国匠城工作台

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<section style="background-color: rgb(255, 255, 255);box-sizing: border-box;"><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section style="box-sizing: border-box;"><section style="color: rgb(210, 25, 72);box-sizing: border-box;"><p style="text-align: center;margin: 0px;padding: 0px;box-sizing: border-box;"><strong style="box-sizing: border-box;">○</strong></p></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section style="box-sizing: border-box;"><section style="color: rgb(210, 25, 72);box-sizing: border-box;"><p style="text-align: center;margin: 0px;padding: 0px;box-sizing: border-box;"><strong style="box-sizing: border-box;">○</strong></p></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section style="box-sizing: border-box;"><section style="color: rgb(210, 25, 72);box-sizing: border-box;"><p style="text-align: center;margin: 0px;padding: 0px;box-sizing: border-box;">○</p></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section style="text-align: center;font-size: 38px;box-sizing: border-box;"><section style="box-sizing: border-box;display: inline-block;vertical-align: top;width: 3em;height: 3em;margin: auto;border-radius: 100%;border-width: 6px;border-style: solid;border-color: rgb(255, 255, 255);background-image: url("http://read.html5.qq.com/image?src=forum&q=5&r=0&imgflag=7&imageUrl=http://mmbiz.qpic.cn/mmbiz_jpg/mee9Bdh9Tia8r0r1sib8TvT1wbfAgZ5aG1A6r0Vqj8lgibUxr3EUgFsOq2oeKNIMsyia2yDxuEBicJBia7yrTyDRhveQ/0?wx_fmt=jpeg");background-position: center center;background-repeat: no-repeat;background-size: cover;box-shadow: rgb(0, 0, 0) 0px 0px 0px;"><section style="width: 100%;height: 100%;overflow: hidden;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/mee9Bdh9Tia8r0r1sib8TvT1wbfAgZ5aG1A6r0Vqj8lgibUxr3EUgFsOq2oeKNIMsyia2yDxuEBicJBia7yrTyDRhveQ/0?wx_fmt=jpeg" style="max-width:100%;" /></section></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section style="box-sizing: border-box;"><section style="box-sizing: border-box;"><p style="margin: 0px;padding: 0px;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 style="box-sizing: border-box;"><section style="display: inline-block;vertical-align: top;width: 20%;box-sizing: border-box;"><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section style="margin: 0.5em 0px;box-sizing: border-box;"><section style="background-color: rgb(202, 198, 198);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 style="margin: 0.5em 0px;box-sizing: border-box;"><section style="background-color: rgb(202, 198, 198);height: 1px;box-sizing: border-box;"></section></section></section></section><section style="display: inline-block;vertical-align: top;width: 59%;box-sizing: border-box;"><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section style="margin: -10px 0% 0px;box-sizing: border-box;"><section style="text-align: center;color: rgb(160, 160, 160);letter-spacing: 1px;line-height: 1.6;box-sizing: border-box;"><p style="margin: 0px;padding: 0px;box-sizing: border-box;">一览众山小</p></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section style="box-sizing: border-box;"><section style="text-align: center;font-size: 20px;color: rgb(241, 162, 162);letter-spacing: 2px;box-sizing: border-box;"><p style="margin: 0px;padding: 0px;box-sizing: border-box;">可持续城市与交通</p></section></section></section></section><section style="display: inline-block;vertical-align: top;width: 20%;box-sizing: border-box;"><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section style="margin: 0.5em 0px;box-sizing: border-box;"><section style="background-color: rgb(202, 198, 198);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 style="margin: 0.5em 0px;box-sizing: border-box;"><section style="background-color: rgb(202, 198, 198);height: 1px;box-sizing: border-box;"></section></section></section></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section style="margin-top: 10px;margin-bottom: 10px;text-align: center;transform: translate3d(1px, 0px, 0px);-webkit-transform: translate3d(1px, 0px, 0px);-moz-transform: translate3d(1px, 0px, 0px);-o-transform: translate3d(1px, 0px, 0px);box-sizing: border-box;"><section style="display: inline-block;vertical-align: top;box-sizing: border-box;"><section style="display: inline-block;vertical-align: bottom;margin-bottom: 2px;box-sizing: border-box;"><section style="width: 0.6em;height: 0.6em;display: inline-block;vertical-align: middle;opacity: 0.4;background-color: rgb(160, 160, 160);box-sizing: border-box;"></section><section style="width: 0.6em;height: 0.6em;display: inline-block;vertical-align: middle;margin-left: 6px;opacity: 0.6;background-color: rgb(160, 160, 160);box-sizing: border-box;"></section><section style="width: 0.6em;height: 0.6em;display: inline-block;vertical-align: middle;margin-left: 6px;opacity: 0.8;background-color: rgb(160, 160, 160);box-sizing: border-box;"></section><section style="width: 0.6em;height: 0.6em;display: inline-block;vertical-align: middle;margin-left: 6px;background-color: rgb(160, 160, 160);box-sizing: border-box;"></section></section><section style="display: inline-block;vertical-align: