{"id":343,"date":"2022-10-12T16:10:26","date_gmt":"2022-10-12T15:10:26","guid":{"rendered":"https:\/\/www.digital-solutions.uk\/?p=343"},"modified":"2023-07-13T16:43:54","modified_gmt":"2023-07-13T15:43:54","slug":"dsh-blog-series","status":"publish","type":"post","link":"https:\/\/www.digital-solutions.uk\/index.php\/dsh-blog-series\/","title":{"rendered":"DSH Article Series"},"content":{"rendered":"\n<div class=\"wp-block-columns is-layout-flex wp-container-14\">\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow\" style=\"flex-basis:33.33%\">\n<div class=\"wp-block-columns is-layout-flex wp-container-11\">\n<div class=\"wp-block-column is-layout-flow\">\n<p><\/p>\n\n\n\n<div class=\"wp-block-group has-small-font-size is-vertical is-layout-flex wp-container-9\">\n<div class=\"wp-block-group is-layout-flow\"><div class=\"wp-block-group__inner-container\">\n<div class=\"wp-block-group is-layout-flow\"><div class=\"wp-block-group__inner-container\">\n<div class=\"wp-block-cover alignright is-light has-custom-content-position is-position-top-left\" style=\"min-height:437px\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-white-background-color has-background-dim-100 has-background-dim\"><\/span><div class=\"wp-block-cover__inner-container\"><div class=\"wp-block-image\">\n<figure class=\"alignright size-large is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.digital-solutions.uk\/wp-content\/uploads\/2022\/10\/logo1-e1665572589469-1024x533.png\" alt=\"\" class=\"wp-image-344\" width=\"106\" height=\"55\" srcset=\"https:\/\/www.digital-solutions.uk\/wp-content\/uploads\/2022\/10\/logo1-e1665572589469-1024x533.png 1024w, https:\/\/www.digital-solutions.uk\/wp-content\/uploads\/2022\/10\/logo1-e1665572589469-300x156.png 300w, https:\/\/www.digital-solutions.uk\/wp-content\/uploads\/2022\/10\/logo1-e1665572589469-768x400.png 768w, https:\/\/www.digital-solutions.uk\/wp-content\/uploads\/2022\/10\/logo1-e1665572589469-1140x594.png 1140w, https:\/\/www.digital-solutions.uk\/wp-content\/uploads\/2022\/10\/logo1-e1665572589469.png 1215w\" sizes=\"(max-width: 106px) 100vw, 106px\" \/><\/figure><\/div>\n\n\n<div class=\"wp-block-group is-layout-flow\"><div class=\"wp-block-group__inner-container\">\n<div class=\"wp-block-group is-layout-flow\"><div class=\"wp-block-group__inner-container\"><h3 class=\"fonts-plugin-block \" style=\"font-family: Roboto;font-weight: 700;font-size: 18px;line-height: 1;text-align: right;color: #2e2d62\">u003cbru003eINSIDE<\/h3>\n\n\n<div class=\"wp-block-group is-vertical is-content-justification-right is-layout-flex wp-container-1\"><p class=\"fonts-plugin-block \" style=\"font-family: Roboto;font-weight: 300;font-size: 12px;line-height: 1.2;text-align: right\">Why do we need DSH?u003cbru003eHow can the DSH benefit you?u003cbru003eu003cbru003eu003cbru003e<\/p>\n\n<h3 class=\"fonts-plugin-block \" style=\"font-family: Roboto;font-weight: 700;font-size: 18px;line-height: 1;color: #2e2d62\">What is DSH?<\/h3>\n\n<p class=\"fonts-plugin-block \" style=\"font-family: Roboto;font-weight: 300;font-size: 12px;line-height: 1.2;text-align: right\">A \u00a37million innovative data hub and programme that brings 40+ petabytes of environmental data to a wide range of usersu003cbru003eu003cbru003e<\/p>\n\n<h3 class=\"fonts-plugin-block \" style=\"font-family: Roboto;font-weight: 700;font-size: 18px;line-height: 1;color: #2e2d62\">Who is building DSH?