Learning from Research

Agricultural practices monitoring product

This product supports the monitoring of agricultural practices related to tillage and crop harvesting.

Output Description

This Sentinel-based Earth Observation (EO) product monitors agricultural practices related to crop harvesting and cropping practices. The knowledge of agricultural farm practices has been a significant data gap preventing the use of available farm-level data to evaluate a policy’s environmental effects. 

The tillage detection component of the product has been tested in Lithuania and Castilla y Leon in Spain and other areas. The crop harvesting component has been tested in all participating Member States and Denmark. 

Relevance for monitoring and evaluation of the CAP

The tool can combine data concerning three distinct agricultural practices: 

  • Crop harvesting: Five different satellite indices can show if a specific parcel is harvested in a cultivation period. 
  • Crop practices: This component includes the use of catch crops, nitrogen-fixing crops or of no crop at all, i.e., fallow. 
  • Ploughing and tilling of arable land and grasslands: Ploughing does not comply with the identification and definition of permanent grassland. Tillage detection is a handy tool and may be developed into a stand-alone product in the future. 

An example of the use of agricultural practices for the monitoring of Ecological Focus Areas (EFAs) can be accessed at: http://esa-sen4cap.org/content/agricultural-practices 

This product and its components focus on the cross-compliance of agricultural practices related to permanent grasslands and practices adopted within the framework of EFA obligations. However, the information produced by this tool is beneficial for the evaluation of the policy’s impacts on the climate, environment and natural resources. Agricultural practices are essential when evaluators assess the effects of measures: on soil organic matter or erosion relative to ploughing, tilling and crop practices; on quantity and quality of water concerning ploughing, tilling, and the presence of catch crops; on biodiversity concerning late harvest or no harvest. In addition, these practices are part of carbon farming, i.e. the set of agricultural methods aimed at sequestering atmospheric carbon into the soil and in crop roots, wood and leaves. 

Downloading the 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 parcels for which the algorithms are inconclusive as concerns the presence of certain practices. Inconclusive parcels may be due to specific EO factors such as cloudiness or the prevalence of small parcels or difficulties in training the algorithms to estimate the indicators of farm practices. Another difficulty is related to the effort and time needed to link the agricultural practices map with the LPIS and IACS. 

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
  • New indicators
  • Database/ data registry
  • Monitoring system / tool
  • Visualisation tools

Associated evaluation approaches:

  • Desk research 
  • Data analysis
  • 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.beOpen link in new windowOpen link in new windowOpen link in new window 

Website: Sen4CAP: https://www.esa-sen4cap.org/Open link in new windowOpen link in new windowOpen link in new window

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