bottom;margin-left: 2px;color: rgb(255, 202, 0);text-align: left;box-sizing: border-box;"><p style="margin: 0px;padding: 0px;box-sizing: border-box;"><br style="box-sizing: border-box;"  /></p></section></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section style="margin: 10px 0% -2px;box-sizing: border-box;"><section style="display: inline-block;box-sizing: border-box;"><section style="border-width: 1px;border-style: solid;border-color: rgba(8, 171, 144, 0.88);border-radius: 20px;background-color: rgba(8, 171, 144, 0.88);padding: 2px 10px;font-size: 15px;color: rgb(255, 255, 255);line-height: 2;letter-spacing: 2px;box-sizing: border-box;"><p style="margin: 0px;padding: 0px;box-sizing: border-box;">城市的未来已来</p></section><section style="width: 50px;height: 10px;border-left: 1px solid rgba(8, 171, 144, 0.88);border-right: 1px solid rgba(8, 171, 144, 0.88);margin: auto;border-top-color: rgba(8, 171, 144, 0.88);border-bottom-color: rgba(8, 171, 144, 0.88);box-sizing: border-box;"></section></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section style="text-align: center;margin: 0px 0%;box-sizing: border-box;"><section style="max-width: 100%;vertical-align: middle;display: inline-block;box-shadow: rgb(0, 0, 0) 0px 0px 0px;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_png/mee9Bdh9Tia8r0r1sib8TvT1wbfAgZ5aG1ZYibUyK8UKGXsjW7TQ1PAjjgZL3KCOx8GEPHDtaDYJ2INBDm1kWEXiaQ/0?wx_fmt=png" style="max-width:100%;" /></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section style="box-sizing: border-box;"><section style="display: inline-block;vertical-align: top;width: 33.33%;letter-spacing: 0px;padding: 0px 3px;box-sizing: border-box;"><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section style="margin: 0.5em auto;text-align: center;box-sizing: border-box;"><section style="max-width: 100%;border-radius: 1.5em;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/mee9Bdh9Tia8r0r1sib8TvT1wbfAgZ5aG1caJ7IU2AaZiaa3JIG7fpbZzubcwM2edEicWGHWPxdO81ia38OPGFeHOKA/0?wx_fmt=jpeg" style="max-width:100%;" /></section></section></section></section><section style="display: inline-block;vertical-align: top;width: 33.33%;padding: 0px 3px;box-sizing: border-box;"><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" 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src="http://read.html5.qq.com/image?src=forum&q=5&r=0&imgflag=7&imageUrl=http://mmbiz.qpic.cn/mmbiz_jpg/mee9Bdh9Tia8r0r1sib8TvT1wbfAgZ5aG1t5UrhtPBnFtsooTJBTQbJuJ9He7hyRY2zLrHHxyCeOB17KAF1H5gqg/0?wx_fmt=jpeg" style="max-width:100%;" /></section></section></section></section><section style="display: inline-block;vertical-align: top;width: 33.33%;padding: 0px 3px;box-sizing: border-box;"><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section style="margin: 0.5em auto;text-align: center;box-sizing: border-box;"><section style="max-width: 100%;border-radius: 1.5em;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/mee9Bdh9Tia8r0r1sib8TvT1wbfAgZ5aG1W3xibcfso4B8fLFibzfhaWjIfnMteBbMvW98M2ZN2CEqOjlzynYPQ3SQ/0?wx_fmt=jpeg" 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 style="transform: translate3d(0px, 0px, 0px);-webkit-transform: translate3d(0px, 0px, 0px);-moz-transform: translate3d(0px, 0px, 0px);-o-transform: translate3d(0px, 0px, 0px);text-align: center;box-sizing: border-box;"><section style="display: inline-block;vertical-align: top;width: 22%;box-sizing: border-box;"><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section style="margin-top: 10px;margin-bottom: 10px;text-align: right;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 style="display: inline-block;border-width: 2px;border-style: solid;border-color: transparent;padding: 0.1em 0.3em;color: rgb(69, 69, 69);text-align: left;box-sizing: border-box;"><p style="display: inline-block;width: 1em;margin: 0px;float: left;text-align: right;clear: none;padding: 0px;box-sizing: border-box;">多伦多未来城</p><p style="display: inline-block;width: 1em;margin: 0px;float: left;text-align: right;clear: none;padding: 0px;box-sizing: border-box;">市规划全本III</p><p style="clear: both;font-size: 0px;line-height: 0;min-height: 0px;margin: 0px;padding: 0px;box-sizing: border-box;"><br style="box-sizing: border-box;"  /></p></section></section></section></section><section style="display: inline-block;vertical-align: top;width: 22%;box-sizing: border-box;"><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section style="box-sizing: border-box;"><section style="display: inline-block;width: 100%;border-width: 0px 0px 0px 1px;border-style: solid;border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);padding: 0px 10px;box-sizing: border-box;"><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section style="box-sizing: border-box;"><section style="text-align: left;font-size: 24px;color: rgb(241, 162, 162);box-sizing: border-box;"><p style="margin: 0px;padding: 0px;box-sizing: border-box;"><strong style="box-sizing: border-box;"><span style="font-size: 18px;box-sizing: border-box;"><br style="box-sizing: border-box;"  /></span></strong></p><p style="margin: 0px;padding: 0px;box-sizing: border-box;"><strong style="box-sizing: border-box;"><span style="font-size: 