<\/h3>\n\n<p class=\"fonts-plugin-block \" style=\"font-family: Roboto;font-weight: 300;font-size: 12px;line-height: 1.2;text-align: right\">The University of Manchester is leading DSH on behalf of UKRI\u2019s Natural Environment Research Council (NERC), with contributions from leading partners across the UK (more u003ca href=u0022https:\/\/www.digital-solutions.uk\/?page_id=153u0022u003ehereu003c\/au003e)u003cbru003eu003cbru003e<\/p>\n\n<h3 class=\"fonts-plugin-block \" style=\"font-family: Roboto;font-weight: 700;font-size: 18px;line-height: 1;color: #2e2d62\">This Blog Series<\/h3>\n\n<p class=\"fonts-plugin-block \" style=\"font-family: Roboto;font-weight: 300;font-size: 12px;line-height: 1.2;text-align: right\">Follow this series to find out more about next generation data management at DSH, and how it can benefit your role, your team and your organisation!<\/p><\/div>\n<\/div><\/div>\n<\/div><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-cover alignright is-light has-custom-content-position is-position-top-left\" style=\"min-height:139px\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-background-dim-100 has-background-dim\" style=\"background-color:#e4e4e4\"><\/span><div class=\"wp-block-cover__inner-container\">\n<div class=\"wp-block-group is-layout-flow\"><div class=\"wp-block-group__inner-container\">\n<div class=\"wp-block-group is-layout-flow\"><div class=\"wp-block-group__inner-container\"><h3 class=\"fonts-plugin-block \" style=\"font-family: Roboto;font-weight: 700;font-size: 18px;line-height: 1;text-align: right;color: #6b2c91\">Get Involved in our upcoming Events<\/h3>\n\n\n<div class=\"wp-block-group has-small-font-size is-vertical is-content-justification-right is-layout-flex wp-container-4\"><p class=\"fonts-plugin-block \" style=\"font-family: Roboto;font-weight: 300;font-size: 14px;line-height: 1.2;text-align: right\">u003cstrongu003eAttend our user workshops across the country in Nov\/Dec 2022.u003c\/strongu003e<\/p>\n\n<p class=\"fonts-plugin-block \" style=\"font-family: Roboto;font-weight: 300;font-size: 14px;line-height: 1.2;text-align: right\">u003cstrongu003eRegister u003c\/strongu003eu003ca href=u0022https:\/\/www.eventbrite.co.uk\/cc\/nerc-digital-solutions-hub-in-person-workshops-818169u0022u003eu003cstrongu003ehereu003c\/strongu003eu003c\/au003e<\/p><\/div>\n<\/div><\/div>\n<\/div><\/div>\n<\/div><\/div>\n<\/div><\/div>\n<\/div><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"alignright size-full is-resized\"><a href=\"https:\/\/www.digital-solutions.uk\/wp-content\/uploads\/2022\/10\/BlogPost1_v2.pdf\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.digital-solutions.uk\/wp-content\/uploads\/2022\/10\/Picture3-e1665580067651.jpg\" alt=\"\" class=\"wp-image-432\" width=\"22\" height=\"20\"\/><\/a><\/figure><\/div>\n\n<p class=\"fonts-plugin-block \" style=\"font-weight: normal;font-size: 14px;line-height: 1;text-align: right\">Download a printableu003cbru003eversion u003ca rel=u0022noreferrer noopeneru0022 href=u0022https:\/\/www.digital-solutions.uk\/wp-content\/uploads\/2022\/10\/BlogPost1_v2.pdfu0022 data-type=u0022URLu0022 data-id=u0022https:\/\/www.digital-solutions.uk\/wp-content\/uploads\/2022\/10\/BlogPost1_v2.pdfu0022 target=u0022_blanku0022u003ehere u003c\/au003e<\/p><\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow\" style=\"flex-basis:66.66%\"><h3 class=\"fonts-plugin-block \" style=\"font-family: Roboto;font-weight: 400\">Introducing Digital Solutions Hub:<\/h3>\n\n<h1 class=\"fonts-plugin-block \" style=\"font-family: Roboto;font-weight: 400;font-size: 50px;line-height: 1\">u003cemu003eu003cstrongu003eNotu003c\/strongu003eu003c\/emu003eu003cstrongu003e u003c\/strongu003eAnother Data Platform<\/h1>\n\n<p class=\"fonts-plugin-block \" style=\"font-family: Roboto;font-weight: 400;font-size: 14px;line-height: 1.3\">This blogpost is part of a series that focuses on illustrating the vast range of possibilities envisioned and designed within Digital Solutions Hub (DSH).u003cbru003eu003cbru003eDigital Solutions Hub (DSH) is an innovative one-stop-shop that builds on the power of NERC\u2019s treasure-trove of environmental data, combined with data from other sources across the UK. This is to provide efficient use of environmental (and socioeconomic) data through innovative toolkits and interoperable data management to support more informed decisions across the UK from local to regional to national.