国匠城工作台

当前：新闻编辑 | 格式化工具 | 查看本文

/h1

/h2

strong

/strong

<br />

<section style="background-color: rgb(255, 255, 255);font-size: 15px;line-height: 2;box-sizing: border-box;"><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section class="" style="text-align: center;margin-top: 10px;margin-bottom: 10px;box-sizing: border-box;"><section class="" style="max-width: 100%;vertical-align: middle;display: inline-block;overflow: hidden !important;box-sizing: border-box;"><img src="http://read.html5.qq.com/image?src=forum&q=5&r=0&imgflag=7&imageUrl=http://mmbiz.qpic.cn/mmbiz_jpg/raykBSCslW4xufFJW4Zrqku8FwbaE9riaMeFD7RBLSYlbibROFLykd16iafaseabOHoL3WQ3OXvBZlYqlGWGnkSiag/0?wx_fmt=jpeg" style="max-width:100%;" /></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section class="" style="margin-top: 0.5em;margin-bottom: 0.5em;box-sizing: border-box;"><section class="" style="background-color: rgb(160, 160, 160);height: 1px;box-sizing: border-box;"></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section class="" style="margin: 15px 0%;transform: translate3d(0px, 0px, 0px);-webkit-transform: translate3d(0px, 0px, 0px);-moz-transform: translate3d(0px, 0px, 0px);-o-transform: translate3d(0px, 0px, 0px);box-sizing: border-box;"><section class="" style="display: inline-block;vertical-align: top;width: 15%;padding-right: 1px;padding-left: 1px;box-sizing: border-box;"><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section class="" style="text-align: center;margin: 10px 0%;box-sizing: border-box;"><section class="" style="display: inline-block;box-sizing: border-box;"><section class="" style="border-width: 1px;border-style: solid;border-color: rgb(160, 160, 160);padding: 3px 5px;line-height: 1.6;color: rgb(160, 160, 160);font-size: 17px;box-sizing: border-box;"><p style="box-sizing: border-box;">导</p><p style="box-sizing: border-box;">读</p></section></section></section></section></section><section class="" style="display: inline-block;vertical-align: top;width: 85%;box-sizing: border-box;"><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section class="" style="transform: translate3d(0px, 0px, 0px);-webkit-transform: translate3d(0px, 0px, 0px);-moz-transform: translate3d(0px, 0px, 0px);-o-transform: translate3d(0px, 0px, 0px);box-sizing: border-box;"><section class="" style="text-align: justify;color: rgb(97, 182, 204);box-sizing: border-box;"><p style="white-space: normal;box-sizing: border-box;">2017年11月18日至20日，“2017中国城市规划年会”在广东东莞召开。由清华同衡、广东省城乡规划设计研究院、能源基金会联合承办的“区域视角下的大数据重塑城市发展”学术对话，是我院连续第四次在规划年会承办的大数据专场，本次论坛聚焦在大数据在区域发展、绿色发展中的应用。</p></section></section></section></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section class="" style="margin-top: 0.5em;margin-bottom: 0.5em;box-sizing: border-box;"><section class="" style="background-color: rgb(160, 160, 160);height: 1px;box-sizing: border-box;"></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section class="" style="box-sizing: border-box;"><section class="" style="box-sizing: border-box;"><p style="box-sizing: border-box;"><br style="box-sizing: border-box;"  /></p></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section class="" style="box-sizing: border-box;"><section class="" style="text-align: justify;box-sizing: border-box;"><p style="white-space: normal;box-sizing: border-box;">本论坛由<strong style="box-sizing: border-box;"><span style="color: rgb(7, 99, 151);box-sizing: border-box;">北京清华同衡规划设计研究院总规划师、技术创新中心主任林文棋</span></strong>主持。林文棋首先做开场致辞，指出在新时期，城市群和区域的发展成为我国城市变革的重要内容。在这样的形势下，<span style="color: rgb(255, 76, 0);box-sizing: border-box;">大数据如何重塑区域视角下的城市发展是一个关键的议题</span>。</p><p style="white-space: normal;box-sizing: border-box;"><br style="box-sizing: border-box;"  /></p><p style="white-space: normal;box-sizing: border-box;">随后各位嘉宾分别作主题演讲。</p><p style="white-space: normal;box-sizing: border-box;"><br style="box-sizing: border-box;"  /></p></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section class="" style="margin-right: 0%;margin-left: 0%;box-sizing: border-box;"><section class="" style="display: inline-block;vertical-align: middle;width: 80%;box-sizing: border-box;"><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section class="" style="margin-top: 10px;margin-bottom: 10px;text-align: center;box-sizing: border-box;"><section class="" style="display: inline-block;box-sizing: border-box;"><section style="max-width: 100%;font-size: 0px;padding-bottom: 3px;box-sizing: border-box;"><section style="display: inline-block;vertical-align: middle;box-sizing: border-box;"><section style="width: 5px;height: 1px;background-color: rgb(217, 217, 217);box-sizing: border-box;"></section><section style="width: 1px;height: 5px;margin-top: -3px;margin-right: auto;margin-left: auto;background-color: rgb(217, 217, 217);box-sizing: border-box;"></section></section><section style="margin-top: -1px;margin-right: -5px;margin-left: -5px;width: 100%;display: inline-block;vertical-align: middle;padding-right: 8px;padding-left: 8px;box-sizing: border-box;"><section style="width: 100%;height: 1px;background-color: rgb(217, 217, 217);box-sizing: border-box;"></section></section><section style="display: inline-block;vertical-align: middle;box-sizing: border-box;"><section style="width: 5px;height: 1px;background-color: rgb(217, 217, 217);box-sizing: border-box;"></section><section style="width: 1px;height: 5px;margin-top: -3px;margin-right: auto;margin-left: auto;background-color: rgb(217, 217, 217);box-sizing: border-box;"></section></section></section><section class="" style="padding-left: 15px;padding-right: 15px;color: rgb(161, 161, 161);text-align: justify;font-size: 22px;box-sizing: border-box;"><p style="white-space: normal;box-sizing: border-box;"><strong style="box-sizing: border-box;">主题演讲</strong></p></section><section style="max-width: 100%;font-size: 0px;box-sizing: border-box;"><section style="display: inline-block;vertical-align: middle;box-sizing: border-box;"><section style="width: 5px;height: 1px;background-color: rgb(217, 217, 217);box-sizing: border-box;"></section><section style="width: 1px;height: 5px;margin-top: -3px;margin-right: auto;margin-left: auto;background-color: rgb(217, 217, 217);box-sizing: border-box;"></section></section><section style="margin-top: -1px;margin-right: -5px;margin-left: -5px;width: 100%;display: inline-block;vertical-align: middle;padding-right: 8px;padding-left: 8px;box-sizing: border-box;"><section style="width: 100%;height: 1px;background-color: rgb(217, 217, 217);box-sizing: border-box;"></section></section><section style="display: inline-block;vertical-align: middle;box-sizing: border-box;"><section style="width: 5px;height: 1px;background-color: rgb(217, 217, 217);box-sizing: border-box;"></section><section style="width: 1px;height: 5px;margin-top: -3px;margin-right: auto;margin-left: auto;background-color: rgb(217, 217, 217);box-sizing: border-box;"></section></section></section></section></section></section></section><section class="" style="display: inline-block;vertical-align: middle;width: 20%;box-sizing: border-box;"><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section class="" style="text-align: center;margin: -10px 0% 10px;box-sizing: border-box;"><section class="" style="max-width: 100%;vertical-align: middle;display: inline-block;width: 100%;overflow: hidden !important;box-sizing: border-box;"><img src="http://read.html5.qq.com/image?src=forum&q=5&r=0&imgflag=7&imageUrl=http://mmbiz.qpic.cn/mmbiz_gif/raykBSCslW4xufFJW4Zrqku8FwbaE9riaJ40bNSP0vic5vLq2ZSd9YoaFF3ZnYq2WgeDVWIYaGHha3rFsY7krwbA/0?wx_fmt=gif" style="max-width:100%;" /></section></section></section></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section class="" style="box-sizing: border-box;"><section class="" style="box-sizing: border-box;"><p style="box-sizing: border-box;"><br style="box-sizing: border-box;"  /></p></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section class="" style="margin-right: 0%;margin-left: 0%;box-sizing: border-box;"><section class="" style="display: inline-block;width: 100%;vertical-align: top;box-sizing: border-box;"><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section class="" style="margin-top: 10px;margin-bottom: 10px;box-sizing: border-box;"><section class="" style="display: inline-block;vertical-align: top;margin-bottom: -10px;box-sizing: border-box;"><section class="" style="border-bottom: 2px solid rgb(97, 182, 204);background-color: rgb(254, 255, 255);padding-right: 5px;padding-left: 5px;box-sizing: border-box;"><p style="box-sizing: border-box;"><strong style="box-sizing: border-box;">区域联合 智能支撑——大数据与城市群创新发展</strong></p></section><section style="display: inline-block;vertical-align: top;margin-top: -2px;text-align: center;box-sizing: border-box;"><section style="width: 0px;border-top: 8px solid rgb(97, 182, 204);border-right: 8px solid rgb(97, 182, 204);border-left: 8px solid transparent !important;border-bottom: 8px solid transparent !important;box-sizing: border-box;"></section><section style="width: 0px;border-top: 6px solid rgb(255, 255, 255);margin-top: -16px;margin-left: 4px;border-right: 5px solid rgb(255, 255, 255);border-left: 5px solid transparent !important;border-bottom: 6px solid transparent !important;box-sizing: border-box;"></section></section></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section class="" style="margin-right: 0%;margin-left: 0%;box-sizing: border-box;"><section class="" style="display: inline-block;vertical-align: top;box-sizing: border-box;"><section style="width: 0px;margin-bottom: -10px;transform: rotate(0deg);-webkit-transform: rotate(0deg);-moz-transform: rotate(0deg);-o-transform: rotate(0deg);border-top: 5px solid rgb(255, 255, 255);border-left: 5px solid rgb(255, 255, 255);border-right: 5px solid transparent !important;border-bottom: 5px solid transparent !important;box-sizing: border-box;"></section><section class="" style="background-color: rgb(255, 142, 0);padding: 3px 10px;text-align: justify;color: rgb(62, 62, 62);line-height: 1.4;box-sizing: border-box;"><p style="white-space: normal;box-sizing: border-box;"><strong style="box-sizing: border-box;">李栋 北京清华同衡规划设计研究院技术创新中心副主任</strong></p></section><section style="width: 0px;margin-top: -10px;margin-left: auto;transform: rotate(0deg);-webkit-transform: rotate(0deg);-moz-transform: rotate(0deg);-o-transform: rotate(0deg);border-right: 5px solid rgb(255, 255, 255);border-bottom: 5px solid rgb(255, 255, 255);border-top: 5px solid transparent !important;border-left: 5px solid transparent !important;box-sizing: border-box;"></section></section></section></section></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section class="" style="margin-top: 20px;margin-right: 0%;margin-left: 0%;box-sizing: border-box;"><section class="" style="text-align: justify;box-sizing: border-box;"><p style="white-space: normal;box-sizing: border-box;">李栋沿着城市到城市群的规划实践脉络，和从网格到网络的大数据研究的技术脉络，阐述了大数据创新视角下的城市群研究特点。李栋指出，<span style="color: rgb(255, 76, 0);box-sizing: border-box;">区域联合是我国创新驱动发展战略的重要平台，而大数据分析技术的升级带来的智慧支撑</span>，可精准把握包含城市群在内的区域发展现状和深层发展规律，支撑传统城市规划想更大空间尺度的城乡规划和空间治理拓展。</p><p style="white-space: normal;box-sizing: border-box;"> </p><p style="white-space: normal;box-sizing: border-box;">李栋通过具体的应用案例，详尽论述了从网格到网络的大数据升级研究方式，主要包括四个重要的研究阶段。</p></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section class="" style="margin-top: 20px;margin-right: 0%;margin-left: 0%;transform: translate3d(5px, 0px, 0px);box-sizing: border-box;"><section class="" style="text-align: justify;font-size: 14px;color: rgb(1, 1, 1);line-height: 1.8;padding-right: 10px;padding-left: 10px;box-sizing: border-box;"><p style="white-space: normal;box-sizing: border-box;"><span style="font-size: 18px;color: rgb(255, 129, 36);box-sizing: border-box;">?</span><span style="color: rgb(142, 201, 101);font-size: 16px;box-sizing: border-box;"> </span><span style="line-height: 2;font-size: 15px;color: rgb(255, 76, 0);box-sizing: border-box;">传统区域分析阶段</span><span style="line-height: 2;font-size: 15px;color: rgb(70, 127, 156);box-sizing: border-box;">，该阶段是理想化的静态研究，多应用于传统的城镇体系规划。</span><br style="box-sizing: border-box;"  /></p><p style="white-space: normal;box-sizing: border-box;"><span style="font-size: 18px;color: rgb(255, 129, 36);box-sizing: border-box;">?</span><span style="color: rgb(142, 201, 101);font-size: 16px;box-sizing: border-box;"> </span><span style="line-height: 2;font-size: 15px;color: rgb(255, 76, 0);box-sizing: border-box;">网格分析阶段</span><span style="line-height: 2;color: rgb(70, 127, 156);font-size: 15px;box-sizing: border-box;">，多源数据融合的城乡空间格局研究方法，具体应用有都市圈发展水平网格评价，城市群可达性分析等。</span></p><p style="white-space: normal;box-sizing: border-box;"><span style="line-height: 2;font-size: 18px;color: rgb(255, 129, 36);box-sizing: border-box;">? </span><span style="line-height: 2;font-size: 15px;color: rgb(255, 76, 0);box-sizing: border-box;">基于空间网络的网络分析</span><span style="line-height: 2;color: rgb(70, 127, 156);font-size: 15px;box-sizing: border-box;">，利用真实流理解城市与区域的复杂性，具体应用有全国各城市间投资联系，都市圈人口通勤联系等。</span></p><p style="white-space: normal;box-sizing: border-box;"><span style="line-height: 2;color: rgb(255, 129, 36);font-size: 18px;box-sizing: border-box;">?</span><span style="line-height: 2;color: rgb(70, 127, 156);font-size: 15px;box-sizing: border-box;"> <span style="line-height: 2;color: rgb(255, 76, 0);box-sizing: border-box;">基于非空间网络的网络分析</span>，探寻抽象网络拓扑中隐藏的规律，具体应用有产业复杂网格与产业转型路径等。</span></p></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section class="" style="box-sizing: border-box;"><section class="" style="text-align: justify;box-sizing: border-box;"><p style="white-space: normal;box-sizing: border-box;"><br style="box-sizing: border-box;"  /></p><p style="white-space: normal;box-sizing: border-box;">最后，李栋指出，<strong style="box-sizing: border-box;">大数据分析技术的发展，必定可以帮助我们精准把握城市群发展，促进城市群科学发展、精细发展、智能发展和创新发展</strong>。</p><p style="white-space: normal;box-sizing: border-box;"><br style="box-sizing: border-box;"  /></p></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section class="" style="margin-right: 0%;margin-left: 0%;box-sizing: border-box;"><section class="" style="display: inline-block;width: 100%;vertical-align: top;box-sizing: border-box;"><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section class="" style="margin-top: 10px;margin-bottom: 10px;box-sizing: border-box;"><section class="" style="display: inline-block;vertical-align: top;margin-bottom: -10px;box-sizing: border-box;"><section class="" style="border-bottom: 2px solid rgb(97, 182, 204);background-color: rgb(254, 255, 255);padding-right: 5px;padding-left: 5px;color: rgb(97, 182, 204);box-sizing: border-box;"><p style="box-sizing: border-box;"><strong style="box-sizing: border-box;">粤港澳湾区发展城市特征图谱</strong></p></section><section