Understanding and assessing uncertainty of observational climate ...

Abstract. In climate science, observational gridded climate datasets that are based on in situ measurements serve as evidence for scientific ...

In climate science, observational gridded climate datasets that are based on in situ measurements serve as evidence for scientific claims and they are used ...

Understanding and assessing uncertainty of observational climate ...

Finally, we discuss the use of dataset ensembles in climate model evaluation. We argue that a more systematic understanding and assessment of ...

Understanding and assessing uncertainty of observational climate ...

Marius Zumwald & Benedikt Knüsel & Christoph Baumberger & Gertrude Hirsch Hadorn & David N. Bresch & Reto Knutti, 2020. "Understanding and assessing uncertainty ...

Understanding and assessing uncertainty of observational datasets ...

In climate science, observational gridded climate datasets that are based on in situ measurements serve as evidence for scientific claims and they are used ...

Uncertainty 101: Understanding and Managing Climate Models

The good news is that understanding uncertainty in climate modelling ensures that a wide variety of risks are accounted for, which leads to ...

Understanding and assessing uncertainty of observational climate ...

Understanding and assessing uncertainty of observational climate datasets for model evaluation using ensembles. Zumwald, Marius ORCID Institute for ...

Understanding and assessing uncertainty of observational climate ...

Understanding and assessing uncertainty of observational climate datasets for model evaluation using ensembles. Wiley Interdisciplinary Reviews-Climate Change, ...

a novel approach to accounting for observation uncertainty in model ...

... observational uncertainty in model evaluation using climate models as an example. Climate models are our best tools to understand the ...

What Uncertainties Remain in Climate Science? - State of the Planet

The uncertainties are due to an incomplete understanding of Earth's systems and their interactions; natural variability in the climate system; ...

Uncertainty Quantification and Climate Change Risk Assessment

Title: Uncertainty Quantification and Climate Change Risk Assessment Presenter: Nathan Lenssen (Colorado School of Mines) 0:00 Video begins ...

Integrated Risk and Uncertainty Assessment of Climate Change ...

Knowledge gaps make it especially difficult to esti- mate how the flows of greenhouse gases will evolve in the future under conditions of elevated atmospheric ...

Observational Uncertainty in Climate Data: Quantification, Products ...

Observational data is essential for understanding the Earth's climate and assessing societal and ecological impacts. However, direct measurements contain ...

Opinion: Can uncertainty in climate sensitivity be narrowed further?

This highly uncertain potential “rogue warming” is conditionally independent of ECS or TCR given the historical forcing and surface temperature ...

A review of uncertainty frameworks relevant to the assessment of ...

As awareness of deep uncertainties in many disciplines has grown over the last half-century, researchers have developed many frameworks, typologies, ...

Chapter A4: Documenting Uncertainty

exposure pathway to enable separate reporting of levels of ; uncertainty in understanding ; climate impacts, changes in exposure, the role of moderating or ...

Climate Model Evaluation in the Presence of Observational ...

Abstract Climate model evaluation is complicated by the presence of observational uncertainty. In this study we analyze daily precipitation ...

Uncertainty propagation in observational references to climate ...

fice) for their fundamental advise in understanding observational uncertainties. ... the role of the observational dataset in the evaluation and scoring of ...

9.6.4 Summary of Observational Constraints for Climate Sensitivity

Structural uncertainties in the models, for example, in the representation of cloud feedback processes (Chapter 8) or the physics of ocean mixing, will affect ...

Climate Model Evaluation and Uncertainty - IMSI institute

Climate models are important tools for understanding past, current and future global climate variability, yet they exhibit key uncertainties that limit their ...