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相关论文: Climate uncertainty impacts on optimal mitigation …

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To analyze climate change mitigation strategies, economists rely on simplified climate models - climate emulators. We propose a generic and transparent calibration and evaluation strategy for these climate emulators that is based on Coupled…

综合经济学 · 经济学 2022-06-10 Doris Folini , Felix Kübler , Aleksandra Malova , Simon Scheidegger

Accounting for climate-related risks is an emerging problem for life insurers around the world. In this paper, we demonstrate how scenario trajectories for global temperature can be obtained using the cost-benefit Dynamic Integrated…

We present a novel Bayesian framework for quantifying uncertainty in portfolio temperature alignment models, leveraging the X-Degree Compatibility (XDC) approach with the scientifically validated Finite Amplitude Impulse Response (FaIR)…

投资组合管理 · 定量金融 2024-12-20 Hendrik Weichel , Aleksandr Zinovev , Heikki Haario , Martin Simon

Climate mitigation decisions today affect future generations, raising questions of intergenerational equity. Integrated assessment models (IAMs) rely on discounting to evaluate long-term policy costs and benefits. Using the DICE model, we…

数理金融 · 定量金融 2025-08-14 Christian P. Fries , Lennart Quante

Integrated Assessment Models (IAMs) of the climate and economy aim to analyze the impact and efficacy of policies that aim to control climate change, such as carbon taxes and subsidies. A major characteristic of IAMs is that their…

综合经济学 · 经济学 2020-10-20 Yongyang Cai

Social cost of carbon (SCC) is estimated by integrated assessment models (IAM) and is widely used by government agencies to value climate policy impacts. While there is an ongoing debate about obtained numerical estimates and related…

综合经济学 · 经济学 2021-11-08 Nikolay Khabarov , Alexey Smirnov , Michael Obersteiner

A high degree of consensus exists in the climate sciences over the role that human interference with the atmosphere is playing in changing the climate. Following the Paris Agreement, a similar consensus exists in the policy community over…

大气与海洋物理 · 物理学 2018-07-02 J-F Mercure , H. Pollitt , N. R. Edwards , P. B. Holden , U. Chewpreecha , P. Salas , A. Lam , F. Knobloch , J. Vinuales

Integrated Assessment Models (IAMs) are pivotal tools that synthesize knowledge from climate science, economics, and policy to evaluate the interactions between human activities and the climate system. They serve as essential instruments…

综合经济学 · 经济学 2025-11-04 Yongyang Cai

The classical DICE model is a widely accepted integrated assessment model for the joint modeling of economic and climate systems, where all model state variables evolve over time deterministically. We reformulate and solve the DICE model as…

综合经济学 · 经济学 2024-12-13 Pavel V. Shevchenko , Daisuke Murakami , Tomoko Matsui , Tor A. Myrvoll

We study the implications of model uncertainty in a climate-economics framework with three types of capital: "dirty" capital that produces carbon emissions when used for production, "clean" capital that generates no emissions but is…

综合经济学 · 经济学 2023-10-23 Michael Barnett , William Brock , Lars Peter Hansen , Ruimeng Hu , Joseph Huang

Ensembles of General Circulation Models (GCMs) are the primary tools for investigating climate sensitivity, projecting future climate states, and quantifying uncertainty. GCM ensembles are subject to substantial uncertainty due to model…

应用统计 · 统计学 2025-07-29 Trevor Harris , Ryan Sriver

There is great uncertainty about future climate conditions and the appropriate policies for managing interactions between the climate and the economy. We develop a multidimensional computational model to examine how uncertainties and risks…

经济学 · 定量金融 2015-04-30 Yongyang Cai , Kenneth L. Judd , Thomas S. Lontzek

Probabilistic projections of baseline (with no additional mitigation policies) future carbon emissions are important for sound climate risk assessments. Deep uncertainty surrounds many drivers of projected emissions. Here we use a simple…

应用统计 · 统计学 2022-02-25 Vivek Srikrishnan , Yawen Guan , Richard S. J. Tol , Klaus Keller

The socioeconomic impact of pollution naturally comes with uncertainty due to, e.g., current new technological developments in emissions' abatement or demographic changes. On top of that, the trend of the future costs of the environmental…

最优化与控制 · 数学 2024-02-28 Matteo Basei , Giorgio Ferrari , Neofytos Rodosthenous

Climate-economic modeling under uncertainty presents significant computational challenges that may limit policymakers' ability to address climate change effectively. This paper explores neural network-based approaches for solving…

机器学习 · 计算机科学 2025-05-20 Carlos Rodriguez-Pardo , Louis Daumas , Leonardo Chiani , Massimo Tavoni

In this paper, I consider a simple heterogeneous agents model of a production economy with uncertain climate change and examine constrained efficient carbon taxation. If there are frictionless, complete financial markets, the simple model…

综合经济学 · 经济学 2022-10-18 Felix Kübler

This paper outlines a critical gap in the assessment methodology used to estimate the macroeconomic costs and benefits of climate policy. It shows that the vast majority of models used for assessing climate policy use assumptions about the…

经济学 · 定量金融 2017-03-09 H. Pollitt , J. -F. Mercure

One of the widely used models for studying economics of climate change is the Dynamic Integrated model of Climate and Economy (DICE), which has been developed by Professor William Nordhaus, one of the laureates of the 2018 Nobel Memorial…

综合经济学 · 经济学 2020-07-02 Mostapha Kalami Heris , Shahryar Rahnamayan

For his work in the economics of climate change, Professor William Nordhaus was a co-recipient of the 2018 Nobel Memorial Prize for Economic Sciences. A core component of the work undertaken by Nordhaus is the Dynamic Integrated model of…

系统与控制 · 计算机科学 2019-03-20 Christopher M. Kellett , Steven R. Weller , Timm Faulwasser , Lars Grüne , Willi Semmler

Climate policy has become increasingly politicized in many countries including the US, with some political parties unwilling to pursue strong measures. Therefore, to be successful in mitigation, climate policies must be politically…

物理与社会 · 物理学 2024-03-13 Andrea Di Benedetto , Claudia E. Wieners , Anna S. von der Heydt
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