{"id":8621,"date":"2023-05-31T17:22:30","date_gmt":"2023-05-31T15:22:30","guid":{"rendered":"https:\/\/oikon.hr\/development-of-detection-method-for-invasive-plant-species-using-sentinel-data\/"},"modified":"2023-05-31T17:31:31","modified_gmt":"2023-05-31T15:31:31","slug":"development-of-detection-method-for-invasive-plant-species-using-sentinel-data","status":"publish","type":"post","link":"https:\/\/oikon.hr\/hr\/development-of-detection-method-for-invasive-plant-species-using-sentinel-data\/","title":{"rendered":"Razvoj metode detekcije invazivnih biljnih vrsta kori\u0161tenjem Sentinel satelitskih podataka"},"content":{"rendered":"\n

Naziv projekta:\u00a0<\/strong>Razvoj metode detekcije invazivnih biljnih vrsta kori\u0161tenjem Sentinel satelitskih podataka<\/p>\n\n\n\n

Klijent:<\/strong>\u00a0Europska svemirska agencija – ESA
Trajanje:\u00a0<\/strong>11\/2021 \u2013 01\/2023
Lokacija:<\/strong>\u00a0Hrvatska<\/p>\n\n\n\n

\n\n\n\n

Cilj projekta bio je ispitati mogu\u0107nost kori\u0161tenja visoko rezolucijskih Sentinel snimaka za razlikovanje i kartiranje odabranih invazivnih biljnih vrsta na temelju njihovih morfolo\u0161kih i fiziolo\u0161kih obilje\u017eja poput boje cvijeta i lista te koli\u010dine vode i klorofila u listovima. Aktivnosti projekta su bile podijeljene na \u010detiri radna paketa:<\/p>\n\n\n\n

  • Upravljanje projektom<\/li>
  • Procjena tr\u017ei\u0161ta<\/li>
  • Teorijski i determinantski okvir<\/li>
  • Predobrada slika i razvoj modela.<\/li><\/ul>\n\n\n\n

    Na temelju provedenog upitnika me\u0111u relevantnim dionicima (radni paket 2) i pregleda znanstvene literature (radni paket 3) odabrane su ambrozija (Ambrosia artemisiifolia<\/em>) i amorfa (Amorpha fruticosa<\/em>) te su terenskim radom sakupljeni prostorni podaci u definiranim podru\u010djima istra\u017eivanja (radni paket 3). Terenski podaci slu\u017eili su kao osnova za razvoj modela detekcije koja je obavljena identifikacijom razlika izme\u0111u spektralnog odraza odabranih vrsta i okolne vegetacije unutar odabranog stani\u0161ta, kao i usporedbom njihovih klju\u010dnih fenolo\u0161kih faza poput pupanja, cvatnje ili su\u0161enja. Primjenom algoritama strojnog u\u010denja dobiveni rezultati su analizirani s ciljem izdvajanja najzna\u010dajnijih varijabli, odnosno prediktora, pomo\u0107u kojih je postignuta najve\u0107a to\u010dnost modela detekcije prisutnosti ambrozije i amorfe.<\/p>\n\n\n\n

