{"id":132,"date":"2026-06-03T13:52:20","date_gmt":"2026-06-03T10:52:20","guid":{"rendered":"http:\/\/halebeyzabulut.com\/?page_id=132"},"modified":"2026-06-03T13:52:20","modified_gmt":"2026-06-03T10:52:20","slug":"veri-odakli","status":"publish","type":"page","link":"https:\/\/halebeyzabulut.com\/index.php\/veri-odakli\/","title":{"rendered":"Veri Odakl\u0131"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><strong>Veri odakl\u0131 (data-driven) yakla\u015f\u0131m<\/strong>, peyzaj ve mimarl\u0131k s\u00fcre\u00e7lerinde tahmine dayal\u0131 kararlar yerine somut, \u00f6l\u00e7\u00fclebilir ve analiz edilebilir verileri merkeze koyarak ilerlemektir. Sekt\u00f6rdeki &#8220;sonu\u00e7 odakl\u0131 b\u00fcy\u00fcme&#8221; ve &#8220;m\u00fc\u015fteri i\u015fbirli\u011fi&#8221; hedeflerini bilimsel temellere oturtan bu y\u00f6ntem, tasar\u0131m hatalar\u0131n\u0131 s\u0131f\u0131ra indirirken ticari verimlili\u011fi maksimuma \u00e7\u0131kar\u0131r.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Peyzaj ve mimarl\u0131kta veri odakl\u0131 yakla\u015f\u0131m, hem saha uygulamalar\u0131nda hem de i\u015f y\u00f6netiminde \u015fu \u015fekildedir:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ud83c\udf0d 1. Tasar\u0131m ve Sahada Veri Odakl\u0131l\u0131k (Teknik Boyut)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Bir arazinin veya binan\u0131n tasar\u0131m\u0131na ba\u015flamadan \u00f6nce toplanan veriler, projenin \u00f6mr\u00fcn\u00fc ve s\u00fcrd\u00fcr\u00fclebilirli\u011fini belirler:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Toprak ve Mikroklima Analizi:<\/strong> Topra\u011f\u0131n pH de\u011feri, besin yap\u0131s\u0131 ve b\u00f6lgenin y\u0131ll\u0131k ya\u011f\u0131\u015f\/g\u00fcne\u015flenme verileri analiz edilerek &#8220;do\u011fru yere do\u011fru bitki&#8221; se\u00e7imi yap\u0131l\u0131r. Bu veri, bitki \u00f6l\u00fcmlerini ve maliyet kay\u0131plar\u0131n\u0131 \u00f6nler.<\/li>\n\n\n\n<li><strong>GIS (Co\u011frafi Bilgi Sistemleri):<\/strong> B\u00fcy\u00fck \u00f6l\u00e7ekli peyzaj projelerinde arazinin e\u011fimi, hidrolojisi (su ak\u0131\u015f y\u00f6nleri) ve g\u00fcne\u015f analizleri GIS yaz\u0131l\u0131mlar\u0131 ile haritaland\u0131r\u0131l\u0131r.<\/li>\n\n\n\n<li><strong>Ak\u0131ll\u0131 Sulama ve IoT Sens\u00f6rleri:<\/strong> Topra\u011fa yerle\u015ftirilen nem sens\u00f6rleri, hava durumu tahmin verileriyle entegre \u00e7al\u0131\u015farak bitkilerin sadece ihtiyac\u0131 oldu\u011fu kadar sulanmas\u0131n\u0131 sa\u011flar. Bu sayede su kaynaklar\u0131nda %40&#8217;a varan tasarruf elde edilir.<\/li>\n\n\n\n<li><strong>BIM (Yap\u0131 Bilgi Modellemesi):<\/strong> Tasar\u0131m a\u015famas\u0131nda mimari ve peyzaj unsurlar\u0131n\u0131n malzeme miktarlar\u0131, maliyetleri ve karbon ayak izleri dijital veriler \u00fczerinden anl\u0131k olarak hesaplan\u0131r.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\ud83d\udcca 2. M\u00fc\u015fteri \u0130li\u015fkilerinde Veri Odakl\u0131l\u0131k (\u0130\u015fbirli\u011fi Boyutu)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">M\u00fc\u015fteri taleplerini ve memnuniyetini verilere dayand\u0131rarak y\u00f6netmek, revizyon s\u00fcre\u00e7lerini k\u0131salt\u0131r:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>CRM (M\u00fc\u015fteri \u0130li\u015fkileri Y\u00f6netimi) Verileri:<\/strong> M\u00fc\u015fterilerin ge\u00e7mi\u015f tercihleri, b\u00fct\u00e7e e\u011filimleri, revizyon s\u0131kl\u0131klar\u0131 ve geri bildirimleri HubSpot veya Salesforce gibi sistemlerde tutulur. Bu veriler, yeni bir m\u00fc\u015fteriye teklif sunarken do\u011fru stratejiyi se\u00e7menizi sa\u011flar.<\/li>\n\n\n\n<li><strong>Kullan\u0131c\u0131 Deneyimi (UX) Verileri:<\/strong> Kamusal park veya ticari alan tasar\u0131mlar\u0131nda, insanlar\u0131n alandaki y\u00fcr\u00fcy\u00fc\u015f rotalar\u0131, yo\u011funla\u015ft\u0131klar\u0131 b\u00f6lgeler ve \u0131s\u0131 haritalar\u0131 (heatmaps) analiz edilerek sert zemin ve donat\u0131 (bank, ayd\u0131nlatma) yerle\u015fimi yap\u0131l\u0131r.