{"id":27822,"date":"2023-05-05T09:50:00","date_gmt":"2023-05-05T12:50:00","guid":{"rendered":"https:\/\/mindthegraph.com\/blog\/?p=27822"},"modified":"2023-05-16T08:55:40","modified_gmt":"2023-05-16T11:55:40","slug":"what-is-geospatial-analysis","status":"publish","type":"post","link":"https:\/\/mindthegraph.com\/blog\/tr\/jeo-uzamsal-analiz-ne-dir\/","title":{"rendered":"Jeo-uzamsal Analiz Nedir? Ger\u00e7ek Plan \u00d6ncesi Plan"},"content":{"rendered":"<p>Bir bina i\u00e7in yerle\u015fim plan\u0131 yaparken veya acil durum plan\u0131 olu\u015ftururken, mekan\u0131n co\u011frafi konumunu bilmeniz olduk\u00e7a \u00f6nemlidir. \u00c7o\u011fu insan \u00e7evreyi fark etmekte ba\u015far\u0131s\u0131z olur, bunun yerine sadece binaya ve altyap\u0131s\u0131na odaklan\u0131r. Son g\u00fcnlerde daha fazla bina \u00e7\u00f6kmesinin nedeni budur, \u00e7\u00fcnk\u00fc planlay\u0131c\u0131 konumu dikkate almam\u0131\u015ft\u0131r.<\/p>\n\n\n\n<p>Planlamadan \u00f6nce co\u011frafi verileri kontrol etme olgusu co\u011frafi analiz olarak bilinir. Daha tekniktir ve bir plan olu\u015fturmalar\u0131na yard\u0131mc\u0131 olan istatistiksel verileri ve analitikleri i\u00e7erir. Bu makalede, a\u015fa\u011f\u0131dakiler hakk\u0131nda ayr\u0131nt\u0131l\u0131 bilgi edinece\u011fiz <strong>jeo-uzamsal anali\u0307z nedi\u0307r<\/strong>amac\u0131, faydalar\u0131 ve zorluklar\u0131 hakk\u0131nda bilgi sahibi olman\u0131za ve bundan sonra jeo-uzay hakk\u0131nda net bir fark\u0131ndal\u0131\u011fa sahip olman\u0131za yard\u0131mc\u0131 olaca\u011f\u0131n\u0131 umuyoruz.<\/p>\n\n\n\n<h2>Jeo-uzamsal Analiz Nedir?<\/h2>\n\n\n\n<p>Jeo-uzamsal analiz, belirli bir konum veya co\u011frafi alanla ili\u015fkili verileri kullanan bir analiz t\u00fcr\u00fcd\u00fcr. Bu, ger\u00e7ek zamanl\u0131 co\u011frafi verileri kullanan ve karar verme s\u00fcrecine yard\u0131mc\u0131 olan co\u011frafi veri analizi olarak da bilinir.&nbsp;<\/p>\n\n\n\n<p>Jeo-uzamsal analiz, karar alma s\u00fcre\u00e7lerini bilgilendirebilecek kal\u0131plar\u0131, e\u011filimleri ve i\u00e7g\u00f6r\u00fcleri ortaya \u00e7\u0131karmak i\u00e7in co\u011frafi verilerin toplanmas\u0131n\u0131, g\u00f6r\u00fcnt\u00fclenmesini, manip\u00fcle edilmesini ve yorumlanmas\u0131n\u0131 i\u00e7erir. Co\u011frafi analiz, farkl\u0131 veri setleri aras\u0131ndaki mekansal ili\u015fkilerin ke\u015ffedilmesini sa\u011flamak i\u00e7in Co\u011frafi Bilgi Sistemi (CBS) teknolojisini istatistiksel ve mekansal analiz ara\u00e7lar\u0131yla birle\u015ftirir.&nbsp;<\/p>\n\n\n\n<p>Jeo-uzamsal analiz, kentsel planlama, \u00e7evre y\u00f6netimi, do\u011fal kaynak y\u00f6netimi, acil m\u00fcdahale planlamas\u0131, i\u015f yeri konum planlamas\u0131 ve \u00e7ok daha fazlas\u0131 dahil olmak \u00fczere geni\u015f bir uygulama yelpazesine sahiptir.&nbsp;<\/p>\n\n\n\n<p>Di\u011fer \u015feylerin yan\u0131 s\u0131ra arazi kullan\u0131m\u0131, n\u00fcfus yo\u011funlu\u011fu, topografya, hava durumu ve altyap\u0131 gibi verilerin analizini i\u00e7erebilir. Analiz yerel, b\u00f6lgesel veya k\u00fcresel \u00f6l\u00e7ekte ger\u00e7ekle\u015ftirilebilir ve verilerin niteli\u011fine ve analizin kullan\u0131m amac\u0131na ba\u011fl\u0131 olarak \u00e7e\u015fitli karma\u015f\u0131kl\u0131k d\u00fczeylerini i\u00e7erebilir.<\/p>\n\n\n\n<h2>Jeo-uzamsal Teknoloji Nedir?<\/h2>\n\n\n\n<p>Jeo-uzamsal teknoloji, d\u00fcnya y\u00fczeyinin fiziksel \u00f6zellikleri ve karakteristikleri hakk\u0131ndaki bilgileri yakalamak, analiz etmek ve g\u00f6rselle\u015ftirmek i\u00e7in Co\u011frafi Bilgi Sistemleri (CBS), uzaktan alg\u0131lama, K\u00fcresel Konumland\u0131rma Sistemleri (GPS) ve di\u011fer jeo-uzamsal veri ve ara\u00e7lar\u0131n kullan\u0131m\u0131n\u0131 ifade eder.<\/p>\n\n\n\n<p>CBS, jeo-uzamsal verilerin d\u00fczenlenmesi, analiz edilmesi ve g\u00f6r\u00fcnt\u00fclenmesi i\u00e7in bir \u00e7er\u00e7eve sa\u011flayan jeo-uzamsal teknolojinin temelidir. Uydu g\u00f6r\u00fcnt\u00fcleri, LiDAR ve hava foto\u011fraf\u00e7\u0131l\u0131\u011f\u0131 gibi uzaktan alg\u0131lama teknolojisi, D\u00fcnya y\u00fczeyi hakk\u0131nda y\u00fcksek \u00e7\u00f6z\u00fcn\u00fcrl\u00fckl\u00fc verileri yakalamak i\u00e7in kullan\u0131l\u0131r.