{"id":17570,"date":"2023-06-29T08:00:59","date_gmt":"2023-06-29T06:00:59","guid":{"rendered":"https:\/\/www.welovecycling.com\/hu\/?p=17570"},"modified":"2023-07-03T11:02:16","modified_gmt":"2023-07-03T09:02:16","slug":"a-big-data-szerepe-a-kerekparos-barat-varostervezesben","status":"publish","type":"post","link":"https:\/\/www.welovecycling.com\/hu\/varosi-kerekparozas\/a-big-data-szerepe-a-kerekparos-barat-varostervezesben\/","title":{"rendered":"A Big Data szerepe a ker\u00e9kp\u00e1ros-bar\u00e1t v\u00e1rostervez\u00e9sben"},"content":{"rendered":"<p><strong>Egyre ink\u00e1bb urbaniz\u00e1lt vil\u00e1gunkban a fenntarthat\u00f3, hat\u00e9kony \u00e9s \u00e9lhet\u0151 v\u00e1rosok l\u00e9trehoz\u00e1s\u00e1nak kih\u00edv\u00e1sa kulcsfontoss\u00e1g\u00fav\u00e1 v\u00e1lt. A ker\u00e9kp\u00e1roz\u00e1s egyre n\u00e9pszer\u0171bb v\u00e1laszt\u00e1s a v\u00e1rosi mobilit\u00e1s fejleszt\u00e9se sor\u00e1n alkalmazott k\u00fcl\u00f6nf\u00e9le strat\u00e9gi\u00e1k k\u00f6z\u00f6tt. Ez a biciklis-bar\u00e1t v\u00e1rosok el\u0151mozd\u00edt\u00e1s\u00e1ban tapasztalt n\u00f6veked\u00e9s jelent\u0151s m\u00e9rt\u00e9kben a Big Data erej\u00e9nek k\u00f6sz\u00f6nhet\u0151.<\/strong><\/p>\n<p><!--more--><\/p>\n<p>A Big Data olyan hatalmas mennyis\u00e9g\u0171 inform\u00e1ci\u00f3t jelent, amelyeket naponta gener\u00e1lunk \u00e9s gy\u0171jt\u00fcnk, k\u00fcl\u00f6nb\u00f6z\u0151 forr\u00e1sokb\u00f3l \u00e9s k\u00fcl\u00f6nb\u00f6z\u0151 form\u00e1tumokban. Ezek az adatok, ha megfelel\u0151en ki vannak akn\u00e1zva, \u00e9rt\u00e9kes betekint\u00e9st ny\u00fajtanak a mint\u00e1zatokba, tendenci\u00e1kba \u00e9s trendekbe, k\u00fcl\u00f6n\u00f6sen az emberi viselked\u00e9ssel kapcsolatban. Az egyik ter\u00fclet, ahol ez a potenci\u00e1l kezd kibontakozni, az a biciklis-bar\u00e1t v\u00e1rosok tervez\u00e9se \u00e9s fejleszt\u00e9se.<\/p>\n<h2><strong>V\u00e1rosi tervez\u00e9s<\/strong><\/h2>\n<p>A Big Data felhaszn\u00e1l\u00e1s\u00e1val a v\u00e1rosi tervez\u0151k \u00e9s d\u00f6nt\u00e9shoz\u00f3k m\u00e9lyebb meg\u00e9rt\u00e9st szerezhetnek a megl\u00e9v\u0151 ker\u00e9kp\u00e1roz\u00e1si infrastrukt\u00far\u00e1r\u00f3l \u00e9s haszn\u00e1lati mint\u00e1kr\u00f3l. P\u00e9ld\u00e1ul az adatok felfedhetik a gyakran haszn\u00e1lt \u00fatvonalakat, a cs\u00facsid\u0151ben hasznosnak bizonyult megold\u00e1sokat illetve hi\u00e1nyoss\u00e1gokat, \u00e9s a baleseti