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ZALFHomeStructureResearch Platform "Data Analysis & Simulation"Simulation Methods and Data-driven Models

Simulation Methods and Data-driven Models

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​​​​​ Arrow left Back to the working groups of the research platform

Focus of Research Group Simulation Methods and Data-driven Models (SimuMethods):​

Artificial Intelligence in Landscape Research :

  • Model development through the use of machine learning to deep learning,
  • Integration of expert knowledge into model development through fuzzy models,
  • Simulation of spatial structures and their implementation on the Zalf compute cluster.

Support tasks:

  • Support in the use of the compute cluster,
  • Support for the implementation of parallel algorithms,
  • Support​ in the application of machine learning in model development.

 

 

 Publications WG
MyTitle: Estimating the Evaporative Cooling Effect of Irrigation within and above Soybean Canopy
MyLinkAnsehenUrl: https://doi.org/10.3390/w14030319, Resolve DOI name
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MyTitelMehrzeilig:
MyTextfeld:
MyAutoren: Fatemeh Ghafarian, Ralf Wieland, Claas Nendel (2022)
MyMeldungsdatum:
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Estimating the Evaporative Cooling Effect of Irrigation within and above Soybean Canopy

Fatemeh Ghafarian, Ralf Wieland, Claas Nendel (2022)
Resolve DOI name
MyTitle: Linking a compartment model for West Nile virus with a flight simulator for vector mosquitoes
MyLinkAnsehenUrl: https://doi.org/10.1016/j.ecolmodel.2021.109840, Resolve DOI name
MyLinkPDFUrl:
MyTitelMehrzeilig:
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MyAutoren: Kerkow, A., Wieland, R., Gethmann, J. M., Hölker, F., Lentz, H. H. K. (2022)
MyMeldungsdatum:
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Linking a compartment model for West Nile virus with a flight simulator for vector mosquitoes

Kerkow, A., Wieland, R., Gethmann, J. M., Hölker, F., Lentz, H. H. K. (2022)
Resolve DOI name
MyTitle: Using Shapley additive explanations to interpret extreme gradient boosting predictions of grassland degradation in Xilingol
MyLinkAnsehenUrl: https://doi.org/10.5194/gmd-14-1493-2021, Resolve DOI name
MyLinkPDFUrl:
MyTitelMehrzeilig:
MyTextfeld:
MyAutoren: Batunacun, B., Wieland, R., Lakes, T., Nendel, C. (2021)
MyMeldungsdatum:
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Using Shapley additive explanations to interpret extreme gradient boosting predictions of grassland degradation in Xilingol

Batunacun, B., Wieland, R., Lakes, T., Nendel, C. (2021)
Resolve DOI name

 Projects WG
MyTitle: DAKIS - Digital Agricultural Knowledge and Information System
MyLinkAnsehenUrl: https://adz-dakis.com/en/, Take a look
MyLinkPDFUrl:
MyTitelMehrzeilig:
MyTextfeld: Start: 01.04.2019
MyAutoren:
MyMeldungsdatum:
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DAKIS - Digital Agricultural Knowledge and Information System

Start: 01.04.2019
Take a look

 

Contact

 

Head of working group

Dr. Ralf Wieland
T +49 (0)33432 82-337

 

Address

Leibniz-Zentrum für
Agrarlandschaftsforschung (ZALF) e. V.
Eberswalder Straße 84
15374 Müncheberg​​

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