18px;box-sizing: border-box;">数</span></strong><strong style="letter-spacing: 0px;line-height: 1.6;box-sizing: border-box;"><span style="font-size: 18px;box-sizing: border-box;">字</span></strong></p><p style="margin: 0px;padding: 0px;box-sizing: border-box;"><strong style="letter-spacing: 0px;line-height: 1.6;box-sizing: border-box;"><span style="font-size: 18px;box-sizing: border-box;">层</span></strong><strong style="letter-spacing: 0px;line-height: 1.6;box-sizing: border-box;"><span style="font-size: 18px;box-sizing: border-box;">平</span></strong></p><p style="margin: 0px;padding: 0px;box-sizing: border-box;"><strong style="box-sizing: border-box;"><span style="font-size: 18px;box-sizing: border-box;">台</span></strong></p><p style="margin: 0px;padding: 0px;box-sizing: border-box;"><br style="box-sizing: border-box;"  /></p></section></section></section></section></section></section></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section style="box-sizing: border-box;"><section style="display: inline-block;vertical-align: top;width: 20%;box-sizing: border-box;"><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section style="transform: translate3d(0px, 0px, 0px);-webkit-transform: translate3d(0px, 0px, 0px);-moz-transform: translate3d(0px, 0px, 0px);-o-transform: translate3d(0px, 0px, 0px);margin: -5px 0% 0px;font-size: 21px;box-sizing: border-box;"><section style="text-align: right;font-size: 47px;color: rgb(221, 220, 215);box-sizing: border-box;"><p style="text-align: center;margin: 0px;padding: 0px;box-sizing: border-box;">“</p></section></section></section></section><section style="display: inline-block;vertical-align: top;width: 80%;box-sizing: border-box;"><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section style="box-sizing: border-box;"><section style="box-sizing: border-box;"><p style="margin: 0px;padding: 0px;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 style="margin: 5px 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 style="text-align: justify;font-size: 14px;padding: 0px 5px;color: rgb(241, 162, 162);box-sizing: border-box;"><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"><span style="letter-spacing: 0px;line-height: 1.6;box-sizing: border-box;">原文/ Sidewalk Toronto    翻译/ 辛梦阳</span></p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;">文献/ 黄云萍        校核/ 张鹤鸣、众山小   </p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;">编辑/ 众山小        排版/ 白松</p></section></section></section></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section style="margin-top: 10px;margin-bottom: 10px;overflow: hidden;padding-left: 5px;padding-right: 5px;box-sizing: border-box;"><section style="transform: rotate(3deg);-webkit-transform: rotate(3deg);-moz-transform: rotate(3deg);-o-transform: rotate(3deg);margin: 10px 0px;box-sizing: border-box;"><section style="border-width: 1px;border-style: solid;border-color: rgb(204, 204, 204);box-sizing: border-box;"><section style="transform: rotate(-3deg);-webkit-transform: rotate(-3deg);-moz-transform: rotate(-3deg);-o-transform: rotate(-3deg);box-sizing: border-box;"><section style="border-width: 1px;border-style: solid;border-color: rgb(204, 204, 204);width: 100%;padding: 10px;background-color: rgb(255, 255, 255);box-sizing: border-box;"><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section style="box-sizing: border-box;"><section style="text-align: justify;font-size: 14px;line-height: 2;letter-spacing: 2px;padding: 0px 10px;box-sizing: border-box;"><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"><strong style="line-height: 2;box-sizing: border-box;"></strong></p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"><strong style="box-sizing: border-box;"><span style="color: rgb(95, 156, 239);box-sizing: border-box;">译者萌像&导读：</span></strong><strong style="line-height: 2;box-sizing: border-box;">未来的城市运营管理不只需要大量的新型基础设施建设，更需要一个更加智能的运营管理平台作为保障，Sidewalk就给出了Digital layer（数字层）的架构思路。标准化的数据格式，开放的可编程接口让城市数字化运营管理成为可能。平台借助大量传感器构成感知系统，在机器学习技术的支持下构建城市运营的预测模型。平台的地图功能也将改变以往的静态模式，在位置信息基础上增加了实时的监测数据，而平台账户功能的构建在保障民众知情权的同时，权限分级管理也确保了安全。更多示例请看后文</strong><span style="line-height: 2;box-sizing: border-box;">。</span></p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"><br style="box-sizing: border-box;"  /></p></section></section></section></section></section></section></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section style="box-sizing: border-box;"><section style="box-sizing: border-box;"><p style="margin: 0px;padding: 0px;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 style="box-sizing: border-box;"><section style="text-align: justify;font-size: 14px;line-height: 2;letter-spacing: 2px;padding: 0px 10px;box-sizing: border-box;"><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;">科技数据层通过提供一个专门的统一实时信息系统，使社区间的高效运作成为可能。它还支持创新开发，为第三方提供一套完整的技术文档的和可扩展开放的API。此外，通过在社区基础设施中尽可能多地增加软件投入而不是硬件，不仅增加了社区的灵活性，减少了受过时技术束缚的可能。</p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"> </p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;">正如电脑和智能手机操作系统在维护设备平稳运行的同时，也允许开发者创建新的应用程序那样，在本项目中的科技数据层旨在保持城市平稳运行的同时，鼓励居民、员工、初创公司和大型企业提出他们最具创造性的想法来提升城市生活品质。