&nbsp;<\/p>\n\n\n\n<p>GPS teknolojisi, nesnelerin veya insanlar\u0131n konumunu ve hareketini yakalamak ve saklamak i\u00e7in kullan\u0131l\u0131rken, ayn\u0131 zamanda jeo-uzamsal analiz i\u00e7in bir referans noktas\u0131 sa\u011flar.<\/p>\n\n\n\n<p>Bu teknolojiler ve veri kaynaklar\u0131 birlikte, jeo-uzamsal analistlerin ve profesyonellerin arazi kullan\u0131m\u0131, \u00e7evresel fakt\u00f6rler, do\u011fal kaynaklar ve n\u00fcfus demografisi gibi karma\u015f\u0131k co\u011frafi kal\u0131plar\u0131 ve ili\u015fkileri anlamalar\u0131n\u0131 ve yorumlamalar\u0131n\u0131 sa\u011flar.<\/p>\n\n\n\n<h2>&nbsp;Jeo-uzamsal Analiz Ger\u00e7ek Zamanl\u0131 Olarak Nas\u0131l Kullan\u0131l\u0131r?<\/h2>\n\n\n\n<p>Jeo-uzamsal veri analizi, verileri co\u011frafi konumlar\u0131na g\u00f6re analiz etmek ve yorumlamak i\u00e7in \u00e7e\u015fitli alanlarda kullan\u0131l\u0131r. \u0130\u015fte jeo-uzamsal veri analiti\u011finin ger\u00e7ek hayatta nas\u0131l kullan\u0131ld\u0131\u011f\u0131na dair sekiz jeo-uzamsal analiz \u00f6rne\u011fi:&nbsp;<\/p>\n\n\n\n<ol>\n<li>Kentsel planlama<\/li>\n<\/ol>\n\n\n\n<p>Jeo-uzamsal veri analizi, kentsel alanlarda n\u00fcfusun, altyap\u0131n\u0131n ve arazi kullan\u0131m\u0131n\u0131n mekansal da\u011f\u0131l\u0131m\u0131n\u0131 analiz etmek ve anlamak i\u00e7in kullan\u0131l\u0131r. Bu bilgiler, \u015fehir planlamac\u0131lar\u0131n\u0131n \u015fehir planlamas\u0131 ve geli\u015fimi hakk\u0131nda bilin\u00e7li kararlar almas\u0131na yard\u0131mc\u0131 olabilir.<\/p>\n\n\n\n<p><strong>Ayr\u0131ca Okuyun:<\/strong> <a href=\"https:\/\/mindthegraph.com\/blog\/urban-computing-challenges-big-cities\/\">Kentsel Bili\u015fim: B\u00fcy\u00fck \u015eehirlerin B\u00fcy\u00fck Zorluklar\u0131yla Y\u00fczle\u015fmek<\/a><\/p>\n\n\n\n<ol start=\"2\">\n<li>&nbsp;Do\u011fal kaynak y\u00f6netimi<\/li>\n<\/ol>\n\n\n\n<p>Jeo-uzamsal veri analizi ormanlar, su yollar\u0131 ve bal\u0131k\u00e7\u0131l\u0131k gibi do\u011fal kaynaklar\u0131 izlemek ve y\u00f6netmek i\u00e7in kullan\u0131l\u0131r. Bu bilgiler, kaynak y\u00f6neticilerinin bu kaynaklar\u0131n korunmas\u0131 ve s\u00fcrd\u00fcr\u00fclebilir y\u00f6netimi hakk\u0131nda bilin\u00e7li kararlar almas\u0131na yard\u0131mc\u0131 olabilir.<\/p>\n\n\n\n<ol start=\"3\">\n<li>&nbsp;\u00c7evre y\u00f6netimi<\/li>\n<\/ol>\n\n\n\n<p>Jeo-uzamsal veri analizi, kirlilik seviyelerini ve di\u011fer \u00e7evresel tehlikeleri izlemek ve de\u011ferlendirmek i\u00e7in kullan\u0131l\u0131r. Bu bilgiler, \u00e7evre y\u00f6neticilerinin \u00e7evresel sorunlar\u0131n iyile\u015ftirilmesi ve \u00f6nlenmesi konusunda bilin\u00e7li kararlar almas\u0131na yard\u0131mc\u0131 olabilir.<\/p>\n\n\n\n<ol start=\"4\">\n<li>Acil durum m\u00fcdahale planlamas\u0131<\/li>\n<\/ol>\n\n\n\n<p>Jeo-uzamsal veri analizi, itfaiye istasyonlar\u0131, hastaneler ve tahliye yollar\u0131 gibi acil durum m\u00fcdahale kaynaklar\u0131n\u0131 haritalamak ve analiz etmek i\u00e7in kullan\u0131l\u0131r. Bu bilgiler acil durum planlamac\u0131lar\u0131n\u0131n acil durum m\u00fcdahale planlamas\u0131 hakk\u0131nda bilin\u00e7li kararlar almas\u0131na yard\u0131mc\u0131 olabilir.<\/p>\n\n\n\n<ol start=\"5\">\n<li>Tar\u0131m<\/li>\n<\/ol>\n\n\n\n<p>Jeo-uzamsal veri analizi toprak kalitesini, mahsul verimini ve iklim verilerini analiz etmek i\u00e7in kullan\u0131l\u0131r. Bu bilgiler \u00e7ift\u00e7ilerin ekim, g\u00fcbreleme ve hasat konular\u0131nda do\u011fru kararlar almas\u0131na yard\u0131mc\u0131 olabilir.<\/p>\n\n\n\n<ol start=\"6\">\n<li>&nbsp;Ula\u015f\u0131m planlamas\u0131<\/li>\n<\/ol>\n\n\n\n<p>Jeo-uzamsal veri analizi, trafik modellerini ve ula\u015f\u0131m altyap\u0131s\u0131n\u0131 analiz etmek i\u00e7in kullan\u0131l\u0131r. Bu bilgiler, ula\u015f\u0131m planlamac\u0131lar\u0131n\u0131n ula\u015f\u0131m sistemlerinin tasar\u0131m\u0131 ve in\u015fas\u0131 hakk\u0131nda h\u0131zl\u0131 kararlar almas\u0131na yard\u0131mc\u0131 olabilir.<\/p>\n\n\n\n<ol start=\"7\">\n<li>\u0130\u015f yeri konum planlamas\u0131<\/li>\n<\/ol>\n\n\n\n<p>Co\u011frafi veri analizi, m\u00fc\u015fteri demografisini, pazar talebini ve rakiplerin konumlar\u0131n\u0131 analiz etmek i\u00e7in kullan\u0131l\u0131r. Bu <a href=\"https:\/\/www2.deloitte.com\/us\/en\/insights\/focus\/signals-for-strategists\/geospatial-analytics-use-cases.html\">bilgi i\u015fletmelere yard\u0131mc\u0131 olabilir<\/a> \u00fcr\u00fcn ve hizmetlerini nerede konumland\u0131racaklar\u0131 ve nas\u0131l pazarlayacaklar\u0131 konusunda bilin\u00e7li kararlar vermeleri gerekmektedir.