{"id":14299,"date":"2019-05-01T16:53:07","date_gmt":"2019-05-01T14:53:07","guid":{"rendered":"https:\/\/www.kwrwater.nl\/actueel\/oasen-voorspelt-pieken-in-watervraag-met-datagedreven-algoritme-van-kwr\/"},"modified":"2019-08-19T13:58:57","modified_gmt":"2019-08-19T11:58:57","slug":"oasen-predicts-peaks-in-water-demand-with-data-driven-algorithm-from-kwr","status":"publish","type":"post","link":"https:\/\/www.kwrwater.nl\/en\/actueel\/oasen-predicts-peaks-in-water-demand-with-data-driven-algorithm-from-kwr\/","title":{"rendered":"Oasen forecasts peaks in water demand with data-driven algorithm from KWR"},"content":{"rendered":"<div class=\"post_intro\">\n<p>This spring the Oasen water utility began using a new, data-driven algorithm which, on the basis of population statistics and climate scenarios, forecasts the future development of water demand. Oasen uses this information to shape its future drinking water infrastructure. The EDWARD algorithm was developed by KWR within the framework of the Joint Research Programme with the water utilities, and is continuously fed with customised data: from Statistics Netherlands (CBS) on holiday practices, and from the Royal Netherlands Meteorological Institute (KNMI) on climate change.<\/p>\n<\/div>\n<p>The algorithm, which is the product of a unique collaboration between Oasen, KWR and CBS, enables the calculation of possible future scenarios in greater detail than was previously possible. It has been dubbed EDWARD, an acronym which reflects its function: simulating Extremes in Drinking WAteR Demand. Since EDWARD is continuously fed with the most recent data from the KNMI and CBS, any new developments are immediately incorporated into the model forecasts. Thanks to these forecasts, Oasen can properly prepare its drinking water infrastructure for the future. A key success factor for the implementation of EDWARD at Oasen is the availability of detailed external data from CBS and the KNMI, as well as the utility\u2019s internal daily production figures.<\/p>\n<p>Video (in Dutch, translation soon available):<\/p>\n<p><iframe loading=\"lazy\" src=\"https:\/\/player.vimeo.com\/video\/256079870?title=0&amp;byline=0&amp;portrait=0\" width=\"640\" height=\"360\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n<h2>Peak water demand determines capacity<\/h2>\n<p>Over the last few years, water utilities have put a lot of effort into acquiring a clearer picture of the possible effects of climate change on water demand in the Netherlands. For example, KWR has carried out research for the Dutch water utilities on the influence of climate change on peaks in water demand, because the peaks determine the drinking water infrastructure\u2019s required capacity. This research demonstrated that the influence of climate change is very area-specific, and that demand peaks in 2050 could exceed those currently experienced by up to 22%. This means that in the years to come the water utilities will invest, among others, in the extension of their supply capacity. A crucial element in this regard are the holiday practices in the Netherlands: peak water demand is typically much higher if many people stay at home on hot days or during drought periods. Further information on this research, including a short video, is available on the <a href=\"https:\/\/www.kwrwater.nl\/en\/projecten\/toekomstig-watergebruik-en-piekfactoren-bij-klimaatverandering\/\" target=\"_blank\" rel=\"noopener noreferrer\">project page<\/a>.<\/p>\n<h2>Trained with historical data<\/h2>\n<p>In order to take account of all relevant meteorological and social factors in forecasting peaks in water demand, KWR trained the self-learning, machine-learning model EDWARD with large amounts of historical data from Oasen.<\/p>\n<div class=\"wp-caption aligncenter\" style=\"width: 1920px\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.kwrwater.nl\/wp-content\/uploads\/2018\/12\/dashboard.png\" alt=\"\" width=\"1920\" height=\"1080\" \/><p class=\"wp-caption-text\">KWR trained the self-learning, machine-learning model EDWARD with large amounts of historical data from Oasen.