Data from: Synergizing scientific and local knowledge for ecosystem services assessments: A case study in northern Portugal
Data files
Mar 05, 2026 version files 3.92 MB
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cunha_et_al_2026_stakeholders_exercises.gpkg
3.88 MB
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data_cunha_et_al_2026.ods
31.98 KB
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README.md
2.25 KB
Abstract
Integrating scientific and local ecological knowledge on ecosystem services (ES) is essential for effective and inclusive environmental management. Such an integration strengthens societal engagement, supports policy implementation, and helps reduce sectoral conflicts across marine sectors. This study explored this synergy by assessing stakeholder perceptions of local ES and comparing them with existing scientific assessments in the NW coastal area of Portugal. Stakeholders representing four societal sectors (Quadruple Helix framework) prioritized regulation and maintenance ES (RMES), identified RMES supply areas and pressures, and outlined a 20-year vision for the region. Stakeholders classified 16 of the 20 RMES as ‘Very Important’, particularly erosion control, buffering mass movements, coastal protection, or climate regulation. Estuaries and northern coastal areas were identified as RMES supply hotspots. Ten major activities were identified, as well as conflict areas in coastal and estuarine regions, and some marine areas, particularly where fishing, tourism, and potential future offshore wind farms overlapped. The stakeholder 20-year vision aligned with environmental policies, advocating an increase in ecosystem-based management (EBM) approaches, and effective management of human activities to ensure the maintenance of natural capital. Comparisons between stakeholder maps revealed broad agreement in nearshore areas but discrepancies offshore. While for nearshore regions stakeholders were able to complement the information of the scientific-based maps for ES supply and pressures, less knowledge of offshore regions was observed from the stakeholders. This study highlighted the value of integrating scientific and local stakeholder knowledge to support informed decision-making, filling knowledge gaps, and establishing stakeholder priorities for ecosystem management in marine regions, that can support more complete, equitable, and effective marine planning.
- This dataset is associated with the following article:
Jacinto Cunha, Edna Cabecinha, Sebastian Villasante, Stefano Balbi, Michael Elliott, Sandra Ramos. 2026. "Synergizing scientific and local knowledge for ecosystem services assessments: a case study in northern Portugal." People and Nature.
*Corresponding author: Jacinto Cunha, email: jcunha@ciimar.up.pt
Dates and locations
- Dates of data collection: Data collected during a workshop in May 2024
- Geographic locations of data collection: Northern Coast of Portugal
Methodological Information
- Methods of data collection/analysis: see manuscript for details
Data and file overview
- File count: 2
Setup
- Recommended software/tools: Libreoffice and QGIS
Summary metrics
- Description:
This dataset consists of two files:
- An OpenDocument Spreadsheet (.ods) file (data_cunha_et_al_2026.ods) containing stakeholder responses from the three exercises conducted during the workshop. The spreadsheet is organized into three sheets, one for each exercise.
- The first sheet presents the results of Exercise 1. Columns include the workshop group number; the number and description of the 20 Regulation and Maintenance Ecosystem Services; and the importance class assigned by each group (“Less Important”, “Moderately Important”, or “Very Important”).
- The second sheet contains the pressures identified by each group during Exercise 2.
- The third sheet includes the descriptions and proposed measures identified by each group in the final exercise, translated to the English language.
- A Geopackage (.gpkg) file (cunha_et_al_2026_stakeholders_exercises.gpkg) containing two vector layers with the results from the participatory mapping exercises.
- The first layer, titled “exerc1.1_ES_results”, displays the number of Regulation and Maintenance ecosystem services identified by the stakeholders within each grid cell.
- The second layer, titled “exerc1.2_pressures_results”, displays the number of pressures identified by the stakeholders within each grid cell.
- Other encoding details: this file was created in LibreOffice Write in the .ods format, and in QGIS in the .gpkg format
The study focused on northern Portugal coastal and marine area and used a participatory workshop with stakeholders from academia, industry, public administration, and civil society. Participants ranked and mapped Regulation and Maintenance Ecosystem Services (RMES), identified current and future pressures, and co-developed a 20-year vision for the region. Workshop outputs were digitized, aggregated into a 1-km grid, and analyzed spatially using GIS.
