Characterisation of two vineyards in Mexico based on Sentinel-2 and meteorological data

dc.contributor.authorDel Río, María Soledad
dc.contributor.authorCicuendez López-Ocaña, Víctor Manuel
dc.contributor.authorYagüe Anguis, Carlos
dc.date.accessioned2026-01-12T19:36:57Z
dc.date.available2026-01-12T19:36:57Z
dc.date.issued2024-07-10
dc.description© 2024 by the authors. FJC2021-046735-I
dc.description.abstractIn Mexico, viticulture represents the second source of employment in the agricultural area after the fruit and vegetable sector. In developed countries, remote sensing is widely used for vineyard monitoring; however, this tool is barely used in the developing countries of Iberoamerica. In this research, our overall objective is to characterise two vineyards in the state of Queretaro (Mexico) using Sentinel-2 and meteorological data, specifically spectral and thermal indices. Results show that spectral indices obtained from Sentinel-2 bands have adequately characterised the phenological dynamics of the different varieties of the vineyards. The Modified Soil-Adjusted Vegetation Index (MSAVI) was adequately used to discriminate between the first stages of vineyards, while the Normalized Difference Vegetation Index (NDVI) was useful for monitoring vineyards during the rest stages of vineyards. Thermal indices have shown that the best grape varieties are those that can adapt to both cooler and warmer temperatures, have a reasonable ripening period, and can produce wines with balanced acidity and flavours. In conclusion, the combination of meteorological (including thermal indices) and remote sensing data (NDVI and MSAVI) provide information for choosing a suitable grape variety for this region.
dc.description.departmentDepto. de Física de la Tierra y Astrofísica
dc.description.facultyFac. de Ciencias Físicas
dc.description.refereedTRUE
dc.description.sponsorshipMinisterio de Investigación y Ciencia (España)
dc.description.sponsorshipAgencia Estatal de Investigación (España)
dc.description.sponsorshipEuropean Commission
dc.description.sponsorshipArkansas State University
dc.description.statuspub
dc.identifier.citationDel Rio MS, Cicuéndez V, and Yagüe C. 2024. Characterisation of Two Vineyards in Mexico Based on Sentinel-2 and Meteorological Data. Remote Sensing 16: 2538. [DOI 10.3390/rs16142538]
dc.identifier.doi10.3390/RS16142538
dc.identifier.essn2072-4292
dc.identifier.officialurlhttps://doi.org/10.3390/rs16142538
dc.identifier.relatedurlhttps://www.mdpi.com/2072-4292/16/14/2538
dc.identifier.urihttps://hdl.handle.net/20.500.14352/129963
dc.issue.number14
dc.journal.titleRemote Sensing
dc.language.isoeng
dc.page.final2538-21
dc.page.initial2538-1
dc.publisherMDPI
dc.rights.accessRightsopen access
dc.subject.cdu551.51
dc.subject.keywordNDVI
dc.subject.keywordMSAVI
dc.subject.keywordThermal indices
dc.subject.keywordVineyard’s phenology
dc.subject.keywordGrape varieties
dc.subject.ucmMeteorología (Física)
dc.subject.unesco2509 Meteorología
dc.titleCharacterisation of two vineyards in Mexico based on Sentinel-2 and meteorological data
dc.typejournal article
dc.type.hasVersionVoR
dc.volume.number16
dspace.entity.typePublication
relation.isAuthorOfPublication9a4cf43f-bd9c-4b5b-9cb2-0c257e7473de
relation.isAuthorOfPublication.latestForDiscovery9a4cf43f-bd9c-4b5b-9cb2-0c257e7473de

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