<\/p><\/div>\n<h2>Reliable drinking water provision<\/h2>\n<p>The <a href=\"http:\/\/www.oasen.nl\/\" target=\"_blank\" rel=\"noopener noreferrer\">Oasen<\/a> water utility provides drinking water to the eastern part of the Province of South-Holland. The utility wants to be well prepared for the future.\u00a0 Disposing of reliable information about the future, with regard to growing water demand and higher demand peaks during hot periods, is essential for Oasen. \u2018To maintain today\u2019s high level of supply reliability, we need insight into future peak demands so that we can organise our infrastructure accordingly, and don\u2019t have to ask our customers to restrict their consumption,\u2019 says Bas Bouwman of Oasen. \u2018EDWARD gives us current new insights into peak demands, based on new data on climate- and holiday-staggering scenarios and water demand. This will also allow us in the future to ensure that the water keeps flowing from the tap at the right pressure.\u2019<\/p>\n","protected":false},"excerpt":{"rendered":"<p>This spring the Oasen water utility began using a new, data-driven algorithm which, on the basis of population statistics and climate scenarios, forecasts the future development of water demand. Oasen uses this information to shape its future drinking&#8230;<\/p>\n","protected":false},"author":8,"featured_media":13164,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_relevanssi_hide_post":"","_relevanssi_hide_content":"","_relevanssi_pin_for_all":"","_relevanssi_pin_keywords":"","_relevanssi_unpin_keywords":"","_relevanssi_related_keywords":"","_relevanssi_related_include_ids":"","_relevanssi_related_exclude_ids":"","_relevanssi_related_no_append":"","_relevanssi_related_not_related":"","_relevanssi_related_posts":"","_relevanssi_noindex_reason":"","footnotes":""},"categories":[9],"tags":[],"class_list":["post-14299","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","gtag-drinking-water","gtag-climate","gtag-model-studies","gtag-hydroinformatics","gtag-year-review-2019"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Oasen forecasts peaks in water demand with data-driven algorithm from KWR - KWR<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.kwrwater.nl\/en\/actueel\/oasen-predicts-peaks-in-water-demand-with-data-driven-algorithm-from-kwr\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Oasen forecasts peaks in water demand with data-driven algorithm from KWR - KWR\" \/>\n<meta property=\"og:description\" content=\"This spring the Oasen water utility began using a new, data-driven algorithm which, on the basis of population statistics and climate scenarios, forecasts the future development of water demand. Oasen uses this information to shape its future drinking...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.kwrwater.nl\/en\/actueel\/oasen-predicts-peaks-in-water-demand-with-data-driven-algorithm-from-kwr\/\" \/>\n<meta property=\"og:site_name\" content=\"KWR\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/KWRwater\/\" \/>\n<meta property=\"article:published_time\" content=\"2019-05-01T14:53:07+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2019-08-19T11:58:57+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.kwrwater.nl\/wp-content\/uploads\/2016\/05\/sprinkler-2366751_1280.