{"id":281404,"date":"2025-01-15T09:43:02","date_gmt":"2025-01-15T08:43:02","guid":{"rendered":"https:\/\/weenat.com\/?p=281404"},"modified":"2026-02-09T11:25:28","modified_gmt":"2026-02-09T10:25:28","slug":"how-cristal-union-developed-a-high-performance-decision-support-tool-cristal-cercoad-using-weenat-weather-data","status":"publish","type":"post","link":"https:\/\/weenat.com\/en\/how-cristal-union-developed-a-high-performance-decision-support-tool-cristal-cercoad-using-weenat-weather-data\/","title":{"rendered":"How Cristal Union developed a high-performance decision support tool: Cristal Cerc\u2019OAD\u00ae using Weenat weather data\u00a0"},"content":{"rendered":"

[et_pb_section fb_built=”1″ _builder_version=”4.24.0″ _module_preset=”default” global_colors_info=”{}” theme_builder_area=”post_content”][et_pb_row _builder_version=”4.24.0″ _module_preset=”default” locked=”off” global_colors_info=”{}” theme_builder_area=”post_content”][et_pb_column type=”4_4″ _builder_version=”4.24.0″ _module_preset=”default” global_colors_info=”{}” theme_builder_area=”post_content”][et_pb_text _builder_version=”4.27.5″ _module_preset=”a911bbfb-d5ea-4b1c-a805-a3c8d79268a7″ hover_enabled=”0″ global_colors_info=”{}” theme_builder_area=”post_content” sticky_enabled=”0″]<\/p>\n

1. Context<\/h2>\n

[\/et_pb_text][et_pb_text _builder_version=”4.27.5″ _module_preset=”default” hover_enabled=”0″ global_colors_info=”{}” theme_builder_area=”post_content” sticky_enabled=”0″]Cristal Union<\/strong> is a cooperative group and one of the leading producers of beet sugar and alcohol<\/strong> in Europe, bringing together more than 9,000 farmer-cooperators<\/strong> across France.<\/p>\n

For several years, sugar beet crops have been increasingly affected by cercospora leaf spot<\/strong>, a fungal disease that can cause yield losses of 25 to 30%<\/strong> for farmers.<\/span>[\/et_pb_text][et_pb_image src=”https:\/\/weenat.com\/wp-content\/uploads\/2025\/01\/cristal-union-Sainte-Emilie-2023-80-Franck-DUNOUAU.webp” admin_label=”Image” _builder_version=”4.27.5″ _module_preset=”default” custom_margin=”|20px|||false|false” hover_enabled=”0″ border_radii=”on|10px|10px|10px|10px” box_shadow_style=”preset3″ global_colors_info=”{}” theme_builder_area=”post_content” sticky_enabled=”0″ alt=”cristal-union-Sainte-Emilie-2023-80-Franck-DUNOUAU”][\/et_pb_image][et_pb_text _builder_version=”4.27.5″ _module_preset=”default” hover_enabled=”0″ global_colors_info=”{}” theme_builder_area=”post_content” sticky_enabled=”0″]This disease thrives under specific weather conditions: warm temperatures (optimal between 19 and 26\u00b0C)<\/strong> and high humidity. As climate change intensifies, average temperatures rise,<\/strong> and periods of heavy rainfall<\/strong> become more frequent<\/p>\n

The result? Cristal Union is facing more frequent and intense cercospora outbreaks<\/strong> across all production areas.[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=”4.24.0″ _module_preset=”default” locked=”off” global_colors_info=”{}” theme_builder_area=”post_content”][et_pb_column type=”4_4″ _builder_version=”4.24.0″ _module_preset=”default” global_colors_info=”{}” theme_builder_area=”post_content”][et_pb_text _builder_version=”4.27.5″ _module_preset=”a911bbfb-d5ea-4b1c-a805-a3c8d79268a7″ hover_enabled=”0″ global_colors_info=”{}” theme_builder_area=”post_content” sticky_enabled=”0″]<\/p>\n

