一 、智慧城市大数据时代

SUOWEIZHIHUICHENGSHIJIUSHIYUNYONGXINXIHETONGXINJISHUSHOUDUANGANCE、FENXI、ZHENGHECHENGSHIYUNXINGHEXINXITONGDEGEXIANGGUANJIANXINXI，CONGERDUIBAOKUOMINSHENG、HUANBAO、GONGGONGANQUAN、CHENGSHIFUWU、GONGSHANGYEHUODONGZAINEIDEGEZHONGXUQIUZUOCHUZHINENGXIANGYING。QISHIZHISHILIYONGXIANJINDEXINXIJISHU，SHIXIANCHENGSHIZHIHUISHIGUANLIHEYUNXING，JINERWEICHENGSHIZHONGDERENCHUANGZAOGENGMEIHAODESHENGHUO，CUJINCHENGSHIDEHEXIE、KECHIXUCHENGZHANG。

JINNIANYILAI，WOGUOGEDIQU、GEBUMENZHIHUICHENGSHIJIANSHEKAIZHANHUORE,ZAIZUICHUGEZIWEIZHENGSHIDEJIANSHEZHIHUICHENGSHIJIANSHEGUOCHENGZHONG，GEXINXIXITONGBIAOZHUNBUYI、HUBUJIANRONG、JIERUSHOUZU、CHUXIANXINXIGUDAO，CHENGWEICHENGSHIZHIHUIHUAFAZHANYIDAPINGJING。SUIZHEYUNJISUAN、WULIANWANG、DASHUJU、RENGONGZHINENGDENGGEZHONGXINJISHUFENGQIYUNYONG，SHUJUDERONGHEYUGONGXIANGYUELAIYUEDEDAOZHONGSHI，YISHUJURONGHE、SHUJUGONGXIANGWEISHOUDUAN，SHENWASHUJUJIAZHIWEIBIAOZHI，KAIQILEQUANXINDEZHIHUICHENGSHIDASHUJUSHIDAI.

二 、大数据是智慧城市的智慧引擎

在智慧城市中，大数据正扮演越来越重要的角色。众所周知，城市中由海量传感器组成的物联网正日夜不断地采集各类结构化、非结构化数据。监控白小姐三肖选一肖视频数据、城市地理信息、交通数据、人口数据以及环境监测数据等各行业数据量正呈现爆发式增长，大数据已经遍布智慧城市的方方面面，从政府决策与服务，到人们衣食住行的生活方式，再到城市的产业布局和规划，直到城市的运营和管理方式，都将在大数据支撑下走向“智慧化”，大数据成为智慧城市的智慧引擎。

三 、ZNV智慧城市信息共享平台

1、总体框架

ZAIZHIHUICHENGSHIHAILIANGSHUJUDEBEIJINGXIA，ZNVZHONGXINGLIWEITUICHULESCIMCHANPIN，YIXINXINGZHIHUICHENGSHIXINXIHUAXITONGZHONGJIANJIANWEIHEXINSHEJILINIAN，YIBUTONGWEIDUWEIKEHUTIGONGLIANGSHENDINGZHIDECHANPINWEIYUANZE，KEXUESHULIBUTONGBUMENDETUXIANGJISHUJUJIANGUANXUQIUBINGJIANGQINARUSHUJUZHONGXINJIZHONGGUANLI，TONGGUOXIAOv（DASHUJUPINGTAI）CHUANGXINDEDASHUJUFENXICHULIJISHU，DUIZHEIXIESHUJUJINXINGFENXI、WAJUE、TILIAN，CONGGEZHONGHAILIANGDESHUJUZHONGCHENGZHANGCHUGESHIGEYANGDEYEWU，JINERWEIXINXINGZHIHUICHENGSHIJIANSHETIGONGDUOYUANXINXICAIJI、HAILIANGSHUJUHUIJU、ZHINENGFENXICHULI、DASHUJUSHENDUWAJUE、CHENGSHITAISHIZHANBAO、HUIMINXINXIDENGDUOYANGHUAFUWU，CHUANGJIANCHENGSHIGUANLISHEHUIFUWUXINMOSHI，CONGERSHIXIANXINXINGZHIHUICHENGSHIDEHEXINJIAZHI。

