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Guessing Better: Embracing uncertainty in (forest) decisions

Forests are messy, models are wrong. Numerical models are amazing. They are clean, logical, and reassuringly mathematical. But as George Box reminds us, “all Models are wrong, but some are useful”. This is especially true for dynamic, ecological systems such as forests. Forest development is difficult to predict. When… Read More
Flaminia Catalli
Flaminia Catalli

Arnsberger Waldforum 2024 in Review

Early November in North Rhine-Westphalia, Germany. The forest is changing its colours and, in the town of Arnsberg, roughly 100 people gather. They represent governments, companies, foresters, researchers, and other associations who are eager to discuss other changes in the forest. The 15th edition of the Arnsberger Waldforum focuses… Read More
Somakanthan Somalingam, Innovations Project Manager at wetransform
Somakanthan Somalingam
John Boudewijn
John Boudewijn

The Innovative Power of Annotated Data

Note: You can find the original German press release for this project here. At present, the availability of high-quality annotated environmental data, usable to train Machine Learning (ML) algorithms is very limited. Within the project “LabelledGreenData4All”, the need as well as the potential of these high-quality data sets… Read More
Franziska Hochenegger
Franziska Hochenegger
John Boudewijn
John Boudewijn

ProMCDA: The Tool That Turns Uncertain Situations into Informed Decisions

We are proud to introduce ProMCDA! ProMCDA, which stands for “Probabilistic Multi Criteria Decision Analysis”, is a versatile open-source package that allows its users to make informed decisions across a wide range of fields. Based on a Multi Criteria Decision Analysis (MCDA) approach, the tool provides a scored… Read More
John Boudewijn
John Boudewijn
Flaminia Catalli
Flaminia Catalli
Matteo Spada
Matteo Spada