2. Challenge<\/strong><\/span><\/h2>\n

[\/et_pb_text][et_pb_text _builder_version=”4.27.5″ _module_preset=”default” hover_enabled=”0″ global_colors_info=”{}” theme_builder_area=”post_content” sticky_enabled=”0″]To help its members combat the disease, Cristal Union\u2019s agronomy team launched its own cercospora development model in 2018, enabling farmers to act at the right time to control the risk of fungal spread: Cristal Cerc\u2019OAD\u00ae<\/strong>. <\/p>\n

To create a reliable and high-performance Decision Support Tool<\/strong>, the company relied on the results of 7 years of experimentation and data<\/strong> from its network of connected weather stations.[\/et_pb_text][et_pb_image src=”https:\/\/weenat.com\/wp-content\/uploads\/2025\/03\/Cristal-Union-USE-CASE-2-min.webp” alt=”Cristal Union Cristal Cerc’oad” _builder_version=”4.27.5″ _module_preset=”default” max_width=”70%” max_width_tablet=”70%” max_width_phone=”100%” max_width_last_edited=”on|phone” module_alignment=”center” hover_enabled=”0″ global_colors_info=”{}” theme_builder_area=”post_content” sticky_enabled=”0″][\/et_pb_image][et_pb_text _builder_version=”4.24.0″ _module_preset=”default” global_colors_info=”{}” theme_builder_area=”post_content”]<\/p>\n

Graph legend: <\/em><\/p>\n

\ud83d\udfea\u00a0Trigger threshold<\/em><\/p>\n

\ud83d\udfe9\u00a0Daily Cumulative Infectious Risks<\/em><\/p>\n

[\/et_pb_text][et_pb_text _builder_version=”4.24.0″ _module_preset=”default” text_text_color=”#FFFFFF” header_2_text_color=”#FFFFFF” background_color=”rgba(0,38,53,0.24)” use_background_color_gradient=”on” background_color_gradient_direction=”171deg” background_color_gradient_stops=”#002635 20%|rgba(255,255,255,0) 100%” background_color_gradient_overlays_image=”on” background_image=”https:\/\/weenat.com\/wp-content\/uploads\/2025\/01\/betterave-vasilina-sirotina-qwxV8mAo5gQ-unsplash.webp” parallax=”on” max_width=”100%” custom_margin=”48px||48px||true|false” custom_padding=”5%|5%|5%|5%|true|true” border_radii=”on|10px|10px|10px|10px” locked=”off” global_colors_info=”{}” theme_builder_area=”post_content”]<\/p>\n

“To feed our tool\u2019s algorithms<\/strong>, we needed very precise weather data: geolocated at the plot level, reliable over time, and ideally requiring little or no maintenance. The problem with weather stations<\/strong> \u2014 beyond the initial investment \u2014 is the need for regular upkeep<\/strong>. That adds extra work and significant maintenance costs.”<\/p>\n

Quentin Tilloy
<\/strong>Agronomic Manager at Cristal Union<\/span>\u00a0<\/span><\/p>\n

[\/et_pb_text][et_pb_text _builder_version=”4.27.5″ _module_preset=”a911bbfb-d5ea-4b1c-a805-a3c8d79268a7″ hover_enabled=”0″ global_colors_info=”{}” theme_builder_area=”post_content” sticky_enabled=”0″]<\/p>\n

3. Solution<\/span><\/h2>\n

[\/et_pb_text][et_pb_text _builder_version=”4.27.5″ _module_preset=”default” hover_enabled=”0″ global_colors_info=”{}” theme_builder_area=”post_content” sticky_enabled=”0″]Cristal Union ultimately chose Meteo Vision<\/strong><\/a>, Weenat\u2019s spatialized weather data solution and the European leader in agricultural weather data.<\/p>\n

