Sequential Recurrent Encoders for Land Cover Mapping in the Brazilian Amazon using MODIS Imagery and Auxiliary Datasets
To test an existing sequential recurrent encoders model based on convolutional variants of RNNs for the task of LUC classification across the Brazilian Amazon and to compare different arrangements of input features and their impact on the classifier performance
| Autores principales: | , , , |
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| Formato: | Póster |
| Lenguaje: | Inglés |
| Publicado: |
2019
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| Materias: | |
| Acceso en línea: | https://hdl.handle.net/10568/103747 |
| _version_ | 1855526771432095744 |
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| author | Coca-Castro, Alejandro Rußwurm, Marc Reymondin, Louis Mulligan, Mark |
| author_browse | Coca-Castro, Alejandro Mulligan, Mark Reymondin, Louis Rußwurm, Marc |
| author_facet | Coca-Castro, Alejandro Rußwurm, Marc Reymondin, Louis Mulligan, Mark |
| author_sort | Coca-Castro, Alejandro |
| collection | Repository of Agricultural Research Outputs (CGSpace) |
| description | To test an existing sequential recurrent encoders model based on convolutional variants of RNNs for the task of LUC classification across the Brazilian Amazon and to compare different arrangements of input features and their impact on the classifier performance |
| format | Poster |
| id | CGSpace103747 |
| institution | CGIAR Consortium |
| language | Inglés |
| publishDate | 2019 |
| publishDateRange | 2019 |
| publishDateSort | 2019 |
| record_format | dspace |
| spelling | CGSpace1037472025-11-05T17:50:55Z Sequential Recurrent Encoders for Land Cover Mapping in the Brazilian Amazon using MODIS Imagery and Auxiliary Datasets Coca-Castro, Alejandro Rußwurm, Marc Reymondin, Louis Mulligan, Mark mapping land use cells spectral analysis kernels To test an existing sequential recurrent encoders model based on convolutional variants of RNNs for the task of LUC classification across the Brazilian Amazon and to compare different arrangements of input features and their impact on the classifier performance 2019-09 2019-09-25T20:41:34Z 2019-09-25T20:41:34Z Poster https://hdl.handle.net/10568/103747 en Open Access application/pdf Coca-Castro, Alejandro; Rußwurm, Marc; Reymondin, Louis; Mulligan, Mark (2019). Sequential Recurrent Encoders for Land Cover Mapping in the Brazilian Amazon using MODIS Imagery and Auxiliary Datasets. |
| spellingShingle | mapping land use cells spectral analysis kernels Coca-Castro, Alejandro Rußwurm, Marc Reymondin, Louis Mulligan, Mark Sequential Recurrent Encoders for Land Cover Mapping in the Brazilian Amazon using MODIS Imagery and Auxiliary Datasets |
| title | Sequential Recurrent Encoders for Land Cover Mapping in the Brazilian Amazon using MODIS Imagery and Auxiliary Datasets |
| title_full | Sequential Recurrent Encoders for Land Cover Mapping in the Brazilian Amazon using MODIS Imagery and Auxiliary Datasets |
| title_fullStr | Sequential Recurrent Encoders for Land Cover Mapping in the Brazilian Amazon using MODIS Imagery and Auxiliary Datasets |
| title_full_unstemmed | Sequential Recurrent Encoders for Land Cover Mapping in the Brazilian Amazon using MODIS Imagery and Auxiliary Datasets |
| title_short | Sequential Recurrent Encoders for Land Cover Mapping in the Brazilian Amazon using MODIS Imagery and Auxiliary Datasets |
| title_sort | sequential recurrent encoders for land cover mapping in the brazilian amazon using modis imagery and auxiliary datasets |
| topic | mapping land use cells spectral analysis kernels |
| url | https://hdl.handle.net/10568/103747 |
| work_keys_str_mv | AT cocacastroalejandro sequentialrecurrentencodersforlandcovermappinginthebrazilianamazonusingmodisimageryandauxiliarydatasets AT rußwurmmarc sequentialrecurrentencodersforlandcovermappinginthebrazilianamazonusingmodisimageryandauxiliarydatasets AT reymondinlouis sequentialrecurrentencodersforlandcovermappinginthebrazilianamazonusingmodisimageryandauxiliarydatasets AT mulliganmark sequentialrecurrentencodersforlandcovermappinginthebrazilianamazonusingmodisimageryandauxiliarydatasets |