PhD student. Institutional Doctoral Program in Agricultural Sciences of the Universidad Juárez del Estado de Durango (ISIMA-UJED) email: marcela.chavoya@gmail.com The area of specialization is remote sensing and the use of free software for the analysis and processing of spectral data.