    Koraci i rezultati provedbe projekta:<\/p>\n\n\n\n

    • Napravljena je SWOT analiza hrvatskog tr\u017ei\u0161ta s aspekta primjene daljinskih istra\u017eivanja u pra\u0107enju invazivnih biljnih vrsta,<\/li>
    • Definirani su dionici iz podru\u010dja \u0161umarstva, za\u0161tite prirode i okoli\u0161a, poljoprivrede, upravljanja vodama i sl., koji su kontaktirati anketnim upitnikom zbog odre\u0111ivanja problemati\u010dnih invazivnih biljnih vrsta,<\/li>
    • Analizirani su anketni upitnici i definirane problemati\u010dne invazivne biljne vrste kao i metode upravljanja istima,<\/li>
    • Analizirana je recentna znanstvena i stru\u010dna literatura iz podru\u010dja primjene daljinskih istra\u017eivanja u monitoringu invazivnim biljnim vrstama,<\/li>
    • Intrepretirani su rezultati anketnog upitnika i analize literature te definirane najpogodnije invazivne biljne vrste za razvoj modela detekcije kao i njihova stani\u0161ta,<\/li>
    • Uz pomo\u0107 bespilotne letjelice prikupljeni su terenski podaci o pojavi amorfe i ambrozije,<\/li>
    • Digitalnom obradom terenskih podataka dobiveni su ulazni podaci za razvoj modela detekcije temeljenog na Sentinel 2 satelitskim podacima,<\/li>
    • Preuzete su Sentinel 2 satelitske snimke odabranih podru\u010dja te je obavljena predobrada \u0161to uklju\u010duje rezanje podru\u010dja interesa, uklanjanje naoblake, i maskiranje neobraslih podru\u010dja,<\/li>
    • Izra\u010dunati su vegetacijski indeksi za podru\u010dja istra\u017eivanja te su statisti\u010dkom obradom odabrani oni najpovoljniji za diferencijaciju amorfe i ambrozije od ostalih kategorija pokrova zemlji\u0161ta,<\/li>
    • Implementirane su razli\u010dite metode strojnog u\u010denja kako bi se dobio najbolji model detekcije \u2013 Random forest, K-Nearest Neighbour, Support Vector Machine, umjetna neuralna mre\u017ea i boosting klasifikacija,<\/li>
    • Rezultati klasifikacije su validirani na temelju prostornih podataka sakupljenih na terenu,<\/li>
    • Izra\u010dunate su matrice konfuzije i postotak to\u010dnosti pojedinog modela detekcije<\/li>
    • Odra\u0111eno je testiranje dobivenog modela na drugom podru\u010dju kako bi se utvrdila njegova robustnost i prenosivost<\/li>
    • Testirana je i, na temelju rezultata, odba\u010dena mogu\u0107nost kori\u0161tenja metode sinergije Sentinel 1 i Sentinel 2 podataka za detekciju ambrozije<\/li>
    • Izra\u0111ena su zavr\u0161na izvje\u0161\u0107a i tehni\u010dki dokumenti s opisom metodologije i rezultata istra\u017eivanja.<\/li><\/ul>\n\n\n\n

      <\/p>\n\n\n\n

      \n
      \"\"
      Ambrosia artemisiifolia<\/em><\/figcaption><\/figure>\n\n\n\n
      \"\"
      Amorpha fruticosa<\/em><\/figcaption><\/figure>\n<\/figure>\n\n\n\n

      Provedba ovog projekta doprinosi sljede\u0107im ciljevima odr\u017eivog razvoja<\/strong><\/strong><\/strong><\/strong>:<\/p>\n\n\n\n

      \"\"<\/figure>\n\n\n\n

      <\/p>\n","protected":false},"excerpt":{"rendered":"