</p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"> </p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"><strong style="box-sizing: border-box;"><span style="color: rgb(55, 120, 153);font-size: 16px;box-sizing: border-box;">Sidewalk的科技数据层</span></strong></p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"><strong style="box-sizing: border-box;"><span style="color: rgb(55, 120, 153);font-size: 16px;box-sizing: border-box;">将遵循以下四项原则</span></strong><br style="box-sizing: border-box;"  /></p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"><br style="box-sizing: border-box;"  /></p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;">1）令价值创造超越你所能收获的。好的平台专注于让其他人以难以预想的方式扩展平台。平台应该发挥精英的作用，为最有才能、专注和有价值的参与者提供优先权、资源和赞誉。例如，多伦多的PATH系统提供了一个平台，商家、建筑所有者和城市合作建设，这给居民、游客、商业社区和城市带来了巨大的利益。</p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"> </p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;">2）提供稳定直观但总是不断改进的交互界面。随着用户需求不断变化和技术能力的不断提升，平台必须能够做出适应性的改变。但每次平台更新肯定都对开发者带来成本。平台升级之痛可以通过提供敏捷的开发、增量测试和运用来舒缓，并通过直观与健全的管理界面加以维护。同时平台运营商需要时刻保持谦逊的态度，并认识到需要通过不断提供附加增值和贴身服务来铺获每次升级中的效益增值。</p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"> </p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;">3）优先考虑平台设计的模块化和互通性。成功的平台允许开发者和用户有选择地参与，模块化设计允许开发人员以基本组件构建平台功能。要减少应用程序开发时间，可通过标准化功能、减少浪费、提升设计的可重用性、提高开放性、增强弹性，并允许平台同时服务多种用户而不是某种特定用户来实现。</p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"> </p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;">4）不要危害用户隐私。在保证平台的灵活性，个性和效率之外，保持高标准的隐私和安全性也十分重要。此外，仅提供技术保护还不够，平台理应允许用户知晓并了解他们的数据被作何用途，并且能够控制这些用途。平台只有在被用户信任和重视的前提下才能蓬勃发展，而信任源于清晰一致和得以贯彻的个人信息处理政策。</p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"> </p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;">Sidewalk正在积极开发其平台的科技数据层，其中包含四个基本组件。Sense组件将分布式传感器网络编织在一起，收集有关周围环境的实时数据，使人们能够测量、理解进而改善周围环境。Sidewalk模型实验室开发的一种模型组件可以模拟城市运营中预想的情景，并得到远期的规划决策。Map组件收集有关基础设施、建筑物和公共领域共享资源其基于地理位置的信息。Account组件提供了一个高度安全的个性化门户，每个居民都可以通过该门户访问公共服务和公共部门。平台通过物理环境(无处不在的网络连接)来调整接口，并通过API层将所有的服务提供给应用程序开发者。</p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"> </p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;">为了激发民众对平台数据隐私与安全性的坚定信任，Sidewalk将与独立的隐私保护专家和社区利益相关者进行沟通，就隐私保护，工作透明度和管控方法征集建议。（Ann Cavoukian是前安大略资讯与隐私专员，现任瑞尔森大学隐私和大数据研究所执行董事。）</p><p style="white-space: normal;margin: 0px;padding: 0px;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 style="text-align: center;box-sizing: border-box;"><section 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/mee9Bdh9Tia8r0r1sib8TvT1wbfAgZ5aG1qe1cr76YbianYk7uBZUiaKjgjLE59UricopicdjLUcogmlz1BB8px2S59g/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 style="box-sizing: border-box;"><section style="font-size: 14px;line-height: 2;letter-spacing: 2px;padding: 0px 10px;box-sizing: border-box;"><p style="margin: 0px;padding: 0px;box-sizing: border-box;"><em style="box-sizing: border-box;"><strong style="box-sizing: border-box;">图一、</strong></em><em style="box-sizing: border-box;"><strong style="box-sizing: border-box;"><span style="letter-spacing: 0px;line-height: 1.6;box-sizing: border-box;">城市创新中的数字层</span></strong></em></p><p style="margin: 0px;padding: 0px;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 style="margin-top: 10px;margin-bottom: 10px;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 style="max-width: 100%;vertical-align: middle;display: inline-block;width: 10%;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_png/jQj9OcJdicibQEicrvjhicIxIOSb8mW9SaOePlqibnP6Mb6OwCBgluaQJolAQSNiaJKvRceBQxMRyEGUo58EopRtrMfg/0?wx_fmt=png" style="max-width:100%;" /></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section style="margin: -40px 0% 0px;box-sizing: border-box;"><section style="color: rgb(223, 160, 159);font-size: 18px;box-sizing: border-box;"><p style="margin: 0px;padding: 0px;box-sizing: border-box;"><strong style="box-sizing: border-box;"><span style="letter-spacing: 0px;box-sizing: border-box;">        一、</span><span style="letter-spacing: 0px;line-height: 1.6;box-sizing: border-box;">无处不在的连接（Ubiquitous Connectivity）</span></strong></p></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section style="box-sizing: border-box;"><section style="box-sizing: border-box;"><p style="margin: 0px;padding: 0px;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 style="box-sizing: border-box;"><section style="text-align: justify;font-size: 14px;line-height: 2;letter-spacing: 2px;padding: 0px 10px;box-sizing: border-box;"><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;">如果没有网络连接、电力供应和在城市中低成本布设硬件的方法，科技数据层的软件和硬件组件都不可能有效运行。</p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"> </p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;">为了实现平台远期灵活性的最大化，减少最终用户在最后一英里连接上的麻烦事儿和担心，Sidewalk将部署一套共享的有线和无线中枢，从而提供无缝覆盖和有竞争力的接入服务。每个接入点将通过当前新兴的标准提供无线连接，包括（1）Wi-Fi（2）LTE和（3）LoRa（远程的低功率无线电），无线电利用软件控制来优化覆盖和发射。在统一的管理架构下，所有的无线电设备都引入社区之中，其显著的优点是能最大限度地减少干扰，并允许最大程度的协调、同步和适应，从而为所有用户带来最好的互联网体验。</p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"> </p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;">以互联网角度来建设未来社区的巨大好处是，从一开始就可以建立所需的感测技术。新的建筑都将安装快速接入设备，并提供一套稳定的运营平台、电力和网络连接，而并非是那种传统的、昂贵的、耗时费力的在建筑和街道家具上另行安装传感器。