data

Agriculture now generates vast amounts of data of different types and at different scales. The ownership, access, control, sharing, value, permissioning, intergration, security, safeguarding and sovereignty of this data represent multiple challenges and opportunities for the sector.

A number of organisations are providing leadership in the issues and opportunities around data in the UK, including:

  • Agrimetrics
  • Map of Ag
  • Yagro
  • Origin Digital
  • Telus Muddy Boots
  • Landmark
  • Farmplan
  • Trinity Agtech
  • Kisanhub
  • Hutchinsons Omnia
  • Soil Essentials Kore
  • SOYL
  • ODX
  • Breedr
  • GlasData

Farmers Business Network provides an interesting model from the US.

Leaf provides a single API to connect across agricultural companies and software.

 

Please give details of any other organisations in comments below.

 

AHDB has looked to establishing a Code of Practice for Data.

Data Standards are being developed internationally to try to ensure compatibility between commercial systems and datasets, including initiatives AgGateway ADAPT, Isobus, INSPIRE and Open Ag Data Alliance.

The Research Data Alliance sets out internationally standards for scientific & public datasets, based on the FAIR principles, with data being

  • Findable
  • Accessible
  • Interoperable
  • Reusable

The RDA includes IGAD - a community of practice for agriculture data.  GODAN - Global Open Data for Agriculture & Nutrition promotes the support of Open Data for agriculture.

Key to the interoperability of datasets are shared ontologies. The CGIAR Platform for Big Data in Agriculture provides resources and access to relevant ontologies.

There have been various UK research projects and inititiatives seeking to integrate and derive insights from on-farm data, including:

Let us know of others in comments below, or join this page to add and edit content and links.

Related Organisations

Content below is from across the PEP community and is not necessarily endorsed by Stewards or by PEP

Topic Comments

Discussion

Great example of data integration by Dyson Farming working with partners:

 

1

Thanks for sharing! Digica | AI powered software 

1

Interesting views on value of farm data in this twitter thread…

0

This could be a really important development from Yara's Varda and Syngenta - Getting to a common addressing system for every field is something we've been dreaming of for years... 

0

Connected Content

YEN

The Yield Enhancement Network (YEN) was launched in 2012 to support and energise on-farm learning-by-sharing and thus to enhance farming progress.

We help farmers improve their soil health by enabling them to benchmark their existing soil data.

The use of robotics is rapidly developing in agriculture, with large and small autonomous vehicles becoming commercially available.

At this years Agri-Tech E REAP Conference, Sarah Kendall, ADAS Crop Physiologist joined a panel consisting of Matthew Smith (Scientific Technologies) and Macelo Galdos (Rothamsted Research) to discuss how the digital world is informing and guiding the developments and decisions in the real world – ranging from digital twins to predictive models, from platforms to help with scenario planning to the use of AI and machine learning to yield unprecedented insights into the future of agriculture and horticulture.

Agri-TechE is a business focused member organisation, supporting the growth of a world-leading network of innovative farmers, producers, scientists, technologists and entrepreneurs who share a vision of increasing the productivity, profitability and sustainability of agriculture.

To celebrate 10 years of the YEN, we are hosting a YEN conference that brings together learnings from across our networks. 

The agri-tech sector is vibrant and growing, with many exciting companies, organisations and networks are working to develop agri-tech solutions.

Our Vision: A sustainable and resilient agrifood sector, powered by data Our Mission: To transform the agrifood sector through a thriving Data Marketplace, where data can be easily shared, monetised, and accessed

Each year Agri-TechE brings together a series of agri-tech related events in a week in November, surrounding the REAP conference on the Tuesday.  REAP 2022 explores 'Making Sense of Agriculture'.

The Cereal YEN was established in 2012, and is the longest-running Yield Enhancement Network.

The British Farm Data Council is an independent not-for-profit group. Providing thought leadership and direction, seeking the gold standard for the British agrifood sector on standards and principles of farm data governance.

Roger Sylvester-Bradley      Tuesday 31st January 2023   It’s news across the world – the biggest wheat crop ever grown, yielding 18 tonnes of grain per hectare! This is fantastic, and laudable in all respects, but it’s no accident.    

Unmanned aerial vehicles (UAVs), more commonly known as drones, are being increasingly used in agriculture to improve farming efficiency and productivity.

Next Generation Crop Analytics

Introducing Naturestimeline and Tony William Powell. Benchmarking Birds. A Freelance Contractor offering clients bespoke Avian conservation monitoring projects.  

Digica use intelligent AI to make a positive change in the world.    

Soilmentor helps you learn what healthy soils and flourishing biodiversity look like on your farm. Understand changes on your land above & below ground, make informed decisions and keep everyone in the loop.

