Mapping Key Indicators of Forest Restoration in the Amazon Using a Low-Cost Drone and Artificial Intelligence

Autor: Rafael Walter Albuquerque, Daniel Luis Mascia Vieira, Manuel Eduardo Ferreira, Lucas Pedrosa Soares, Søren Ingvor Olsen, Luciana Spinelli Araujo, Luiz Eduardo Vicente, Julio Ricardo Caetano Tymus, Cintia Palheta Balieiro, Marcelo Hiromiti Matsumoto, Carlos Henrique Grohmann

Publikováno v: Remote Sensing, Vol 14, Iss 4, p 830 (2022)

Monitoring the vegetation structure and species composition of forest restoration (FR) in the Brazilian Amazon is critical to ensuring its long-term benefits. Since remotely piloted aircrafts (RPAs) associated with deep learning (DL) are becoming pow

Externí odkaz: https://doaj.org/article/5a961217f9ab45b085c619d61660352c

Forest Restoration Monitoring Protocol with a Low-Cost Remotely Piloted Aircraft: Lessons Learned from a Case Study in the Brazilian Atlantic Forest

Autor: Manuel Eduardo Ferreira, Maurício Ruiz Castello Branco, Julio Ricardo Caetano Tymus, Søren Ingvor Olsen, João Vitor Silva Costa, Ciro José Ribeiro Moura, Cintia Pedrina Palheta Balieiro, Rafael Walter Albuquerque, Carlos Henrique Grohmann, Hendrik Mansur

Publikováno v: Remote Sensing
Volume 13
Issue 12
Albuquerque, R, Eduardo Ferreira, M, Olsen, S I, Ricardo Caetano Tymus, J, Palheta Balieiro, C, Mansur, H, Jos Ribeiro Moura, C, Vitor Silva Costa, J, Ruiz Castello Branco, M & Henrique Grohmann, C 2021, ' Forest Restoration Monitoring Protocol with a Low-Cost Remotely Piloted Aircraft : Lessons Learned from a Case Study in the Brazilian Atlantic Forest ', Remote Sensing, vol. 13, no. 2401, 2401 . https://doi.org/10.3390/rs13122401
Remote Sensing, Vol 13, Iss 2401, p 2401 (2021)
Repositório Institucional da USP (Biblioteca Digital da Produção Intelectual)
Universidade de São Paulo (USP)
instacron:USP

Traditional forest restoration (FR) monitoring methods employ spreadsheets and photostaken at the ground level. Since remotely piloted aircraft (RPA) generate a panoramic high resolutionand georeferenced view of the entire area of interest, this tech

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::50454d9ce1569c2302f662a41a804eeb

Mapping Key Indicators of Forest Restoration in the Amazon Using a Low-Cost Drone and Artificial Intelligence.

Autor: Albuquerque, Rafael Walter¹ (AUTHOR) guano@usp.br, Vieira, Daniel Luis Mascia² (AUTHOR) daniel.vieira@embrapa.br, Ferreira, Manuel Eduardo³ (AUTHOR) manuel@ufg.br, Soares, Lucas Pedrosa⁴ (AUTHOR) lpsoares@usp.br, Olsen, Søren Ingvor⁵ (AUTHOR) ingvor@di.ku.dk, Araujo, Luciana Spinelli⁶ (AUTHOR) luciana.spinelli@embrapa.br, Vicente, Luiz Eduardo⁶ (AUTHOR) luiz.vicente@embrapa.br, Tymus, Julio Ricardo Caetano⁷ (AUTHOR) jtymus@tnc.org, Balieiro, Cintia Palheta⁷ (AUTHOR) cbalieiro@tnc.org, Matsumoto, Marcelo Hiromiti⁸ (AUTHOR) mhmatsu@alumni.usp.br, Grohmann, Carlos Henrique¹ (AUTHOR)

Publikováno v: Remote Sensing. Feb2022, Vol. 14 Issue 4, p830. 1p.