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Article

Agricultural Lighting Strategies in Portugal: Insights from DLI Mapping

1
Department of Postharvest, Supply Chain, Commerce and Sensory Science, Institute of Food Science and Technology, Hungarian University of Agriculture and Life Sciences, 1118 Budapest, Hungary
2
Institute of Cartography and Geoinformatics, Faculty of Informatics, Eötvös Loránd University, 1117 Budapest, Hungary
3
Institute of Technology, Hungarian University of Agriculture and Life Sciences, 2100 Gödöllő, Hungary
4
Department of Computational Landscape Ecology, Helmholtz Centre for Environmental Research GmbH—UFZ, 04318 Leipzig, Germany
5
Geoinformatics and Remote Sensing, Institute for Geography, Leipzig University, 04103 Leipzig, Germany
6
Remote Sensing Centre for Earth System Research, Leipzig University, 04103 Leipzig, Germany
7
German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, 04103 Leipzig, Germany
8
Centre for Economic and Regional Studies, Eötvös Loránd University, 1097 Budapest, Hungary
*
Author to whom correspondence should be addressed.
Agronomy 2025, 15(12), 2860; https://doi.org/10.3390/agronomy15122860
Submission received: 28 November 2025 / Revised: 9 December 2025 / Accepted: 10 December 2025 / Published: 12 December 2025
(This article belongs to the Special Issue Comprehensive Impacts of Agrobiodiversity in Agricultural Ecosystems)

Abstract

The Daily Light Integral (DLI) maps of Portugal are decision-support tools to provide objective assessments of light availability for plants. These maps allow for the analysis of the spatial and seasonal distribution patterns of photosynthetically active radiation (PAR, 400–700 nm). A semi-automatic DLI mapping workflow was elaborated and DLI maps with two different scales (2 and 5 mol·m−2·d−1) were created for Portugal’s mainland, analyzing from regional (Northern regions, Central regions, Southern regions) and seasonal (Spring, Summer, Autumn, Winter) perspectives. The DLI values and ranges in Portugal provide a clear spatial gradient from north to south, influenced by geographic location, topography, and climate. In autumn, the DLI values decrease (11–41 mol·m−2·d−1) and the lowest DLI values are observed in the winter months (7–17 mol·m−2·d−1). During spring, DLI values increase, reaching their peak in the summer months (41–57 mol·m−2·d−1). In autumn the DLI range is narrow (11–13 mol·m−2·d−1), as well as in winter (8–12 mol·m−2·d−1), and it becomes broader during spring and summer (11–14 mol·m−2·d−1). To enhance agricultural practices, future DLI maps should be integrated with agro-climatic maps and thematic layers such as soil, water, topography, temperature, and biodiversity. These integrated maps should then be incorporated into agricultural policy and decision-making to improve crop management strategies. Portugal’s agricultural lighting strategy will utilize DLI maps alongside crop-specific recommendations, shading management, local conditions and market demands.
Keywords: daily light integral (DLI); photosynthetically active radiation (PAR); data collection; agricultural lighting strategy; DLI mapping method; smart farming daily light integral (DLI); photosynthetically active radiation (PAR); data collection; agricultural lighting strategy; DLI mapping method; smart farming

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MDPI and ACS Style

Szabó, D.; Jung, A.; Varga, Z.; Hajdú, E.; Revoly, A.; Lausch, A.; Vohland, M.; Sipos, L. Agricultural Lighting Strategies in Portugal: Insights from DLI Mapping. Agronomy 2025, 15, 2860. https://doi.org/10.3390/agronomy15122860

AMA Style

Szabó D, Jung A, Varga Z, Hajdú E, Revoly A, Lausch A, Vohland M, Sipos L. Agricultural Lighting Strategies in Portugal: Insights from DLI Mapping. Agronomy. 2025; 15(12):2860. https://doi.org/10.3390/agronomy15122860

Chicago/Turabian Style

Szabó, Dániel, András Jung, Zsófia Varga, Edina Hajdú, András Revoly, Angela Lausch, Michael Vohland, and László Sipos. 2025. "Agricultural Lighting Strategies in Portugal: Insights from DLI Mapping" Agronomy 15, no. 12: 2860. https://doi.org/10.3390/agronomy15122860

APA Style

Szabó, D., Jung, A., Varga, Z., Hajdú, E., Revoly, A., Lausch, A., Vohland, M., & Sipos, L. (2025). Agricultural Lighting Strategies in Portugal: Insights from DLI Mapping. Agronomy, 15(12), 2860. https://doi.org/10.3390/agronomy15122860

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