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1280\" \/>\n\t<meta property=\"og:image:height\" content=\"960\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"KWR - GS\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@KWR_water\" \/>\n<meta name=\"twitter:site\" content=\"@KWR_water\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"KWR - GS\" \/>\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:\/\/www.kwrwater.nl\/en\/actueel\/oasen-predicts-peaks-in-water-demand-with-data-driven-algorithm-from-kwr\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.kwrwater.nl\/en\/actueel\/oasen-predicts-peaks-in-water-demand-with-data-driven-algorithm-from-kwr\/\"},\"author\":{\"name\":\"KWR - GS\",\"@id\":\"https:\/\/www.kwrwater.nl\/en\/#\/schema\/person\/ad62789be1c066a9a57e7439d78d826d\"},\"headline\":\"Oasen forecasts peaks in water demand with data-driven algorithm from KWR\",\"datePublished\":\"2019-05-01T14:53:07+00:00\",\"dateModified\":\"2019-08-19T11:58:57+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.kwrwater.nl\/en\/actueel\/oasen-predicts-peaks-in-water-demand-with-data-driven-algorithm-from-kwr\/\"},\"wordCount\":581,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/www.kwrwater.nl\/en\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.kwrwater.nl\/en\/actueel\/oasen-predicts-peaks-in-water-demand-with-data-driven-algorithm-from-kwr\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.kwrwater.nl\/wp-content\/uploads\/2016\/05\/sprinkler-2366751_1280.jpg\",\"articleSection\":[\"News\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/www.kwrwater.nl\/en\/actueel\/oasen-predicts-peaks-in-water-demand-with-data-driven-algorithm-from-kwr\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.kwrwater.nl\/en\/actueel\/oasen-predicts-peaks-in-water-demand-with-data-driven-algorithm-from-kwr\/\",\"url\":\"https:\/\/www.kwrwater.nl\/en\/actueel\/oasen-predicts-peaks-in-water-demand-with-data-driven-algorithm-from-kwr\/\",\"name\":\"Oasen forecasts peaks in water demand with data-driven algorithm from KWR - KWR\",\"isPartOf\":{\"@id\":\"https:\/\/www.kwrwater.nl\/en\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.kwrwater.nl\/en\/actueel\/oasen-predicts-peaks-in-water-demand-with-data-driven-algorithm-from-kwr\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.kwrwater.nl\/en\/actueel\/oasen-predicts-peaks-in-water-demand-with-data-driven-algorithm-from-kwr\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.kwrwater.nl\/wp-content\/uploads\/2016\/05\/sprinkler-2366751_1280.jpg\",\"datePublished\":\"2019-05-01T14:53:07+00:00\",\"dateModified\":\"2019-08-19T11:58:57+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/www.kwrwater.nl\/en\/actueel\/oasen-predicts-peaks-in-water-demand-with-data-driven-algorithm-from-kwr\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.kwrwater.nl\/en\/actueel\/oasen-predicts-peaks-in-water-demand-with-data-driven-algorithm-from-kwr\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.kwrwater.nl\/en\/actueel\/oasen-predicts-peaks-in-water-demand-with-data-driven-algorithm-from-kwr\/#primaryimage\",\"url\":\"https:\/\/www.kwrwater.nl\/wp-content\/uploads\/2016\/05\/sprinkler-2366751_1280.jpg\",\"contentUrl\":\"https:\/\/www.kwrwater.nl\/wp-content\/uploads\/2016\/05\/sprinkler-2366751_1280.jpg\",\"width\":1280,\"height\":960},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.kwrwater.nl\/en\/actueel\/oasen-predicts-peaks-in-water-demand-with-data-driven-algorithm-from-kwr\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.kwrwater.nl\/en\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Oasen forecasts peaks in water demand with data-driven algorithm from KWR\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.kwrwater.nl\/en\/#website\",\"url\":\"https:\/\/www.kwrwater.nl\/en\/\",\"name\":\"KWR\",\"description\":\"Bridging science to practice in the watercycle\",\"publisher\":{\"@id\":\"https:\/\/www.kwrwater.nl\/en\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.kwrwater.nl\/en\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.kwrwater.nl\/en\/#organization\",\"name\":\"KWR Water Research Institute\",\"url\":\"https:\/\/www.kwrwater.nl\/en\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.kwrwater.nl\/en\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.kwrwater.nl\/wp-content\/uploads\/2016\/05\/kwr_logo.svg\",\"contentUrl\":\"https:\/\/www.kwrwater.nl\/wp-content\/uploads\/2016\/05\/kwr_logo.svg\",\"width\":1,\"height\":1,\"caption\":\"KWR Water Research