<\/p>\n\n\n\n<ol start=\"8\">\n<li>Jeoloji ve Jeofizik<\/li>\n<\/ol>\n\n\n\n<p>Jeo-uzamsal veri analizi, fay hatlar\u0131, maden yataklar\u0131 ve yeralt\u0131 akiferleri gibi jeolojik \u00f6zellikleri haritalamak ve analiz etmek i\u00e7in kullan\u0131l\u0131r. Bu bilgiler jeologlar\u0131n ve jeofizik\u00e7ilerin kaynak \u00e7\u0131karma, tehlike azaltma ve di\u011fer jeolojik faaliyetler hakk\u0131nda karar vermelerine yard\u0131mc\u0131 olabilir.<\/p>\n\n\n\n<p>Genel olarak, jeo-uzamsal veri analizi, \u00e7ok \u00e7e\u015fitli alanlarda karar verme s\u00fcrecinde kullan\u0131labilecek g\u00fc\u00e7l\u00fc bir ara\u00e7t\u0131r.<\/p>\n\n\n\n<h2>Jeo-uzamsal Analizin Faydalar\u0131<\/h2>\n\n\n\n<p>Jeo-uzamsal verilerin \u00e7e\u015fitli alanlarda kullan\u0131lmas\u0131n\u0131n bir\u00e7ok faydas\u0131 vard\u0131r. \u0130\u015fte temel faydalardan baz\u0131lar\u0131:&nbsp;<\/p>\n\n\n\n<ul>\n<li><strong>Daha iyi karar verme: <\/strong>Jeo-uzamsal veriler, mekansal \u00f6r\u00fcnt\u00fcler ve ili\u015fkiler hakk\u0131nda de\u011ferli bilgiler sa\u011flayarak karar vericilerin daha bilin\u00e7li kararlar almas\u0131na yard\u0131mc\u0131 olabilir.<\/li>\n\n\n\n<li><strong>&nbsp;Geli\u015ftirilmi\u015f kaynak y\u00f6netimi:<\/strong> Jeo-uzamsal veriler, kaynak y\u00f6neticilerinin ormanlar, su yollar\u0131 ve yaban hayat\u0131 gibi do\u011fal kaynaklar\u0131n y\u00f6netimi ve korunmas\u0131 hakk\u0131nda daha bilin\u00e7li kararlar almas\u0131na yard\u0131mc\u0131 olabilir.<\/li>\n\n\n\n<li><strong>&nbsp;Geli\u015ftirilmi\u015f kamu g\u00fcvenli\u011fi: <\/strong>Jeo-uzamsal veriler, tehlikeler, riskler ve acil durum m\u00fcdahale kaynaklar\u0131 hakk\u0131nda ger\u00e7ek zamanl\u0131 bilgi sa\u011flayarak acil durum m\u00fcdahale ekiplerinin ve kamu g\u00fcvenli\u011fi yetkililerinin daha bilin\u00e7li kararlar almas\u0131na yard\u0131mc\u0131 olabilir.<\/li>\n\n\n\n<li>&nbsp;<strong>Artan verimlilik:<\/strong> Jeo-uzamsal veriler, m\u00fc\u015fteri davran\u0131\u015f\u0131, pazar talebi ve di\u011fer \u00f6nemli fakt\u00f6rler hakk\u0131nda i\u00e7g\u00f6r\u00fcler sa\u011flayarak i\u015fletmelerin ve kurulu\u015flar\u0131n operasyonlar\u0131n\u0131 optimize etmelerine ve verimliliklerini art\u0131rmalar\u0131na yard\u0131mc\u0131 olabilir.<\/li>\n\n\n\n<li><strong>Daha iyi planlama ve tasar\u0131m:<\/strong> Jeo-uzamsal veriler, \u015fehir planlamac\u0131lar\u0131n\u0131n, mimarlar\u0131n ve m\u00fchendislerin binalar\u0131n, altyap\u0131n\u0131n ve \u015fehirlerin tasar\u0131m\u0131 ve geli\u015ftirilmesi hakk\u0131nda daha bilin\u00e7li kararlar almalar\u0131na yard\u0131mc\u0131 olabilir.<\/li>\n\n\n\n<li><strong>Geli\u015ftirilmi\u015f do\u011fruluk ve hassasiyet: <\/strong>Jeo-uzamsal veriler, co\u011frafi \u00f6zellikler ve ili\u015fkiler hakk\u0131nda son derece do\u011fru ve kesin bilgiler sa\u011flayabilir ve bu da bir\u00e7ok uygulama i\u00e7in kritik olabilir.<\/li>\n\n\n\n<li><strong>Daha iyi ileti\u015fim:<\/strong> Jeo-uzamsal veriler sezgisel ve etkili yollarla g\u00f6rselle\u015ftirilebilir ve iletilebilir, bu da payda\u015flar\u0131n bilgileri anlamas\u0131n\u0131 ve bunlarla etkile\u015fim kurmas\u0131n\u0131 kolayla\u015ft\u0131r\u0131r.<\/li>\n<\/ul>\n\n\n\n<p>Jeo-uzamsal veriler, karar vermede kullan\u0131labilecek, kaynak y\u00f6netimini iyile\u015ftirebilecek, kamu g\u00fcvenli\u011fini art\u0131rabilecek, verimlili\u011fi art\u0131rabilecek ve daha iyi planlama ve tasar\u0131m\u0131 destekleyebilecek \u00e7ok say\u0131da de\u011ferli bilgi sa\u011flar.