My take on the risks of farming, personal risk appetite, and how access to on-farm an

Scientific paper looking at the relationships between scientists and farmers:

A range of digital technologies promise to transform agriculture, including sensing, robotics, artificial intelligence, wireless networks & IoT, big data, decision support tools, modelling, digital twins and precision farming. 

Some of the commercially available digital tools & software include: Fieldview - Bayer Granular - Corteva Xarvio - BASF John Deere Operations Centre Omnia Agleader SMS Breedr Fieldmargin Yagro Geopard AgAnalytics Data Baler Agrible Habiterre Combyne MyFarms CropTrak Trinity Agtech - Sandy AgTools Agricircle   Join this page to add and edit  

Many technologies now exist to monitor land at a range from scales, from hand-held sensors and simple cameras, through tractor mounted sensors, drones, aeroplanes through to satellites.

We are a world-leading independent research organisation providing objective, expert geoscientific data, information and knowledge.

Precision farming involves the use of GPS, sensing and control technologies to use spatial data to manage soils, crops and livestock. 

GrassCheckGB is a grass monitoring project involving 50 dairy, beef and sheep farms.   Growth and quality data is published weekly throughout the growing season

Data & technology for the business of farming.

Precision farming software and services integrating layers of data.

Driving Decision Making for Efficient & Sustainable Agricultural Production ADAS Digital Decision Support encompasses the way in which we use digital data and digital technology to deliver solutions in crop production, sustainable food and farming, land management and ecology to our clients.

Established in 1971, Cambridge based Delta-T Devices specialises in measurement sensors and monitoring systems for agriculture and horticulture.

Guidance from ADAS Agronomics on how best to conduct Line Trials on farm.  

We help our customers understand, monitor and predict the environment – agriculture, land, and climate risks are our particular focus areas.

Strategic BBSRC & NERC programme with CEH & Rothamsted  - Achieving Sustainable Agricultural Systems,

Combining space and agricultural expertise for the UK to become the global leader in connectivity enabled agriculture and supply chain research, products, and services.

Farmers who know Drones https://www.droneag.farm https://www.skippy.farm

After four years acting as a 3rd party distributor of various software and hardware, and a highly experienced training school, In 2019, frustrated with existing drone-based, crop monitoring methods, they decided to develop their own smartphone app called "Skippy Scout".

Agri-Tech Week features a mix of in-person and virtual events that are designed to showcase exciting developments in agri-tech. It is coordinated by Agri-TechE working closely with partners across the innovation ecosystem and aims to provide opportunities to attract new customers and partners and to broker collaborations and international connections.

Five farming businesses, progressing through data analysis and knowledge exchange, to enhance the productive, financial and ecological results of our farming.

Scientific paper in Field Crops Research published by the ADAS Agronomics team reporting experience working with BASF Real Results farmers conducting around 50 on-farm Line Trials per year.

Calling all agronomists! Sign up for the last few places at Soil Benchmark's event at NIAB on 7th December - hear from Dr Elizabeth Stockdale and join some of the UK's leading agronomists in the discussion on Farm Data and the Future of Agronomy

Tips from Yagro's Emma on how to get the best out of your farm data.

Helping farmers profit, naturally.  Our mission is to support farmers in the transition to more sustainable, regenerative farming practices. 

KisanHub provides software to suppliers of fresh produce and food production companies, enabling them to transform their supply chain and improve margins by increasing visibility of their crops quality and quantity. Our suite of tools includes a crop monitoring app for field and store, quality assessments, paperless load passports and synced inventories of stock. 

Navigate Eco Solutions are the developers of NavigatePro - a simple but comprehensive nutrient planning tool for advisers and agronomists.

Mark Topliff, AHDB Lead Analyst – Farm Economics, uses Farmbench data to illustrate how crops

Article by Dr Julian

Defra produces useful statistics annually on the structure of the industry, which you can find at

Asymmetric risk is crucial to marketing. Option traders may bet on a crop price movement in a dir

Anonymised YEN report from 2021 showing what each YEN entrant recieves for their crop.

Article exploring nitrogen fertiliser costs using Farmbench results.  

Gridded climate observations for the UK HadUK-Grid is a collection of

Scientific paper reviewing commercial solutions for mapping yield of horticultural crops:

NRM

Precision farming specialists

The Oilseed YEN network is striving to help the whole industry to successfully grow Oilseed rape (OSR) and Linseed from start to finish – providing a better outlook for both crops into the future. 

CEH

Centre for Ecology & Hydrology

Measurement and forecasting of weather is a major interest in agriculture

DTN

Your decisions and your business depend on the best data and insights available. As a data, analytics and technology company, DTN brings you the operational intelligence you need to make confident decisions that improve your bottom line and reduce risk.  