    2、小v大数据引擎

白小姐三肖选一肖ERXIAOvDASHUJUYINQING，SHILIYONGKAIYUANDASHUJUPINGTAI，WEIZHIHUICHENGSHITIGONGYIGEKEHENGXIANGKUOCHONGDE、GAOXINGNENGDEDASHUJUGUANLIPINGTAI，QIZHUYAOGONGNENGBAOKUOGEZHONGSHUJUTIGONGKUAISUDETIGONGMIAOJICHAXUNYUTONGJI（OLAP）、SHISHIMOXINGDUIBI、YUCEYUJING、DINGSHILIXIANFENXI、SHUJUQINGXIYUZHONGSUDENGGONGNENG。

    3、系统亮点特色

1）、XITONGNENGLIDEHENGXIANGKUOCHONG，YIGEZHIHUICHENGSHIWULIANWANGGUANLIHUANJIEZAIGANGKAISHIDAJIANDESHIHOU，SHOUJIDAODESHUJULIANGBINGBUSHIHENDA，DANSUIZHESHIJIANDETUIYI，CAIJIDAOGESHIGEYANGDESHUJUHUISUIZHESHIJIANDUIJI，XITONGHUISUIZHESHUJUDEZENGJIAZAICUNCHUKONGJIAN、TONGJIBAOBIAO、SHUJUJIANSUO、LIXIANFENXIFANGMIANHUIBIANDEYUELAIYUEMAN，DAOZUIHOUWULIWANGJINGYINGZHEHUOXITONGGUANLIZHE，BUNENGBUXUANZEFANGQIXITONGSUOCAIJIDAODEYOUJIAZHIDESHUJU，ERZHEIXIESHUJUDOUYUNHANZHEGEZHONGGEYANGDEJIAZHI。XIAOVDASHUJUYINQINGTAJIANGUHadoop-SparkDASHUJUXITONGSUOYOUTEZHENG，TIGONGXINGNENGYUCUNCHUDE1+NDEHENGXIANGKUOCHONG，YEJIUSHISUIZHESHIJIANDETUIYISHUJUDELEIJI，DANGDANTAIXIAOVDASHUJUYINQINGBUNENGMANZUXINGNENGYUCUNCHUYAOQIU，KEYITONGGUOZENGJIASHUJUJIEDIAN，SHIXITONGNENGLIDEDAOXIANXINGDEZENGJIA。

2）、QUZHONGXINHUARUANJIANXITONG，QUZHONGXINHUASHISHIXITONGWENDINGXING，MEIGEJIEDIANDOUSHIYIGEWANZHENGDEDASHUJUXITONG，DUOGEJIEDIANHUXIANGLIANJIEZUCHENGYIGEXINGNENGGENGGAODEDASHUJUJIQUN。DANGDASHUJUJIQUNZHONGMOUGEJIEDIANCHUXIANGUZHANGSHI，BUHUIYINGXIANGZHENGGEJIQUNDEWENDINGXING。

3）、SHUJUANQUANXING，CAIJIDAODESHUJUYIDANJINRUDASHUJUXITONGJIUHENNANDIUSHI。SHUJUBEIANZHAOSHUJUKUAIBEIFENDUOFENFENBUZAIBUTONGDESHUJUJIEDIANZHONG，ERYIGEJIEDIANDEGUZHANGBUHUIYINGXIANGZHENGGEXITONG，DANGZHEIGEJIEDIANHUIFUSHI，ZHEIGEJIEDIANDESHUJUYEHUIBEIXIUFU。

4）、SHIHEYUHAILIANGSHUJUDECHULIYUFENXI，XITONGJIUSHIWEIHAILIANGSHUJUCHULIERSHEJIDE，XIAOVDASHUJUYINQINGKEGAOSUDEDUIHAILIANGSHUJUJINXINGTONGJIFENXI，SHUJUSOUXUNMIAOJIXIANGYING，SHISHIMOXINGDUIBI、YUCEYUJING、DINGSHILIXIANFENXI、SHUJUQINGXIYUZHONGSUDENGGONGNENG，NENGGOUSHIXIANSHUJUDEJIAZHIZHUANHUAN。

