Learning from Research

Vegetation status indicator tool

This tool provides information about the vegetation status and its growing conditions based on the greenness of the biomass, the thickness of the vegetation cover, the fraction of the green and alive elements of the canopy and the vegetation’s spatial extent.

Output Description

This Sentinel-based Earth Observation (EO) product provides information about the vegetation status and its growing condition. It makes use of EO that reveal the greenness of the biomass, the thickness of the vegetation cover, the fraction of the green and alive elements of the canopy and the vegetation’s spatial extent. The indicator can be used as a stand-alone criterion of a measure’s compliance and is a valuable complement of information supporting other products of the Sen4CAP project, such as, the grassland mowing detection and EFA practices monitoring tools. 

Various supporting tools to manage data, as well as user manuals and learning material accompany the tool. 

Various manuals and user guides support the user. The three Algorithm Theoretical Basis Documents (ATBDs) detail the technical background behind almost all variables related to the tool. The ATBDs can be found at: https://www.esa-sen4cap.org/resources/technical-documents/

Learning material includes videos from online trainings, short videos on products and use cases and recordings from webinars. Learning material at: https://www.esa-sen4cap.org/resources/sen4cap-videos/ and presentations at: https://www.esa-sen4cap.org/resources/presentations/

Relevance for monitoring and evaluation of the CAP

The vegetation status indicator can be helpful in monitoring and evaluation and for assessing the three practices related to greening payments such as: 

  • crop diversification - by complementing and confirming the crop type discrimination provided by the crop type map; 
  • permanent grassland - by supporting the detection of mowing events during the year; 
  • Ecological Focus Area (EFA) – catch crop, EFA – nitrogen-fixing crop and EFA – land lying fallow - by supporting the monitoring of these agricultural practices within specific periods of the year; 
  • land abandonment - by supporting the evaluation of well-maintained or not abandoned parcels. 

The vegetation status indicator also facilitates better monitoring by providing: 

  • interactive visualisations of satellite images, 
  • near-real-time information on the growing vegetation, 
  • LPIS updates, by providing information on the vegetation growing conditions to be cross-checked against LPIS polygons, 
  • a claimless system by supporting the decisions in terms of compliance with different schemes. 

All the above factors will improve monitoring data and consequently data for evaluation due to their higher quality and time response and their ability to be communicated to evaluators and related stakeholders. For example, the tool allows mapping the spread of catch crops or nitrogen-fixing crops before and after implementing a soil conservation eco-scheme. A more detailed and nuanced assessment can be designed if this map can be combined with LPIS data. The fraction of vegetation cover as a vegetation status indicator is a variable utilised for the production of the indicator. This variable has been used together with other data to assess the erosion of grasslands in Switzerland. 

Downloadingthe package is open to anyone and free of charge. Adopting the tool assumes that the IT infrastructure is adequate and that the evaluator can use the data. 

The computing system’s specifications are detailed at: http://esa-sen4cap.org/content/download-package-description   

Several factors may limit the utility and functionality of EO. The most critical limitation is the extent of inconclusive parcels, i.e. parcels for which there is no definite recording of the vegetation indicator. Inconclusive parcels may be due to specific EO factors such as cloudiness or the prevalence of small parcels, or difficulties in producing the algorithms to train and estimate the indicator. 

Relevance of the output per CAP Objectives

  • Specific Objective 4 - Climate change action
  • Specific Objective 5 - Environmental care
  • Specific Objective 6 - Preserve landscape and biodiversity

Additional output information

Data collection systems used:

  • IACS/LPIS 
  • Copernicus

Type of output:

  • New / improved data for M&E
  • Monitoring system / tool
  • Visualisation tools

Associated evaluation approaches:

  • Impact evaluation ex post
  • Impact evaluation ongoing

Spatial scale:

  • Parcel
  • Farm holding

Project information

Sen4Cap Logo

Sen4CAP: Sentinels for Common Agricultural Policy 

  • Identify and specify Earth Observation (EO) products and services suitable to increase the efficiency, traceability, and reduce the cost of the Integrated Administration and Control System (IACS). 
  • Develop an Algorithm with open source code for agricultural EO products based on Sentinel-1 & -2 responding to the user requirements. 
  • Demonstrate and validate the developed agricultural EO products up to a national scale. 
  • Provide evidence for the utility of Sentinel products within IACS procedures at the EU and national level for a range of national and regional Paying Agencies (PAs) representatives for heterogeneous agricultural practices, landscape, and climate within the EU and identify the associated limits and conditions of applications. 
  • Prepare and facilitate the transfer of developed EO products and services to the PAs, including capacity building and demonstrating cloud computing capabilities. 

Project’s timeframe: 2017 – 2022 The project was extended by ESA for another year

Contacts of project holder: Sophie Bontemps, Université Catholique de Louvain - UCL (Belgium) sophie.bontemps@uclouvain.be 

Website: Sen4CAP: https://www.esa-sen4cap.org/

Territorial coverage: Belgium, Czech Republic, France, Italy, Lithuania, Romania, Slovenia, Spain, The Netherlands