The result? The cooperative successfully deployed the DST to its 9,000 members<\/strong>, with very low installation costs and zero maintenance.[\/et_pb_text][et_pb_text _builder_version=”4.24.0″ _module_preset=”default” text_text_color=”#FFFFFF” header_2_text_color=”#FFFFFF” background_color=”rgba(0,38,53,0.24)” use_background_color_gradient=”on” background_color_gradient_direction=”171deg” background_color_gradient_stops=”#002635 20%|rgba(255,255,255,0) 100%” background_color_gradient_overlays_image=”on” background_image=”https:\/\/weenat.com\/wp-content\/uploads\/2025\/01\/cristal-union-culture-betterave-tracteur.webp” parallax=”on” max_width=”100%” custom_margin=”48px||48px||true|false” custom_padding=”5%|5%|5%|5%|true|true” hover_enabled=”0″ border_radii=”on|10px|10px|10px|10px” locked=”off” global_colors_info=”{}” theme_builder_area=”post_content” sticky_enabled=”0″]<\/p>\n

“One of Meteo Vision<\/strong>\u2019s advantages is that our members can geolocate their plots directly<\/strong> within their online portal: Cristalcoop.fr<\/strong>, which consolidates all their account information. They can easily access hyper-local data with a 1 km\u00b2 resolution<\/strong>, allowing them to tailor the DST recommendations to real field conditions.<\/strong>“<\/p>\n

Quentin Tilloy
<\/strong>Agronomic Manager at Cristal Union<\/p>\n

[\/et_pb_text][et_pb_button button_url=”@ET-DC@eyJkeW5hbWljIjp0cnVlLCJjb250ZW50IjoicG9zdF9saW5rX3VybF9wYWdlIiwic2V0dGluZ3MiOnsicG9zdF9pZCI6IjI4NjU5MyJ9fQ==@” button_text=”Discover Meteo Vision” _builder_version=”4.27.5″ _module_preset=”default” button_bg_color_gradient_direction=”32deg” button_bg_color_gradient_stops=”#015982 0%|#0172a4 100%” custom_margin=”4%||4%||true|false” hover_enabled=”0″ global_colors_info=”{}” theme_builder_area=”post_content” _dynamic_attributes=”button_url” sticky_enabled=”0″][\/et_pb_button][et_pb_text _builder_version=”4.27.5″ _module_preset=”default” hover_enabled=”0″ global_colors_info=”{}” theme_builder_area=”post_content” sticky_enabled=”0″]The tool has been a hit: today, 1 in 2 members has adopted Cristal Cerc\u2019OAD\u00ae in high-risk areas \u2014 covering more than 80,000 hectares of crops.<\/strong><\/p>\n

Even better: Cristal Union observed an average yield increase of 7 tonnes at 16\u00b0 per hectare<\/strong> in trials using Cristal Cerc\u2019OAD\u00ae.[\/et_pb_text][et_pb_image src=”https:\/\/weenat.com\/wp-content\/uploads\/2025\/03\/Cristal-Union-USE-CASE-min.webp” alt=”Cristal Union Cristal Cerc’oad” _builder_version=”4.27.5″ _module_preset=”default” hover_enabled=”0″ global_colors_info=”{}” theme_builder_area=”post_content” sticky_enabled=”0″][\/et_pb_image][et_pb_text _builder_version=”4.24.0″ _module_preset=”default” text_text_color=”#FFFFFF” header_2_text_color=”#FFFFFF” background_color=”rgba(0,38,53,0.24)” use_background_color_gradient=”on” background_color_gradient_direction=”171deg” background_color_gradient_stops=”#002635 20%|rgba(255,255,255,0) 100%” background_color_gradient_overlays_image=”on” background_image=”https:\/\/weenat.com\/wp-content\/uploads\/2025\/01\/betterave-hannah-w-mgBTFZoBFMY-unsplash.webp” parallax=”on” max_width=”100%” custom_margin=”48px||48px||true|false” custom_padding=”5%|5%|5%|5%|true|true” border_radii=”on|10px|10px|10px|10px” locked=”off” global_colors_info=”{}” theme_builder_area=”post_content”]<\/p>\n