g\u00f3cpontokat. Ez az inform\u00e1ci\u00f3 l\u00e9tfontoss\u00e1g\u00fa a hivatalos szem\u00e9lyek sz\u00e1m\u00e1ra abban, hogy t\u00e1j\u00e9kozott d\u00f6nt\u00e9seket hozzanak az infrastrukt\u00fara beruh\u00e1z\u00e1sainak priorit\u00e1sair\u00f3l, p\u00e9ld\u00e1ul ker\u00e9kp\u00e1rs\u00e1vokr\u00f3l, ker\u00e9kp\u00e1rk\u00f6lcs\u00f6nz\u0151 \u00e1llom\u00e1sokr\u00f3l vagy parkol\u00f3helyekr\u0151l.<\/p>\n<p style=\"font-weight: 400;\">Ennek egyik ragyog\u00f3 p\u00e9ld\u00e1ja a d\u00e1n f\u0151v\u00e1ros, Koppenh\u00e1ga. Ez a v\u00e1ros, amelyet a vil\u00e1g egyik legbiciklis-bar\u00e1tabb v\u00e1rosak\u00e9nt ismer\u00fcnk, szenzorokat \u00e9s RFID-olvas\u00f3kat telep\u00edtett v\u00e1ros-szerte, hogy adatokat gy\u0171jts\u00f6n a ker\u00e9kp\u00e1ros forgalomr\u00f3l. A ker\u00e9kp\u00e1rosok viselked\u00e9s\u00e9vel kapcsolatos betekint\u00e9sek, p\u00e9ld\u00e1ul a cs\u00facsid\u0151ben t\u00f6rt\u00e9n\u0151 utak id\u0151pontja, a n\u00e9pszer\u0171 \u00fatvonalak \u00e9s a ker\u00e9kp\u00e1ros sebess\u00e9gek alapj\u00e1n t\u00f6rt\u00e9ntek a strat\u00e9giai fejleszt\u00e9sek az infrastrukt\u00far\u00e1ban. P\u00e9ld\u00e1ul a v\u00e1ros &#8220;z\u00f6ld hull\u00e1mokat&#8221; \u00e9p\u00edtett ki (a k\u00f6zleked\u00e9si jelz\u00e9sek koordin\u00e1lt elhelyez\u00e9se, amely lehet\u0151v\u00e9 teszi a ker\u00e9kp\u00e1rosoknak, hogy meg\u00e1ll\u00e1s n\u00e9lk\u00fcl haladjanak \u00e1t a keresztez\u0151d\u00e9seken), t\u00f6bb forgalmas \u00fatvonalon az adatok alapj\u00e1n, amelyek megmutatt\u00e1k, hogy mikor \u00e9s hol ker\u00e9kp\u00e1roznak a legt\u00f6bben.<\/p>\n<figure id=\"attachment_17283\" aria-describedby=\"caption-attachment-17283\" style=\"width: 1000px\" class=\"wp-caption alignnone\"><a href=\"https:\/\/d2p6e6u75xmxt8.cloudfront.net\/12\/2023\/04\/Copenhagen-Bicycles-profimedia-0708795474.webp\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-17283 size-full\" src=\"https:\/\/d2p6e6u75xmxt8.cloudfront.net\/12\/2023\/04\/Copenhagen-Bicycles-profimedia-0708795474.webp\" alt=\"Copenhagen\" width=\"1000\" height=\"664\" srcset=\"https:\/\/d2p6e6u75xmxt8.cloudfront.net\/12\/2023\/04\/Copenhagen-Bicycles-profimedia-0708795474.webp 1000w, https:\/\/d2p6e6u75xmxt8.cloudfront.net\/12\/2023\/04\/Copenhagen-Bicycles-profimedia-0708795474-300x199.webp 300w, https:\/\/d2p6e6u75xmxt8.cloudfront.net\/12\/2023\/04\/Copenhagen-Bicycles-profimedia-0708795474-768x510.webp 