Publications

Papers

• (Ongoing) Yupanqui, O. A machine learning ensemble approach to map selective logging in the Peruvian Amazon


• Yupanqui, O., Julca, J. R., & Valerio, E. (2021). Estimating the cultivated surface of Palm Oil, using visual interpretation of satellite images during the years 2016-2020 in Peru. Xilema, 31(1), 32-45. https://doi.org/10.21704/x.v31i1.1781

Posters

• Yupanqui, O., Villa, L., Novoa, S., Becerra, M., Quispe, M. (2023). Selective logging detection with deep learning, cloud computing and high-resolution imagery in the Peruvian Amazon. Presented at the CLAG2023 on December 13. Tucson, Arizona.


• Sedano, M., Yupanqui, O., Novoa, S. (2023). Historical analysis of logging roads and connectivity roads in Madre de Dios, Peru. Presented at the CLAG2023 on December 13. Tucson, Arizona.


• Villa, L., Novoa, S., Yupanqui, O., Becerra, M. (2022). Selective Logging Detection with Deep Learning, Cloud Computing and High Resolution Imagery in the Peruvian Amazon. Presented at the AGU Fall Meeting on December 13. Chicago, Illinois.


• Villa, L., Yupanqui, O., Novoa, S. (2022). Selective logging detection with deep learning, cloud computing and high resolution imagery in the Peruvian Amazon. Presented at the 9th ForestSAT2022 on September 1. Berlin, Germany.

Datasets

• Yupanqui, O., Julca, J. R., & Valerio, E. (2023). Database of coverage and processing plants of palm oil in Peru (2016-2020). Harvard Dataverse V1. https://doi.org/10.7910/DVN/1TKNLB