“Beyond the yield gains, Cristal Cerc\u2019OAD\u00ae saves us both time and efficiency. According to the IPM method, determining when to treat requires sampling 100 leaves and counting how many show symptoms<\/strong>. It\u2019s time-consuming, and we often intervene too late when the disease is already established. “<\/p>\n

Quentin Tilloy<\/strong>
Agronomic Manager at Cristal Union<\/p>\n

[\/et_pb_text][et_pb_text _builder_version=”4.24.0″ _module_preset=”default” global_colors_info=”{}” theme_builder_area=”post_content”]<\/p>\n

The DST is offered free of charge to all Cristal Union members, giving them personalized support to optimize fungicide treatments, save time, and maximize yields.<\/strong><\/span>\u00a0<\/strong><\/p>\n

[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=”4.27.5″ _module_preset=”e49f4310-8203-4d88-8ba7-557b1f2000f5″ locked=”off” global_colors_info=”{}” column_structure=”3_4,1_4″ theme_builder_area=”post_content” hover_enabled=”0″ sticky_enabled=”0″][et_pb_column type=”3_4″ _builder_version=”4.24.0″ _module_preset=”default” global_colors_info=”{}” theme_builder_area=”post_content”][et_pb_text _builder_version=”4.27.5″ _module_preset=”default” global_colors_info=”{}” theme_builder_area=”post_content” text_text_color=”#FFFFFF” text_font=”|700|||||||” text_font_size=”30px” text_line_height=”35px” hover_enabled=”0″ sticky_enabled=”0″]<\/p>\n

Want to create value for your clients or members with weather data?<\/p>\n

[\/et_pb_text][et_pb_text _builder_version=”4.27.5″ _module_preset=”default” global_colors_info=”{}” theme_builder_area=”post_content” text_text_color=”#FFFFFF” text_font_size=”20px” hover_enabled=”0″ sticky_enabled=”0″]<\/p>\n

Want to create value for your clients or members with weather data?<\/p>\n

Contact the Weenat team to discuss your projects and discover how our solutions help over 360 cooperatives and distributors<\/strong> make the best decisions for their territories.<\/p>\n

[\/et_pb_text][et_pb_code _builder_version=”4.27.4″ _module_preset=”default” locked=”off” global_colors_info=”{}” theme_builder_area=”post_content”]<\/p>\n

style=”max-width:100%; max-height:100%; width:240px;height:42.3984375px” data-hubspot-wrapper-cta-id=”289139678396″> \"TALK onerror=”this.style.display=’none'” \/> <\/a><\/div>\n

[\/et_pb_code][\/et_pb_column][et_pb_column type=”1_4″ _builder_version=”4.24.0″ _module_preset=”default” global_colors_info=”{}” theme_builder_area=”post_content”][et_pb_image src=”https:\/\/weenat.com\/wp-content\/uploads\/2025\/10\/Romane.webp” _builder_version=”4.27.5″ _module_preset=”default” theme_builder_area=”post_content” alt=”Romane de Weenat” hover_enabled=”0″ sticky_enabled=”0″][\/et_pb_image][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"