</p><p style="white-space: normal;margin: 0px;padding: 0px;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 style="text-align: center;margin-top: 10px;margin-bottom: 10px;box-sizing: border-box;"><section 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/mee9Bdh9Tia8r0r1sib8TvT1wbfAgZ5aG1dsWBpZQ4nYKwnI2n54icSHswKkT4STm0f9rDgJqMESmFd0Iiaz73cmwA/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 style="box-sizing: border-box;"><section style="font-size: 14px;line-height: 2;letter-spacing: 2px;padding: 0px 10px;box-sizing: border-box;"><p style="margin: 0px;padding: 0px;box-sizing: border-box;"><em style="box-sizing: border-box;"><strong style="box-sizing: border-box;">图二、无处不在的连接</strong></em></p></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section style="box-sizing: border-box;"><section style="box-sizing: border-box;"><p style="margin: 0px;padding: 0px;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 style="box-sizing: border-box;"><section style="text-align: justify;font-size: 14px;line-height: 2;letter-spacing: 2px;padding: 0px 10px;box-sizing: border-box;"><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"><span style="line-height: 1.8;box-sizing: border-box;">推动降低传感器安装与升级的成本，促进了低成本传感器的部署。谷歌以快速而简单的修复或更换故障组件的方式，降低了维护服务器的成本。类似的，Sidewalk将能够使用商业、现成的组件，其成本将显著低于设计仅能够使用数十年又更换代价高昂的组件。随着技术的进步，这也将使传感器保持最新。</span></p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"> </p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;">规划无处不在的网络连接不需要等待新的架构。LinkNYC和LinkUK的项目中起到主导作用的Sidewalk正在与Intersection公司合作，其投资公司在城市环境中提供前所未有的免费高速无线互联网接入。由此契机，Sidewalk和Intersection开始试验软件管控的无线电，以及面向未来的建筑基础设施与低功耗远程网络，以支持像空气质量传感器那样的低带宽传感器。</p><p style="white-space: normal;margin: 0px;padding: 0px;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 style="box-sizing: border-box;"><section style="box-sizing: border-box;"><p style="margin: 0px;padding: 0px;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 style="margin-top: 10px;margin-bottom: 10px;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 style="max-width: 100%;vertical-align: middle;display: inline-block;width: 10%;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_png/jQj9OcJdicibQEicrvjhicIxIOSb8mW9SaOePlqibnP6Mb6OwCBgluaQJolAQSNiaJKvRceBQxMRyEGUo58EopRtrMfg/0?wx_fmt=png" style="max-width:100%;" /></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section style="margin: -40px 0% 0px;box-sizing: border-box;"><section style="color: rgb(223, 160, 159);font-size: 18px;box-sizing: border-box;"><p style="margin: 0px;padding: 0px;box-sizing: border-box;"><strong style="box-sizing: border-box;">        二、<span style="letter-spacing: 0px;line-height: 1.6;box-sizing: border-box;">社区API （Neighbourhood APIs）</span></strong></p></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section style="box-sizing: border-box;"><section style="box-sizing: border-box;"><p style="margin: 0px;padding: 0px;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 style="box-sizing: border-box;"><section style="text-align: justify;font-size: 14px;line-height: 2;letter-spacing: 2px;padding: 0px 10px;box-sizing: border-box;"><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;">科技数据层包括一组API，用以创建一个稳定和精心设计的画布，开发人员可以在其上构建应用程序，来重新设计和重新构建城市的运行模式。</p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"> </p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;">苹果的App Store，Google Play商店和Amazon Web Services这类软件平台激发了开发者在网络和个人设备上的创造力。相似地，科技数据层提供了一套API，其中包含技术文档和开发者支持，将同样激励城市运行的创新。</p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"> </p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;">API包括对城市数据的规范访问以及与城市基础设施交互的能力，其方式与其他用途是一致的。</p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"> </p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;">为城市提供可编程接口将激发应用程序设计人员的无限可能，往往很多是难以预料的。该平台将成为具有公民意识的软件开发者与技术专家的纽带，而Sidewalk将为希望提升城市运营管理技术水平的学生、企业家和学者提供一个协作的工作空间。</p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"> </p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"><strong style="box-sizing: border-box;">Sidewalk认为，通常来讲，多数居民会喜欢生活在一个环境持续改善的地方。</strong></p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"> </p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;">随着时间推移，技术也在变革，但标准化的数据格式和明确定义的接口将使科技数据层始终得以适配。城市运营将从最广泛的供应商和服务提供商的选择中获益，因此不应局限于特定的硬件或软件解决方案。</p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"> </p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;">例如，定义标准方式来提供城市中的地点与事件信息，可以改变底层数据库技术，并随着时间的推移选择目录信息的不同提供者和消费者。同样，随着计算机视觉算法和传感器分辨率的提高，可以更替新的算法和传感器，以提高公共领域的测量精度和采集频率。</p><p style="white-space: normal;margin: 0px;padding: 0px;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 style="margin-top: 10px;margin-bottom: 10px;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 style="max-width: 100%;vertical-align: middle;display: inline-block;width: 10%;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_png/jQj9OcJdicibQEicrvjhicIxIOSb8mW9SaOePlqibnP6Mb6OwCBgluaQJolAQSNiaJKvRceBQxMRyEGUo58EopRtrMfg/0?wx_fmt=png" style="max-width:100%;" /></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section style="margin: -40px 0% 0px;box-sizing: border-box;"><section style="color: rgb(223, 160, 159);font-size: 18px;box-sizing: border-box;"><p style="margin: 0px;padding: 0px;box-sizing: border-box;"><strong style="box-sizing: border-box;">       三、<span style="letter-spacing: 0px;line-height: 1.6;box-sizing: border-box;">Quayside 引导程序（Bootstrapping in Quayside）</span></strong></p><p style="margin: 0px;padding: 0px;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 style="box-sizing: border-box;"><section style="text-align: justify;font-size: 14px;line-height: 2;letter-spacing: 2px;padding: 0px 10px;box-sizing: border-box;"><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;">要启动Quayside，需要完整的科技数据层层正式运行。