Integración de NTRIP y drones RTK para la generación de ortoimágenes de alta precisión

Authors

  • Daniel Elías Moreira Mosquera Universidad Técnica de Manabí
  • Henry Antonio Pacheco Gil Universidad Técnica de Manabí
  • Alexis Wladimir Valle Benítez Universidad Laica Vicente Rocafuerte

DOI:

https://doi.org/10.56124/sapientiae.v9i20.017

Keywords:

RTK drones; Ground Control Points; Aerial photogrammetry; Surveying accuracy.

Abstract

Drones with real-time positioning have transformed topographic surveys, where the optimization of time and resources is crucial in civil engineering and land management projects. Traditionally, the precise georeferencing of orthomosaics relied on Ground Control Points (GCPs), which ensure high accuracy but require complex logistics and significant field effort. As an alternative, differential corrections via NTRIP allow for a reduction in the number of GCPs, minimizing time, although the debate regarding their equivalence in accuracy remains. This study was conducted on a 2-hectare site in Guayaquil, comparing two orthomosaics: one adjusted with 8 GCPs and another generated exclusively with NTRIP. Both flights at 90 m produced orthomosaics with a GSD of 2.4 cm/pixel, validated through independent GNSS checkpoints. The results show centimeter-level accuracy in planimetry but greater vertical bias with NTRIP. It is concluded that both methodologies are comparable, although GCPs remain indispensable in critical applications.

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Author Biographies

Daniel Elías Moreira Mosquera, Universidad Técnica de Manabí

Estudiante de la Maestría en Geomática. Facultad de Posgrado.                                                                Universidad Técnica de Manabí - UTM

Henry Antonio Pacheco Gil, Universidad Técnica de Manabí

Docente investigador del departamento de Ciencias Agrícolas, Facultad de Ingeniería Agrícola

Universidad Técnica de Manabí - UTM

 

 

Alexis Wladimir Valle Benítez, Universidad Laica Vicente Rocafuerte

Docente investigador de la FIIC-Facultad de Ingeniería, Industria y Construcción.                                                                          Universidad Laica Vicente Rocafuerte

 

 

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Published

2026-07-15 — Updated on 2026-07-15

Versions

How to Cite

Moreira Mosquera, D. E., Pacheco Gil, H. A., & Valle Benítez, A. W. (2026). Integración de NTRIP y drones RTK para la generación de ortoimágenes de alta precisión. Revista Científica Multidisciplinaria SAPIENTIAE. ISSN: 2600-6030., 9(20), 357–386. https://doi.org/10.56124/sapientiae.v9i20.017