style="display: inline-block;vertical-align: top;margin-top: -2px;text-align: center;box-sizing: border-box;"><section style="width: 0px;border-top: 8px solid rgb(97, 182, 204);border-right: 8px solid rgb(97, 182, 204);border-left: 8px solid transparent !important;border-bottom: 8px solid transparent !important;box-sizing: border-box;"></section><section style="width: 0px;border-top: 6px solid rgb(255, 255, 255);margin-top: -16px;margin-left: 4px;border-right: 5px solid rgb(255, 255, 255);border-left: 5px solid transparent !important;border-bottom: 6px solid transparent !important;box-sizing: border-box;"></section></section></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section class="" style="margin-right: 0%;margin-left: 0%;box-sizing: border-box;"><section class="" style="display: inline-block;vertical-align: top;box-sizing: border-box;"><section style="width: 0px;margin-bottom: -10px;transform: rotate(0deg);-webkit-transform: rotate(0deg);-moz-transform: rotate(0deg);-o-transform: rotate(0deg);border-top: 5px solid rgb(255, 255, 255);border-left: 5px solid rgb(255, 255, 255);border-right: 5px solid transparent !important;border-bottom: 5px solid transparent !important;box-sizing: border-box;"></section><section class="" style="background-color: rgb(255, 142, 0);padding: 3px 10px;text-align: justify;color: rgb(62, 62, 62);line-height: 1.4;box-sizing: border-box;"><p style="white-space: normal;box-sizing: border-box;"><strong style="box-sizing: border-box;">黄鼎曦 广东省住房和城乡建设厅政策研究中心首席研究员、广东省城乡规划设计研究院大数据中心负责人</strong></p></section><section style="width: 0px;margin-top: -10px;margin-left: auto;transform: rotate(0deg);-webkit-transform: rotate(0deg);-moz-transform: rotate(0deg);-o-transform: rotate(0deg);border-right: 5px solid rgb(255, 255, 255);border-bottom: 5px solid rgb(255, 255, 255);border-top: 5px solid transparent !important;border-left: 5px solid transparent !important;box-sizing: border-box;"></section></section></section></section></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section class="" style="margin-top: 20px;margin-right: 0%;margin-left: 0%;box-sizing: border-box;"><section class="" style="text-align: justify;box-sizing: border-box;"><p style="white-space: normal;box-sizing: border-box;">黄鼎曦研究员的研究<span style="color: rgb(255, 76, 0);box-sizing: border-box;">以粤港澳湾区发展的国家战略为背景，采用时间序列的城市光谱数据，通过不同阶段特征的比较，反映了城市群动态规律</span>。研究发现，20年来湾区的总体发展分别经历了跃升和爬坡阶段。研究进而使用包括POI、职住等维度的多源图谱叠加，融合深度学习技术，对城市空间及功能特征进行了非监督聚类分析。黄鼎曦研究员总结道，<strong style="box-sizing: border-box;">在未来的城市研究中，应该更加注重时间序列积累，加强知识迁徙体系的构建，强调在区域尺度的大数据治理，合理规划数据资源，加强实体空间与数据空间的有效治理</strong>。</p><p style="white-space: normal;box-sizing: border-box;"><br style="box-sizing: border-box;"  /></p></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section class="" style="margin-right: 0%;margin-left: 0%;box-sizing: border-box;"><section class="" style="display: inline-block;width: 100%;vertical-align: top;box-sizing: border-box;"><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section class="" style="margin-top: 10px;margin-bottom: 10px;box-sizing: border-box;"><section class="" style="display: inline-block;vertical-align: top;margin-bottom: -10px;box-sizing: border-box;"><section class="" style="border-bottom: 2px solid rgb(97, 182, 204);background-color: rgb(254, 255, 255);padding-right: 5px;padding-left: 5px;color: rgb(97, 182, 204);box-sizing: border-box;"><p style="box-sizing: border-box;"><strong style="box-sizing: border-box;">利用大数据推进城市绿色低碳发展</strong></p></section><section style="display: inline-block;vertical-align: top;margin-top: -2px;text-align: center;box-sizing: border-box;"><section style="width: 0px;border-top: 8px solid rgb(97, 182, 204);border-right: 8px solid rgb(97, 182, 204);border-left: 8px solid transparent !important;border-bottom: 8px solid transparent !important;box-sizing: border-box;"></section><section style="width: 0px;border-top: 6px solid rgb(255, 255, 255);margin-top: -16px;margin-left: 4px;border-right: 5px solid rgb(255, 255, 255);border-left: 5px solid transparent !important;border-bottom: 6px solid transparent !important;box-sizing: border-box;"></section></section></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section class="" style="margin-right: 0%;margin-left: 0%;box-sizing: border-box;"><section class="" style="display: inline-block;vertical-align: top;box-sizing: border-box;"><section style="width: 0px;margin-bottom: -10px;transform: rotate(0deg);-webkit-transform: rotate(0deg);-moz-transform: rotate(0deg);-o-transform: rotate(0deg);border-top: 5px solid rgb(255, 255, 255);border-left: 5px solid rgb(255, 255, 255);border-right: 5px solid transparent !important;border-bottom: 5px solid transparent !important;box-sizing: border-box;"></section><section class="" style="background-color: rgb(255, 142, 0);padding: 3px 10px;text-align: justify;color: rgb(62, 62, 62);line-height: 1.4;box-sizing: border-box;"><p style="white-space: normal;box-sizing: border-box;"><strong style="box-sizing: border-box;">姜洋 宇恒可持续交通研究中心规划总监</strong></p></section><section style="width: 0px;margin-top: -10px;margin-left: auto;transform: rotate(0deg);-webkit-transform: rotate(0deg);-moz-transform: rotate(0deg);-o-transform: rotate(0deg);border-right: 5px solid rgb(255, 255, 255);border-bottom: 5px solid rgb(255, 255, 255);border-top: 5px solid transparent !important;border-left: 5px solid transparent !important;box-sizing: border-box;"></section></section></section></section></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section class="" style="margin-top: 20px;margin-right: 0%;margin-left: 0%;box-sizing: border-box;"><section class="" style="text-align: justify;box-sizing: border-box;"><p style="white-space: normal;box-sizing: border-box;">在发言中，姜洋首先介绍了“翡翠城市：面向中国智慧绿色发展的规划指南”，提出了<span style="color: rgb(255, 76, 0);box-sizing: border-box;">未来一个好城市在宏观，中观，建筑，交通等多个维度应有的原则</span>。其次，围绕这些城市原则，姜洋介绍了宇恒可持续交通研究中心近年来借助大数据进行的TOD、街道指数、城市群碳排放等分析模块的研究，及其对决策支持及方案评估中的应用。</p><p style="white-space: normal;box-sizing: border-box;"> </p><p style="white-space: normal;box-sizing: border-box;">最后，姜阳认为<span style="color: rgb(255, 76, 0);box-sizing: border-box;">城市尺度的研究同区域间的研究存在关联，强调其在方法和数据领域存在相通性</span>，但目前大数据的研究还是要有价值目标导向，从具体的问题为出发点，这样才能真正的使区域充满智慧。</p><p style="white-space: normal;box-sizing: border-box;"><br style="box-sizing: border-box;"  /></p></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section class="" style="margin-right: 0%;margin-left: 0%;box-sizing: border-box;"><section class="" style="display: inline-block;width: 100%;vertical-align: top;box-sizing: border-box;"><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section class="" style="margin-top: 10px;margin-bottom: 10px;box-sizing: border-box;"><section class="" style="display: inline-block;vertical-align: top;margin-bottom: -10px;box-sizing: border-box;"><section class="" style="border-bottom: 2px solid rgb(97, 182, 204);background-color: rgb(254, 255, 255);padding-right: 5px;padding-left: 5px;color: rgb(97, 182, 204);box-sizing: border-box;"><p style="box-sizing: border-box;"><strong style="box-sizing: border-box;">珠三角城市网络的多维数据探索</strong></p></section><section style="display: inline-block;vertical-align: top;margin-top: -2px;text-align: center;box-sizing: border-box;"><section style="width: 0px;border-top: 8px solid rgb(97, 182, 204);border-right: 8px solid rgb(97, 182, 204);border-left: 8px solid transparent !important;border-bottom: 8px solid transparent !important;box-sizing: border-box;"></section><section style="width: 0px;border-top: 6px solid rgb(255, 255, 255);margin-top: -16px;margin-left: 4px;border-right: 5px solid rgb(255, 255, 255);border-left: 5px solid transparent !important;border-bottom: 6px solid transparent !important;box-sizing: border-box;"></section></section></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section class="" style="margin-right: 0%;margin-left: 0%;box-sizing: border-box;"><section class="" style="display: inline-block;vertical-align: top;box-sizing: border-box;"><section style="width: 0px;margin-bottom: -10px;transform: rotate(0deg);-webkit-transform: rotate(0deg);-moz-transform: rotate(0deg);-o-transform: rotate(0deg);border-top: 5px solid rgb(255, 255, 255);border-left: 5px solid rgb(255, 255, 255);border-right: 5px solid transparent !important;border-bottom: 5px solid transparent !important;box-sizing: border-box;"></section><section class="" style="background-color: rgb(255, 142, 0);padding: 3px 10px;text-align: justify;color: rgb(62, 62, 62);line-height: 1.4;box-sizing: border-box;"><p style="white-space: normal;box-sizing: border-box;"><strong style="box-sizing: border-box;">赵渺希 华南理工大学教授，由研究生梁雯敏代为宣讲</strong></p></section><section style="width: 0px;margin-top: -10px;margin-left: auto;transform: rotate(0deg);-webkit-transform: rotate(0deg);-moz-transform: rotate(0deg);-o-transform: rotate(0deg);border-right: 5px solid rgb(255, 255, 255);border-bottom: 5px solid rgb(255, 255, 255);border-top: 5px solid transparent !important;border-left: 5px solid transparent !important;box-sizing: border-box;"></section></section></section></section></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section class="" style="margin-top: 20px;margin-right: 0%;margin-left: 0%;box-sizing: border-box;"><section class="" style="text-align: justify;box-sizing: border-box;"><p style="white-space: normal;box-sizing: border-box;">该研究利用豆瓣活动数据对珠三角洲地区城市休闲活动网络的互动进行了研究。研究<span style="color: rgb(255, 76, 0);box-sizing: border-box;">选取珠三角9个城市豆瓣同城的城市活动数据，来衡量区域的休闲活动联系</span>。通过建立相对性、自融性两个指标衡量城市活动的流入流出及本地参与活动情况。研究发现，<span style="color: rgb(255, 76, 0);box-sizing: border-box;">区域间整体上呈现了一个广州和深圳为核心，东莞、佛山、珠海等为次级核心的多中心网络</span>。大量的活动在广深两地，其中观赏性活动集聚最为明显。另一方面，<span style="color: rgb(255, 76, 0);box-sizing: border-box;">广深也能较好满足自身本地居民的活动需求，而其他二级城市则表现出较低水平</span>，这意味着中小城市的人们总是在他们的生活城市外参与观赏活动。