768w, https:\/\/d2p6e6u75xmxt8.cloudfront.net\/12\/2023\/04\/Copenhagen-Bicycles-profimedia-0708795474-400x266.webp 400w, https:\/\/d2p6e6u75xmxt8.cloudfront.net\/12\/2023\/04\/Copenhagen-Bicycles-profimedia-0708795474-272x182.webp 272w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/a><figcaption id=\"caption-attachment-17283\" class=\"wp-caption-text\">Koppenh\u00e1ga, a vil\u00e1g egyik legbiciklibar\u00e1tabb v\u00e1rosa. \u00a9 Profimedia<\/figcaption><\/figure>\n<h2><strong>El\u0151rejelz\u0151 elemz\u00e9s<\/strong><\/h2>\n<p>A Big Data el\u0151rejelz\u0151 k\u00e9pess\u00e9gei egy m\u00e1sik fontos t\u00e9nyez\u0151t jelentenek a biciklis-bar\u00e1t v\u00e1rosok kialak\u00edt\u00e1s\u00e1ban. Az el\u0151rejelz\u0151 elemz\u00e9s seg\u00edthet meghat\u00e1rozni a lehets\u00e9ges infrastruktur\u00e1lis vagy politikai v\u00e1ltoz\u00e1sok hat\u00e1s\u00e1t, m\u00e9g azok megt\u00f6rt\u00e9nte el\u0151tt. P\u00e9ld\u00e1ul egy tervezett ker\u00e9kp\u00e1roz\u00e1si \u00fath\u00e1l\u00f3zatot virtu\u00e1lisan tesztelhet\u00fcnk a megl\u00e9v\u0151 adatok alapj\u00e1n a munk\u00e1ba j\u00e1r\u00f3k viselked\u00e9se, a forgalmi mint\u00e1k \u00e9s a k\u00f6z\u00fati biztons\u00e1g tekintet\u00e9ben. Ez lehet\u0151v\u00e9 teszi a hat\u00e9konyabb \u00e9s k\u00f6lts\u00e9gtudatosabb tervez\u00e9si folyamatot.<\/p>\n<h2><strong>K\u00f6z\u00f6ss\u00e9gi r\u00e9szv\u00e9tel<\/strong><\/h2>\n<p>A Big Data el\u0151seg\u00edti a sz\u00e9lesebb k\u00f6r\u0171 k\u00f6z\u00f6ss\u00e9gi r\u00e9szv\u00e9telt a d\u00f6tn\u00e9sekben. A v\u00e1rosi hat\u00f3s\u00e1gok az adatokat hozz\u00e1f\u00e9rhet\u0151v\u00e9 \u00e9s \u00e9rthet\u0151v\u00e9 t\u00e9ve \u00f6szt\u00f6n\u00f6zhetik a lakosokat a ker\u00e9kp\u00e1ros infrastrukt\u00fara fejleszt\u00e9s\u00e9nek el\u0151seg\u00edt\u00e9s\u00e9re. Ez lehet k\u00f6z\u00f6ss\u00e9gi t\u00e9rk\u00e9pez\u00e9si projekt, nyilv\u00e1nos felm\u00e9r\u00e9s vagy szavaz\u00e1s. A lakoss\u00e1g bevon\u00e1sa fokozhatja a k\u00f6z\u00f6ss\u00e9gi tulajdon \u00e9rzet\u00e9t \u00e9s el\u0151seg\u00edtheti a ker\u00e9kp\u00e1ros infrastrukt\u00fara haszn\u00e1lat\u00e1t, amint az elk\u00e9sz\u00fcl.