      Europska svemirska agencija – ESA<\/p>\n","protected":false},"author":2,"featured_media":8617,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[797,811,799,793,810],"tags":[2091,2147,835,2148],"class_list":["post-8621","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-daljinska-istrazivanja-i-it-gis","category-istrazivanje","category-projekti","category-upravljanje-prirodnim-resursima","category-zastita-prirode","tag-earth-observation-2-hr","tag-invasive-plant-species-hr","tag-oikon-hr","tag-sentinel-data-hr"],"acf":[],"yoast_head":"\nRazvoj metode detekcije invazivnih biljnih vrsta kori\u0161tenjem Sentinel satelitskih podataka – Oikon d.o.o.<\/title>\n<meta name=\"description\" content=\"Europska svemirska agencija - ESA\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/oikon.hr\/hr\/development-of-detection-method-for-invasive-plant-species-using-sentinel-data\/\" \/>\n<meta property=\"og:locale\" content=\"hr_HR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Razvoj metode detekcije invazivnih biljnih vrsta kori\u0161tenjem Sentinel satelitskih podataka – Oikon d.o.o.\" \/>\n<meta property=\"og:description\" content=\"Europska svemirska agencija - ESA\" \/>\n<meta property=\"og:url\" content=\"https:\/\/oikon.hr\/hr\/development-of-detection-method-for-invasive-plant-species-using-sentinel-data\/\" \/>\n<meta property=\"og:site_name\" content=\"Oikon d.o.o.\" \/>\n<meta property=\"article:publisher\" content=\"http:\/\/www.facebook.com\/OikonLtd\/\" \/>\n<meta property=\"article:published_time\" content=\"2023-05-31T15:22:30+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-05-31T15:31:31+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/oikon.hr\/cms\/wp-content\/uploads\/2023\/05\/Oikon_Amfora.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1600\" \/>\n\t<meta property=\"og:image:height\" content=\"1200\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"oikonadministracija\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@OikonLtd\" \/>\n<meta name=\"twitter:site\" content=\"@OikonLtd\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"oikonadministracija\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/oikon.hr\/hr\/development-of-detection-method-for-invasive-plant-species-using-sentinel-data\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/oikon.hr\/hr\/development-of-detection-method-for-invasive-plant-species-using-sentinel-data\/\"},\"author\":{\"name\":\"oikonadministracija\",\"@id\":\"https:\/\/oikon.hr\/#\/schema\/person\/4fb14a46c1071083d5de459c14a82f7c\"},\"headline\":\"Razvoj metode detekcije invazivnih biljnih vrsta kori\u0161tenjem Sentinel satelitskih podataka\",\"datePublished\":\"2023-05-31T15:22:30+00:00\",\"dateModified\":\"2023-05-31T15:31:31+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/oikon.hr\/hr\/development-of-detection-method-for-invasive-plant-species-using-sentinel-data\/\"},\"wordCount\":540,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/oikon.hr\/#organization\"},\"image\":{\"@id\":\"https:\/\/oikon.hr\/hr\/development-of-detection-method-for-invasive-plant-species-using-sentinel-data\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/oikon.hr\/cms\/wp-content\/uploads\/2023\/05\/Oikon_Amfora.jpg\",\"keywords\":[\"earth observation\",\"Invasive plant species\",\"oikon\",\"Sentinel data\"],\"articleSection\":[\"Daljinska istra\u017eivanja i IT\/GIS\",\"Istra\u017eivanje\",\"PROJEKTI\",\"Upravljanje prirodnim resursima\",\"Za\u0161tita prirode\"],\"inLanguage\":\"hr-HR\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/oikon.hr\/hr\/development-of-detection-method-for-invasive-plant-species-using-sentinel-data\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/oikon.hr\/hr\/development-of-detection-method-for-invasive-plant-species-using-sentinel-data\/\",\"url\":\"https:\/\/oikon.hr\/hr\/development-of-detection-method-for-invasive-plant-species-using-sentinel-data\/\",\"name\":\"Razvoj metode detekcije invazivnih biljnih vrsta kori\u0161tenjem Sentinel satelitskih podataka – Oikon d.o.o.