Statistics and Climate

Guttorp Peter; BE Fienberg SE

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Statistics and Climate

机译：统计与气候

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For a statistician, climate is the distribution of weather and other variables that are part of the climate system. This distribution changes over time. This review considers some aspects of climate data, climate model assessment, and uncertainty estimation pertinent to climate issues, focusing mainly on temperatures. Some interesting methodological needs that arise from these issues are also considered.

机译：对于统计学家来说，气候是天气和气候系统中其他变量的分布。该分布随时间变化。这篇综述考虑了与气候问题相关的气候数据，气候模型评估和不确定性估计的某些方面，主要集中在温度方面。还考虑了由这些问题引起的一些有趣的方法学需求。

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《Annual Review of Statistics and Its Application》 |2014年第null期|共15页
作者
Guttorp Peter; BE Fienberg SE;
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正文语种 eng
中图分类统计学;
关键词
homogenization; nonstationarity; shift function; ranking;

机译：均质化;非平稳性;移位函数;排序;

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1. Extreme Climate Event Changes in China in the 1.5 and 2 °C Warmer Climates: Results From Statistical and Dynamical Downscaling [J] . Donghuan Li, Liwei Zou, Tianjun Zhou Journal of Geophysical Research, D. Atmospheres: JGR . 2018,第18期

机译：中国的极端气候事件在1.5和2°C温暖的气候中变化：统计和动态较低的结果
2. Unstable Climates: Exploring The Statistical And Social Constructions Of 'normal' Climate [J] . Mike Hulme, Suraje Dessai, Irene Lorenzoni, Geoforum . 2009,第2期

机译：不稳定的气候：探讨“正常”气候的统计和社会结构
3. Assessing the relative effectiveness of statistical downscaling and distribution mapping in reproducing rainfall statistics based on climate model results [J] . Langousis Andreas, Mamalakis Antonios, Deidda Roberto, Water resources research . 2016,第1期

机译：基于气候模型结果评估统计缩减和分布图在再现降雨统计数据中的相对有效性
4. Finding Homogeneous Climate Zones in Bangladesh From Statistical Analysis of Climate Data Using Machine Learning Technique [C] . Faisal Bin Ashraf, Md Rayhan Kabir, Md Shafiur Raihan Shafi, International Conference on Computer and Information Technology . 2020

机译：使用机器学习技术从气候数据的统计分析找到孟加拉国的同质气候区
5. STATISTICAL GROUPING OF CLIMATES AND THE STATISTICAL DISCRIMINATION AMONGCLIMATIC GROUPS [D] . CRUTCHER, HAROLD LEE. 1960

机译：气候的统计分组和气候组之间的统计区分
6. Extracting climate memory using Fractional Integrated Statistical Model: A new perspective on climate prediction [O] . Naiming Yuan, Zuntao Fu, Shida Liu -1

机译：使用分数综合统计模型提取气候记忆：气候预测的新视角
7. Reducing climate model biases by exploring parameter space with large ensembles of climate model simulations and statistical emulation [O] . Sihan Li, David E. Rupp, Linnia Hawkins, 2019

机译：通过探索气候模型模拟和统计仿真的大集合空间来减少气候模型偏见
8. Geospatial Analysis Tool Kit for Regional Climate Datasets (GATOR) : An Open-source Tool to Compute Climate Statistic GIS Layers from Argonne Climate Modeling Results. [R] . Kuiper, J., Kotamarthi, V. R., Orr, A., 2017

机译：区域气候数据集地理空间分析工具包（GaTOR）：从阿贡气候模拟结果计算气候统计GIs层的开源工具。

Statistics and Climate

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