基于EOF和GWR模型的中原经济区经济增长的时空分析
本文关键词:中原经济区县域交通优势度与区域经济空间耦合,由笔耕文化传播整理发布。
关。EOF分析的第一模态反映出1988-2012年以来,中原经济区经济增长总体上沿京广线的东西两侧反相分布,京广线以西增长快于京广线以东,第一模态对应的时间系数,表现出明显的年际特征,东、西两部分地区具有近10年的增长循环周期。第二模态反映了中原经济区经济增长的局部区域的年际异常特征,,呈现西南、东北部反相分布空间格局,相应时间系数年际波动更明显。
(2)GWR分析发现:1988-2012年年间,影响中原经济区人均GDP变化因素的重要程度在空间上存在不同。农民人均纯收入对中原经济区经济增长的影响最大,呈正相关关系。资源禀赋是第二大影响因素,也呈正相关关系。经济区位是第三大影响因素,其他因素依次是第二产业比重、城市化水平和农业机械总动力。
(3)影响中原经济区经济增长的大部分因素有明显的经度地带性规律。农民人均纯收入、资源禀赋和农业机械总动力对人均GDP的影响强度都从东南向西北依次降低;经济区位和第二产业比重对人均GDP影响从西北向东南降低。说明中原经济区经济增长可能还受到地形、气候、区域政策等的影响。
从以上分析可以看出,EOF分析可以更好地把时间序列和空间变化相结合,揭示区域发展演变的时空规律,GWR分析能较好解释区域发展演变的空间异质性的形成机制。中原经济区社会和自然环境比较复杂。因此,在制定区域发展政策时,要考虑不同行政单元的特殊性。考虑到数据的可获得性,本文只对中原经济区30个地级行政区经济增长进行研究,空间尺度较大,可能会降低小尺度单元对某些影响因素的敏感性,同时,自然环境的地形、气候等对经济发展也有一定影响,本文只在分析中提及,没有做量化分析,这些需要进一步深入研究。
参考文献(References)
[1]AnselinL.SpatialEconometrics:MethodsandModels.Dordrecht:KluwerAcademicPublishers,1988.
[2]BrunsdonCAS,FortheringhamM,Charlton.Somenotesonparametricsignificancetestsforgeographicallyweighted
regression.JournalRegionalScience,1999,39(3):497-524.
[3]邱灵,方创琳.北京市生产性服务业空间集聚综合测度.地理研究,2013,32(1):99-110.[QiuLing,FangChuanglin.
ComprehensiveassessmentonthespatialagglomerationofproducerservicesinBeijing.GeographicalResearch,2013,32(1):99-110.]
[4]张伟丽,覃成林,李小建.中国地市经济增长空间俱乐部趋同研究.地理研究,2011,30(8):1157-1470.[ZhangWeili,
QinChenglin,LiXiaojian.Studyonspatialclubconvergencehypothesisofprefecturaleconomicgrowth:incomparisonwithprovincialdata.GeographicalResearch,2011,30(8):1157-1470.]
[5]吴玉鸣.中国省域旅游业弹性系数的空间异质性估计:基于地理加权回归模型的实证.旅游学刊,2013,28(2):35-
43.[WuYuming.SpatialheterogeneityestimationofregionaltourismindustryelasticityinChineseprovinces:Ageo-graphicallyweightedregressionstudy.TourismTribune,2013,28(2):35-43.]
[6]姚鲁烽,何书金,赵歆.地理学时空变化类论文的写作.地理学报,2013,68(7):1007-1011.[YaoLufeng,HeShujin,
ZhaoXin.Geographyacademicwritingabouttemporalspatialvariation.ActaGeographicaSinica,2013,68(7):1007-1011.]
[7]李丹丹,刘锐,陈动.中国省域碳排放及其驱动因子的时空异质性研究.中国人口?资源与环境,2013,23(7):84-92.
[LiDandan,LiuRui,ChenDong.Researchonspace-timeheterogeneityofcarbonemissionandinfluencingfactorsinprovincesofChina.ChinaPopulation,ResourcesandEnvironment,2013,23(7):84-92.]
[8]王强,樊杰,伍世代.1990-2009年中国区域能源效率时空分异特征与成因.地理研究,2014,33(1):43-56.[Wang
Qiang,FanJie,WuShidai.Spatial-temporalvariationofregionalenergyefficiencyanditscausesinChina:1990-2009.GeographicalResearch,2014,33(1):43-56.]
[9]王发曾.中原经济区的“三化”协调发展之路.人文地理,2012,27(3):55-59.[WangFazeng.Thethree-zationcoordinat-
eddevelopmentroadofZhongyuaneconomicregion.HumanGeography,2012,27(3):55-59.]
[10]丁志伟,张改素,王发曾.中原经济区“三化”协调的内在机理与定量分析.地理科学,2013,33(4):402-409.[Ding
Zhiwei,ZhangGaisu,WangFazeng.Theinternalmechanismandquantitativeanalysisofcoordinationdevelopmentof
industrialization,urbanizationandagriculturalmodernizationofZhongyuaneconomicregion.ScientiaGeographicaSi-nica,2013,33(4):402-409.]
