Sensitivity analysis: A review of recent advances

E Borgonovo, E Plischke - European Journal of Operational Research, 2016 - Elsevier
The solution of several operations research problems requires the creation of a quantitative
model. Sensitivity analysis is a crucial step in the model building and result communication …

[HTML][HTML] Sensitivity analysis of environmental models: A systematic review with practical workflow

F Pianosi, K Beven, J Freer, JW Hall, J Rougier… - … Modelling & Software, 2016 - Elsevier
Sensitivity Analysis (SA) investigates how the variation in the output of a numerical model
can be attributed to variations of its input factors. SA is increasingly being used in …

'Climate value at risk'of global financial assets

S Dietz, A Bowen, C Dixon, P Gradwell - Nature Climate Change, 2016 - nature.com
Investors and financial regulators are increasingly aware of climate-change risks. So far,
most of the attention has fallen on whether controls on carbon emissions will strand the …

[HTML][HTML] A systematic literature review on Circular Economy implementation in the construction industry: a policy-making perspective

Y Yu, V Junjan, DM Yazan, ME Iacob - Resources, Conservation and …, 2022 - Elsevier
Abstract Implementing Circular Economy (CE) is a promising solution to tackle
environmental challenges in the construction industry. On the way towards a circular built …

[HTML][HTML] A simple and efficient method for global sensitivity analysis based on cumulative distribution functions

F Pianosi, T Wagener - Environmental Modelling & Software, 2015 - Elsevier
Variance-based approaches are widely used for Global Sensitivity Analysis (GSA) of
environmental models. However, methods that consider the entire Probability Density …

A third wave in the economics of climate change

JD Farmer, C Hepburn, P Mealy… - … and Resource Economics, 2015 - Springer
Modelling the economics of climate change is daunting. Many existing methodologies from
social and physical sciences need to be deployed, and new modelling techniques and ideas …

Exploratory modeling for analyzing coupled human-natural systems under uncertainty

EA Moallemi, J Kwakkel, FJ de Haan… - Global Environmental …, 2020 - Elsevier
Modeling is a crucial approach for understanding the past and exploring the future of
coupled human-natural systems. However, uncertainty in various forms challenges …

Modeling uncertainty in integrated assessment of climate change: A multimodel comparison

K Gillingham, W Nordhaus, D Anthoff… - Journal of the …, 2018 - journals.uchicago.edu
The economics of climate change involves a vast array of uncertainties, complicating our
understanding of climate change. This study explores uncertainty in baseline trajectories …

Distribution-based sensitivity analysis from a generic input-output sample

F Pianosi, T Wagener - Environmental Modelling & Software, 2018 - Elsevier
In a previous paper we introduced a distribution-based method for Global Sensitivity
Analysis (GSA), called PAWN, which uses cumulative distribution functions of model outputs …

[HTML][HTML] The climate beta

S Dietz, C Gollier, L Kessler - Journal of Environmental Economics and …, 2018 - Elsevier
How does climate-change mitigation affect the aggregate consumption risk borne by future
generations? In other words, what is the 'climate beta'? In this paper we argue using a …