TO INNOVATE FOR A BETTER WORLD, EMPOWERED BY SPACE.   

fieldmargin makes easy to use software for farmers to help them to manage their business. Our goal is to make it straight-forward for farmers to keep good farm records by bringing all the information they need into one place to help make better farming decisions.

Connect to farm software providers here, and share your experiences.

The AgriTech-UK Directory, features companies and products from across the UK. The user functionality on the directory has been developed to include a more complete experience for both producers and buyers alike. Key information is now featured on producer profiles including products, and services, searchable by sector, product and region.

Environment Systems is an environmental and agricultural data consultancy. We are trusted providers of evidence and insight to governments and industry across the world.

Live Farmer is farm management software with a difference. It can be accessed on multiple devices, has a dedicated mobile app, and allows for live changes to current tasks. If there is an issue with a crop harvest, you can reroute your harvesters to other plots with a few taps on an iPad!

The Science and Technology Facilities Council (STFC) Food Network+ (SFN) brings together STFC researchers and facilities with research and industry in the agri-food sector.

HESTIA – Harmonized Environmental Storage and Tracking of the Impacts of Agriculture – is an online platform to enable the sharing of food sustainability data in a structured, open source and standardised way. Please visit https://www.hestia.earth for more information.  

YEN      Friday 3rd January 2023   Russ McKenzie awarded YEN's Innovator of the Year in 2022 at the 10th Anniversary YEN Conference.

Long-term experiments (LTEs) are valuable resources to assess the sustainability and resilience of agricultural practices and systems.

Making the most of farm data collected each season can seem a challenge. However, improving our understanding of how to interpret and put data to work can improve farming systems.

There is more data being collected on sheep farms than ever before, but we need to make sure it is being used effectively.

Powerful long-term drivers are increasing both the demand and supply of quantified environmental impact information in food systems. 

  Whole-farm spatial appraisals are rare and often without yield data validation.

As technology develops, there are more and more ways to access and assess farm data as well as involving other technologies to support your farming.

How can data be used to improve farm animal health and welfare? Take this free training course from the University of Edinburgh.

 A look at the opportunities for technologies and data to support agriculture and food suppl

Project report from FERA (James Rainford, Glyn Jones, Roy Macarthur & David Garthwaite) for D

Marking a huge advance in improving crop health and nutrition worldwide, the Consortium for Preci

Write whatever you want here - this is the main section. You can add links, add pictures and embed videos. To paste text from elsewhere use CTRL+Shift+V to paste without formatting. Add videos by selecting 'Full HTML' below, copying the 'embed html' from the source page (eg Youtube), clicking 'Source' above and pasting where you want the video to appear.
You can upload an image here. It can be jpg, jpeg, gif or png format.
Upload requirements

You can upload a file here, such as a pdf report, or MS Office documents, Excel spreadsheet or Powerpoint Slides.

Upload requirements
Authors Order
Add Authors here - you can only add them if they already exist on PEP. Just start writing their name then select to add it. To add multiple authors click the 'Add another item' button below.

Please ensure that you have proof-read your content. Pages are not edited further once submitted and will go live immediately.

Configure the meta tags below.

Use tokens to avoid redundant meta data and search engine penalization. For example, a 'keyword' value of "example" will be shown on all content using this configuration, whereas using the [node:field_keywords] automatically inserts the "keywords" values from the current entity (node, term, etc).

Browse available tokens.

Simple meta tags.

The text to display in the title bar of a visitor's web browser when they view this page. This meta tag may also be used as the title of the page when a visitor bookmarks or favorites this page, or as the page title in a search engine result. It is common to append '[site:name]' to the end of this, so the site's name is automatically added. It is recommended that the title is no greater than 55 - 65 characters long, including spaces.
A brief and concise summary of the page's content, preferably 150 characters or less. Where as the description meta tag may be used by search engines to display a snippet about the page in search results, the abstract tag may be used to archive a summary about the page. This meta tag is no longer supported by major search engines.

Meta tags that might not be needed by many sites.