<\/p>\n\n\n\n<div style=\"height:21px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/mindthegraph.com\/app\/offer-trial\"><img decoding=\"async\" loading=\"lazy\" width=\"651\" height=\"174\" src=\"https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2023\/02\/banner-blog-trial-03.jpg\" alt=\"\" class=\"wp-image-26762\" srcset=\"https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2023\/02\/banner-blog-trial-03.jpg 651w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2023\/02\/banner-blog-trial-03-300x80.jpg 300w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2023\/02\/banner-blog-trial-03-18x5.jpg 18w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2023\/02\/banner-blog-trial-03-100x27.jpg 100w\" sizes=\"(max-width: 651px) 100vw, 651px\" \/><\/a><\/figure><\/div>\n\n\n<div style=\"height:21px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2>Jeo-uzamsal Veri T\u00fcrleri<\/h2>\n\n\n\n<p>CBS (Co\u011frafi Bilgi Sistemleri) ve di\u011fer jeo-uzamsal analiz uygulamalar\u0131nda kullan\u0131lan \u00e7e\u015fitli jeo-uzamsal veri t\u00fcrleri vard\u0131r. \u0130\u015fte ba\u015fl\u0131ca jeo-uzamsal veri t\u00fcrlerinden baz\u0131lar\u0131:<\/p>\n\n\n\n<ol>\n<li>&nbsp;<strong>Vekt\u00f6r verileri<\/strong>: Vekt\u00f6r verileri noktalar, \u00e7izgiler ve \u00e7okgenler gibi co\u011frafi \u00f6zellikleri temsil etmek i\u00e7in kullan\u0131l\u0131r. Bu t\u00fcr veriler koordinatlar ve \u00f6zellikler aras\u0131ndaki topolojik ili\u015fkiler olarak saklan\u0131r.<\/li>\n\n\n\n<li>&nbsp;<strong>Raster veri:<\/strong> Raster veri, co\u011frafi \u00f6zellikleri h\u00fccreler veya piksellerden olu\u015fan bir \u0131zgara olarak temsil etmek i\u00e7in kullan\u0131l\u0131r. Her piksel, y\u00fckseklik veya s\u0131cakl\u0131k gibi o konumdaki co\u011frafi \u00f6zelli\u011fin karakteristi\u011fini temsil eden bir de\u011fere sahiptir.<\/li>\n\n\n\n<li><strong>Uydu g\u00f6r\u00fcnt\u00fcleri: <\/strong>Uydu g\u00f6r\u00fcnt\u00fcleri, uydular veya dronlar gibi uzaktan alg\u0131lama teknolojileri taraf\u0131ndan yakalanan bir t\u00fcr raster veridir. Bu t\u00fcr veriler genellikle arazi kullan\u0131m\u0131 haritalama, \u00e7evresel izleme ve di\u011fer uygulamalar i\u00e7in kullan\u0131l\u0131r.<\/li>\n\n\n\n<li><strong>LiDAR verileri:<\/strong> LiDAR (Light Detection and Ranging) verileri, arazi ve bitki \u00f6rt\u00fcs\u00fcn\u00fcn son derece ayr\u0131nt\u0131l\u0131 haritalar\u0131n\u0131 olu\u015fturmak i\u00e7in kullan\u0131lan bir uzaktan alg\u0131lama verisi t\u00fcr\u00fcd\u00fcr. Sens\u00f6r ile zemin aras\u0131ndaki mesafeyi \u00f6l\u00e7mek i\u00e7in lazer darbeleri kullanarak \u00e7al\u0131\u015f\u0131r ve manzaran\u0131n 3 boyutlu bir temsilini olu\u015fturur.<\/li>\n\n\n\n<li>&nbsp;<strong>GPS verileri:<\/strong> GPS (K\u00fcresel Konumland\u0131rma Sistemi) verileri, nesnelerin veya insanlar\u0131n konumunu ve hareketini yakalamak ve saklamak i\u00e7in kullan\u0131l\u0131r. Bu t\u00fcr veriler genellikle navigasyon, haritalama ve izleme uygulamalar\u0131 i\u00e7in kullan\u0131l\u0131r.<\/li>\n\n\n\n<li><strong>N\u00fcfus say\u0131m\u0131 verileri: <\/strong>N\u00fcfus say\u0131m\u0131 verileri, bir n\u00fcfusun demografik ve sosyoekonomik \u00f6zelliklerini temsil etmek i\u00e7in kullan\u0131l\u0131r. Bu t\u00fcr veriler genellikle \u015fehir planlama, pazarlama ve sosyal bilim ara\u015ft\u0131rmalar\u0131 i\u00e7in kullan\u0131l\u0131r.<\/li>\n\n\n\n<li><strong>Hava durumu ve iklim verileri: <\/strong>Hava ve iklim verileri, atmosferik ko\u015fullar\u0131 ve iklim modellerini temsil etmek i\u00e7in kullan\u0131l\u0131r. Bu t\u00fcr veriler genellikle hava tahmini, iklim modellemesi ve \u00e7evresel izleme i\u00e7in kullan\u0131l\u0131r.<\/li>\n<\/ol>\n\n\n\n<p>Bunlar, jeo-uzamsal analizde yayg\u0131n olarak kullan\u0131lan jeo-uzamsal veri t\u00fcrlerine sadece birka\u00e7 \u00f6rnektir. Uygulamaya ba\u011fl\u0131 olarak, peyzaj\u0131n farkl\u0131 \u00f6zelliklerini ve karakteristiklerini temsil etmek i\u00e7in farkl\u0131 jeo-uzamsal veri t\u00fcrleri kullan\u0131labilir.<\/p>\n\n\n\n<h2>&nbsp;Jeo-uzamsal Analizde Zorluklar ve En \u0130yi Uygulamalar<\/h2>\n\n\n\n<p>Jeo-uzamsal veri analizi, jeo-uzamsal verileri etkin bir \u015fekilde analiz etmek ve kullanmak i\u00e7in dikkate al\u0131nmas\u0131 gereken bir dizi zorluk ve en iyi uygulama sunar. \u0130\u015fte temel zorluklardan ve en iyi uygulamalardan baz\u0131lar\u0131:<\/p>\n\n\n\n<h3>Zorluklar<\/h3>\n\n\n\n<ol>\n<li><strong>Veri kalitesi:<\/strong> Jeo-uzamsal veriler karma\u015f\u0131k olabilir ve kalite ve do\u011fruluk a\u00e7\u0131s\u0131ndan farkl\u0131l\u0131k g\u00f6sterebilir. Analiz i\u00e7in kullan\u0131lan verilerin do\u011fru, g\u00fcncel ve ilgili oldu\u011fundan emin olmak \u00f6nemlidir.