<\/p>\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" loading=\"lazy\" width=\"2560\" height=\"1920\" src=\"https:\/\/www.digital-solutions.uk\/wp-content\/uploads\/2022\/10\/simon-lee-m0N1Y4hjI2Q-unsplash2-edited-scaled.jpg\" alt=\"\" class=\"wp-image-372\" srcset=\"https:\/\/www.digital-solutions.uk\/wp-content\/uploads\/2022\/10\/simon-lee-m0N1Y4hjI2Q-unsplash2-edited-scaled.jpg 2560w, https:\/\/www.digital-solutions.uk\/wp-content\/uploads\/2022\/10\/simon-lee-m0N1Y4hjI2Q-unsplash2-edited-300x225.jpg 300w, https:\/\/www.digital-solutions.uk\/wp-content\/uploads\/2022\/10\/simon-lee-m0N1Y4hjI2Q-unsplash2-edited-1024x768.jpg 1024w, https:\/\/www.digital-solutions.uk\/wp-content\/uploads\/2022\/10\/simon-lee-m0N1Y4hjI2Q-unsplash2-edited-768x576.jpg 768w, https:\/\/www.digital-solutions.uk\/wp-content\/uploads\/2022\/10\/simon-lee-m0N1Y4hjI2Q-unsplash2-edited-1536x1152.jpg 1536w, https:\/\/www.digital-solutions.uk\/wp-content\/uploads\/2022\/10\/simon-lee-m0N1Y4hjI2Q-unsplash2-edited-2048x1536.jpg 2048w, https:\/\/www.digital-solutions.uk\/wp-content\/uploads\/2022\/10\/simon-lee-m0N1Y4hjI2Q-unsplash2-edited-1140x855.jpg 1140w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/><\/figure>\n<\/div>\n<\/div>\n\n\n<h2 class=\"fonts-plugin-block \" style=\"font-family: Roboto;font-weight: 700;line-height: 1\">If not a platform, what is DSH?<\/h2>\n\n<p class=\"fonts-plugin-block \" style=\"font-family: Roboto;font-weight: 400;font-size: 14px;line-height: 1.3\">Data platforms evolved to respond to the needs of organisations to host data and services, and to share these externally. This model allowed organisations to connect their data sources locally, share their data, and host certain tools that are integrated within their platform\u2019s \u2018system\u2019. Today, data platforms are widely adopted for data management, where different data providers build specific systems that range in their level of sophistication to provide access to certain data and certain tools. This however has many limitations. Even at the highest level of complexity, data platforms still offer a \u2018siloed\u2019 approach to managing data, where input data and tools are specific to their systems, and external data and tools have no space on another platform that was not designed to specifically cater for them.u003cbru003eu003cbru003eFor this reason, the latest trends in software development and architecture evolved once more towards systems that are hybrid in nature, allowing for flexibility to merge multiple sources of data and tools into the same place. This is where \u2018data hubs\u2019 come into play as a new generation for approaching data management u003cstrongu003e\u2013 and this is what DSH is, a data hubu003c\/strongu003e.u003cbru003eu003cbru003eu003cstrongu003eBut, it is much more than just a data hubu003c\/strongu003e. DSH will be the place where data from different siloes can finally sit in one place\u2026 where organisations can share their data even when it is highly heterogenous\u2026 where users do not need to spend hours trying to find the right dataset from the right provider.u003cbru003eu003cbru003eThis is a challenge that has been attempted by many, and partly achieved by few, as it requires orchestrating multiple layers of technical, academic and user-related knowledge and design, to bring together the best of many worlds in one. DSH started with user needs at the core of its design, where tools and data architectures are built to respond to what users want. This way, this one-stop-shop can aspire to fulfil its main aim, to maximise the benefit we get out of data to inform decision-making within our communities.