</p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"> </p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;">这将使得能够通过早先大量设置的广泛传感器进行实验，以实现多种技术方法的并行实验。Quayside的大小使得部署具有相同覆盖空间的不同功能的摄像机变得可行。这将有助于Sidewalk在同一地区通过同类比较的检测任务来评估技术和成本的取舍。同样，Quayside也将有多个重叠的通信网络，这是评估相对价值的机会。</p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"> </p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;">一些操作流程可以在Quayside的尺度上进行手动管理，例如监控需要维护的公共领域的元素。这提供了一个机会：手动过程可用于训练机器学习模型。</p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"> </p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;">例如，能够检测垃圾桶何时需要清空的系统，需要多次空箱和满箱的示例。这个“训练数据”可以用于创建一个能够做出预测的计算机视觉模型。捕捉箱满/空箱循环模式的规律以及可能产生箱满环境特征（例如，广场上的公共音乐会），使系统能够提前预判垃圾箱的空满与否。</p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"> </p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;">这个学习阶段是劳动密集型的，但会迅速生成普遍性的模型，使得Quayside的效率更高，并将为在其在滨湖东区的广泛推广使用打下基础。</p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"> </p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;">Sidewalk还设想建立城市创新研究所，该研究所将会是Quayside科技数据层发展历程中的重要资产。该研究所是一个协作和讨论的场所，为教师和学生在真实的城市环境中检验构想提供了前所未有的机会。该研究所将支持开设跨学科的研究生学位课程，进行广泛而深入的专业研究，如人工智能的应用，以及潜在的政策，管理，金融等相关研究和课程学科。</p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"> </p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;">该研究所也将是一个非常适合人们合作的地点。专门的工作人员将培养开发者群体，并在群体之间建立联系。深入了解科技数据层细节的专业技术人员将能够就其使用提供建议，帮助新开发人员加快速度、调试错误，并在过程中吸取教训，回到平台开发团队完善平台和API。</p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"> </p></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section style="text-align: center;margin-top: 10px;margin-bottom: 10px;box-sizing: border-box;"><section 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/mee9Bdh9Tia8r0r1sib8TvT1wbfAgZ5aG1vTdTkupGeCqnZNvN49CibH8zrHy98YOV5HdNRLqNe49woVN9KANsaDQ/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 style="box-sizing: border-box;"><section style="font-size: 14px;letter-spacing: 2px;line-height: 2;padding: 0px 10px;box-sizing: border-box;"><p style="margin: 0px;padding: 0px;box-sizing: border-box;"><em style="box-sizing: border-box;"><strong style="box-sizing: border-box;">图三、传感器的输入输出</strong></em></p><p style="margin: 0px;padding: 0px;box-sizing: border-box;"><strong style="box-sizing: border-box;"><em style="box-sizing: border-box;"><br style="box-sizing: border-box;"  /></em></strong></p></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section style="margin-top: 10px;margin-bottom: 10px;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 style="max-width: 100%;vertical-align: middle;display: inline-block;width: 10%;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_png/jQj9OcJdicibQEicrvjhicIxIOSb8mW9SaOePlqibnP6Mb6OwCBgluaQJolAQSNiaJKvRceBQxMRyEGUo58EopRtrMfg/0?wx_fmt=png" style="max-width:100%;" /></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section style="margin: -40px 0% 0px;box-sizing: border-box;"><section style="color: rgb(223, 160, 159);font-size: 18px;box-sizing: border-box;"><p style="margin: 0px;padding: 0px;box-sizing: border-box;"><strong style="box-sizing: border-box;">       四、感知（Sense）</strong></p><p style="margin: 0px;padding: 0px;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 style="box-sizing: border-box;"><section style="text-align: justify;font-size: 14px;color: rgb(112, 109, 109);letter-spacing: 2px;padding: 0px 10px;line-height: 2;box-sizing: border-box;"><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;">在城市中，如果想要提高生活质量和效率，首要任务其实就是理解城市本身。随着传感器成本的下降，物联网技术的发展，无所不在的感知变得可行，有助于人们更深入的了解城市环境。</p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"> </p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"><strong style="box-sizing: border-box;">测量和感应（Measurement and Sensors）</strong></p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"> </p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;">这一切都在严格保护个人隐私的前提下，收集有用的物理环境数据开始。随着时间的推移，传感器已经变得越来越廉价、小巧、节能。同时，由多伦多大学以及谷歌的Geoffrey Hinton领导的人工神经网络的进步，能进行有意义输出的人工智能技术也有很大程度提升。</p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"> </p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;">从低带宽的温度传感器，到每秒拍摄数百万像素图像数十次的高分辨率摄像机，传感器可以记录缓慢变化的数值，也可以记录高速变化的数据。其中摄像机值得特别注意，因为它引起了隐私问题。Sidewalk并不发送和保存全带宽视频，而是尽可能的解读设备上的视频，并仅传输诸如车辆和行人流量或街道基础设施状态的指标。</p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"> </p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;">特别是Quayside，提供了一个机会，可以快速的与一系列的成品和实验传感器一起工作，并进行快速迭代学习。这项快速实验的经验可以在滨湖东区推广应用。例如，Quayside将揭示摄像机分辨率，部署密度，成本以及对社区管理员和居民的直接价值之间的权衡取舍。