Geo-spatial information in 'latitude; longitude' format, e.g. '50.167958; -97.133185'; see Wikipedia for details.
Geo-spatial information in 'latitude, longitude' format, e.g. '50.167958, -97.133185'; see Wikipedia for details.
Robots
A comma-separated list of keywords about the page. This meta tag is used as an indicator in Google News.
Highlight standout journalism on the web, especially for breaking news; used as an indicator in Google News. Warning: Don't abuse it, to be used a maximum of 7 times per calendar week!
This meta tag communicates with Google. There are currently two directives supported: 'nositelinkssearchbox' to not to show the sitelinks search box, and 'notranslate' to ask Google not to offer a translation of the page. Both options may be added, just separate them with a comma. See meta tags that Google understands for further details.
Used to rate content for audience appropriateness. This tag has little known influence on search engine rankings, but can be used by browsers, browser extensions, and apps. The most common options are general, mature, restricted, 14 years, safe for kids. If you follow the RTA Documentation you should enter RTA-5042-1996-1400-1577-RTA
Indicate to search engines and other page scrapers whether or not links should be followed. See the W3C specifications for further details.
Tell search engines when to index the page again. Very few search engines support this tag, it is more useful to use an XML Sitemap file.
Control when the browser's internal cache of the current page should expire. The date must to be an RFC-1123-compliant date string that is represented in Greenwich Mean Time (GMT), e.g. 'Thu, 01 Sep 2016 00:12:56 GMT'. Set to '0' to stop the page being cached entirely.

The Open Graph meta tags are used to control how Facebook, Pinterest, LinkedIn and other social networking sites interpret the site's content.

The Facebook Sharing Debugger lets you preview how your content will look when it's shared to Facebook and debug any issues with your Open Graph tags.

The URL of an image which should represent the content. The image must be at least 200 x 200 pixels in size; 600 x 316 pixels is a recommended minimum size, and for best results use an image least 1200 x 630 pixels in size. Supports PNG, JPEG and GIF formats. Should not be used if og:image:url is used. Note: if multiple images are added many services (e.g. Facebook) will default to the largest image, not specifically the first one. Multiple values may be used, separated by a comma. Note: Tokens that return multiple values will be handled automatically. This will be able to extract the URL from an image field if the field is configured properly.
The URL of an video which should represent the content. For best results use a source that is at least 1200 x 630 pixels in size, but at least 600 x 316 pixels is a recommended minimum. Object types supported include video.episode, video.movie, video.other, and video.tv_show. Multiple values may be used, separated by a comma. Note: Tokens that return multiple values will be handled automatically.
A alternative version of og:image and has exactly the same requirements; only one needs to be used. Multiple values may be used, separated by a comma. Note: Tokens that return multiple values will be handled automatically. This will be able to extract the URL from an image field if the field is configured properly.
The secure URL (HTTPS) of an image which should represent the content. The image must be at least 200 x 200 pixels in size; 600 x 316 pixels is a recommended minimum size, and for best results use an image least 1200 x 630 pixels in size. Supports PNG, JPEG and GIF formats. Multiple values may be used, separated by a comma. Note: Tokens that return multiple values will be handled automatically. This will be able to extract the URL from an image field if the field is configured properly. Any URLs which start with "http://" will be converted to "https://".
The type of image referenced above. Should be either 'image/gif' for a GIF image, 'image/jpeg' for a JPG/JPEG image, or 'image/png' for a PNG image. Note: there should be one value for each image, and having more than there are images may cause problems.
The date this content was last modified, with an optional time value. Needs to be in ISO 8601 format. Can be the same as the 'Article modification date' tag.
The date this content was last modified, with an optional time value. Needs to be in ISO 8601 format.
The date this content will expire, with an optional time value. Needs to be in ISO 8601 format.

A set of meta tags specially for controlling the summaries displayed when content is shared on Twitter.

Notes:
  • no other fields are required for a Summary card
  • Photo card requires the 'image' field
  • Media player card requires the 'title', 'description', 'media player URL', 'media player width', 'media player height' and 'image' fields,
  • Summary Card with Large Image card requires the 'Summary' field and the 'image' field,
  • Gallery Card requires all the 'Gallery Image' fields,
  • App Card requires the 'iPhone app ID' field, the 'iPad app ID' field and the 'Google Play app ID' field,
  • Product Card requires the 'description' field, the 'image' field, the 'Label 1' field, the 'Data 1' field, the 'Label 2' field and the 'Data 2' field.
A description that concisely summarizes the content of the page, as appropriate for presentation within a Tweet. Do not re-use the title text as the description, or use this field to describe the general services provided by the website. The string will be truncated, by Twitter, at the word to 200 characters.
By default Twitter tracks visitors when a tweet is embedded on a page using the official APIs. Setting this to 'on' will stop Twitter from tracking visitors.
The URL to a unique image representing the content of the page. Do not use a generic image such as your website logo, author photo, or other image that spans multiple pages. Images larger than 120x120px will be resized and cropped square based on longest dimension. Images smaller than 60x60px will not be shown. If the 'type' is set to Photo then the image must be at least 280x150px. This will be able to extract the URL from an image field if the field is configured properly.
The MIME type for the media contained in the stream URL, as defined by RFC 4337.