<\/p>\n<h2><strong>Forgalomir\u00e1ny\u00edt\u00e1s<\/strong><\/h2>\n<p>A val\u00f3s idej\u0171 adatok felhaszn\u00e1l\u00e1sa jelent\u0151sen hozz\u00e1j\u00e1rulhat a v\u00e1rosi k\u00f6zleked\u00e9s ir\u00e1ny\u00edt\u00e1s\u00e1hoz. A ker\u00e9kp\u00e1rosok \u00e1raml\u00e1s\u00e1nak meg\u00e9rt\u00e9se b\u00e1rmely adott pillanatban seg\u00edthet a k\u00f6zleked\u00e9si jelz\u0151l\u00e1mp\u00e1k id\u0151z\u00edt\u00e9s\u00e9nek m\u00f3dos\u00edt\u00e1s\u00e1ban, a dinamikus k\u00f6zleked\u00e9si ir\u00e1ny\u00edt\u00e1si int\u00e9zked\u00e9sek bevezet\u00e9s\u00e9ben, s\u0151t a ker\u00e9kp\u00e1rosok \u00e9s aut\u00f3sok r\u00e9sz\u00e9re val\u00f3s idej\u0171 biztons\u00e1gi figyelmeztet\u00e9sek kibocs\u00e1t\u00e1s\u00e1ban is. Az ilyen int\u00e9zked\u00e9sek seg\u00edthetnek a torl\u00f3d\u00e1s cs\u00f6kkent\u00e9s\u00e9ben, a k\u00f6z\u00fati biztons\u00e1g jav\u00edt\u00e1s\u00e1ban \u00e9s a ker\u00e9kp\u00e1roz\u00e1s megb\u00edzhat\u00f3s\u00e1g\u00e1nak el\u0151mozd\u00edt\u00e1s\u00e1ban.<\/p>\n<p>Egy \u00e9kes p\u00e9ld\u00e1t erre New York City ny\u00fajt. A v\u00e1ros k\u00f6zbringa programja, a Citi Bike, hatalmas mennyis\u00e9g\u0171 nyilv\u00e1nosan hozz\u00e1f\u00e9rhet\u0151 adatot gener\u00e1l a biciklik haszn\u00e1lat\u00e1r\u00f3l, bele\u00e9rtve az utaz\u00e1sok kezd\u0151- \u00e9s v\u00e9g\u00e1llom\u00e1sait, utaz\u00e1si id\u0151tartamokat \u00e9s egyebeket. Ez az inform\u00e1ci\u00f3 d\u00f6nt\u0151 szerepet j\u00e1tszott az \u00faj ker\u00e9kp\u00e1r\u00e1llom\u00e1sok hozz\u00e1ad\u00e1s\u00e1ban \u00e9s a ker\u00e9kp\u00e1rok \u00e1trendez\u00e9s\u00e9vel kapcsolatos d\u00f6nt\u00e9sek meghozatal\u00e1ban, hogy megfeleljenek a nap folyam\u00e1n jelentkez\u0151 keresleti mint\u00e1knak. Tov\u00e1bb\u00e1, m\u00e1s adatk\u00e9szletekkel kombin\u00e1lva, ezeket az adatokat felhaszn\u00e1lt\u00e1k a v\u00e1ros &#8220;Vision Zero&#8221; kezdem\u00e9nyez\u00e9se keret\u00e9ben a probl\u00e9m\u00e1s keresztez\u0151d\u00e9sek \u00e9s szakaszok azonos\u00edt\u00e1s\u00e1ra \u00e9s jav\u00edt\u00e1s\u00e1ra ir\u00e1nyul\u00f3 int\u00e9zked\u00e9sek fejleszt\u00e9s\u00e9hez, ez\u00e1ltal jav\u00edtva az \u00fatbiztons\u00e1got.<\/p>\n<h2><strong>K\u00f6rnyezeti hat\u00e1svizsg\u00e1lat<\/strong><\/h2>\n<p>V\u00e9g\u00fcl, a Big Data seg\u00edthet a ker\u00e9kp\u00e1roz\u00e1s el\u0151mozd\u00edt\u00e1s\u00e1ban a k\u00f6rnyezeti hat\u00e1s\u00e1nak felm\u00e9r\u00e9s\u00e9vel. A k\u00e1rosanyag-kibocs\u00e1t\u00e1s, a zajszennyez\u00e9s \u00e9s az energiafogyaszt\u00e1s adatainak \u00f6sszehasonl\u00edt\u00e1s\u00e1val meghat\u00e1rozhatjuk a ker\u00e9kp\u00e1roz\u00e1s k\u00f6rnyezeti el\u0151nyeit m\u00e1s k\u00f6zleked\u00e9si m\u00f3dokkal szemben. Ez pedig er\u0151s \u00e9rv tov\u00e1bbi beruh\u00e1z\u00e1sokra.