</p><p style="white-space: normal;box-sizing: border-box;"><br style="box-sizing: border-box;"  /></p></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section class="" style="margin-right: 0%;margin-left: 0%;box-sizing: border-box;"><section class="" style="display: inline-block;width: 100%;vertical-align: top;box-sizing: border-box;"><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section class="" style="margin-top: 10px;margin-bottom: 10px;box-sizing: border-box;"><section class="" style="display: inline-block;vertical-align: top;margin-bottom: -10px;box-sizing: border-box;"><section class="" style="border-bottom: 2px solid rgb(97, 182, 204);background-color: rgb(254, 255, 255);padding-right: 5px;padding-left: 5px;color: rgb(97, 182, 204);box-sizing: border-box;"><p style="box-sizing: border-box;"><strong style="box-sizing: border-box;">流空间下城市群结构分析</strong></p></section><section style="display: inline-block;vertical-align: top;margin-top: -2px;text-align: center;box-sizing: border-box;"><section style="width: 0px;border-top: 8px solid rgb(97, 182, 204);border-right: 8px solid rgb(97, 182, 204);border-left: 8px solid transparent !important;border-bottom: 8px solid transparent !important;box-sizing: border-box;"></section><section style="width: 0px;border-top: 6px solid rgb(255, 255, 255);margin-top: -16px;margin-left: 4px;border-right: 5px solid rgb(255, 255, 255);border-left: 5px solid transparent !important;border-bottom: 6px solid transparent !important;box-sizing: border-box;"></section></section></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section class="" style="margin-right: 0%;margin-left: 0%;box-sizing: border-box;"><section class="" style="display: inline-block;vertical-align: top;box-sizing: border-box;"><section style="width: 0px;margin-bottom: -10px;transform: rotate(0deg);-webkit-transform: rotate(0deg);-moz-transform: rotate(0deg);-o-transform: rotate(0deg);border-top: 5px solid rgb(255, 255, 255);border-left: 5px solid rgb(255, 255, 255);border-right: 5px solid transparent !important;border-bottom: 5px solid transparent !important;box-sizing: border-box;"></section><section class="" style="background-color: rgb(255, 142, 0);padding: 3px 10px;text-align: justify;color: rgb(62, 62, 62);line-height: 1.4;box-sizing: border-box;"><p style="white-space: normal;box-sizing: border-box;"><strong style="box-sizing: border-box;">乐阳 深圳大学教授</strong></p></section><section style="width: 0px;margin-top: -10px;margin-left: auto;transform: rotate(0deg);-webkit-transform: rotate(0deg);-moz-transform: rotate(0deg);-o-transform: rotate(0deg);border-right: 5px solid rgb(255, 255, 255);border-bottom: 5px solid rgb(255, 255, 255);border-top: 5px solid transparent !important;border-left: 5px solid transparent !important;box-sizing: border-box;"></section></section></section></section></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section class="" style="margin-top: 20px;margin-right: 0%;margin-left: 0%;box-sizing: border-box;"><section class="" style="text-align: justify;box-sizing: border-box;"><p style="white-space: normal;box-sizing: border-box;">乐阳教授主要介绍了<span style="color: rgb(255, 76, 0);box-sizing: border-box;">如何利用不同的流空间分析指标度量方法识别广东省城市群结构的研究</span>。研究首先利用2017年元宵节后一个月内广东省各地级市间的手机漫游数据构建流空间，分析<span style="color: rgb(255, 76, 0);box-sizing: border-box;">城市群流空间网络中各中心城市的流入量、流出量、城市间外出量、到访量等基本特征</span>。</p><p style="white-space: normal;box-sizing: border-box;"> </p><p style="white-space: normal;box-sizing: border-box;">随后乐阳教授详细介绍了流空间分析中的两个关键指标：<span style="color: rgb(255, 76, 0);box-sizing: border-box;">关键节点和社区发现</span>。其中关键节点指标主要利用Weighted centrality index、S-core decomposition、Eigenvector centrality、Information index centrality、Authority & hub score五种分析方法，对广东城市群进行分析，得出了差异化的结果，也展示出城市间的不同关联特征。同时通过地理网络社区挖掘广东省城市簇群，强调了复杂网络下节点之间的地理空间特征联系。</p><p style="white-space: normal;box-sizing: border-box;"> </p><p style="white-space: normal;box-sizing: border-box;">最后乐教授提出了关于流空间分析方法应用于城市群研究的几点总结，指出应该<span style="color: rgb(255, 76, 0);box-sizing: border-box;">选择恰当的流空间网络结构的评价指标，才能得出合理的研究结果</span>，同时提出将物理网络与虚拟网络（资金、信息）构成的流空间结构相结合进行进一步研究的展望。</p><p style="white-space: normal;box-sizing: border-box;"><br style="box-sizing: border-box;"  /></p></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section class="" style="margin-right: 0%;margin-left: 0%;box-sizing: border-box;"><section class="" style="display: inline-block;width: 100%;vertical-align: top;box-sizing: border-box;"><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section class="" style="margin-top: 10px;margin-bottom: 10px;box-sizing: border-box;"><section class="" style="display: inline-block;vertical-align: top;margin-bottom: -10px;box-sizing: border-box;"><section class="" style="border-bottom: 2px solid rgb(97, 182, 204);background-color: rgb(254, 255, 255);padding-right: 5px;padding-left: 5px;color: rgb(97, 182, 204);box-sizing: border-box;"><p style="box-sizing: border-box;"><strong style="box-sizing: border-box;">基于机器学习的规划大数据分析</strong></p></section><section style="display: inline-block;vertical-align: top;margin-top: -2px;text-align: center;box-sizing: border-box;"><section style="width: 0px;border-top: 8px solid rgb(97, 182, 204);border-right: 8px solid rgb(97, 182, 204);border-left: 8px solid transparent !important;border-bottom: 8px solid transparent !important;box-sizing: border-box;"></section><section style="width: 0px;border-top: 6px solid rgb(255, 255, 255);margin-top: -16px;margin-left: 4px;border-right: 5px solid rgb(255, 255, 255);border-left: 5px solid transparent !important;border-bottom: 6px solid transparent !important;box-sizing: border-box;"></section></section></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section class="" style="margin-right: 0%;margin-left: 0%;box-sizing: border-box;"><section class="" style="display: inline-block;vertical-align: top;box-sizing: border-box;"><section style="width: 0px;margin-bottom: -10px;transform: rotate(0deg);-webkit-transform: rotate(0deg);-moz-transform: rotate(0deg);-o-transform: rotate(0deg);border-top: 5px solid rgb(255, 255, 255);border-left: 5px solid rgb(255, 255, 255);border-right: 5px solid transparent !important;border-bottom: 5px solid transparent !important;box-sizing: border-box;"></section><section class="" style="background-color: rgb(255, 142, 0);padding: 3px 10px;text-align: justify;color: rgb(62, 62, 62);line-height: 1.4;box-sizing: border-box;"><p style="white-space: normal;box-sizing: border-box;"><strong style="box-sizing: border-box;">陆佳 上海数慧系统技术有限公司副总经理</strong></p></section><section style="width: 0px;margin-top: -10px;margin-left: auto;transform: rotate(0deg);-webkit-transform: rotate(0deg);-moz-transform: rotate(0deg);-o-transform: rotate(0deg);border-right: 5px solid rgb(255, 255, 255);border-bottom: 5px solid rgb(255, 255, 255);border-top: 5px solid transparent !important;border-left: 5px solid transparent !important;box-sizing: border-box;"></section></section></section></section></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section class="" style="margin-top: 20px;margin-right: 0%;margin-left: 0%;box-sizing: border-box;"><section class="" style="text-align: justify;box-sizing: border-box;"><p style="white-space: normal;box-sizing: border-box;">陆总介绍了在健全城市规划实时监测、定期评估及动态维护机制的政策背景下，数慧系统技术有限公司如何通过技术支撑，利用大数据技术赋能规划监测实施评估。</p><p style="white-space: normal;box-sizing: border-box;"> </p><p style="white-space: normal;box-sizing: border-box;">演讲主要以重庆规划大数据平台为案例，提出由<span style="color: rgb(255, 76, 0);box-sizing: border-box;">基础支撑，实时监测、定期评估、动态维护</span>为一体的规划监测评估的总体框架，展示了集合数据采集、数据分析及数据应用的重庆规划大数据平台。同时陆总以重庆公交线路绩效评估为例，展示了大数据的应用案例，通过手机信令数据、IC刷卡数据、出租车GPS数据等多源海量数据对职住、通勤、车速、重点路段监控等方向进行分析，辅助规划决策支撑。</p><p style="white-space: normal;box-sizing: border-box;"> </p><p style="white-space: normal;box-sizing: border-box;">最后陆总提出了几点规划行业信息化的反思和总结，认为<strong style="box-sizing: border-box;">应建设以业务为导向的指标体系，同时充分注重大数据的应用，有效结合小数据、先验知识、规划专业数据，最终建立长效机制，通过IT部门和业务部门结合赋能规划监测实施评估，引领城市规划行业发展</strong>。</p><p style="white-space: normal;box-sizing: border-box;"><br style="box-sizing: border-box;"  /></p></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section class="" style="margin-right: 0%;margin-left: 0%;box-sizing: border-box;"><section class="" style="display: inline-block;vertical-align: middle;width: 80%;box-sizing: border-box;"><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section class="" style="margin-top: 10px;margin-bottom: 10px;text-align: center;box-sizing: border-box;"><section class="" style="display: inline-block;box-sizing: border-box;"><section style="max-width: 100%;font-size: 0px;padding-bottom: 3px;box-sizing: border-box;"><section style="display: inline-block;vertical-align: middle;box-sizing: border-box;"><section style="width: 5px;height: 1px;background-color: rgb(217, 217, 217);box-sizing: border-box;"></section><section style="width: 1px;height: 5px;margin-top: -3px;margin-right: auto;margin-left: auto;background-color: rgb(217, 217, 217);box-sizing: border-box;"></section></section><section style="margin-top: -1px;margin-right: -5px;margin-left: -5px;width: 100%;display: inline-block;vertical-align: middle;padding-right: 8px;padding-left: 8px;box-sizing: border-box;"><section style="width: 100%;height: 1px;background-color: rgb(217, 217, 217);box-sizing: border-box;"></section></section><section style="display: inline-block;vertical-align: middle;box-sizing: border-box;"><section style="width: 5px;height: 1px;background-color: rgb(217, 217, 217);box-sizing: border-box;"></section><section style="width: 1px;height: 5px;margin-top: -3px;margin-right: auto;margin-left: auto;background-color: rgb(217, 217, 217);box-sizing: border-box;"></section></section></section><section class="" style="padding-left: 15px;padding-right: 15px;color: rgb(161, 161, 161);text-align: justify;font-size: 22px;box-sizing: border-box;"><p style="white-space: normal;box-sizing: border-box;"><strong style="box-sizing: border-box;">圆桌对话</strong></p></section><section style="max-width: 100%;font-size: 0px;box-sizing: border-box;"><section style="display: inline-block;vertical-align: middle;box-sizing: border-box;"><section style="width: 5px;height: 1px;background-color: rgb(217, 217, 217);box-sizing: border-box;"></section><section style="width: 1px;height: 5px;margin-top: -3px;margin-right: auto;margin-left: auto;background-color: rgb(217, 217, 217);box-sizing: border-box;"></section></section><section style="margin-top: -1px;margin-right: -5px;margin-left: -5px;width: 100%;display: inline-block;vertical-align: middle;padding-right: 8px;padding-left: 8px;box-sizing: border-box;"><section style="width: 100%;height: 1px;background-color: rgb(217, 217, 217);box-sizing: border-box;"></section></section><section style="display: inline-block;vertical-align: middle;box-sizing: border-box;"><section style="width: 5px;height: 1px;background-color: rgb(217, 217, 217);box-sizing: border-box;"></section><section style="width: 1px;height: 5px;margin-top: -3px;margin-right: auto;margin-left: auto;background-color: rgb(217, 217, 217);box-sizing: border-box;"></section></section></section></section></section></section></section><section class="" style="display: inline-block;vertical-align: middle;width: 20%;box-sizing: border-box;"><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section class="" style="text-align: center;margin: -10px 0% 10px;box-sizing: border-box;"><section class="" style="max-width: 100%;vertical-align: middle;display: inline-block;width: 100%;overflow: hidden !important;box-sizing: border-box;"><img src="http://read.html5.qq.com/image?src=forum&q=5&r=0&imgflag=7&imageUrl=http://mmbiz.qpic.cn/mmbiz_gif/raykBSCslW4xufFJW4Zrqku8FwbaE9riaJ40bNSP0vic5vLq2ZSd9YoaFF3ZnYq2WgeDVWIYaGHha3rFsY7krwbA/0?wx_fmt=gif" style="max-width:100%;" /></section></section></section></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section class="" style="box-sizing: border-box;"><section class="" style="text-align: justify;box-sizing: border-box;"><p style="white-space: normal;box-sizing: border-box;">在六个嘉宾宣讲结束后，<strong style="box-sizing: border-box;"><span style="color: rgb(7, 99, 151);box-sizing: border-box;">能源基金会低碳城市项目主任王志高、深圳市规划国土房产信息中心副主任/教授级高工彭子凤、广州市城市规划勘测设计研究院副总工、规划研究中心主任王建军，以及智慧足迹高级副总裁文武</span></strong>等专家，就大数据与区域发展发表了自己的见解。</p><p style="white-space: normal;box-sizing: border-box;"> </p><p style="white-space: normal;box-sizing: border-box;">王志高主任提出<span style="color: rgb(255, 76, 0);box-sizing: border-box;">目前大数据应用在数据获取、行业建设和大数据在未来情景的预测上可进一步探索</span>。文武总裁对联通智慧足迹公司在联通手机信令数据积累、数据处理平台以及七大产品系列进行了介绍。彭子凤主任介绍了规划院信息部门参与总体规划的经历，并提出了大数据应用应该具有问题导向性，应与其他数据进行融合验证，以及数据应用应对规划的指导性、对未来具有预见性等建议。王建军主任介绍了自己在多元数据分析、建立联合团队方面的经验，指出<span style="color: rgb(255, 76, 0);box-sizing: border-box;">大数据分析在十九大“新时代”的背景下需要处理“新阶段的新矛盾”，围绕“以人为核心”的基本策略开展工作</span>。</p><p style="white-space: normal;box-sizing: border-box;"> </p><p style="white-space: normal;box-sizing: border-box;">在自由讨论环节，现场嘉宾和参会听众针对大数据在公共政策、绿色低碳可持续发展、粤港澳大湾区研究以及行业合作等方面展开了讨论。针对<strong style="box-sizing: border-box;">大数据的开放共享和安全性问题</strong>，李栋认为<span style="color: rgb(255, 76, 0);box-sizing: border-box;">国家未来一定会出台数据安全相关的政策法规，在现阶段他鼓励数据共享并明确数据的使用目的，以便更好地服务大众</span>；文武总裁与彭子凤主任建议现阶段可以采用项目合作的方式，调动数据生态圈的不同机构的积极性，共同参与并驱动大数据的研究与应用。陆佳总经理认为目前数据的获取和技术的能力已经不是瓶颈了，真正的问题是业务上的落地。王志高主任和姜洋总监认为，目前绿色低碳方面的数据比较匮乏，尤其是涉及到街区、建筑等跟人的感受直接相关的数据，他希望以后有更多不同领域的人关注“以人为核心”的数据研究。林文棋主任也同时针对数据的效用提出了自己的看法，他认为<span style="color: rgb(255, 76, 0);box-sizing: border-box;">大数据的效用现在还没有完全发挥出来，未来希望大数据能够结合人工智能，对未来进行比较精准的预测</span>。乐阳教授提出大数据不在大，而在于从不同侧面来帮助我们做决策分析，同时大数据也存在数据定义和规范的问题，需要我们不断探索。针对大数据在粤港澳大湾区研究方面的应用，各位嘉宾也展开了深入讨论，黄鼎曦研究员和乐阳教授认为，<strong style="box-sizing: border-box;">大湾区存在政策协调层面的需求，就在不同法律、制度体系下，探索大数据如何介入区域研究、树立数据领域的共识、总结城市治理经验而言，粤港澳大湾区将是一个很好的研究平台</strong>。</p><p style="white-space: normal;box-sizing: border-box;"> </p><p style="white-space: normal;box-sizing: border-box;">最后，林文棋主任做总结发言，指出<strong style="box-sizing: border-box;">真正把大数据研究和实践相结合、把传统数据跟大数据相结合、把研究和政策相结合的道路还很长</strong>。而这也意味着大数据领域给大家提供了非常多的机会，从宏观到微观等多个领域都具有应用的可能。林文棋主任表示，希望规划年会能够持续召开大数据专场，也<span style="color: rgb(255, 76, 0);box-sizing: border-box;">希望大家能够通过努力，获得对大数据更深刻的认识，实现大数据更广阔的应用</span>。</p><p style="white-space: normal;box-sizing: border-box;"><br style="box-sizing: border-box;"  /></p></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section class="" style="box-sizing: border-box;"><section class="" style="font-size: 12px;box-sizing: border-box;"><p style="box-sizing: border-box;"><strong style="box-sizing: border-box;">本内容由清华同衡 技术创新中心提供</strong></p></section></section></section></section><p><img src="http://read.html5.qq.com/image?src=forum&q=5&r=0&imgflag=7&imageUrl=http://mmbiz.qpic.cn/mmbiz_jpg/raykBSCslW5JWf40xeYA37ovvAJYd9qNGy2Vbs8eb4U0IUryP1Lk6jqNSYrT3RkwiaYVibCKIEsNpXTicFUuoFBibg/0?wx_fmt=jpeg" style="max-width:100%;" /></p>
                <br />