to predict daily DO in Mar Menor
Results in Engineering·2025Open Access
Key role of deep-water observations for Probabilistic Parameter Estimation in Lake Hydrodynamic Models
2025Open Access
Learning to Retrieve for Environmental Knowledge Discovery: An Augmentation-Adaptive Self-Supervised Learning Framework
arXiv (Cornell University)·2025Open Access
Clarifying the trophic state concept to advance macroscale freshwater science and management
Ecosphere·2025· 2 citedOpen Access
Scenario set-up and the new CMIP6-based climate-related forcings provided within the third round of the Inter-Sectoral Model Intercomparison Project (ISIMIP3b, group I and II)
2025· 4 citedOpen Access
One‐Hundred Fundamental, Open Questions to Integrate Methodological Approaches in Lake Ice Research
Water Resources Research·2025· 7 citedOpen Access
Physics-Guided Foundation Model for Scientific Discovery: An Application to Aquatic Science
Proceedings of the AAAI Conference on Artificial Intelligence·2025· 7 citedOpen Access
Temporary thermal stratification and mixing drive variation in CO2 and CH4 dynamics in a shallow lake
2025Open Access
How Important is Sampling Frequency? Exploring Temporal Dynamics of GHG Emissions Using Low-Cost Sensors in Lake Mesocosms&amp;#160;
2025Open Access
A lurking uncertainty in lake ecosystem modeling: can equifinality arise from conceptually similar models?
2025Open Access
How to improve global lake water temperature projections: findings from calibrating 4 lake temperature models to 73 lakes
2025Open Access
Leveraging Probabilistic Parameter Estimation to Address Data Scarcity in Lake Hydrodynamic Modeling
2025Open Access
Learning from a large-scale calibration effort of multiple lake temperature models
Hydrology and earth system sciences·2025· 2 citedOpen Access
Physics-Guided Foundation Model for Scientific Discovery: An Application to Aquatic Science
arXiv (Cornell University)·2025Open Access
What can we learn from 100,000 freshwater forecasts? A synthesis from the <scp>NEON</scp> Ecological Forecasting Challenge
Ecological Applications·2025· 4 citedOpen Access
Challenges of open data in aquatic sciences: issues faced by data users and data providers
Frontiers in Environmental Science·2024· 6 citedOpen Access
Adaptive Process-Guided Learning: An Application in Predicting Lake DO Concentrations
2024· 5 cited
page 1 of 5Next →

Frequent Co-authors

Hilary A. Dugan(14), Paul C. Hanson(12), Jorrit P. Mesman(10), Michael F. Meyer(10), R. Iestyn Woolway(9), Tadhg N. Moore(9), Johannes Feldbauer(9), Isabella A. Oleksy(9), Tom Shatwell(8), Donald C. Pierson(8), Cayelan C. Carey(8), Rachel M. Pilla(7), Xiao Yang(7), Georgiy Kirillin(6), Freya Olsson(6), Jacob A. Zwart(6), Carolina C. Barbosa(6), Daniel Mercado‐Bettín(5), Rafael Marcé(5), Wim Thiery(5)