<\/li>\n\n\n\n<li><strong>Veri entegrasyonu:<\/strong> Jeo-uzamsal veriler \u00e7e\u015fitli kaynaklardan gelebilir ve yararl\u0131 bilgiler sa\u011flamak i\u00e7in di\u011fer veri t\u00fcrleriyle entegre edilmesi gerekebilir. Bu, ayr\u0131nt\u0131lara dikkat edilmesini gerektiren karma\u015f\u0131k bir s\u00fcre\u00e7 olabilir.<\/li>\n\n\n\n<li><strong>Veri gizlili\u011fi ve g\u00fcvenli\u011fi: <\/strong>Jeo-uzamsal veriler, ki\u015fisel veriler veya tescilli i\u015f bilgileri gibi hassas bilgiler i\u00e7erebilir. Bu bilgileri korumak i\u00e7in veri gizlili\u011fi ve g\u00fcvenlik protokollerinin y\u00fcr\u00fcrl\u00fckte olmas\u0131n\u0131 sa\u011flamak \u00f6nemlidir.<\/li>\n\n\n\n<li><strong>Teknik uzmanl\u0131k:<\/strong> Jeo-uzamsal veri analizi, CBS yaz\u0131l\u0131m\u0131, uzaktan alg\u0131lama teknolojileri ve istatistiksel analiz teknikleri bilgisi dahil olmak \u00fczere \u00f6zel teknik uzmanl\u0131k gerektirir.<\/li>\n\n\n\n<li><strong>Yorumlama ve g\u00f6rselle\u015ftirme:<\/strong> Jeo-uzamsal veriler karma\u015f\u0131k ve yorumlanmas\u0131 ve g\u00f6rselle\u015ftirilmesi zor olabilir. Jeo-uzamsal analiz sonu\u00e7lar\u0131n\u0131n payda\u015flar i\u00e7in a\u00e7\u0131k ve anla\u015f\u0131l\u0131r bir \u015fekilde sunulmas\u0131n\u0131 sa\u011flamak \u00f6nemlidir.<\/li>\n\n\n\n<li><strong>Altyap\u0131 ve kaynaklar:<\/strong> Jeo-uzamsal veri analizi, y\u00fcksek performansl\u0131 bilgi i\u015flem, veri depolama ve a\u011f bant geni\u015fli\u011fi dahil olmak \u00fczere \u00f6nemli altyap\u0131 ve kaynaklar gerektirebilir.<\/li>\n<\/ol>\n\n\n\n<h3>En \u0130yi Uygulamalar<\/h3>\n\n\n\n<ol>\n<li><strong>Veri y\u00f6netimi:<\/strong> Etkili jeo-uzamsal veri analizi, veri temizleme, kalite kontrol ve dok\u00fcmantasyon dahil olmak \u00fczere veri y\u00f6netimi uygulamalar\u0131na dikkat edilmesini gerektirir.<\/li>\n\n\n\n<li><strong>\u0130\u015fbirli\u011fi:<\/strong> Farkl\u0131 alanlardan uzmanlarla i\u015fbirli\u011fi yapmak, jeo-uzamsal veri analizinin geni\u015f bir perspektif ve uzmanl\u0131k yelpazesi taraf\u0131ndan bilgilendirilmesini sa\u011flamaya yard\u0131mc\u0131 olabilir.<\/li>\n\n\n\n<li><strong>Net hedefler: <\/strong>Jeo-uzamsal veri analizi, analizin ilgili ve faydal\u0131 olmas\u0131n\u0131 sa\u011flamak i\u00e7in net hedefler ve ara\u015ft\u0131rma sorular\u0131 taraf\u0131ndan y\u00f6nlendirilmelidir.<\/li>\n\n\n\n<li><strong>S\u00fcrekli \u00f6\u011frenme:<\/strong> Jeo-uzamsal veri analizi h\u0131zla geli\u015fen bir aland\u0131r ve en yeni ara\u00e7lar, teknikler ve en iyi uygulamalarla g\u00fcncel kalmak \u00f6nemlidir.<\/li>\n\n\n\n<li><strong>G\u00f6rselle\u015ftirme ve ileti\u015fim:<\/strong> Jeo-uzamsal veri analizi sonu\u00e7lar\u0131n\u0131n etkili bir \u015fekilde g\u00f6rselle\u015ftirilmesi ve iletilmesi, payda\u015flar\u0131n analizin sonu\u00e7lar\u0131n\u0131 anlamalar\u0131n\u0131 ve sonu\u00e7lara dayal\u0131 olarak bilin\u00e7li kararlar alabilmelerini sa\u011flayabilir.<\/li>\n\n\n\n<li><strong>Kalite kontrol ve g\u00fcvence: <\/strong>Jeo-uzamsal veri analizi, sonu\u00e7lar\u0131n do\u011fru ve g\u00fcvenilir olmas\u0131n\u0131 sa\u011flamak i\u00e7in titiz bir kalite kontrol ve g\u00fcvence s\u00fcreci i\u00e7ermelidir.<\/li>\n\n\n\n<li><strong>Standardizasyon ve birlikte \u00e7al\u0131\u015fabilirlik:<\/strong> Jeo-uzamsal veri analizi, sonu\u00e7lar\u0131n ba\u015fkalar\u0131 taraf\u0131ndan payla\u015f\u0131labilmesini ve kullan\u0131labilmesini sa\u011flamak i\u00e7in standart formatlara ve protokollere dayanmal\u0131d\u0131r. Farkl\u0131 veri kaynaklar\u0131 ve analiz ara\u00e7lar\u0131 aras\u0131nda birlikte \u00e7al\u0131\u015fabilirlik de verilerin etkin bir \u015fekilde entegre ve analiz edilebilmesini sa\u011flamak i\u00e7in gereklidir.<\/li>\n<\/ol>\n\n\n\n<p>Jeo-uzamsal veri analizi bir dizi zorluk ve f\u0131rsat sunmaktad\u0131r. En iyi uygulamalar\u0131 takip ederek ve veri kalitesi, entegrasyon, gizlilik ve teknik uzmanl\u0131k gibi zorluklar\u0131 ele alarak, kurulu\u015flar ve bireyler d\u00fcnyam\u0131z\u0131 \u015fekillendiren karma\u015f\u0131k co\u011frafi kal\u0131plar\u0131 ve ili\u015fkileri daha iyi anlamak ve y\u00f6netmek i\u00e7in jeo-uzamsal veri analizinin g\u00fcc\u00fcnden yararlanabilir.