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INNOVATION
Machine Learning-based fertilizer recommendation platform as a service
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Market Maturity: Business Ready
These are innovations that are putting concrete market-oriented ideas together and are, for example, pursuing market studies, business plans, engagements with relevant partner and end-users. Learn more
Market Creation Potential
This innovation was assessed by the JRC’s Market Creation Potential indicator framework as having a Noteworthy” level of Market Creation Potential. Only innovations that are showing multiple signals of market creation potential are assigned a value under this indicator system. Learn more
Women-led innovation
A woman had a leadership role in developing this innovation in at least one of the Key Innovator organisations listed below.
Go to Market needs
Needs that, if addressed, can increase the chances this innovation gets to (or closer to) the market incude:
  • Prepare for Market entry
  • Secure capital
  • Scale-up market opportunities
Location of Key Innovators developing this innovation
Key Innovators
UN Sustainable Development Goals(SDG)
This innovation contributes to the following SDG(s)
SUSTAINABLE DEVELOPMENT GOAL 2
End hunger, achieve food security and improved nutrition and promote sustainable agriculture

The UN explains: "It is time to rethink how we grow, share and consume our food.

If done right, agriculture, forestry and fisheries can provide nutritious food for all and generate decent incomes, while supporting people-centred rural development and protecting the environment.

Right now, our soils, freshwater, oceans, forests and biodiversity are being rapidly degraded. Climate change is putting even more pressure on the resources we depend on, increasing risks associated with disasters such as droughts and floods. Many rural women and men can no longer make ends meet on their land, forcing them to migrate to cities in search of opportunities.

A profound change of the global food and agriculture system is needed if we are to nourish today’s 815 million hungry and the additional 2 billion people expected by 2050.

The food and agriculture sector offers key solutions for development, and is central for hunger and poverty eradication."

SUSTAINABLE DEVELOPMENT GOAL 3
Ensure healthy lives and promote well-being for all at all ages

The UN explains: "Significant strides have been made in increasing life expectancy and reducing some of the common killers responsible for child and maternal mortality.

Major progress has also been made on increasing access to clean water and sanitation, reducing malaria, tuberculosis, polio and the spread of HIV/AIDS.

However, many more efforts are needed to control a wide range of diseases and address many different persistent and emerging health issues."

SUSTAINABLE DEVELOPMENT GOAL 13
Take urgent action to combat climate change and its impacts

The UN explains: "Affordable, scalable solutions are now available to enable countries to leapfrog to cleaner, more resilient economies. The pace of change is quickening as more people are turning to renewable energy and a range of other measures that will reduce emissions and increase adaptation efforts."

SUSTAINABLE DEVELOPMENT GOAL 15
Protect, restore and promote sustainable use of terrestrial ecosystems, sustainably manage forests, combat deertification, and halt and reverse land degradation and halt biodiversity loss

The UN explains: "Forests cover 30 per cent of the Earth’s surface and in addition to providing food security and shelter, forests are key to combating climate change, protecting biodiversity and the homes of the indigenous population. Thirteen million hectares of forests are being lost every year while the persistent degradation of drylands has led to the desertification of 3.6 billion hectares."

SUSTAINABLE DEVELOPMENT GOAL 16
Promote peaceful and inclusive societies for sustainable development, provide access to justice for all and build effective, accountable and inclusive institutions at all levels

The UN explains: "Goal 16 of the Sustainable Development Goals is dedicated to the promotion of peaceful and inclusive societies for sustainable development, the provision of access to justice for all, and building effective, accountable institutions at all levels."

The EU-funded Research Project
This innovation was developed under the Horizon Europe project LiveSen-MAP with an end date of 31/05/2026
  • Read more about this project on CORDIS
Description of Project LiveSen-MAP
Within the project LiveSen-MAP, we will collect in collaboration with farmers for the first time a high-resolution dataset of the crop nutrient status over multiple growing seasons, to validate and deploy an ensemble of predictive models for field-scale and region-scale nutrient prescriptions. We will produce 20,000 of our test strips for the main plant nutrients N-P-K for field testing at test sites in Bavaria and North Rhine-Westphalia over the project duration. Together with farmers, we will develop our business model and drive product development. Collaborating with potential customers early on will be key for (i) deploying our technology to create the dataset needed to consolidate machine learning-based predictions and for (ii) testing the business model and verify our competitive position in the intended market. The insights gained from potential customers will be combined with a detailed stakeholder and market analysis to validate the business model and pricing strategy. We will be able to identify and engage key strategic partners such as agricultural and digital businesses. In this way, we can build and strengthen our network to highlight the unique value of our approach as a tool for reorienting towards a more sustainable and resource-efficient agriculture in Europe and beyond. The project results will be commercially exploited by a company that will over a subscription-based fertilization recommendation service to farmers.

Innnovation Radar's analysis of this innovation is based on data collected on 31/07/2024.
The unique id of this innovation in the European Commission's IT systems is: 126840