</p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"> </p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;">Sidewalk预计部署的传感器包括：1）空气质量传感器（一氧化碳，颗粒物，二氧化硫）; 2）噪声水平传感器（由车辆产生的噪声，建筑，人类活动）; 3）雷达，激光测距和计算机视觉（车流，自行车流，行人群）; 和4）局部天气（温度，风速，湿度）</p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"> </p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"><strong style="box-sizing: border-box;">分析（Analytics）</strong></p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"> </p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;">收集数据本身并不重要。要了解什么使得城市环境运行良好，并检测何时表现不佳，就需要进行纵向分析，并能够将正常状态与异常情况区分开来。基于随时间推移的分析可以让用户了解城市状况的变化，以及为什么会出现这种变化，尽管可以通过提升人的直觉，但还需建立预测模型。</p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"> </p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"><strong style="box-sizing: border-box;">建模（Modelling）</strong></p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"> </p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;">一旦有了细粒度的数据，就有可能开发出一种反映社区状况的数字模型，并使用该模型来评估各种决策的效果。预测可能的干预措施的后果，并根据实际结果来改进模型，这是提高社区宜居性的催化剂。</p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"> </p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;">举一个先前的例子：作为Sidewalk实验之一的天气应对策略，它将从高密度的传感器网络获得实时反馈，从而获得关于温度和风速的实时反馈。这样就能对不同的应对方法进行实时评估。同样，当平台检测到行人拥挤时，例如在娱乐活动期间，社区会收集产生瓶颈的位置与致因的详细数据。通过利用动态标牌，可变的街道家具和手机应用程序的指导，平台可以尝试更好的引导行人流。向居民和游客提供实时拥挤的信息，也可以使他们能够知情并做出合理的出行决策。</p><p style="white-space: normal;margin: 0px;padding: 0px;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 style="text-align: center;margin-top: 10px;margin-bottom: 10px;box-sizing: border-box;"><section 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/mee9Bdh9Tia8r0r1sib8TvT1wbfAgZ5aG1yw9tplgSvMaw0IuBPoDCap5ic0zuyttzIdicc3sTc8SIyPBOqgO4g8IQ/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 style="box-sizing: border-box;"><section style="box-sizing: border-box;"><p style="margin: 0px;padding: 0px;box-sizing: border-box;"><span style="font-size: 14px;box-sizing: border-box;"><em style="box-sizing: border-box;"><strong style="box-sizing: border-box;">图四</strong></em></span><span style="font-size: 14px;box-sizing: border-box;"><em style="box-sizing: border-box;"><strong style="box-sizing: border-box;">、感知解释堆栈</strong></em></span></p><p style="margin: 0px;padding: 0px;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 style="margin-top: 10px;margin-bottom: 10px;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 style="max-width: 100%;vertical-align: middle;display: inline-block;width: 10%;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_png/jQj9OcJdicibQEicrvjhicIxIOSb8mW9SaOePlqibnP6Mb6OwCBgluaQJolAQSNiaJKvRceBQxMRyEGUo58EopRtrMfg/0?wx_fmt=png" style="max-width:100%;" /></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section style="margin: -40px 0% 0px;box-sizing: border-box;"><section style="color: rgb(223, 160, 159);font-size: 18px;box-sizing: border-box;"><p style="margin: 0px;padding: 0px;box-sizing: border-box;"><strong style="box-sizing: border-box;">       五、<span style="letter-spacing: 0px;line-height: 1.6;box-sizing: border-box;">模型（Model）</span></strong></p><p style="margin: 0px;padding: 0px;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 style="box-sizing: border-box;"><section style="text-align: justify;font-size: 14px;line-height: 2;letter-spacing: 2px;padding: 0px 10px;box-sizing: border-box;"><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;">由于成本和客户的不便，许多城市干预措施在现实世界的条件下，都很难进行测试。模型提供了一个虚拟实验室来实验基础设施、政策和建筑环境的变化。模型的核心是一个代表每个人移动的区域尺度模拟。从这些模式，Sidewalk能够构建一个基于活动的模型系统，可以提供和探索广泛的政策选择，包括道路定价、乘车分享、分区和土地利用以及节约水和能源的动力。</p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"> </p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;">人们如何选择居住地点、购物地点，是否拥有汽车，或者如何从一个地方到另一个地方旅行是城市规划师建模的关键。目前的人口、土地利用和旅游预测工具依赖于基于稀疏和零星数据的统计推断。如果旅行选择是常规的并且旅行网络相对稳定（例如，常规的总线路线），则这些方法是足够的。对于Quayside和Eastern Waterfront，Sidewalk的目标是通过为居民提供新的交通选择，例如共享自驾车，大大减少汽车所有权的需求。由于这些新选项没有历史可以借鉴，模型将通过更多基础和复杂的推论，运用机器学习技术来预测需求。</p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"> </p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;">模型还可用于操作和规划环境。结合感知的数据，模型可以通过模拟下一个5、15或30分钟的社区活动并预测问题，放大聚焦在早就准备好的应对措施，从而提供强大的决策支持系统。在每周和每月的时间范围内，设施经理可以模拟基础设施和政策的变化，以提高运营效率。运营规划融入中长期规划，可用于设计社区发展，实现战略目标。</p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"> </p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;">在现行做法中，中期和长期规划方案与短期业务计划分开考虑。这造成了一个不幸的“开放循环”，每个方案都不能从另一个方案中获益。而在Quayside，最终是整个滨湖东区，Sidewalk 有能力协调这些努力，以创建统一的框架来服务于广泛的应用。 随着模型（Model）每天练习，其忠实度和准确性将会提高。这些改进将为长期规划者提供更准确的人员和行为表征。</p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"> </p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;">创新者可以测试模型仿真环境中的概念，以了解其直接和间接影响，并征求社区的反馈意见。Sidewalk认为，这种透明度和可访问性将使社区能够更快地找到创意和包容性的解决方案。