<\/p>\n\n\n\n<h2>&nbsp;Jeo-uzamsal Veri Analizi Hakk\u0131nda SSS<\/h2>\n\n\n\n<h3>1. Jeo-uzamsal analiz nedir?<\/h3>\n\n\n\n<p>Jeo-uzamsal analiz, co\u011frafi veya uzamsal bir bile\u015fene sahip verilerin analiz edilmesi, modellenmesi ve g\u00f6rselle\u015ftirilmesi s\u00fcrecidir. Bu t\u00fcr bir analiz, ara\u015ft\u0131rmac\u0131lar\u0131n co\u011frafi konumla ilgili verilerdeki kal\u0131plar\u0131, e\u011filimleri ve ili\u015fkileri belirlemelerine olanak tan\u0131r.<br><\/p>\n\n\n\n<h3>2. Jeo-uzamsal analizde ne t\u00fcr veriler kullan\u0131labilir?<\/h3>\n\n\n\n<p>Jeo-uzamsal analiz, uydu g\u00f6r\u00fcnt\u00fcleri, hava foto\u011fraflar\u0131, CBS verileri ve di\u011fer uzamsal veri t\u00fcrleri dahil olmak \u00fczere \u00e7e\u015fitli veri t\u00fcrlerini kullanabilir. Bu veriler, hava durumu modellerinden n\u00fcfus demografisine kadar her \u015feyi analiz etmek i\u00e7in kullan\u0131labilir.<br><\/p>\n\n\n\n<h3>3. Jeo-uzamsal analizin baz\u0131 uygulamalar\u0131 nelerdir?<\/h3>\n\n\n\n<p>Jeo-uzamsal analizin kentsel planlama, afet m\u00fcdahalesi, \u00e7evre y\u00f6netimi ve kamu sa\u011fl\u0131\u011f\u0131 dahil olmak \u00fczere bir\u00e7ok uygulamas\u0131 vard\u0131r. Ayr\u0131ca, kurulu\u015flar\u0131n mekansal verilere dayal\u0131 bilin\u00e7li kararlar almas\u0131na yard\u0131mc\u0131 olmak i\u00e7in i\u015f, pazarlama ve di\u011fer alanlarda da kullan\u0131labilir.<br><\/p>\n\n\n\n<h3>4. Jeo-uzamsal analiz i\u00e7in yayg\u0131n olarak hangi yaz\u0131l\u0131m kullan\u0131l\u0131r?<\/h3>\n\n\n\n<p>ArcGIS ve QGIS gibi tescilli yaz\u0131l\u0131mlar\u0131n yan\u0131 s\u0131ra R ve Python gibi a\u00e7\u0131k kaynakl\u0131 ara\u00e7lar da dahil olmak \u00fczere jeo-uzamsal analiz i\u00e7in bir\u00e7ok yaz\u0131l\u0131m se\u00e7ene\u011fi mevcuttur.<br><\/p>\n\n\n\n<h3>5. Jeo-uzamsal analizdeki baz\u0131 zorluklar nelerdir?<\/h3>\n\n\n\n<p>Jeo-uzamsal analizdeki baz\u0131 zorluklar aras\u0131nda veri kalitesi ve entegrasyonu, veri gizlili\u011fi ve g\u00fcvenli\u011fi, teknik uzmanl\u0131k, yorumlama ve g\u00f6rselle\u015ftirme yer almaktad\u0131r. Ayr\u0131ca, jeo-uzamsal veri analizi \u00f6nemli altyap\u0131 ve kaynaklar gerektirebilir.<br><\/p>\n\n\n\n<h3>6. Jeo-uzamsal analiz i\u00e7in baz\u0131 en iyi uygulamalar nelerdir?<\/h3>\n\n\n\n<p>Jeo-uzamsal analiz i\u00e7in en iyi uygulamalar aras\u0131nda etkin veri y\u00f6netimi, i\u015fbirli\u011fi, a\u00e7\u0131k hedefler, s\u00fcrekli \u00f6\u011frenme, g\u00f6rselle\u015ftirme ve ileti\u015fim, kalite kontrol ve g\u00fcvence ile standardizasyon ve birlikte \u00e7al\u0131\u015fabilirlik yer almaktad\u0131r.<br><\/p>\n\n\n\n<h3>7. Hangi kariyerler jeo-uzamsal analiz i\u00e7erir?<\/h3>\n\n\n\n<p>Jeo-uzamsal veri analisti, haritac\u0131, haritac\u0131, \u015fehir planc\u0131s\u0131, \u00e7evre bilimci ve halk sa\u011fl\u0131\u011f\u0131 analisti dahil olmak \u00fczere jeo-uzamsal analiz i\u00e7eren bir\u00e7ok kariyer vard\u0131r. Ayr\u0131ca, bir\u00e7ok i\u015fletme ve kurulu\u015f karar verme ve strateji konusunda bilgi vermek i\u00e7in jeo-uzamsal analizi kullanmaktad\u0131r.<\/p>\n\n\n\n<h2>\u00c7al\u0131\u015fmalar\u0131n\u0131z i\u00e7in y\u00fcksek etki ve daha fazla g\u00f6r\u00fcn\u00fcrl\u00fck<\/h2>\n\n\n\n<p>\u0130nfografikler, bir bilim insan\u0131 olarak \u00e7al\u0131\u015fmalar\u0131n\u0131z i\u00e7in y\u00fcksek etki ve daha fazla g\u00f6r\u00fcn\u00fcrl\u00fck sa\u011flamaya yard\u0131mc\u0131 olur. Mind the Graph ile infografiklerin potansiyelini ortaya \u00e7\u0131karabilirsiniz. Ara\u015ft\u0131rma makalenizle uyumlu g\u00f6rsel \u00f6zetlerden olu\u015fan devasa bir k\u00fct\u00fcphaneyi ke\u015ffetmek i\u00e7in hemen kaydolun.