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http://www.alice.cnptia.embrapa.br/alice/handle/doc/1153363
Title: | Land use/land cover classification in a heterogeneous agricultural landscape using PlanetScope data. |
Authors: | BUENO, I. T. ANTUNES, J. F. G. TORO, A. P. S. G. D. WERNER, J. P. S. COUTINHO, A. C. FIGUEIREDO, G. K. D. A. LAMPARELLI, R. A. C. ESQUERDO, J. C. D. M. MAGALHÃES, P. S. G. |
Affiliation: | INACIO THOMAZ BUENO, UNIVERSIDADE ESTADUAL DE CAMPINAS; JOAO FRANCISCO GONCALVES ANTUNES, CNPTIA; ANA PAULA SOLAS GOMES DUARTE TORO, UNIVERSIDADE ESTADUAL DE CAMPINAS; JOÃO PAULO SAMPAIO WERNER, UNIVERSIDADE ESTADUAL DE CAMPINAS; ALEXANDRE CAMARGO COUTINHO, CNPTIA; GLEYCE KELLY DANTAS ARAÚJO FIGUEIREDO, UNIVERSIDADE ESTADUAL DE CAMPINAS; RUBENS AUGUSTO CAMARGO LAMPARELLI, UNIVERSIDADE ESTADUAL DE CAMPINAS; JULIO CESAR DALLA MORA ESQUERDO, CNPTIA; PAULO SÉRGIO GRAZIANO MAGALHÃES, UNIVERSIDADE ESTADUAL DE CAMPINAS. |
Date Issued: | 2023 |
Citation: | The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, v. XLVIII-M-1-2023, p. 49-55, 2023. |
Description: | This study evaluated the accuracy of LULC classification based on an initial clustering step in a heterogeneous agricultural landscape using PlanetScope imagery while checking for variability among their Normalized Difference Vegetation Index (NDVI) temporal signatures. |
Thesagro: | Uso da Terra |
NAL Thesaurus: | Land use Land cover |
Keywords: | Clusterização Culturas agrícolas Floresta aleatória Assinatura espectro-temporal Variabilidade intraclasse Cobertura da terra Clustering Agricultural crops OBIA Object-Based Image Analysis Random Forest Spectro-temporal signature Intra-class variability |
DOI: | https://doi.org/10.5194/isprs-archives-XLVIII-M-1-2023-49-2023 |
Notes: | Edition of proceedings of the 39th International Symposium on Remote Sensing of Environment (ISRSE-39) "From Human Needs to SDGs", 2023, Antalya, Türkiye. |
Type of Material: | Artigo de periódico |
Access: | openAccess |
Appears in Collections: | Artigo em periódico indexado (CNPTIA) |
Files in This Item:
File | Size | Format | |
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AP-Landuse-landcover-ISPRS-2023.pdf | 1,07 MB | Adobe PDF | View/Open |