<\/p>\n<p style=\"font-weight: 400;\">A Big Data kulcsfontoss\u00e1g\u00fa szerepet j\u00e1tszik a biciklis-bar\u00e1t v\u00e1rosok kialak\u00edt\u00e1s\u00e1ban. \u00c9rt\u00e9kes betekint\u00e9st ny\u00fajt a munk\u00e1ba j\u00e1r\u00f3k viselked\u00e9s\u00e9be, az infrastrukt\u00fara haszn\u00e1lat\u00e1ba, a forgalomir\u00e1ny\u00edt\u00e1sba \u00e9s a k\u00f6rnyezeti hat\u00e1sokba, lehet\u0151v\u00e9 t\u00e9ve a v\u00e1rosi tervez\u0151knek, hogy t\u00e1j\u00e9kozott d\u00f6nt\u00e9seket hozzanak. Ahogy a technol\u00f3gia folyamatosan fejl\u0151dik \u00e9s az \u00e1ltalunk gener\u00e1lt \u00e9s gy\u0171jt\u00f6tt adatmennyis\u00e9g n\u00f6vekszik, a Big Data szerepe a fenntarthat\u00f3, hat\u00e9kony \u00e9s \u00e9lhet\u0151 v\u00e1rosok kialak\u00edt\u00e1s\u00e1ban csak m\u00e9g ink\u00e1bb meghat\u00e1roz\u00f3v\u00e1 v\u00e1lik.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Egyre ink\u00e1bb urbaniz\u00e1lt vil\u00e1gunkban a fenntarthat\u00f3, hat\u00e9kony \u00e9s \u00e9lhet\u0151 v\u00e1rosok l\u00e9trehoz\u00e1s\u00e1nak kih\u00edv\u00e1sa kulcsfontoss\u00e1g\u00fav\u00e1 v\u00e1lt. A ker\u00e9kp\u00e1roz\u00e1s egyre n\u00e9pszer\u0171bb v\u00e1laszt\u00e1s a [&hellip;]<\/p>\n","protected":false},"author":71,"featured_media":17572,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[9],"tags":[],"global-categories":[],"class_list":["post-17570","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-varosi-kerekparozas"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.3 (Yoast SEO v25.9) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>A Big Data szerepe a ker\u00e9kp\u00e1ros-bar\u00e1t v\u00e1rostervez\u00e9sben<\/title>\n<meta name=\"description\" content=\"Egyre ink\u00e1bb urbaniz\u00e1lt vil\u00e1gunkban a fenntarthat\u00f3, hat\u00e9kony \u00e9s \u00e9lhet\u0151 v\u00e1rosok l\u00e9trehoz\u00e1s\u00e1nak kih\u00edv\u00e1sa kulcsfontoss\u00e1g\u00fav\u00e1 v\u00e1lt. A ker\u00e9kp\u00e1roz\u00e1s egyre n\u00e9pszer\u0171bb v\u00e1laszt\u00e1s a v\u00e1rosi mobilit\u00e1s fejleszt\u00e9se sor\u00e1n alkalmazott k\u00fcl\u00f6nf\u00e9le strat\u00e9gi\u00e1k k\u00f6z\u00f6tt. 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