<\/p>\n\n\n\n<div style=\"height:21px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"517\" height=\"250\" src=\"https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2023\/03\/illustrations-banner.webp\" alt=\"\" class=\"wp-image-27276\" srcset=\"https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2023\/03\/illustrations-banner.webp 517w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2023\/03\/illustrations-banner-300x145.webp 300w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2023\/03\/illustrations-banner-18x9.webp 18w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2023\/03\/illustrations-banner-100x48.webp 100w\" sizes=\"(max-width: 517px) 100vw, 517px\" \/><\/figure><\/div>\n\n\n<div style=\"height:21px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"is-layout-flex wp-block-buttons\">\n<div class=\"wp-block-button aligncenter\"><a class=\"wp-block-button__link has-background wp-element-button\" href=\"https:\/\/mindthegraph.com\/\" style=\"border-radius:50px;background-color:#dc1866\" target=\"_blank\" rel=\"noreferrer noopener\">\u015eimdi Yaratmaya Ba\u015flay\u0131n<\/a><\/div>\n<\/div>\n\n\n\n<div style=\"height:44px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>","protected":false},"excerpt":{"rendered":"<p>Jeo-uzamsal analiz, karma\u015f\u0131k verileri eyleme d\u00f6n\u00fc\u015ft\u00fcr\u00fclebilir i\u00e7g\u00f6r\u00fclere d\u00f6n\u00fc\u015ft\u00fcrmekle ilgilidir. Ne oldu\u011funu ve uygulamalar\u0131n\u0131 ayr\u0131nt\u0131l\u0131 olarak ke\u015ffedin.<\/p>","protected":false},"author":33,"featured_media":27826,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[959,28],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v19.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>What is Geospatial Analysis? The Plan Before the Actual Plan - Mind the Graph Blog<\/title>\n<meta name=\"description\" content=\"Geospatial analysis is all about turning complex data into actionable insights. Discover in detail what is it and its applications.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/mindthegraph.com\/blog\/tr\/jeo-uzamsal-analiz-ne-dir\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"What is Geospatial Analysis? The Plan Before the Actual Plan\" \/>\n<meta property=\"og:description\" content=\"Geospatial analysis is all about turning complex data into actionable insights. Discover in detail what is it and its applications. %\" \/>\n<meta property=\"og:url\" content=\"https:\/\/mindthegraph.com\/blog\/tr\/jeo-uzamsal-analiz-ne-dir\/\" \/>\n<meta property=\"og:site_name\" content=\"Mind the Graph Blog\" \/>\n<meta property=\"article:published_time\" content=\"2023-05-05T12:50:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-05-16T11:55:40+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2023\/05\/what-is-geospatial-analysis-blog.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1124\" \/>\n\t<meta property=\"og:image:height\" content=\"613\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Sowjanya Pedada\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"What is Geospatial Analysis? The Plan Before the Actual Plan\" \/>\n<meta name=\"twitter:description\" content=\"Geospatial analysis is all about turning complex data into actionable insights. Discover in detail what is it and its applications.\" \/>\n<meta name=\"twitter:image\" content=\"https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2023\/05\/what-is-geospatial-analysis-blog.png\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Sowjanya Pedada\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"10 minutes\" \/>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"What is Geospatial Analysis? The Plan Before the Actual Plan - Mind the Graph Blog","description":"Geospatial analysis is all about turning complex data into actionable insights. Discover in detail what is it and its applications.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/mindthegraph.com\/blog\/tr\/jeo-uzamsal-analiz-ne-dir\/","og_locale":"tr_TR","og_type":"article","og_title":"What is Geospatial Analysis? The Plan Before the Actual Plan","og_description":"Geospatial analysis is all about turning complex data into actionable insights. Discover in detail what is it and its applications. %","og_url":"https:\/\/mindthegraph.com\/blog\/tr\/jeo-uzamsal-analiz-ne-dir\/","og_site_name":"Mind the Graph Blog","article_published_time":"2023-05-05T12:50:00+00:00","article_modified_time":"2023-05-16T11:55:40+00:00","og_image":[{"width":1124,"height":613,"url":"https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2023\/05\/what-is-geospatial-analysis-blog.png","type":"image\/png"}],"author":"Sowjanya