Seasonal forecasting of 2014 summer heat wave over Beijing using GRAAP and other statistical methods

Springer Science and Business Media LLC - Tập 75 Số 2 - Trang 1909-1925 - 2015
Guodong Xu1, Ping Guo1, Xuemei Li2, Yingying Jia1
1School of Management, Northwestern Polytechnical University, Xi’an, People’s Republic of China
2College of Economics and Management, Nanjing University of Aeronautics and Astronautics, Nanjing, People’s Republic of China

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Tài liệu tham khảo

Cui J (2008) A novel grey relational degree and its application. Stats and Decis 272:14–16

Cui J, Dang YG, Liu SF (2009) Novel properties of some grey relational analysis models. Syst Eng 27:65–70

Dang YG, Liu SF, Liu B, Mi CM (2004) Improvement on degree of grey slope incidence. Eng Sci 6:41–44

de' Donato F, Michelozzi P (2014) Climate change, extreme weather events and health effects. The Mediterranean Sea, Springer, Berlin, pp 617–624

Deng JL (1995) Spread of grey relational space. J Grey Syst 7:96–100

Feng HZ, Yang SQ, Liu B (2006) A experiment on meteorological forecast used the method of SVM. J Sichuan Meteorol 25:9–12

Gencel O, Kocabas F, Gok MS, Koksal F (2011) Comparison of artificial neural networks and general linear model approaches for the analysis of abrasive wear of concrete. Constr and build mater 25:3486–3494

Gómez I, Estrela MJ, Caselles V (2014) Operational forecasting of daily summer maximum and minimum temperatures in the valencia region. Nat Hazard 70:1055–1076

Guimera R, Arenas A, Díaz-Guilera A, Giralt F (2002) Dynamical properties of model communication networks. Phys Rev E 66:026704

Jiao HY (2010) Modernization process of weather forecast. Meteorolo Mon 36:1–4

Kolay E, Baser T (2014) Estimating of the dry unit weight of compacted soils using general linear model and multi-layer perceptron neural networks. Appl Soft Comput 18:223–231

Li XM, Dang YG, Ding S, Zhang J (2014) Grey accumulation generation relational analysis model for nonequidistance unequal-length sequences and its application. Math Probl Eng. doi: 10.1155/2014/764857

Liu SF (1992) Generalized degree of grey incidence. In: Shengkai Z (ed) Information and systems, DMU Publishing House, Dalian, pp 113–116

Liu WD, Yang P, You HL, Zhang BZ (2013) Heat island effect and diurnal temperature range in Beijing aera. Climatic Environ Res 18:171–177

McInnes JA, Ibrahim JE (2013) Preparation of residential aged care services for extreme hot weather in Victoria. Aust Health Rev 37:442–448

Mei ZG (1992) The concept and computation method of grey absolute correlation degree. Syst Eng 10:43–44

Peng J, Liu WD (2007) A Study of the Urban Heat Island of Beijing based on romote sensing images. Prog Geophys 22:1942–1947

Qiao Z, Tian GJ, Xiao L (2013) Diurnal and seasonal impacts of urbanization on the urban thermal environment: a case study of Beijing using MODIS data. ISPRS J Photogramme 85:93–101

Scheuerer M, Büermann L (2014) Spatially adaptive post-processing of ensemble forecasts for temperature. J R Stat Soc C-Appl 63:405–422

Smoyer-Tomic KE, Kuhn R, Hudson A (2003) Heat wave hazards: an overview of heat wave impacts in Canada. Nat Hazard 28:465–486

Sun YG, Dang YG (2008) The improvement of grey T’s relational degree. J Syst Sci Inform 4:135–139

Tang WX (1995) The concept and the computation method of T’s correlation degree. J Appl Stat Mnage 14:34–37

Wang P, Meng P, Zhai JY, Zhu ZQ (2013) A hybrid method using experiment design and grey relational analysis for multiple criteria decision making problems. Knowl-Based Syst 53:100–107

Xie NM, Liu SF (2007) The parallel and uniform properties of several relational models. Syst Eng 25:98–103

Zhou Y, Shepherd JM (2010) Atlanta’s urban heat island under extreme heat conditions and potential mitigation strategies. Nat hazard 52:639–668