\",\"isPartOf\":{\"@id\":\"https:\/\/oikon.hr\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/oikon.hr\/hr\/development-of-detection-method-for-invasive-plant-species-using-sentinel-data\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/oikon.hr\/hr\/development-of-detection-method-for-invasive-plant-species-using-sentinel-data\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/oikon.hr\/cms\/wp-content\/uploads\/2023\/05\/Oikon_Amfora.jpg\",\"datePublished\":\"2023-05-31T15:22:30+00:00\",\"dateModified\":\"2023-05-31T15:31:31+00:00\",\"description\":\"Europska svemirska agencija - ESA\",\"breadcrumb\":{\"@id\":\"https:\/\/oikon.hr\/hr\/development-of-detection-method-for-invasive-plant-species-using-sentinel-data\/#breadcrumb\"},\"inLanguage\":\"hr-HR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/oikon.hr\/hr\/development-of-detection-method-for-invasive-plant-species-using-sentinel-data\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"hr-HR\",\"@id\":\"https:\/\/oikon.hr\/hr\/development-of-detection-method-for-invasive-plant-species-using-sentinel-data\/#primaryimage\",\"url\":\"https:\/\/oikon.hr\/cms\/wp-content\/uploads\/2023\/05\/Oikon_Amfora.jpg\",\"contentUrl\":\"https:\/\/oikon.hr\/cms\/wp-content\/uploads\/2023\/05\/Oikon_Amfora.jpg\",\"width\":1600,\"height\":1200},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/oikon.hr\/hr\/development-of-detection-method-for-invasive-plant-species-using-sentinel-data\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\",\"item\":\"https:\/\/oikon.hr\/hr\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"PROJEKTI\",\"item\":\"https:\/\/oikon.hr\/hr\/topic\/projekti\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Razvoj metode detekcije invazivnih biljnih vrsta kori\u0161tenjem Sentinel satelitskih podataka\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/oikon.hr\/#website\",\"url\":\"https:\/\/oikon.hr\/\",\"name\":\"Oikon d.o.o.\",\"description\":\"Institut za primijenjenu ekologiju\",\"publisher\":{\"@id\":\"https:\/\/oikon.hr\/#organization\"},\"alternateName\":\"OIKON\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/oikon.hr\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"hr-HR\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/oikon.hr\/#organization\",\"name\":\"Oikon d.o.o. - Institut za primijenjenu ekologiju\",\"alternateName\":\"OIKON\",\"url\":\"https:\/\/oikon.hr\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"hr-HR\",\"@id\":\"https:\/\/oikon.hr\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/oikon.hr\/cms\/wp-content\/uploads\/2021\/01\/OIKON_R_logo_transparent.png\",\"contentUrl\":\"https:\/\/oikon.hr\/cms\/wp-content\/uploads\/2021\/01\/OIKON_R_logo_transparent.png\",\"width\":1660,\"height\":541,\"caption\":\"Oikon d.o.o. - Institut za primijenjenu ekologiju\"},\"image\":{\"@id\":\"https:\/\/oikon.hr\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"http:\/\/www.facebook.com\/OikonLtd\/\",\"https:\/\/x.com\/OikonLtd\",\"https:\/\/www.instagram.com\/oikon_ltd\/\",\"https:\/\/www.linkedin.com\/company\/oikon---institute-for-applied-technology\/\",\"https:\/\/www.youtube.com\/channel\/UCu_eJ0ct90AEN8D85KWcRHQ\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/oikon.hr\/#\/schema\/person\/4fb14a46c1071083d5de459c14a82f7c\",\"name\":\"oikonadministracija\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"hr-HR\",\"@id\":\"https:\/\/oikon.hr\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/e247aba33e5428fc6a24bbca24b92af36ceafa9a824508df7d1d40391c5f0748?