Pedada","twitter_card":"summary_large_image","twitter_title":"What is Geospatial Analysis? The Plan Before the Actual Plan","twitter_description":"Geospatial analysis is all about turning complex data into actionable insights. Discover in detail what is it and its applications.","twitter_image":"https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2023\/05\/what-is-geospatial-analysis-blog.png","twitter_misc":{"Written by":"Sowjanya Pedada","Est. reading time":"10 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/mindthegraph.com\/blog\/what-is-geospatial-analysis\/","url":"https:\/\/mindthegraph.com\/blog\/what-is-geospatial-analysis\/","name":"What is Geospatial Analysis? The Plan Before the Actual Plan - Mind the Graph Blog","isPartOf":{"@id":"https:\/\/mindthegraph.com\/blog\/#website"},"datePublished":"2023-05-05T12:50:00+00:00","dateModified":"2023-05-16T11:55:40+00:00","author":{"@id":"https:\/\/mindthegraph.com\/blog\/#\/schema\/person\/1809367ac22d998ef1780e61c942bd9e"},"description":"Geospatial analysis is all about turning complex data into actionable insights. Discover in detail what is it and its applications.","breadcrumb":{"@id":"https:\/\/mindthegraph.com\/blog\/what-is-geospatial-analysis\/#breadcrumb"},"inLanguage":"tr-TR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/mindthegraph.com\/blog\/what-is-geospatial-analysis\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/mindthegraph.com\/blog\/what-is-geospatial-analysis\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/mindthegraph.com\/blog\/"},{"@type":"ListItem","position":2,"name":"What is Geospatial Analysis? The Plan Before the Actual Plan"}]},{"@type":"WebSite","@id":"https:\/\/mindthegraph.com\/blog\/#website","url":"https:\/\/mindthegraph.com\/blog\/","name":"Mind the Graph Blog","description":"Your science can be beautiful!","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/mindthegraph.com\/blog\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"tr-TR"},{"@type":"Person","@id":"https:\/\/mindthegraph.com\/blog\/#\/schema\/person\/1809367ac22d998ef1780e61c942bd9e","name":"Sowjanya Pedada","image":{"@type":"ImageObject","inLanguage":"tr-TR","@id":"https:\/\/mindthegraph.com\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/5498cb1111b92c813c76ae76ad5b1dd3?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/5498cb1111b92c813c76ae76ad5b1dd3?s=96&d=mm&r=g","caption":"Sowjanya Pedada"},"description":"Sowjanya is a passionate writer and an avid reader. She holds MBA in Agribusiness Management and now is working as a content writer. She loves to play with words and hopes to make a difference in the world through her writings. Apart from writing, she is interested in reading fiction novels and doing craftwork. She also loves to travel and explore different cuisines and spend time with her family and friends.","url":"https:\/\/mindthegraph.com\/blog\/tr\/author\/sowjanya\/"}]}},"_links":{"self":[{"href":"https:\/\/mindthegraph.com\/blog\/tr\/wp-json\/wp\/v2\/posts\/27822"}],"collection":[{"href":"https:\/\/mindthegraph.com\/blog\/tr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mindthegraph.com\/blog\/tr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mindthegraph.com\/blog\/tr\/wp-json\/wp\/v2\/users\/33"}],"replies":[{"embeddable":true,"href":"https:\/\/mindthegraph.com\/blog\/tr\/wp-json\/wp\/v2\/comments?post=27822"}],"version-history":[{"count":3,"href":"https:\/\/mindthegraph.com\/blog\/tr\/wp-json\/wp\/v2\/posts\/27822\/revisions"}],"predecessor-version":[{"id":27825,"href":"https:\/\/mindthegraph.com\/blog\/tr\/wp-json\/wp\/v2\/posts\/27822\/revisions\/27825"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mindthegraph.com\/blog\/tr\/wp-json\/wp\/v2\/media\/27826"}],"wp:attachment":[{"href":"https:\/\/mindthegraph.com\/blog\/tr\/wp-json\/wp\/v2\/media?parent=27822"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mindthegraph.com\/blog\/tr\/wp-json\/wp\/v2\/categories?post=27822"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mindthegraph.com\/blog\/tr\/wp-json\/wp\/v2\/tags?post=27822"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}