1. ContextCristal Union is a cooperative group and one of the leading producers of beet sugar and alcohol in Europe, bringing together more than 9,000 farmer-cooperators across France. For several years, sugar beet crops have been increasingly affected by cercospora leaf spot, a fungal disease that can cause yield losses of 25 to 30% for […]<\/p>\n","protected":false},"author":7,"featured_media":281457,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"categories":[152,145],"tags":[221],"class_list":["post-281404","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-case-study","category-use-case-data","tag-data"],"acf":[],"yoast_head":"\nHow did Cristal Union develop its DST using Weenat's weather data<\/title>\n<meta name=\"description\" content=\"How did Cristal Union develop an efficient Decision Support Tool, Cristal Cerc\u2019OAD\u00ae, using Weenat's weather data?\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/weenat.com\/en\/how-cristal-union-developed-a-high-performance-decision-support-tool-cristal-cercoad-using-weenat-weather-data\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How did Cristal Union develop its DST using Weenat's weather data\" \/>\n<meta property=\"og:description\" content=\"How did Cristal Union develop an efficient Decision Support Tool, Cristal Cerc\u2019OAD\u00ae, using Weenat's weather data?\" \/>\n<meta property=\"og:url\" content=\"https:\/\/weenat.com\/en\/how-cristal-union-developed-a-high-performance-decision-support-tool-cristal-cercoad-using-weenat-weather-data\/\" \/>\n<meta property=\"og:site_name\" content=\"Weenat\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/weenatcom\/\" \/>\n<meta property=\"article:published_time\" content=\"2025-01-15T08:43:02+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-02-09T10:25:28+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/weenat.com\/wp-content\/uploads\/2025\/01\/Cristal-Union-logo-beetroot-field-1.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"1239\" \/>\n\t<meta property=\"og:image:height\" content=\"1001\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"author\" content=\"Guillaume Dechandon\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Guillaume Dechandon\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/weenat.com\\\/en\\\/how-cristal-union-developed-a-high-performance-decision-support-tool-cristal-cercoad-using-weenat-weather-data\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/weenat.com\\\/en\\\/how-cristal-union-developed-a-high-performance-decision-support-tool-cristal-cercoad-using-weenat-weather-data\\\/\"},\"author\":{\"name\":\"Guillaume Dechandon\",\"@id\":\"https:\\\/\\\/weenat.com\\\/en\\\/#\\\/schema\\\/person\\\/6a8fcf8e17e1f82d625f54877f8e55c6\"},\"headline\":\"How Cristal Union developed a high-performance decision support tool: Cristal Cerc\u2019OAD\u00ae using Weenat weather data\u00a0\",\"datePublished\":\"2025-01-15T08:43:02+00:00\",\"dateModified\":\"2026-02-09T10:25:28+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/weenat.com\\\/en\\\/how-cristal-union-developed-a-high-performance-decision-support-tool-cristal-cercoad-using-weenat-weather-data\\\/\"},\"wordCount\":1545,\"publisher\":{\"@id\":\"https:\\\/\\\/weenat.com\\\/en\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/weenat.com\\\/en\\\/how-cristal-union-developed-a-high-performance-decision-support-tool-cristal-cercoad-using-weenat-weather-data\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/weenat.com\\\/wp-content\\\/uploads\\\/2025\\\/01\\\/Cristal-Union-logo-beetroot-field-1.webp\",\"keywords\":[\"Data\"],\"articleSection\":[\"Case study\",\"Use Case Data\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/weenat.com\\\/en\\\/how-cristal-union-developed-a-high-performance-decision-support-tool-cristal-cercoad-using-weenat-weather-data\\\/\",\"url\":\"https:\\\/\\\/weenat.com\\\/en\\\/how-cristal-union-developed-a-high-performance-decision-support-tool-cristal-cercoad-using-weenat-weather-data\\\/\",\"name\":\"How