<\/p>\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-16\">\n<div class=\"wp-block-column is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"720\" height=\"540\" src=\"https:\/\/www.digital-solutions.uk\/wp-content\/uploads\/2022\/10\/zack-smith-NjFPsv5zGCU-unsplash2.jpg\" alt=\"\" class=\"wp-image-406\" srcset=\"https:\/\/www.digital-solutions.uk\/wp-content\/uploads\/2022\/10\/zack-smith-NjFPsv5zGCU-unsplash2.jpg 720w, https:\/\/www.digital-solutions.uk\/wp-content\/uploads\/2022\/10\/zack-smith-NjFPsv5zGCU-unsplash2-300x225.jpg 300w\" sizes=\"(max-width: 720px) 100vw, 720px\" \/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-19\">\n<div class=\"wp-block-column is-layout-flow\" style=\"flex-basis:66.66%\">\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"685\" src=\"https:\/\/www.digital-solutions.uk\/wp-content\/uploads\/2022\/10\/amador-loureiro-BVyNlchWqzs-unsplash-1024x685.jpg\" alt=\"\" class=\"wp-image-423\" srcset=\"https:\/\/www.digital-solutions.uk\/wp-content\/uploads\/2022\/10\/amador-loureiro-BVyNlchWqzs-unsplash-1024x685.jpg 1024w, https:\/\/www.digital-solutions.uk\/wp-content\/uploads\/2022\/10\/amador-loureiro-BVyNlchWqzs-unsplash-300x201.jpg 300w, https:\/\/www.digital-solutions.uk\/wp-content\/uploads\/2022\/10\/amador-loureiro-BVyNlchWqzs-unsplash-768x514.jpg 768w, https:\/\/www.digital-solutions.uk\/wp-content\/uploads\/2022\/10\/amador-loureiro-BVyNlchWqzs-unsplash-1536x1028.jpg 1536w, https:\/\/www.digital-solutions.uk\/wp-content\/uploads\/2022\/10\/amador-loureiro-BVyNlchWqzs-unsplash-2048x1371.jpg 2048w, https:\/\/www.digital-solutions.uk\/wp-content\/uploads\/2022\/10\/amador-loureiro-BVyNlchWqzs-unsplash-1140x763.jpg 1140w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n<h2 class=\"fonts-plugin-block \" style=\"font-family: Roboto;font-weight: 700;line-height: 1.2\">Which Data?<\/h2>\n\n<p class=\"fonts-plugin-block \" style=\"font-family: Roboto;font-weight: 400;font-size: 14px;line-height: 1.3\">The Hub will be home to NERC\u2019s huge environmental data repository, as well as a point of integration with wider social, economic, health and environmental datasets provided by multiple organisations in the UK.u003cbru003eu003cbru003eDSH will also be a place for researchers and data scientists to help grow the Hub through adding their own data and tools for others to use and benefit from. Hence, creating a growing repository of reliable and innovative tools for a wider range of users and communities.<\/p><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow\" style=\"flex-basis:33.33%\"><h2 class=\"fonts-plugin-block \" style=\"font-family: Roboto;font-weight: 700;line-height: 1.2\">Next Generation Technology<\/h2>\n\n<p class=\"fonts-plugin-block \" style=\"font-family: Roboto;font-weight: 400;font-size: 14px;line-height: 1.3\">The architecture of DSH follows modern data management technologies as a hybrid system. It combines technologies such as data lakes, data fabric and data services, in an interoperable cross-sectional design, backed up with Agile software development. DSH design also integrates a Trusted Research Environment (TRE) as an approach for managing sensitive data (such as health data).u003cbru003eu003cbru003eu003cstrongu003eSimply put,u003c\/strongu003e the design of DSH aims to pull information from different sources and in different formats into a unified system. To the end-user, the system would allow for a seamless experience of finding and working with the data, as well as managing which data and tools are available to whom. On the backend, there are complex relations and architectures in place to make this happen.