Institute\"},\"image\":{\"@id\":\"https:\/\/www.kwrwater.nl\/en\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/KWRwater\/\",\"https:\/\/x.com\/KWR_water\",\"https:\/\/www.instagram.com\/kwr_water\/\",\"https:\/\/www.linkedin.com\/company\/kwr-watercycle-research-institute\/\",\"https:\/\/www.youtube.com\/channel\/UCRPWFEEsC32DeP55thhLJQg\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.kwrwater.nl\/en\/#\/schema\/person\/ad62789be1c066a9a57e7439d78d826d\",\"name\":\"KWR - GS\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.kwrwater.nl\/en\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/101e9f1d92437afe5d90c69437f8fcfa?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/101e9f1d92437afe5d90c69437f8fcfa?s=96&d=mm&r=g\",\"caption\":\"KWR - GS\"},\"url\":\"https:\/\/www.kwrwater.nl\/en\/actueel\/author\/gerda\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Oasen forecasts peaks in water demand with data-driven algorithm from KWR - KWR","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:\/\/www.kwrwater.nl\/en\/actueel\/oasen-predicts-peaks-in-water-demand-with-data-driven-algorithm-from-kwr\/","og_locale":"en_US","og_type":"article","og_title":"Oasen forecasts peaks in water demand with data-driven algorithm from KWR - KWR","og_description":"This spring the Oasen water utility began using a new, data-driven algorithm which, on the basis of population statistics and climate scenarios, forecasts the future development of water demand. Oasen uses this information to shape its future drinking...","og_url":"https:\/\/www.kwrwater.nl\/en\/actueel\/oasen-predicts-peaks-in-water-demand-with-data-driven-algorithm-from-kwr\/","og_site_name":"KWR","article_publisher":"https:\/\/www.facebook.com\/KWRwater\/","article_published_time":"2019-05-01T14:53:07+00:00","article_modified_time":"2019-08-19T11:58:57+00:00","og_image":[{"width":1280,"height":960,"url":"https:\/\/www.kwrwater.nl\/wp-content\/uploads\/2016\/05\/sprinkler-2366751_1280.jpg","type":"image\/jpeg"}],"author":"KWR - GS","twitter_card":"summary_large_image","twitter_creator":"@KWR_water","twitter_site":"@KWR_water","twitter_misc":{"Written by":"KWR - GS","Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.kwrwater.nl\/en\/actueel\/oasen-predicts-peaks-in-water-demand-with-data-driven-algorithm-from-kwr\/#article","isPartOf":{"@id":"https:\/\/www.kwrwater.nl\/en\/actueel\/oasen-predicts-peaks-in-water-demand-with-data-driven-algorithm-from-kwr\/"},"author":{"name":"KWR - GS","@id":"https:\/\/www.kwrwater.nl\/en\/#\/schema\/person\/ad62789be1c066a9a57e7439d78d826d"},"headline":"Oasen forecasts peaks in water demand with data-driven algorithm from KWR","datePublished":"2019-05-01T14:53:07+00:00","dateModified":"2019-08-19T11:58:57+00:00","mainEntityOfPage":{"@id":"https:\/\/www.kwrwater.nl\/en\/actueel\/oasen-predicts-peaks-in-water-demand-with-data-driven-algorithm-from-kwr\/"},"wordCount":581,"commentCount":0,"publisher":{"@id":"https:\/\/www.kwrwater.nl\/en\/#organization"},"image":{"@id":"https:\/\/www.kwrwater.nl\/en\/actueel\/oasen-predicts-peaks-in-water-demand-with-data-driven-algorithm-from-kwr\/#primaryimage"},"thumbnailUrl":"https:\/\/www.kwrwater.nl\/wp-content\/uploads\/2016\/05\/sprinkler-2366751_1280.jpg","articleSection":["News"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/www.kwrwater.nl\/en\/actueel\/oasen-predicts-peaks-in-water-demand-with-data-driven-algorithm-from-kwr\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/www.kwrwater.nl\/en\/actueel\/oasen-predicts-peaks-in-water-demand-with-data-driven-algorithm-from-kwr\/","url":"https:\/\/www.kwrwater.nl\/en\/actueel\/oasen-predicts-peaks-in-water-demand-with-data-driven-algorithm-from-kwr\/","name":"Oasen forecasts peaks in water demand with data-driven algorithm from KWR - KWR","isPartOf":{"@id":"https:\/\/www.kwrwater.nl\/en\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.kwrwater.nl\/en\/actueel\/oasen-predicts-peaks-in-water-demand-with-data-driven-algorithm-from-kwr\/#primaryimage"},"image":{"@id":"https:\/\/www.kwrwater.nl\/en\/actueel\/oasen-predicts-peaks-in-water-demand-with-data-driven-algorithm-from-kwr\/#primaryimage"},"thumbnailUrl":"https:\/\/www.kwrwater.nl\/wp-content\/uploads\/2016\/05\/sprinkler-2366751_1280.jpg","datePublished":"2019-05-01T14:53:07+00:00","dateModified":"2019-08-19T11:58:57+00:00","breadcrumb":{"@id":"https:\/\/www.kwrwater.nl\/en\/actueel\/oasen-predicts-peaks-in-water-demand-with-data-driven-algorithm-from-kwr\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.kwrwater.nl\/en\/actueel\/oasen-predicts-peaks-in-water-demand-with-data-driven-algorithm-from-kwr\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.kwrwater.nl\/en\/actueel\/oasen-predicts-peaks-in-water-demand-with-data-driven-algorithm-from-kwr\/#primaryimage","url":"https:\/\/www.kwrwater.nl\/wp-content\/uploads\/2016\/05\/sprinkler-2366751_1280.jpg","contentUrl":"https:\/\/www.kwrwater.nl\/wp-content\/uploads\/2016\/05\/sprinkler-2366751_1280.jpg","width":1280,"height":960},{"@type":"BreadcrumbList","@id":"https:\/\/www.kwrwater.nl\/en\/actueel\/oasen-predicts-peaks-in-water-demand-with-data-driven-algorithm-from-kwr\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.kwrwater.nl\/en\/"},{"@type":"ListItem","position":2,"name":"Oasen forecasts peaks in water demand with data-driven algorithm from KWR"}]},{"@type":"WebSite","@id":"https:\/\/www.kwrwater.nl\/en\/#website","url":"https:\/\/www.kwrwater.nl\/en\/","name":"KWR","description":"Bridging science to practice in the watercycle","publisher":{"@id":"https:\/\/www.kwrwater.nl\/en\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.kwrwater.nl\/en\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.kwrwater.nl\/en\/#organization","name":"KWR Water Research Institute","url":"https:\/\/www.kwrwater.nl\/en\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.kwrwater.nl\/en\/#\/schema\/logo\/image\/","url":"https:\/\/www.kwrwater.nl\/wp-content\/uploads\/2016\/05\/kwr_logo.svg","contentUrl":"https:\/\/www.kwrwater.nl\/wp-content\/uploads\/2016\/05\/kwr_logo.svg","width":1,"height":1,"caption":"KWR Water Research Institute"},"image":{"@id":"https:\/\/www.kwrwater.nl\/en\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/KWRwater\/","https:\/\/x.com\/KWR_water","https:\/\/www.instagram.com\/kwr_water\/","https:\/\/www.linkedin.com\/company\/kwr-watercycle-research-institute\/","https:\/\/www.youtube.com\/channel\/UCRPWFEEsC32DeP55thhLJQg\/"]},{"@type":"Person","@id":"https:\/\/www.kwrwater.nl\/en\/#\/schema\/person\/ad62789be1c066a9a57e7439d78d826d","name":"KWR - GS","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.kwrwater.nl\/en\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/101e9f1d92437afe5d90c69437f8fcfa?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/101e9f1d92437afe5d90c69437f8fcfa?s=96&d=mm&r=g","caption":"KWR - GS"},"url":"https:\/\/www.kwrwater.nl\/en\/actueel\/author\/gerda\/"}]}},"_links":{"self":[{"href":"https:\/\/www.kwrwater.nl\/en\/wp-json\/wp\/v2\/posts\/14299","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kwrwater.nl\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kwrwater.nl\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kwrwater.nl\/en\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kwrwater.nl\/en\/wp-json\/wp\/v2\/comments?post=14299"}],"version-history":[{"count":3,"href":"https:\/\/www.kwrwater.nl\/en\/wp-json\/wp\/v2\/posts\/14299\/revisions"}],"predecessor-version":[{"id":15280,"href":"https:\/\/www.kwrwater.nl\/en\/wp-json\/wp\/v2\/posts\/14299\/revisions\/15280"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kwrwater.nl\/en\/wp-json\/wp\/v2\/media\/13164"}],"wp:attachment":[{"href":"https:\/\/www.kwrwater.nl\/en\/wp-json\/wp\/v2\/media?parent=14299"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kwrwater.nl\/en\/wp-json\/wp\/v2\/categories?post=14299"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kwrwater.nl\/en\/wp-json\/wp\/v2\/tags?post=14299"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}