{"id":10939,"date":"2026-04-28T16:00:04","date_gmt":"2026-04-28T14:00:04","guid":{"rendered":"https:\/\/tethys.farm\/?p=10939"},"modified":"2026-04-28T16:53:56","modified_gmt":"2026-04-28T14:53:56","slug":"acqua-risorgive-chooses-smarter-irrigation-innovation-thanks-to-satellite-data","status":"publish","type":"post","link":"https:\/\/tethys.farm\/en\/acqua-risorgive-chooses-smarter-irrigation-innovation-thanks-to-satellite-data\/","title":{"rendered":"Acque Risorgive chooses innovation, smarter irrigation thanks to satellite data."},"content":{"rendered":"
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With the adoption of the TETHYS system, the Spring Water Reclamation Consortium<\/a> of Venice has inaugurated a new approach to water resources management<\/strong>: more efficient, digital, based on satellite data.<\/p>\n

A vast territory, a growing challenge<\/h2>\n

The Spring Water Reclamation Consortium manages an extensive reclamation network for irrigation and environmental purposes <\/strong>that interests approximately 68,000 hectares of cultivated surface <\/strong>inserted in a highly urbanized and infrastructured territory of just over 100,000 hectares<\/strong> in the central part of the Veneto between Venice, Padua and Treviso.<\/p>\n

It is a large, diversified and fragmented territory, with variable water needs due to the presence of different crops<\/strong> and characterized by a uneven and usually scarce water availability during the summer months<\/strong> of greater use. In this context, the further risk of increasingly intense weather events<\/strong> determined by the ongoing climate transition and the need to respond to the technical needs arising from a increasingly complex regulatory framework<\/strong>.<\/p>\n

There agricultural water management<\/strong> it is therefore<\/strong> a strategic priority<\/strong>, not only to ensure productivity, but also to meet environmental sustainability criteria<\/strong>, equity<\/strong> And traceability<\/strong>.<\/p>\n

In this scenario, the Consortium has decided to innovate its approach, adopting a satellite monitoring system for irrigation practices<\/strong> based on the technology<\/a> developed by TETHYS.<\/p>\n

The TETHYS model: monitoring from space<\/h2>\n

The work was distinguished by a key element, namely the<\/strong>'analysis of satellite images made available by ESA's Sentinel 2 and NASA's Landsat 8 and 9 <\/strong>and theapplication of advanced environmental models,<\/strong> in particular the SEBAL model <\/strong>(Surface Energy Balance Algorithm for Land), which allows to accurately estimate the actual evapotranspiration of cultivated surfaces<\/strong>.<\/p>\n

In practice, TETHYS measures how much water do crops actually need?<\/strong>, on a daily basis, through the water balance calculation<\/strong>, using data collected by satellite and combining them with meteorological and soil type data.<\/p>\n

This choice allows to completely eliminate the operational constraints typical of technologies based on field devices. At the same time, the system allows a monitoring <\/strong>homogeneous and continuous throughout the investigated territory.<\/p>\n

Irrigation needs and actually irrigated areas, two key tools<\/h2>\n

The project was divided into two fundamental axes<\/strong>, which have transformed territorial observation into an operational information system:<\/p>\n

1. Map of cumulative irrigation needs<\/strong>
For each point of the territory (10x10 meter pixels), the cumulative water requirement was calculated starting from the beginning of the agricultural season (May 1st). The result was a detailed map, updated throughout the season, which allows you to precisely view where, how much and when crops need water<\/strong>Alongside the map, summary tables helped the Consortium's technicians identify the areas with the highest water needs and better regulate the diversions based on actual availability.<\/p>\n

2. Map of irrigated areas<\/strong>
Thanks to the analysis of the water balance of crops, the system also identified which portions of the territory were actually irrigated<\/strong>The simple binary classification used (\u201cirrigated\u201d\/\u201cnon-irrigated\u201d), at high resolution, allowed a extremely detailed reading of information<\/strong>. Again, the information has been aggregated by area of interest.<\/p>\n

The year 2025 was dedicated to implementing the system and verifying its coverage and qualitative validity of the data.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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In-season monitoring and post-season planning: why this data makes a difference<\/h2>

Maps and data<\/strong> provided by the model were not closed in a report. On the contrary, they have been designed to be integrated into the Consortium's daily processes<\/strong>, with three main purposes:<\/p>

Optimizing water resource management<\/h3>

Knowing the actual needs of crops in real time allows you to calibrate water distribution more rationally<\/strong>, avoiding excesses, shortages, or waste. It's a concrete step toward more sustainable and responsive irrigation.<\/p>

Improving relationships with irrigated farmers<\/h3>

By overlaying the maps provided to the consortium land registry, it is possible associate each irrigated surface to the user <\/strong>corresponding<\/b>In this way, both crop needs and resource uses are highlighted, allowing for more effective interaction between the Consortium and farmers.<\/p>

Facilitating Institutional Reporting (SIGRIAN)<\/h3>

At the end of the irrigation season, the data produced by the model provide the basis for compiling the SIGRIAN<\/strong>, the national reporting system for irrigation volumes, according to the guidelines established by the MIPAAF. task<\/strong> often burdensome for consortia, which is significantly simplified and made more precise here.<\/p>

Correspondence with ground data<\/h2>

To best calibrate the calculation models, during the irrigation season and at the end of it, on a portion of the consortium territory of approximately 600 hectares equipped with technical irrigation and meters, a comparison was made between the volumes of water estimated by the model and those actually used<\/strong> from the consortium agricultural companies.<\/p>