[11]吴一平,陈素云,孙德中.中原经济区三化协调路径及关键问题研究.农业经济问题,2013,(3):69-73.[WuYiping,
ChenSuyun,SunDezhong.Researchonpathandkeyproblemofcoordinateddevelopmentofurbanization,agriculturalmodernizationandindustrializationincentralplainseconomicregion.IssuesinAgriculturalEconomy,2013,(3):69-73.]
[12]蔡世忠.中原经济区农区新型农业现代化发展的思路与对策.河南农业科学,2013,42(8):157-161.[CaiShizhong.
Philosophyandstrategyfordevelopmentofnewstyleagriculturalmodernizationinagriculturalregionofcentralplainseconomiczone.ScienceofHenanJournalAgricultural,2013,42(8):157-161.]
[13]李波,张吉献.中原经济区城镇化区域差异时空演化研究.地域研究与开发,2013,32(3):167-171.[Libo,ZhangJixi-
an.Thetemporalandspatialevolutionoftheurbanizationdifferenceinthecentralplainseconomicregion.ArealRe-searchandDevelopment,2013,32(3):167-171.]
[14]刘荣增,李蕾蕾.基于AHP的中原经济区城市竞争力研究.工业技术经济,2013,32(3):11-17.[LiuRongzeng,Li
Leilei.Onthecitycompetitivenessofthecentralplainseconomiczonebasedontheprocessanalytichierarchy.Industri-alTechnology&Economy,2013,32(3):11-17.]
[15]孟德友,沈惊宏,陆玉麒.中原经济区县域交通优势度与区域经济空间耦合.经济地理,2012,32(6):7-14.[Meng
Deyou,ShenJinghong,LuYuqi.Transportationsuperiorityandcountyleveleconomyspatialcouplingincentralplaineconomiczone.EconomicGeography,2012,32(6):7-14.]
[16]潘少奇,李亚婷,高建华.中原经济区经济联系网络空间格局.地理科学进展,2014,33(1):92-101.[PanShaoqi,Li
Yating,GaoJianhua.Spatialpatternofeconomiclinkagenetworkincentralplainseconomiczone.ProgressinGeogra-phy,2014,33(1):92-101.]
[17]郑敬刚,许淑娜,喻铮铮.中原经济区核心区土地资源生态安全评价.水土保持研究,2013,20(3):273-277.[Zheng
Jinggang,XuShuna,YuZhengzheng.Studyonecologicalsecurityevaluationoflandresourcesinthecaseofthecorear-easofZhongyuaneconomicregion.ResearchofSoilandWaterConservation,2013,20(3):273-277.]
[18]张世全,李汉敏,张霭丽,等.中原经济区国土资源政策体系探讨.地域研究与开发,2013,32(1):12-17.[ZhangShi-
quan,LiHanmin,ZhangAili,etal.Discussiononthepoliciestothepromotionoflandandnaturalresourcesofthecen-tralplainseconomiczone.ArealResearchandDevelopment,2013,32(1):12-17.]
[19]蒋国富,刘嘉俊.自然正交函数在区域经济时空演变中的实证分析.经济地理,2009,29(7):1103-1107.[JiangGuofu,
LiuJiajun.Demonstrationanalysisonthespatial-temporalevolutionoftheregionaleconomyusingbyEOF:AcasestudyofthecountyeconomicinHenanprovince.EconomicGeography,2009,29(7):1103-1107.]
[20]MartinezYosvany,YuWei,etal.Anewstatistical-dynamicaldownscalingprocedurebasedonEOFanalysisforregional
timeseriesgeneration.JournalofAppliedMeteorology&Climatology,2013,52(4):925-952.
[21]YangMyung-Hoon,ChoHyungjun,KangWooheon,etal.EOF:Afficientbuilt-inredundancyanalysismethodology
withoptimalrepairrate.IEEETransactionsonComputer-aidedDesignofIntegratedCircuits&Systems,2010,29(7):1130-1135.
[22]MonahanAdam,FyfeH,etal.Empiricalorthogonalfunctions:Themediumisthemessage.JournalofClimate,2009,22
(24):6501-6514.
[23]龚斌,甘小莉,刘伟玲,等.基于EOF分析的三江源区植被覆盖变化时空分布特征.地学前缘,2013,20(3):234-239.
[GongBin,GanXiaoli,LiuWeiling,etal.ThevegetationdistributioncharacteristicsinthethreeriverheadwatersregioninChinabasedonEOFanalysis.EarthScienceFrontiers,2013,20(3):234-239.]
[24]雷杨娜,龚道溢,张自银,等.中国夏季高温日数时空变化及其环流背景.地理研究,2009,28(3):653-662.[LeiYang-
na,GongDaoyi,ZhangZiyin,etal.Spatial-temporalcharacteristicsofhigh-temperatureeventsinsummerineasternChinaandtheassociatedatmosphericcirculation.GeographicalResearch,2009,28(3):653-662.]