5）、SHIYONGLINGHUO，XIAOVDASHUJUYINQINGTIGONGTONGYIFANGBIANDESDK，FANGBIANYUJICHUDAODUOGEXITONGZHONG。KEGENJUYONGHUYUWULIANWANGXITONGJINGYINGZHEDEXUQIU，GENJUSUOCAIJIDESHUJU，ZUOLIXIANFENXI、JIQIXUEXI，DUIZHENGGEWULIANWANGIoTJINXINGBUDUANDIYOUHUA，JICHUGEZHONGYOUHUAJIANYI，NENGGOUJIANGDIZHENGGEXITONGDESHIYONGCHENGBEN，ZHENZHENGZUODAOGAOXIAO、JIENENG、ANQUAN、SHENGXIN、SHENGQIAN。

四 、八大应用，助力城市更加智慧

1. 城市公共安全

随着智能电话白小姐三肖选一肖和电脑网络的普及，犯罪嫌疑人活动会产生大量在线信息，通过对收集到的海量的、模糊的、不完整的案件信息中的涉案人员信息、涉案物品信息、旅馆业信息、航班信息、车辆信息等，进行分析、挖掘，发现案件属性与犯罪人员属性的关联规则，进而找到犯罪的规律、特点，对预防、打击犯罪，保障城市公共安全具有重要的理论意义和现实意义

2. 智慧交通

白小姐三肖选一肖TONGGUOZAIDAOLUSHANGYUMAIHUOYUSHEWULIANWANGCHUANGANQI，SHISHISHOUJICHELIULIANG、KELIULIANGXINXI，JIEHEGEZHONGDAOLUJIANKONGSHESHIJIJIAOJINGZHIHUIKONGZHIXITONGSHUJU，SHIBIEDAOLUTONGXINGDENENGLIBINGKEYONGZUOWEILAICHELIULIANGDEYUCEYIJU，BACHOUYANGDESHUJUJINXINGLEIBIFENXIDECHUYINZANGZAISHUJUZHONGDEFAZHANQUSHI，YUCEDAOLUCHELIANGLIULIANGDEFAZHAN，BINGGENJUYUCEDEJIELUNLAIGUANLIJIAOTONG。TONGSHIKELIYONGDASHUJUWAJUEJISHUYANJIUGEZHONGYUJIAOTONGCUNZAIQIANZAIGUANXIDEDUIXIANGDESHUJU，LAISHIBIEZHEIXIEYINGXIANGDAOLUYUNYINGDEYINSU，YANSUANCECHUGEGEYINSUDEYINGXIANGDU，ZUIZHONGDEMUDESHILIYONGZHEIXIEWAJUECHULAIDEGAOJIAZHIXINXI，JINGQUEDIZHIDAOJIAOTONG，WEICHENGSHIFUWU。

3. 智慧城管

白小姐三肖选一肖TONGGUOWAJUECHENGSHIGUANLIBUJIANSHUJU(SHEJIGONGYONGSHESHILEI、DAOLUJIAOTONGLEI、SHIRONGHUANJINGLEI、YUANLINLVHUALEI、FANGWUTUDILEI、QITASHESHIDENG)、CHENGSHIGUANLISHIJIANSHUJU(SHEJISHIRONGHUANJINGLEI、XUANCHUANGUANGGAOLEI、SHIGONGGUANLILEI、TUFASHIJIANLEI、JIEMIANZHIXULEIYIJIKUOZHANSHIJIANLEIDENG)、LISHIYEWUSHUJU(LISHIANJUANSHUJU、LISHITONGJISHUJU、LISHIKAOPINGSHUJUDENG)、ZHUANYEGUANLISHUJU(SHEJIHUWAIGUANGGAOSHUJU、MENQIANSANBAOSHUJU、ZHIFACHELIANGSHUJU、GONGDIGUANLISHUJU、QIYEFARENSHUJU、SHIPINTANTOUSHUJU、SHIZHENGGONGYONGSHIYESHUJU、FENGXIANYUANSHUJUDENG)GEZHONGLEIXINGDEZONGHESHUJU，JIANGXINXIYUKONGJIANDILIZUOBIAOJINXINGGUANLIAN，JISHIFAXIANBINGYOUXIAOCHULICHENGSHIGUANLIZHONGDEGEZHONGWENTI，WEIZHIHUICHENGGUANDESHENCENGCIYINGYONGTIGONGLEBIYAOQIANTI。