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\ud83d\udcc8 3. Ticari B\u00fcy\u00fcmede Veri Odakl\u0131l\u0131k (Y\u00f6netim Boyutu)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ofisinizin veya \u015firketinizin b\u00fcy\u00fcme h\u0131z\u0131n\u0131 \u00f6l\u00e7\u00fclebilir finansal metriklerle takip etmek:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>KPI (Anahtar Performans G\u00f6stergeleri):<\/strong> Proje ba\u015f\u0131na d\u00fc\u015fen net k\u00e2r marj\u0131, metrekare ba\u015f\u0131na tasar\u0131m maliyeti, teslim s\u00fcresi sapmalar\u0131 ve m\u00fc\u015fteri kazan\u0131m maliyeti (CAC) gibi verilerin d\u00fczenli olarak analiz edilmesi.<\/li>\n\n\n\n<li><strong>Kaynak Planlamas\u0131 (ERP):<\/strong> Hangi personelin veya saha ekibinin hangi projede ne kadar s\u00fcre harcad\u0131\u011f\u0131n\u0131n (timesheet verileri) takip edilerek operasyonel verimlili\u011fin art\u0131r\u0131lmas\u0131.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\">\ud83d\udca1 <strong>\u015eirketinizde veri odakl\u0131 bir yap\u0131 kurmak ad\u0131na bir sonraki ad\u0131mda neyi hedefleyelim?<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Bir peyzaj projesine ba\u015flarken toplanmas\u0131 gereken <strong>&#8220;Arazi ve \u0130klim Verileri Kontrol Listesi&#8221; (Checklist)<\/strong> mi haz\u0131rlayal\u0131m?<\/li>\n\n\n\n<li>Tasar\u0131m ofisinizin karl\u0131l\u0131\u011f\u0131n\u0131 ve b\u00fcy\u00fcmesini \u00f6l\u00e7mek i\u00e7in kullanabilece\u011finiz <strong>temel finansal ve operasyonel KPI metriklerini<\/strong> mi listeleyelim?<\/li>\n\n\n\n<li>Ak\u0131ll\u0131 bah\u00e7eler tasarlamak i\u00e7in kullan\u0131lan <strong>IoT (Nesnelerin \u0130nterneti) tabanl\u0131 peyzaj teknolojilerini<\/strong> mi inceleyelim?<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">Tercihinize g\u00f6re s\u00fcreci somut bir tasla\u011fa d\u00f6n\u00fc\u015ft\u00fcrebilirim.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Veri odakl\u0131 (data-driven) yakla\u015f\u0131m, peyzaj ve mimarl\u0131k s\u00fcre\u00e7lerinde tahmine dayal\u0131 kararlar yerine somut, \u00f6l\u00e7\u00fclebilir ve analiz edilebilir verileri merkeze koyarak ilerlemektir. Sekt\u00f6rdeki &#8220;sonu\u00e7 odakl\u0131 b\u00fcy\u00fcme&#8221; ve &#8220;m\u00fc\u015fteri i\u015fbirli\u011fi&#8221; hedeflerini bilimsel temellere oturtan bu y\u00f6ntem, tasar\u0131m hatalar\u0131n\u0131 s\u0131f\u0131ra indirirken ticari verimlili\u011fi maksimuma \u00e7\u0131kar\u0131r. Peyzaj ve mimarl\u0131kta veri odakl\u0131 yakla\u015f\u0131m, hem saha uygulamalar\u0131nda hem de i\u015f y\u00f6netiminde&hellip;&nbsp;<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"neve_meta_sidebar":"","neve_meta_container":"","neve_meta_enable_content_width":"","neve_meta_content_width":0,"neve_meta_title_alignment":"","neve_meta_author_avatar":"","neve_post_elements_order":"","neve_meta_disable_header":"","neve_meta_disable_footer":"","neve_meta_disable_title":"","_themeisle_gutenberg_block_has_review":false,"footnotes":""},"class_list":["post-132","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/halebeyzabulut.com\/index.php\/wp-json\/wp\/v2\/pages\/132","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/halebeyzabulut.com\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/halebeyzabulut.com\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/halebeyzabulut.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/halebeyzabulut.com\/index.php\/wp-json\/wp\/v2\/comments?post=132"}],"version-history":[{"count":1,"href":"https:\/\/halebeyzabulut.com\/index.php\/wp-json\/wp\/v2\/pages\/132\/revisions"}],"predecessor-version":[{"id":133,"href":"https:\/\/halebeyzabulut.com\/index.php\/wp-json\/wp\/v2\/pages\/132\/revisions\/133"}],"wp:attachment":[{"href":"https:\/\/halebeyzabulut.com\/index.php\/wp-json\/wp\/v2\/media?parent=132"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}