did Cristal Union develop its DST using Weenat's weather data\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/weenat.com\\\/en\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/weenat.com\\\/en\\\/how-cristal-union-developed-a-high-performance-decision-support-tool-cristal-cercoad-using-weenat-weather-data\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/weenat.com\\\/en\\\/how-cristal-union-developed-a-high-performance-decision-support-tool-cristal-cercoad-using-weenat-weather-data\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/weenat.com\\\/wp-content\\\/uploads\\\/2025\\\/01\\\/Cristal-Union-logo-beetroot-field-1.webp\",\"datePublished\":\"2025-01-15T08:43:02+00:00\",\"dateModified\":\"2026-02-09T10:25:28+00:00\",\"description\":\"How did Cristal Union develop an efficient Decision Support Tool, Cristal Cerc\u2019OAD\u00ae, using Weenat's weather data?\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/weenat.com\\\/en\\\/how-cristal-union-developed-a-high-performance-decision-support-tool-cristal-cercoad-using-weenat-weather-data\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/weenat.com\\\/en\\\/how-cristal-union-developed-a-high-performance-decision-support-tool-cristal-cercoad-using-weenat-weather-data\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/weenat.com\\\/en\\\/how-cristal-union-developed-a-high-performance-decision-support-tool-cristal-cercoad-using-weenat-weather-data\\\/#primaryimage\",\"url\":\"https:\\\/\\\/weenat.com\\\/wp-content\\\/uploads\\\/2025\\\/01\\\/Cristal-Union-logo-beetroot-field-1.webp\",\"contentUrl\":\"https:\\\/\\\/weenat.com\\\/wp-content\\\/uploads\\\/2025\\\/01\\\/Cristal-Union-logo-beetroot-field-1.webp\",\"width\":1239,\"height\":1001,\"caption\":\"Cristal Union Weenat study\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/weenat.com\\\/en\\\/how-cristal-union-developed-a-high-performance-decision-support-tool-cristal-cercoad-using-weenat-weather-data\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Weenat\",\"item\":\"https:\\\/\\\/weenat.com\\\/en\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"How Cristal Union developed a high-performance decision support tool: Cristal Cerc\u2019OAD\u00ae using Weenat weather data\u00a0\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/weenat.com\\\/en\\\/#website\",\"url\":\"https:\\\/\\\/weenat.com\\\/en\\\/\",\"name\":\"Weenat\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\\\/\\\/weenat.com\\\/en\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/weenat.com\\\/en\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/weenat.com\\\/en\\\/#organization\",\"name\":\"Weenat\",\"url\":\"https:\\\/\\\/weenat.com\\\/en\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/weenat.com\\\/en\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/weenat.com\\\/wp-content\\\/uploads\\\/2025\\\/11\\\/Logo_Bleu_Weenat.svg\",\"contentUrl\":\"https:\\\/\\\/weenat.com\\\/wp-content\\\/uploads\\\/2025\\\/11\\\/Logo_Bleu_Weenat.svg\",\"width\":753,\"height\":175,\"caption\":\"Weenat\"},\"image\":{\"@id\":\"https:\\\/\\\/weenat.com\\\/en\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/weenatcom\\\/\",\"https:\\\/\\\/www.instagram.com\\\/weenat_solutions\\\/\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/weenat-solutions\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/weenat.com\\\/en\\\/#\\\/schema\\\/person\\\/6a8fcf8e17e1f82d625f54877f8e55c6\",\"name\":\"Guillaume Dechandon\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/fbd215e250c16cd4591e78d6c548a4b69a9ceacfd4e680867ceefdf8ba04188c?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/fbd215e250c16cd4591e78d6c548a4b69a9ceacfd4e680867ceefdf8ba04188c?