4. 应急指挥

白小姐三肖选一肖TONGGUOSHISHICAIJIBINGJICHENGHAILIANG、DUOYUAN、YIGOUYINGJISHUJU，DUIXIANSHANGDUOYUANYINGJIXINXIJINXINGCHOUQU、GUOLV、BIAOZHUNHUA、CHUCUN、ZHINENGFENXIYUTAISHIYANPAN；JIYUWANGLUOJISHUJINXINGZHINENGHUAYINGJIGANZHI、YICHANGTANCE、YUJINGHEYINGJIZIYUANSHISHIDINGWEI，ZHINENGFAJUEYINGJIXUQIU，WEIQINGJINGHAIYUANHEYINGJIXUQIUJUECETIGONGJIANSHIDESHUJUJICHU。

5. 电子政务

ZAIDIANZIZHENGWUFANGMIAN，ZHENGFUBUMENDEZHENGWUGONGKAI、ZHENGFUSHANGWANGGONGCHENGDESHISHI，MINZHONGDUIZHENGFUXINGWEIJIANDUDEYAOQIU，SHILINGDAODUIQUANSHICHENGSHIFAZHAN、JINGJIFAZHAN、RENKOUFENBU、JIAOTONGZHUANGKUANGDENGQINGKUANGDELEJIE，DOUXUYAOZAISHIZHENGFUGEBUMENDESHUJUKUZHONGWAJUECHUYOUYONG、QIANZAIDEZHISHI，ZHICHILINGDAODEJUECEHEMANZUQUNZHONGDEYAOQIU。

6. 智慧环保

JIEZHUDASHUJUCAIJIJISHU，KEYIJIANGSHOUJIDAODALIANGGUANYUGEXIANGHUANJINGZHILIANGZHIBIAO（PM2.5、SHUIZHI、ZAOYINDENGDENG）DEXINXI，TONGGUOCHUANSHUDAOZHONGXINSHUJUKUJINXINGSHUJUFENXI，ZHIJIEZHIDAOXIAYIBUHUANJINGZHILIFANGANDEZHIDING，BINGSHISHIJIANCEHUANJINGZHILIXIAOGUO，DONGTAIGENGXINZHILIFANGAN。

7. 智慧能源

TONGGUOWULIANWANGXITONGDUICHENGSHISHUI、DIAN、QI、NUANDENGZIYUANJINXINGSHUJUCAIJI，LIYONGDASHUJUWAJUEJISHUFAXIANZHIJIANGUANLIAN，LIRUTONGGUOSHIDUANDIAOPEINENGYUANGONGJIHUOZAIDIANLIFENGZHIBUTONGDEJIANZHUWUZHIJIANJINXINGDIANLIRONGTONG，TIGAONENGYUANSHIYONGXIAOLVYIDADAOJIENENGJIANPAIZHIMUDE。

8. 智慧医疗

白小姐三肖选一肖YIDASHUJUWEIJICHUDEXINDEYIXUESHIDAI，JIANGDUIXUNZHENGYIXUE、GUANZHUBINGZHENGDECHUANTONGYIXUECHANSHENGQIANGLIECHONGJISHENZHIDIANFU。YOUYUXINJISHUDEZHICHI，DUIGETIDEYIXUESHUJUDEDALIANGHUOQU，SHIDEYILIAOFUWUGENGJIAGUANZHUGETI，ZHILIAO、JIANCHA、JIANKANGGUANLIHUIGENGYOUZHENDUIXING，YILIAOFUWUMOSHIHEZHILIANGJIANGCHANSHENGFEIYUE。