[25]王海江,苗长虹.城市经济区位时空变异分析.城市问题,2009,(4):39-45.[WangHaijiang,MiaoChanghong.Urban
economiclocationSpatial-temporalvariation.UrbanProblems,2009,(4):39-45.]
[26]李小建,罗庆.新型城镇化中的协调思想分析.中国人口?资源与环境,2014,24(2):47-53.[LiXiaojian,LuoQing.
Thecoordinatingideasofnewformurbanization.ChinaPopulation,ResourcesandEnvironment,2014,24(2):47-53.]
[27]StuartBrown,VincentL,Versace,etal.Assessmentofspatiotemporalvaryingrelationshipsbetweenrainfall,landcover
andsurfacewaterareausinggeographicallyweightedregression.EnvironmentalModeling&Assessment,2012,17(3):241-254.
[28]苑韶峰,杨丽霞,杨桂山,等.耕地非农化的社会经济驱动因素异质性研究.经济地理,2013,33(5):137-143.[Yuan
Shaofeng,YangLixia,YangGuishan,etal.Thespatialheterogeneityofsocio-economicdrivingfactorsofcultivated
landconversion:AcasebasedonSTIRPATandGWRmodels.EconomicGeography,2013,33(5):137-143.]
[29]王景雷,康绍忠,孙景生,等.基于PCA和GWR的作物需水量空间分布估算.科学通报,2012,58(12):1131-1139.
[WangJinglei,KangShaozhong,SunJingsheng,etal.Estimationofcropwaterrequirementbasedonprincipalcompo-nentanalysisandgeographicallyweightedregression.ChineseScienceBulletin,2012,58(12):1131-1139.]
[30]吴玉鸣,李建霞.省域经济增长与电力消费的局域空间计量经济分析.地理科学,2009,29(1):31-35.[WuYuming,
LiJianxia.AlocalspatialeconometricstudyonrelationshipbetweenelectricityconsumptionandeconomicgrowthofChineseprovinces.ScientiaGeographicaSinica,2009,29(1):31-35.]
Spatial-temporalanalysisofeconomicgrowthinCentralPlains
EconomicZonewithEOFandGRWmethods
BAIJingfeng,ZHANGHaijun
(CollegeofEnvironmentScienceandTourism,NanyangNormalUniversity,Nanyang473061,Henan,China)
Abstract:Combinedwiththenationalstrategicrequirementofcoordinateddevelopmentofin-dustrialization,urbanizationandagricultureinCentralPlainsEconomicZone,selectingtheda-taofpercapitaGDPfrom1988to2012,thispaper,byadoptingthenaturalorthogonalfunction(EOF),analyzedthespatial-temporalcharacteristicsofeconomicgrowthinCentralPlainsEco-nomicZone,andrevealedthemaindrivingforceofeconomicgrowthandevolutionwiththeaidofgeographicallyweightedregression(GWR)model.ThefirstmodalofEOFanalysisshowedthatthespatialdistributionoftheeconomicgrowth,onthewhole,inCentralPlainsEconomicZoneisoutofphasealongBeijing-GuangzhouRaiway(BGR),andthateconomywestoftheBGRgrowsfasterthanthattoeastoftheBGRandtheircorrespondingtimecoeffi-cientsshowedtheobviousinterannualchange,andpartsofregiontotheeastandwestoftherailwayhavenearly10yearsofdevelopmentcycle.Thesecondmodereflectedtheannualanomalyofeconomicgrowthinsomepartsofthezone,andthephasedistributionofspatialpatterninsouthwestandnortheastoftheregion,andtheinterannualfluctuationofitscorre-spondingtimecoefficientsismoreobvious.GWRanalysisshowedthattheimportanceoffac-torsthatresultinthechangeofpercapitaGDPintheCentralPlainsEconomicZoneisdifferentinspace.Thepercapitanetincomeofruralresidentsboaststhegreatestinfluenceontheeco-nomicgrowthoftheCentralPlainsEconomicZone,andthereisapositivecorrelation.Resourc-esendowmentisthesecondlargestinfluencingfactor,andalsopositivelycorrelatedwitheco-nomicgrowth.Theeconomiclocationisthethirdinfluencingfactor,followedbythesecondaryindustry,thelevelofurbanization,andagriculturalmachinerytotalpower.Agriculturalmachin-erytotalpowerhastheleastinfluence,andisnegativecorrelatedwitheconomicgrowth.ThefactorsthatinfluencetheeconomicgrowthintheCentralPlainsEconomicZoneshowedaclearlongitudinalzonality.Therefore,theuniquenessofdifferentadministrativeregionsshouldbeconsideredintheformulationofregionaldevelopmentpolicies.
Keywords:EOF;GWR;spatialtemporal;CentralPlainsEconomicZone
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本文关键词:中原经济区县域交通优势度与区域经济空间耦合,由笔耕文化传播整理发布。
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