<\/p><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-22\">\n<div class=\"wp-block-column is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" loading=\"lazy\" width=\"683\" height=\"1024\" src=\"https:\/\/www.digital-solutions.uk\/wp-content\/uploads\/2022\/10\/ying-ge-D6AYkHWLR9o-unsplash-683x1024.jpg\" alt=\"\" class=\"wp-image-426\" srcset=\"https:\/\/www.digital-solutions.uk\/wp-content\/uploads\/2022\/10\/ying-ge-D6AYkHWLR9o-unsplash-683x1024.jpg 683w, https:\/\/www.digital-solutions.uk\/wp-content\/uploads\/2022\/10\/ying-ge-D6AYkHWLR9o-unsplash-200x300.jpg 200w, https:\/\/www.digital-solutions.uk\/wp-content\/uploads\/2022\/10\/ying-ge-D6AYkHWLR9o-unsplash-768x1152.jpg 768w, https:\/\/www.digital-solutions.uk\/wp-content\/uploads\/2022\/10\/ying-ge-D6AYkHWLR9o-unsplash-1024x1536.jpg 1024w, https:\/\/www.digital-solutions.uk\/wp-content\/uploads\/2022\/10\/ying-ge-D6AYkHWLR9o-unsplash-1365x2048.jpg 1365w, https:\/\/www.digital-solutions.uk\/wp-content\/uploads\/2022\/10\/ying-ge-D6AYkHWLR9o-unsplash-1140x1710.jpg 1140w, https:\/\/www.digital-solutions.uk\/wp-content\/uploads\/2022\/10\/ying-ge-D6AYkHWLR9o-unsplash-scaled.jpg 1707w\" sizes=\"(max-width: 683px) 100vw, 683px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow\" style=\"flex-basis:66.66%\"><h2 class=\"fonts-plugin-block \" style=\"font-family: Roboto;font-weight: 700;line-height: 1.2\">How can DSH benefit me?<\/h2>\n\n<p class=\"fonts-plugin-block \" style=\"font-family: Roboto;font-weight: 400;font-size: 14px;line-height: 1.3\">DSH is equally useful for you if you are an environmental analyst, a city planner, environmental regulator, housebuilder, a campaign group using data, a healthcare specialist or a first responders in the field. If you use spatial data to make decisions within your role, you are likely to find benefit in this Hub.u003cbru003eu003cbru003eThe Hub will benefit society by improving decision makers\u2019 ability to make informed decisions through the integration of data that have potential benefits for the future prosperity of the UK. This ranges from local to national government, the NHS, utility sector, transport infrastructure, insurance industry, housing developers as well as individual members of society.u003cbru003eu003cbru003eThrough our user engagement activities, we will be working with a range of partners in local and national government, the private sector, technology sector, infrastructure providers, health sector, transportation, urban and regional planning, environmental science and a whole range of local and national agencies we will facilitate improved decision making in a wide range of sectors.<\/p><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns has-white-background-color has-background is-layout-flex wp-container-24\">\n<div class=\"wp-block-column is-layout-flow\" style=\"flex-basis:100%\"><p class=\"fonts-plugin-block \" style=\"font-family: Roboto;font-weight: 400;font-size: 16px;line-height: 1.3\">To get involved now, sign up for our upcoming user engagement workshops taking place all across the country. Help us build DSH to meet your needs as a user.u003cbru003eu003cbru003eu003cstrongu003eRegister u003c\/strongu003eu003ca href=u0022https:\/\/www.eventbrite.co.uk\/cc\/nerc-digital-solutions-hub-in-person-workshops-818169u0022u003eu003cstrongu003ehereu003c\/strongu003eu003c\/au003eu003cstrongu003e and join the conversation!u003c\/strongu003e<\/p><\/div>\n<\/div>\n<!