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/fbd215e250c16cd4591e78d6c548a4b69a9ceacfd4e680867ceefdf8ba04188c?s=96&d=mm&r=g\",\"caption\":\"Guillaume Dechandon\"},\"url\":\"https:\\\/\\\/weenat.com\\\/en\\\/author\\\/guillaume\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"How did Cristal Union develop its DST using Weenat's weather data","description":"How did Cristal Union develop an efficient Decision Support Tool, Cristal Cerc\u2019OAD\u00ae, using Weenat's weather data?","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:\/\/weenat.com\/en\/how-cristal-union-developed-a-high-performance-decision-support-tool-cristal-cercoad-using-weenat-weather-data\/","og_locale":"en_US","og_type":"article","og_title":"How did Cristal Union develop its DST using Weenat's weather data","og_description":"How did Cristal Union develop an efficient Decision Support Tool, Cristal Cerc\u2019OAD\u00ae, using Weenat's weather data?","og_url":"https:\/\/weenat.com\/en\/how-cristal-union-developed-a-high-performance-decision-support-tool-cristal-cercoad-using-weenat-weather-data\/","og_site_name":"Weenat","article_publisher":"https:\/\/www.facebook.com\/weenatcom\/","article_published_time":"2025-01-15T08:43:02+00:00","article_modified_time":"2026-02-09T10:25:28+00:00","og_image":[{"width":1239,"height":1001,"url":"https:\/\/weenat.com\/wp-content\/uploads\/2025\/01\/Cristal-Union-logo-beetroot-field-1.webp","type":"image\/webp"}],"author":"Guillaume Dechandon","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Guillaume Dechandon","Est. reading time":"4 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/weenat.com\/en\/how-cristal-union-developed-a-high-performance-decision-support-tool-cristal-cercoad-using-weenat-weather-data\/#article","isPartOf":{"@id":"https:\/\/weenat.com\/en\/how-cristal-union-developed-a-high-performance-decision-support-tool-cristal-cercoad-using-weenat-weather-data\/"},"author":{"name":"Guillaume Dechandon","@id":"https:\/\/weenat.com\/en\/#\/schema\/person\/6a8fcf8e17e1f82d625f54877f8e55c6"},"headline":"How Cristal Union developed a high-performance decision support tool: Cristal Cerc\u2019OAD\u00ae using Weenat weather data\u00a0","datePublished":"2025-01-15T08:43:02+00:00","dateModified":"2026-02-09T10:25:28+00:00","mainEntityOfPage":{"@id":"https:\/\/weenat.com\/en\/how-cristal-union-developed-a-high-performance-decision-support-tool-cristal-cercoad-using-weenat-weather-data\/"},"wordCount":1545,"publisher":{"@id":"https:\/\/weenat.com\/en\/#organization"},"image":{"@id":"https:\/\/weenat.com\/en\/how-cristal-union-developed-a-high-performance-decision-support-tool-cristal-cercoad-using-weenat-weather-data\/#primaryimage"},"thumbnailUrl":"https:\/\/weenat.com\/wp-content\/uploads\/2025\/01\/Cristal-Union-logo-beetroot-field-1.webp","keywords":["Data"],"articleSection":["Case study","Use Case Data"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/weenat.com\/en\/how-cristal-union-developed-a-high-performance-decision-support-tool-cristal-cercoad-using-weenat-weather-data\/","url":"https:\/\/weenat.com\/en\/how-cristal-union-developed-a-high-performance-decision-support-tool-cristal-cercoad-using-weenat-weather-data\/","name":"How did Cristal Union develop its DST using Weenat's weather data","isPartOf":{"@id":"https:\/\/weenat.com\/en\/#website"},"primaryImageOfPage":{"@id":"https:\/\/weenat.com\/en\/how-cristal-union-developed-a-high-performance-decision-support-tool-cristal-cercoad-using-weenat-weather-data\/#primaryimage"},"image":{"@id":"https:\/\/weenat.com\/en\/how-cristal-union-developed-a-high-performance-decision-support-tool-cristal-cercoad-using-weenat-weather-data\/#primaryimage"},"thumbnailUrl":"https:\/\/weenat.com\/wp-content\/uploads\/2025\/01\/Cristal-Union-logo-beetroot-field-1.webp","datePublished":"2025-01-15T08:43:02+00:00","dateModified":"2026-02-09T10:25:28+00:00","description":"How did Cristal Union develop an efficient Decision