Use of Historical Data to Assess Regional Climate Change

被引:25
|
作者
Lai, Yuchuan [1 ]
Dzombak, David A. [1 ]
机构
[1] Carnegie Mellon Univ, Dept Civil & Environm Engn, Pittsburgh, PA 15213 USA
基金
美国安德鲁·梅隆基金会;
关键词
North America; Climate change; Climate records; Regression analysis; Time series; Trends; EXTREME PRECIPITATION EVENTS; LONG-RANGE DEPENDENCE; UNITED-STATES; TIME-SERIES; DAILY TEMPERATURE; TERM TRENDS; VARIABILITY; NETWORK; NORMALS; SIGNAL;
D O I
10.1175/JCLI-D-18-0630.1
中图分类号
P4 [大气科学(气象学)];
学科分类号
0706 ; 070601 ;
摘要
Time series of historical annual average temperature, total precipitation, and extreme weather indices were constructed and analyzed for 103 (for temperature indices) and 115 (for precipitation indices) U.S. cities with climate records starting earlier than 1900. Mean rate of change and related 95% confidence bounds were calculated for each city using linear regression for the full periods of record. Box-Cox transformations of some time series of climate records were performed to address issues of non-normal distribution. Thirteen cities among the nine U.S. climate regions were selected and further evaluated with adequacy diagnoses and analyses for each month. The results show that many U.S. cities exhibit long-term historical increases in annual average temperature and precipitation, although there are spatial and temporal variations in the observed trends among the cities. Some cities in the Ohio Valley and Southeast regions exhibit decreasing or statistically nonsignificant increasing trends in temperatures. Many of the cities exhibiting statistically significant increases in precipitation are in the Northeast and Upper Midwest regions. The records for the cities are individually unique in both annual and monthly change, and cities within the same climate region sometimes exhibit substantially different changes. Within the full periods of record, discernible decade-long subtrends were observed for some cities; consequently, analysis of selected shorter periods can lead to inconclusive and biased results. These statistical analyses of constructed time series of city-specific long-term historical climate records provide detailed historical climate change information for cities across the United States.
引用
收藏
页码:4299 / 4320
页数:22
相关论文
共 50 条
  • [1] Combining Downscaled Global Climate Model Data with SWAT to Assess Regional Climate Change Properties and Hydrological Responses
    Yang, Tian
    Yang, Xiao
    Jia, Chao
    Wang, Cong
    KSCE JOURNAL OF CIVIL ENGINEERING, 2023, 27 (05) : 2327 - 2338
  • [2] Combining Downscaled Global Climate Model Data with SWAT to Assess Regional Climate Change Properties and Hydrological Responses
    Tian Yang
    Xiao Yang
    Chao Jia
    Cong Wang
    KSCE Journal of Civil Engineering, 2023, 27 : 2327 - 2338
  • [3] Use of historical data to assess the impact of climate change and anthropogenic disturbance on the black-billed capercaillie (Tetrao urogalloides) in northeast China
    Zhang, Chao
    Xia, Wancai
    Luan, Xiaofeng
    Zhuang, Hongfei
    Khan, Tauheed Ullah
    Zhang, Gong
    Wu, Shuhong
    GLOBAL ECOLOGY AND CONSERVATION, 2020, 22
  • [4] Constraining the Sensitivity of Regional Climate with the Use of Historical Observations
    Voulgarakis, Apostolos
    Shindell, Drew T.
    JOURNAL OF CLIMATE, 2010, 23 (22) : 6068 - 6073
  • [5] Use of historical data to assess changes in the vulnerability of sharks
    Martinez-Candelas, I. A.
    Perez-Jimenez, J. C.
    Espinoza-Tenorio, A.
    McClenachan, L.
    Mendez-Loeza, I
    FISHERIES RESEARCH, 2020, 226
  • [6] Advances in the use of historical marine climate data
    Kent, Elizabeth
    Woodruff, Scott
    Rayner, Nick
    Arbetter, Todd
    Folland, Chris
    Koek, Frits
    Parker, David
    Reynolds, Richard
    Saunders, Roger
    Smolyanitsky, Vasily
    Worley, Steven
    Yoshida, Takashi
    BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY, 2007, 88 (04) : 559 - 564
  • [7] Regional climate modeling for climate change impact assessment: Historical overview and future directions
    Sailor, DJ
    WORLD RESOURCE REVIEW, VOL 12, NOS 2-4: GLOBAL WARMING SCIENCE & POLICY, PTS 1-3, 2000, : 669 - 684
  • [8] Indicators for strategic environmental assessment in regional land use planning to assess conflicts with adaptation to global climate change
    Helbron, Hendrike
    Schmidt, Michael
    Glasson, John
    Downes, Nigel
    ECOLOGICAL INDICATORS, 2011, 11 (01) : 90 - 95
  • [9] On the need for bias correction in regional climate scenarios to assess climate change impacts on river runoff
    Muerth, M. J.
    St-Denis, B. Gauvin
    Ricard, S.
    Velazquez, J. A.
    Schmid, J.
    Minville, M.
    Caya, D.
    Chaumont, D.
    Ludwig, R.
    Turcotte, R.
    HYDROLOGY AND EARTH SYSTEM SCIENCES, 2013, 17 (03) : 1189 - 1204
  • [10] On the use of regional climate models: Implications of climate change for viticulture in Serbia
    Ruml, Mirjana
    Vukovic, Ana
    Vujadinovic, Mirjam
    Djurdjevic, Vladimir
    Rankovic-Vasic, Zorica
    Atanackovic, Zoran
    Sivcev, Branislava
    Markovic, Nebojsa
    Matijasevic, Sasa
    Petrovic, Nevena
    AGRICULTURAL AND FOREST METEOROLOGY, 2012, 158 : 53 - 62