The comparison between the calculated and measured data was carried out for the'entire irrigation season<\/strong> (from May to September) and provided excellent results<\/strong>, which confirmed the validity of the estimation models used, with a very limited overall deviation<\/strong> (in the order of 5%) between the two variables. A normalized root mean square error (NRMSE) of 4.5% indicates a high ability of the model to reproduce overall irrigation volumes and a root mean square percentage error (RMSE) of 17.3% highlights moderate deviations in the different districts analyzed.<\/p>

Future prospects<\/h2>

The project carried out with the Consorzio Acque Risorgive has allowed the introduction of an important innovation in irrigation management and has been a relevant learning experience<\/strong> which allowed for seize the potential benefits of this technology<\/strong>, the precautions to take to simplify thedata flow interpretation<\/strong> and to use them throughout the season and finally to highlight the types of areas to be monitored to make the data elaborated by the model more robust, starting from satellite information combined with actual climate evolution.<\/p>

To make it easier to use the data during the irrigation season, it is believed that next year an index of the degree of satisfaction of water needs (WSI) will be introduced. \u2013 <\/em>Water Satisfaction Index) to be displayed in the consortium management control system used by field staff.<\/p>

As you can see, it is not just about technology, but about a more advanced governance model<\/strong>, where access to objective and updated data allows faster, fairer and more documentable decisions<\/strong>. It is therefore one flexible tool<\/strong> And suitable for the consortium reality<\/strong> which manages large irrigated areas.<\/p>

In a context in which water availability will be increasingly limited and\u00a0<\/strong>controlled<\/b>Knowing where, when and how much to water is not only useful: it is essential.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"

With TETHYS, the Consorzio di Bonifica Acque Risorgive monitors 68,000 hectares of irrigated land via satellite: needs, controls and SIGRIAN data, without ground-based sensors.<\/p>","protected":false},"author":18,"featured_media":10949,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[83],"tags":[74,64,62,69,73,63,65,79],"class_list":["post-10939","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-agricoltura-di-precisione","tag-acqua","tag-agricoltura-4-0","tag-agricoltura-di-precisione","tag-cambiamento-climatico","tag-irrigazione","tag-precision-farming","tag-satelliti","tag-tecnologia"],"yoast_head":"\nAcque Risorgive sceglie l'innovazione, irrigazione pi\u00f9 intelligente grazie ai dati satellitari - TETHYS<\/title>\n<meta name=\"description\" content=\"Con TETHYS, il Consorzio monitora 68.000 ettari irrigui via satellite: fabbisogni, controlli e dati SIGRIAN, senza sensori a terra.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/tethys.farm\/en\/acqua-risorgive-chooses-smarter-irrigation-innovation-thanks-to-satellite-data\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Acque Risorgive sceglie l'innovazione, irrigazione pi\u00f9 intelligente grazie ai dati satellitari - TETHYS\" \/>\n<meta property=\"og:description\" content=\"Con TETHYS, il Consorzio monitora 68.000 ettari irrigui via satellite: fabbisogni, controlli e dati SIGRIAN, senza sensori a terra.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/tethys.farm\/en\/acqua-risorgive-chooses-smarter-irrigation-innovation-thanks-to-satellite-data\/\" \/>\n<meta property=\"og:site_name\" content=\"TETHYS\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/people\/Tethys\/61551049833155\/\" \/>\n<meta property=\"article:published_time\" content=\"2026-04-28T14:00:04+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-04-28T14:53:56+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/tethys.farm\/wp-content\/uploads\/2025\/06\/acqua-che-scorre-2-scaled.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"1706\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Evelina Guerreschi\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Evelina Guerreschi\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/tethys.farm\/acque-risorgive-sceglie-innovazione-irrigazione-piu-intelligente-grazie-ai-dati-satellitari\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/tethys.farm\/acque-risorgive-sceglie-innovazione-irrigazione-piu-intelligente-grazie-ai-dati-satellitari\/\"},\"author\":{\"name\":\"Evelina Guerreschi\",\"@id\":\"https:\/\/tethys.farm\/#\/schema\/person\/f2b9a75a10d0701f21648df6fe6a96e4\"},\"headline\":\"Acque Risorgive sceglie l’innovazione, irrigazione pi\u00f9 intelligente grazie ai dati satellitari\",\"datePublished\":\"2026-04-28T14:00:04+00:00\",\"dateModified\":\"2026-04-28T14:53:56+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/tethys.farm\/acque-risorgive-sceglie-innovazione-irrigazione-piu-intelligente-grazie-ai-dati-satellitari\/\"},\"wordCount\":1080,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/tethys.farm\/#organization\"},\"image\":{\"@id\":\"https:\/\/tethys.farm\/acque-risorgive-sceglie-innovazione-irrigazione-piu-intelligente-grazie-ai-dati-satellitari\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/tethys.farm\/wp-content\/uploads\/2025\/06\/acqua-che-scorre-2-scaled.jpg\",\"keywords\":[\"acqua\",\"agricoltura 4.0\",\"agricoltura di precisione\",\"cambiamento climatico\",\"irrigazione\",\"precision farming\",\"satelliti\",\"tecnologia\"],\"articleSection\":[\"Agricoltura di Precisione\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/tethys.farm\/acque-risorgive-sceglie-innovazione-irrigazione-piu-intelligente-grazie-ai-dati-satellitari\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/tethys.farm\/acque-risorgive-sceglie-innovazione-irrigazione-piu-intelligente-grazie-ai-dati-satellitari\/\",\"url\":\"https:\/\/tethys.farm\/acque-risorgive-sceglie-innovazione-irrigazione-piu-intelligente-grazie-ai-dati-satellitari\/\",\"name\":\"Acque Risorgive sceglie l'innovazione, irrigazione pi\u00f9 intelligente grazie ai dati satellitari - 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