Temporal analysis of the maize crop using the Copernicus and Granular link platforms

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Anabela Grifo
https://orcid.org/0000-0002-1152-0410
Gonçalo Neves
Albertina Ferreira
https://orcid.org/0000-0002-3908-8535

Résumé

Precision agriculture is associated with digital transformation and technological innovation. The data provided by remote sensing sensors, combined with data from other sources of information, offers the agricultural entrepreneur a more efficient view than direct observation in the field, enabling more informed and sustainable decision-making. This study used data from two platforms, Copernicus and Granular Link, to assess the behavior of the NDVI, NDMI and NDRE vegetation indices throughout the maize crop cycle of a plot located in Vale Figueira, Santarém, during the year 2021. In later stages of the crop, differences were found at saturation level, between NDVI and NDRE. The correlation of these indices with the NDMI was greater between the NDMI and the NDRE. The spatial variability found in the right part of the plot agrees with the strong relationship between yield and values. Processing and analyzing images from the Granular Link platform were faster and easier than those obtained from the Copernicus platform. In this way, the Granular Link platform enables almost real-time monitoring. However, it is not possible to carry out analyses that are not part of the contracted service.

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Grifo, A., Neves, G., & Ferreira, A. (2025). Temporal analysis of the maize crop using the Copernicus and Granular link platforms. Medi@ções, 13(3), 11–28. https://doi.org/10.60546/mo.v13i3.456
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Bibliographies de l'auteur-e

Anabela Grifo, IPSantarém - Escola Superior Agrária

Anabela Grifo has a degree in Agricultural Engineering (University of Évora), a Master's degree in Plant Nutrition, Soil Fertility and Fertilization (Instituto Superior de Agronomia/University of Lisbon), and a PhD in Agricultural Sciences (University of Évora). She is an Adjunct Professor at the Escola Superior Agrária de Santarém, where she teaches undergraduate and master's degrees in Agronomy, Animal Science, and Food Quality and Human Nutrition, and is vice-coordinator of the Professional Technical Course in Agricultural Mechanization and Technology. She has participated in several projects in the areas of precision agriculture and optimization of agricultural systems. She collaborates with the Research Institute of the Polytechnic of Santarém and she is a member of the Center for Research and Quality of Life.

Gonçalo Neves, IPSantarém - Escola Superior Agrária

Gonçalo Neves has a degree in Agronomy (2023) from the Polytechnic Institute of Santarém, School of Agriculture, Portugal, and a Master's degree in Agricultural Engineering (2024) from the Polytechnic Institute of Santarém, School of Agriculture, Portugal, where he submitted his thesis entitled "Dynamic characterization of the evolution of vegetation indices in corn crops". Since 2023, he has been a Guest Assistant at the Polytechnic Institute of Santarém, School of Agriculture, where he teaches, in TesP and Bachelor's degrees, the curricular units of Agricultural Mechanics and Mechanization of Cultural Operations. In addition to this position, he works at Hubel Verde - Engenharia Agronómica, S.A as a Technical Advisor / Drone Operator.

Albertina Ferreira, IPSantarém - Escola Superior Agrária

Albertina Ferreira is Coordinator Professor at the Polytechnic Institute of Santarém, School of Agriculture. She has a PhD in Computer Science, Master’s degree in Geographic Information Systems, degree in Computer Science, degree in Agricultural Cooperative Management, bachelor in Agricultural Production. She is a full member at the Life Quality of Research Centre and a collaborator in the Research Unit at the Santarém Polytechnic Institute. Her areas of research are databases and geographic information systems, and she has participated in several projects in these areas.