2021
DOI: 10.5194/hess-2021-123
|View full text |Cite
Preprint
|
Sign up to set email alerts
|

Storylines of UK drought based on the 2010–2012 event

Abstract: Abstract. Spatially extensive multi-year hydrological droughts cause significant environmental stress. Given the impacts of climate change, the UK is expected to remain vulnerable to future multi-year droughts. Existing approaches to quantify hydrological impacts of climate change are often scenario-driven and may miss out plausible outcomes with significant impacts. Event-based storyline approaches aim to quantify storylines of how observed events could hypothetically have unfolded in alternative ways. This s… Show more

Help me understand this report
View published versions

Search citation statements

Order By: Relevance

Paper Sections

Select...
1
1
1

Citation Types

0
3
0

Year Published

2021
2021
2023
2023

Publication Types

Select...
5

Relationship

1
4

Authors

Journals

citations
Cited by 5 publications
(3 citation statements)
references
References 39 publications
0
3
0
Order By: Relevance
“…We do this in two steps: first by fitting a linear regression model for mean EVI anom in each cluster and then, for more detailed insights, by fitting a random forest model at pixel scale, in which we include potential seasonal legacy effects. In both cases, the training period includes other DH events (Ciais et al, 2005;Orth et al, 2016), with similar climate anomalies, particularly 2003, thereby reducing the risk of attempting to predict EVI anom based on "unseen" climatic conditions.…”
Section: Detecting Increased Vulnerability To Drought and Heat Stressmentioning
confidence: 99%
See 1 more Smart Citation
“…We do this in two steps: first by fitting a linear regression model for mean EVI anom in each cluster and then, for more detailed insights, by fitting a random forest model at pixel scale, in which we include potential seasonal legacy effects. In both cases, the training period includes other DH events (Ciais et al, 2005;Orth et al, 2016), with similar climate anomalies, particularly 2003, thereby reducing the risk of attempting to predict EVI anom based on "unseen" climatic conditions.…”
Section: Detecting Increased Vulnerability To Drought and Heat Stressmentioning
confidence: 99%
“…In Europe, DH events usually have strong negative impacts on ecosystems, such as reduced ecosystem productivity (Ciais et al, 2005;Bastos et al, 2020b). After severe drought and heat stress, plant recovery can be lagged, for example due to reduced growth or non-reversible losses in hydraulic conductance or carbon reserve depletion (Ruehr et al, 2019).…”
Section: Introductionmentioning
confidence: 99%
“…what if the northerly jet stream persisted longer than observed). Similarly, Chan et al (2021) created counterfactual event storylines to quantify how much worse the 2010-12 UK drought could have been if it was preceded by drier preconditions or followed by a plausible third dry winter. These approaches make use of traditional “top-down” scenarios in novel ways and could be particularly useful to satisfy requirements in water resources planning such as assessing resilience to one in 500-years droughts for which there are no historical observations.…”
Section: Discussionmentioning
confidence: 99%