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/e247aba33e5428fc6a24bbca24b92af36ceafa9a824508df7d1d40391c5f0748?s=96&d=mm&r=g\",\"caption\":\"oikonadministracija\"},\"url\":\"https:\/\/oikon.hr\/hr\/author\/oikonadministracija\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Razvoj metode detekcije invazivnih biljnih vrsta kori\u0161tenjem Sentinel satelitskih podataka – Oikon d.o.o.","description":"Europska svemirska agencija - ESA","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:\/\/oikon.hr\/hr\/development-of-detection-method-for-invasive-plant-species-using-sentinel-data\/","og_locale":"hr_HR","og_type":"article","og_title":"Razvoj metode detekcije invazivnih biljnih vrsta kori\u0161tenjem Sentinel satelitskih podataka – Oikon d.o.o.","og_description":"Europska svemirska agencija - ESA","og_url":"https:\/\/oikon.hr\/hr\/development-of-detection-method-for-invasive-plant-species-using-sentinel-data\/","og_site_name":"Oikon d.o.o.","article_publisher":"http:\/\/www.facebook.com\/OikonLtd\/","article_published_time":"2023-05-31T15:22:30+00:00","article_modified_time":"2023-05-31T15:31:31+00:00","og_image":[{"width":1600,"height":1200,"url":"https:\/\/oikon.hr\/cms\/wp-content\/uploads\/2023\/05\/Oikon_Amfora.jpg","type":"image\/jpeg"}],"author":"oikonadministracija","twitter_card":"summary_large_image","twitter_creator":"@OikonLtd","twitter_site":"@OikonLtd","twitter_misc":{"Written by":"oikonadministracija","Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/oikon.hr\/hr\/development-of-detection-method-for-invasive-plant-species-using-sentinel-data\/#article","isPartOf":{"@id":"https:\/\/oikon.hr\/hr\/development-of-detection-method-for-invasive-plant-species-using-sentinel-data\/"},"author":{"name":"oikonadministracija","@id":"https:\/\/oikon.hr\/#\/schema\/person\/4fb14a46c1071083d5de459c14a82f7c"},"headline":"Razvoj metode detekcije invazivnih biljnih vrsta kori\u0161tenjem Sentinel satelitskih podataka","datePublished":"2023-05-31T15:22:30+00:00","dateModified":"2023-05-31T15:31:31+00:00","mainEntityOfPage":{"@id":"https:\/\/oikon.hr\/hr\/development-of-detection-method-for-invasive-plant-species-using-sentinel-data\/"},"wordCount":540,"commentCount":0,"publisher":{"@id":"https:\/\/oikon.hr\/#organization"},"image":{"@id":"https:\/\/oikon.hr\/hr\/development-of-detection-method-for-invasive-plant-species-using-sentinel-data\/#primaryimage"},"thumbnailUrl":"https:\/\/oikon.hr\/cms\/wp-content\/uploads\/2023\/05\/Oikon_Amfora.jpg","keywords":["earth observation","Invasive plant species","oikon","Sentinel data"],"articleSection":["Daljinska istra\u017eivanja i IT\/GIS","Istra\u017eivanje","PROJEKTI","Upravljanje prirodnim resursima","Za\u0161tita prirode"],"inLanguage":"hr-HR","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/oikon.hr\/hr\/development-of-detection-method-for-invasive-plant-species-using-sentinel-data\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/oikon.hr\/hr\/development-of-detection-method-for-invasive-plant-species-using-sentinel-data\/","url":"https:\/\/oikon.hr\/hr\/development-of-detection-method-for-invasive-plant-species-using-sentinel-data\/","name":"Razvoj metode detekcije invazivnih biljnih vrsta kori\u0161tenjem Sentinel satelitskih podataka – Oikon d.o.o.","isPartOf":{"@id":"https:\/\/oikon.hr\/#website"},"primaryImageOfPage":{"@id":"https:\/\/oikon.hr\/hr\/development-of-detection-method-for-invasive-plant-species-using-sentinel-data\/#primaryimage"},"image":{"@id":"https:\/\/oikon.hr\/hr\/development-of-detection-method-for-invasive-plant-species-using-sentinel-data\/#primaryimage"},"thumbnailUrl":"https:\/\/oikon.hr\/cms\/wp-content\/uploads\/2023\/05\/Oikon_Amfora.jpg","datePublished":"2023-05-31T15:22:30+00:00","dateModified":"2023-05-31T15:31:31+00:00","description":"Europska svemirska agencija - ESA","breadcrumb":{"@id":"https:\/\/oikon.hr\/hr\/development-of-detection-method-for-invasive-plant-species-using-sentinel-data\/#breadcrumb"},"inLanguage":"hr-HR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/oikon.hr\/hr\/development-of-detection-method-for-invasive-plant-species-using-sentinel-data\/"]}]},{"@type":"ImageObject","inLanguage":"hr-HR","@id":"https:\/\/oikon.hr\/hr\/development-of-detection-method-for-invasive-plant-species-using-sentinel-data\/#primaryimage","url":"https:\/\/oikon.hr\/cms\/wp-content\/uploads\/2023\/05\/Oikon_Amfora.jpg","contentUrl":"https:\/\/oikon.hr\/cms\/wp-content\/uploads\/2023\/05\/Oikon_Amfora.jpg","width":1600,"height":1200},{"@type":"BreadcrumbList","@id":"https:\/\/oikon.hr\/hr\/development-of-detection-method-for-invasive-plant-species-using-sentinel-data\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"","item":"https:\/\/oikon.hr\/hr\/"},{"@type":"ListItem","position":2,"name":"PROJEKTI","item":"https:\/\/oikon.hr\/hr\/topic\/projekti\/"},{"@type":"ListItem","position":3,"name":"Razvoj metode detekcije invazivnih biljnih vrsta kori\u0161tenjem Sentinel satelitskih podataka"}]},{"@type":"WebSite","@id":"https:\/\/oikon.hr\/#website","url":"https:\/\/oikon.hr\/","name":"Oikon d.o.o.","description":"Institut za primijenjenu ekologiju","publisher":{"@id":"https:\/\/oikon.hr\/#organization"},"alternateName":"OIKON","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/oikon.hr\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"hr-HR"},{"@type":"Organization","@id":"https:\/\/oikon.hr\/#organization","name":"Oikon d.o.o. - Institut za primijenjenu ekologiju","alternateName":"OIKON","url":"https:\/\/oikon.hr\/","logo":{"@type":"ImageObject","inLanguage":"hr-HR","@id":"https:\/\/oikon.hr\/#\/schema\/logo\/image\/","url":"https:\/\/oikon.hr\/cms\/wp-content\/uploads\/2021\/01\/OIKON_R_logo_transparent.png","contentUrl":"https:\/\/oikon.hr\/cms\/wp-content\/uploads\/2021\/01\/OIKON_R_logo_transparent.png","width":1660,"height":541,"caption":"Oikon d.o.o. - Institut za primijenjenu ekologiju"},"image":{"@id":"https:\/\/oikon.hr\/#\/schema\/logo\/image\/"},"sameAs":["http:\/\/www.facebook.com\/OikonLtd\/","https:\/\/x.com\/OikonLtd","https:\/\/www.instagram.com\/oikon_ltd\/","https:\/\/www.linkedin.com\/company\/oikon---institute-for-applied-technology\/","https:\/\/www.youtube.com\/channel\/UCu_eJ0ct90AEN8D85KWcRHQ"]},{"@type":"Person","@id":"https:\/\/oikon.hr\/#\/schema\/person\/4fb14a46c1071083d5de459c14a82f7c","name":"oikonadministracija","image":{"@type":"ImageObject","inLanguage":"hr-HR","@id":"https:\/\/oikon.hr\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/e247aba33e5428fc6a24bbca24b92af36ceafa9a824508df7d1d40391c5f0748?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/e247aba33e5428fc6a24bbca24b92af36ceafa9a824508df7d1d40391c5f0748?s=96&d=mm&r=g","caption":"oikonadministracija"},"url":"https:\/\/oikon.hr\/hr\/author\/oikonadministracija\/"}]}},"_links":{"self":[{"href":"https:\/\/oikon.hr\/hr\/wp-json\/wp\/v2\/posts\/8621","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/oikon.hr\/hr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/oikon.hr\/hr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/oikon.hr\/hr\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/oikon.hr\/hr\/wp-json\/wp\/v2\/comments?post=8621"}],"version-history":[{"count":1,"href":"https:\/\/oikon.hr\/hr\/wp-json\/wp\/v2\/posts\/8621\/revisions"}],"predecessor-version":[{"id":8623,"href":"https:\/\/oikon.hr\/hr\/wp-json\/wp\/v2\/posts\/8621\/revisions\/8623"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oikon.hr\/hr\/wp-json\/wp\/v2\/media\/8617"}],"wp:attachment":[{"href":"https:\/\/oikon.hr\/hr\/wp-json\/wp\/v2\/media?parent=8621"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/oikon.hr\/hr\/wp-json\/wp\/v2\/categories?post=8621"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/oikon.hr\/hr\/wp-json\/wp\/v2\/tags?post=8621"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}