Support Tool, Cristal Cerc\u2019OAD\u00ae, using Weenat's weather data?","breadcrumb":{"@id":"https:\/\/weenat.com\/en\/how-cristal-union-developed-a-high-performance-decision-support-tool-cristal-cercoad-using-weenat-weather-data\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/weenat.com\/en\/how-cristal-union-developed-a-high-performance-decision-support-tool-cristal-cercoad-using-weenat-weather-data\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/weenat.com\/en\/how-cristal-union-developed-a-high-performance-decision-support-tool-cristal-cercoad-using-weenat-weather-data\/#primaryimage","url":"https:\/\/weenat.com\/wp-content\/uploads\/2025\/01\/Cristal-Union-logo-beetroot-field-1.webp","contentUrl":"https:\/\/weenat.com\/wp-content\/uploads\/2025\/01\/Cristal-Union-logo-beetroot-field-1.webp","width":1239,"height":1001,"caption":"Cristal Union Weenat study"},{"@type":"BreadcrumbList","@id":"https:\/\/weenat.com\/en\/how-cristal-union-developed-a-high-performance-decision-support-tool-cristal-cercoad-using-weenat-weather-data\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Weenat","item":"https:\/\/weenat.com\/en\/"},{"@type":"ListItem","position":2,"name":"How Cristal Union developed a high-performance decision support tool: Cristal Cerc\u2019OAD\u00ae using Weenat weather data\u00a0"}]},{"@type":"WebSite","@id":"https:\/\/weenat.com\/en\/#website","url":"https:\/\/weenat.com\/en\/","name":"Weenat","description":"","publisher":{"@id":"https:\/\/weenat.com\/en\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/weenat.com\/en\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/weenat.com\/en\/#organization","name":"Weenat","url":"https:\/\/weenat.com\/en\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/weenat.com\/en\/#\/schema\/logo\/image\/","url":"https:\/\/weenat.com\/wp-content\/uploads\/2025\/11\/Logo_Bleu_Weenat.svg","contentUrl":"https:\/\/weenat.com\/wp-content\/uploads\/2025\/11\/Logo_Bleu_Weenat.svg","width":753,"height":175,"caption":"Weenat"},"image":{"@id":"https:\/\/weenat.com\/en\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/weenatcom\/","https:\/\/www.instagram.com\/weenat_solutions\/","https:\/\/www.linkedin.com\/company\/weenat-solutions"]},{"@type":"Person","@id":"https:\/\/weenat.com\/en\/#\/schema\/person\/6a8fcf8e17e1f82d625f54877f8e55c6","name":"Guillaume Dechandon","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/fbd215e250c16cd4591e78d6c548a4b69a9ceacfd4e680867ceefdf8ba04188c?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/fbd215e250c16cd4591e78d6c548a4b69a9ceacfd4e680867ceefdf8ba04188c?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/fbd215e250c16cd4591e78d6c548a4b69a9ceacfd4e680867ceefdf8ba04188c?s=96&d=mm&r=g","caption":"Guillaume Dechandon"},"url":"https:\/\/weenat.com\/en\/author\/guillaume\/"}]}},"_links":{"self":[{"href":"https:\/\/weenat.com\/en\/wp-json\/wp\/v2\/posts\/281404","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/weenat.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/weenat.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/weenat.com\/en\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/weenat.com\/en\/wp-json\/wp\/v2\/comments?post=281404"}],"version-history":[{"count":5,"href":"https:\/\/weenat.com\/en\/wp-json\/wp\/v2\/posts\/281404\/revisions"}],"predecessor-version":[{"id":296421,"href":"https:\/\/weenat.com\/en\/wp-json\/wp\/v2\/posts\/281404\/revisions\/296421"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/weenat.com\/en\/wp-json\/wp\/v2\/media\/281457"}],"wp:attachment":[{"href":"https:\/\/weenat.com\/en\/wp-json\/wp\/v2\/media?parent=281404"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/weenat.com\/en\/wp-json\/wp\/v2\/categories?post=281404"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/weenat.com\/en\/wp-json\/wp\/v2\/tags?post=281404"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}