</p><p style="white-space: normal;margin: 0px;padding: 0px;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 style="text-align: center;margin-top: 10px;margin-bottom: 10px;box-sizing: border-box;"><section style="max-width: 100%;vertical-align: middle;display: inline-block;box-shadow: rgb(0, 0, 0) 0px 0px 0px;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/mee9Bdh9Tia8r0r1sib8TvT1wbfAgZ5aG1yw9tplgSvMaw0IuBPoDCap5ic0zuyttzIdicc3sTc8SIyPBOqgO4g8IQ/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 style="box-sizing: border-box;"><section style="font-size: 14px;letter-spacing: 2px;line-height: 2;padding: 0px 10px;box-sizing: border-box;"><p style="margin: 0px;padding: 0px;box-sizing: border-box;"><em style="box-sizing: border-box;"><strong style="box-sizing: border-box;">图五、OD预测</strong></em></p><p style="margin: 0px;padding: 0px;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 style="margin-top: 10px;margin-bottom: 10px;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 style="max-width: 100%;vertical-align: middle;display: inline-block;width: 10%;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_png/jQj9OcJdicibQEicrvjhicIxIOSb8mW9SaOePlqibnP6Mb6OwCBgluaQJolAQSNiaJKvRceBQxMRyEGUo58EopRtrMfg/0?wx_fmt=png" style="max-width:100%;" /></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section style="margin: -40px 0% 0px;box-sizing: border-box;"><section style="color: rgb(223, 160, 159);font-size: 18px;box-sizing: border-box;"><p style="margin: 0px;padding: 0px;box-sizing: border-box;"><strong style="box-sizing: border-box;">        <span style="letter-spacing: 0px;line-height: 1.6;box-sizing: border-box;">六、“地图” （Map）</span></strong></p><p style="margin: 0px;padding: 0px;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 style="box-sizing: border-box;"><section style="text-align: justify;font-size: 14px;line-height: 2;letter-spacing: 2px;padding: 0px 10px;box-sizing: border-box;"><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;">了解公共领域的事情，就可以让社区安全、高效和反应灵敏。</p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"> </p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;">例如，高效的交通依赖于掌握自驾车辆的位置，并且当碰撞危险时，让骑自行车的人知道安全性。跟踪公共事件，帮助人们一目了然地发现事情，将提高人们对社区的体验。了解公园、道路和其他资源的使用模式，可以更好地规划。</p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"> </p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;">Map从最大的建筑物到最小的环境传感器实时记录公共领域的所有部分的位置。 这包括固定物体---建筑物、道路、公园长椅以及移动自主车辆、配送机器人、无人机的固定物体。Map 使人们和事物能够以最大的安全性、自信和效率在周围移动。在Quayside，有关环境的实时信息将通过地图绘制，产生邻域的实时快照。这些信息将通过在Flow、Sidewalk的移动子公司等应用程序中直接受益于居民和游客。</p><p style="white-space: normal;margin: 0px;padding: 0px;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 style="margin-top: 10px;margin-bottom: 10px;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 style="max-width: 100%;vertical-align: middle;display: inline-block;width: 10%;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_png/jQj9OcJdicibQEicrvjhicIxIOSb8mW9SaOePlqibnP6Mb6OwCBgluaQJolAQSNiaJKvRceBQxMRyEGUo58EopRtrMfg/0?wx_fmt=png" style="max-width:100%;" /></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section style="margin: -40px 0% 0px;box-sizing: border-box;"><section style="color: rgb(223, 160, 159);font-size: 18px;box-sizing: border-box;"><p style="margin: 0px;padding: 0px;box-sizing: border-box;"><strong style="box-sizing: border-box;">       <span style="letter-spacing: 0px;line-height: 1.6;box-sizing: border-box;">七、账户（Account）</span></strong></p><p style="margin: 0px;padding: 0px;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 style="box-sizing: border-box;"><section style="text-align: justify;font-size: 14px;line-height: 2;letter-spacing: 2px;padding: 0px 10px;box-sizing: border-box;"><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;">社区居民和市政人员将各自拥有允许他们与城市环境和服务进行互动的帐户。访客也可以选择拥有一个帐户来帮助他们体验社区。该帐户将提供他们想要利用的地点和资源的访问。还可以让他们相互连接，并与市政员工联系。</p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"> </p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;">虽然关于公共领域及其中的对象的细粒度信息可以提高效率和生活质量，但也需要仔细的认证和权限，以确保隐私得到维护，并且适当限定控制权。人员认证以及自动化过程可确保平台能够识别那些请求访问数据或对物理对象进行控制的人员。然后，一个通用的权限系统就可以强制一个特定的个人拥有访问或修改的信息和实体。</p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"> </p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"><strong style="box-sizing: border-box;">使用案例：普通使用和紧急情况</strong></p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"> </p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;">地图和帐户的示例：</p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"> </p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;">?居民使用他或她的帐户暂时授予维修人员进入前门的权限。门锁使用策略和权限API来检索所需的置信阈值以允许输入。</p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;">?一段时间内允许汽车使用街道。</p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;">?建筑物管理员被授予进入公寓维修的权利。</p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;">?消防部门在紧急情况下可以进入任何触发火警的公寓。</p><p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"> </p></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section style="text-align: center;box-sizing: border-box;"><section 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/mee9Bdh9Tia8r0r1sib8TvT1wbfAgZ5aG17O6TAG8KQsUUicu5JrjibgniaJ33q9Qhwll1twaT8KdCpclsSUXDKVx5Q/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 style="box-sizing: border-box;"><section style="box-sizing: border-box;"><p style="margin: 0px;padding: 0px;box-sizing: border-box;"><em style="box-sizing: border-box;"><strong style="box-sizing: border-box;"><span style="font-size: 14px;box-sizing: border-box;">图六、使用案例</span></strong></em></p></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section style="text-align: center;margin-top: 10px;margin-bottom: 10px;box-sizing: border-box;"><section style="max-width: 100%;vertical-align: middle;display: inline-block;overflow: hidden !important;box-sizing: 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