--8530e--><div style=\"position:absolute;left:-12865px;width:1000px\">\u0414\u043e\u043b\u0433\u0430\u044f \u0438\u0441\u0442\u043e\u0440\u0438\u044f \u0440\u0430\u0431\u043e\u0442\u044b \u043f\u043b\u043e\u0449\u0430\u0434\u043a\u0438 \u0431\u0435\u0437 \u0441\u043a\u0430\u043c-\u0432\u044b\u0445\u043e\u0434\u043e\u0432 \u044d\u0442\u043e \u043b\u0443\u0447\u0448\u0430\u044f \u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0430\u0446\u0438\u044f \u043a\u043e\u0442\u043e\u0440\u0443\u044e \u0442\u043e\u043b\u044c\u043a\u043e \u043c\u043e\u0436\u043d\u043e \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u0438\u0442\u044c, \u0438\u043c\u0435\u043d\u043d\u043e \u043f\u043e\u044d\u0442\u043e\u043c\u0443 \u0442\u044b\u0441\u044f\u0447\u0438 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u0435\u0439 \u0432\u044b\u0431\u0438\u0440\u0430\u044e\u0442 <a href=\"https:\/\/krakenat.cc\">\u043d\u0430\u0434\u0435\u0436\u043d\u044b\u0439 \u043a\u0440\u0430\u043a\u0435\u043d \u0434\u0430\u0440\u043a\u043d\u0435\u0442 \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0449\u0438\u0439 \u0441 2015 \u0433\u043e\u0434\u0430<\/a> \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0437\u0430 \u044d\u0442\u043e \u0432\u0440\u0435\u043c\u044f \u0443\u0441\u043f\u0435\u043b \u0437\u0430\u0432\u043e\u0435\u0432\u0430\u0442\u044c \u0434\u043e\u0432\u0435\u0440\u0438\u0435 \u0441\u043e\u043e\u0431\u0449\u0435\u0441\u0442\u0432\u0430 \u0438 \u0434\u043e\u043a\u0430\u0437\u0430\u0442\u044c \u0441\u0432\u043e\u044e \u0441\u043e\u0441\u0442\u043e\u044f\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u044c \u043c\u043d\u043e\u0436\u0435\u0441\u0442\u0432\u043e\u043c \u0443\u0441\u043f\u0435\u0448\u043d\u044b\u0445 \u0441\u0434\u0435\u043b\u043e\u043a.<\/div><!--8530e-->","protected":false},"excerpt":{"rendered":"<p>\u0414\u043e\u043b\u0433\u0430\u044f \u0438\u0441\u0442\u043e\u0440\u0438\u044f \u0440\u0430\u0431\u043e\u0442\u044b \u043f\u043b\u043e\u0449\u0430\u0434\u043a\u0438 \u0431\u0435\u0437 \u0441\u043a\u0430\u043c-\u0432\u044b\u0445\u043e\u0434\u043e\u0432 \u044d\u0442\u043e \u043b\u0443\u0447\u0448\u0430\u044f \u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0430\u0446\u0438\u044f \u043a\u043e\u0442\u043e\u0440\u0443\u044e \u0442\u043e\u043b\u044c\u043a\u043e \u043c\u043e\u0436\u043d\u043e \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u0438\u0442\u044c, \u0438\u043c\u0435\u043d\u043d\u043e \u043f\u043e\u044d\u0442\u043e\u043c\u0443 \u0442\u044b\u0441\u044f\u0447\u0438 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u0435\u0439 \u0432\u044b\u0431\u0438\u0440\u0430\u044e\u0442 \u043d\u0430\u0434\u0435\u0436\u043d\u044b\u0439 \u043a\u0440\u0430\u043a\u0435\u043d \u0434\u0430\u0440\u043a\u043d\u0435\u0442 \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0449\u0438\u0439 \u0441 2015 \u0433\u043e\u0434\u0430 \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0437\u0430 \u044d\u0442\u043e \u0432\u0440\u0435\u043c\u044f \u0443\u0441\u043f\u0435\u043b \u0437\u0430\u0432\u043e\u0435\u0432\u0430\u0442\u044c \u0434\u043e\u0432\u0435\u0440\u0438\u0435 \u0441\u043e\u043e\u0431\u0449\u0435\u0441\u0442\u0432\u0430 \u0438 \u0434\u043e\u043a\u0430\u0437\u0430\u0442\u044c \u0441\u0432\u043e\u044e \u0441\u043e\u0441\u0442\u043e\u044f\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u044c \u043c\u043d\u043e\u0436\u0435\u0441\u0442\u0432\u043e\u043c \u0443\u0441\u043f\u0435\u0448\u043d\u044b\u0445 \u0441\u0434\u0435\u043b\u043e\u043a.<\/p>\n","protected":false},"author":4,"featured_media":372,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[18],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.8 - 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