First Large Extent and High Resolution Cropland and Crop Type Map of Argentina
Trabajo presentado al 2020 IEEE Latin American GRSS & ISPRS Remote Sensing Conference (LAGIRS 2020), 22–26 March 2020, Santiago, Chile.
| Autores principales: | , , , , , , , , , |
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| Formato: | info:ar-repo/semantics/artículo |
| Lenguaje: | Inglés |
| Publicado: |
International Society of Photogrammetry and Remote Sensing
2023
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| Materias: | |
| Acceso en línea: | http://hdl.handle.net/20.500.12123/14533 https://isprs-archives.copernicus.org/articles/XLII-3-W12-2020/165/2020/ https://doi.org/10.5194/isprs-archives-XLII-3-W12-2020-165-2020 |
| _version_ | 1855037134989164544 |
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| author | De Abelleyra, Diego Veron, Santiago Ramón Banchero, Santiago Mosciaro, Maria Jesus Propato, Tamara Sofia Ferraina, Antonella Gómez Taffarel, Maria Cielo Dacunto, Luciana Franzoni, Agustin Volante, Jose Norberto |
| author_browse | Banchero, Santiago Dacunto, Luciana De Abelleyra, Diego Ferraina, Antonella Franzoni, Agustin Gómez Taffarel, Maria Cielo Mosciaro, Maria Jesus Propato, Tamara Sofia Veron, Santiago Ramón Volante, Jose Norberto |
| author_facet | De Abelleyra, Diego Veron, Santiago Ramón Banchero, Santiago Mosciaro, Maria Jesus Propato, Tamara Sofia Ferraina, Antonella Gómez Taffarel, Maria Cielo Dacunto, Luciana Franzoni, Agustin Volante, Jose Norberto |
| author_sort | De Abelleyra, Diego |
| collection | INTA Digital |
| description | Trabajo presentado al 2020 IEEE Latin American GRSS & ISPRS Remote Sensing Conference (LAGIRS 2020), 22–26 March 2020, Santiago, Chile. |
| format | info:ar-repo/semantics/artículo |
| id | INTA14533 |
| institution | Instituto Nacional de Tecnología Agropecuaria (INTA -Argentina) |
| language | Inglés |
| publishDate | 2023 |
| publishDateRange | 2023 |
| publishDateSort | 2023 |
| publisher | International Society of Photogrammetry and Remote Sensing |
| publisherStr | International Society of Photogrammetry and Remote Sensing |
| record_format | dspace |
| spelling | INTA145332023-04-26T20:04:00Z First Large Extent and High Resolution Cropland and Crop Type Map of Argentina De Abelleyra, Diego Veron, Santiago Ramón Banchero, Santiago Mosciaro, Maria Jesus Propato, Tamara Sofia Ferraina, Antonella Gómez Taffarel, Maria Cielo Dacunto, Luciana Franzoni, Agustin Volante, Jose Norberto Cultivos Tierras Agrícolas Argentina Crops Farmland Remote Sensing Teledetección Trabajo presentado al 2020 IEEE Latin American GRSS & ISPRS Remote Sensing Conference (LAGIRS 2020), 22–26 March 2020, Santiago, Chile. The availability of spatially explicit information about agricultural crops for large regions in Argentina is scarce. In particular, due to temporal dynamics of agricultural production (i.e. changes in planted crops from year to year) and spectral similarities among herbaceous crops it is difficult to generate crop type maps from remote sensing. Large regions with marked climatic variations, like the main agricultural areas of Argentina, represent an additional challenge. Here we generated a map based on supervised classifications using field samples along 14 agricultural zones. Best classification accuracies were obtained by combining seasonal indices (year, summer and winter), with indices that describe the temporal dynamics of vegetation. Accuracy was increased at regions with high and balanced number of samples and with longer growing seasons. The map allows to identify areas with clusters of one, two or three crops and to characterize areas with different spatial distribution between cropland and no cropland areas. EEA Salta. Fil: De Abelleyra, Diego. Instituto Nacional de Tecnología Agropecuaria (INTA). Instituto de Clima y Agua; Argentina Fil: Veron, Santiago Ramón. Instituto Nacional de Tecnología Agropecuaria (INTA). Instituto de Clima y Agua; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina. Universidad de Buenos Aires. Facultad de Agronomía. Departamento de Métodos Cuantitativos; Argentina. Fil: Banchero, Santiago. Instituto Nacional de Tecnología Agropecuaria (INTA). Instituto de Clima y Agua; Argentina Fil: Mosciaro, Maria Jesus. Instituto Nacional de Tecnología Agropecuaria (INTA). Estación Experimental Agropecuaria Salta; Argentina Fil: Propato, Tamara. Instituto Nacional de Tecnología Agropecuaria (INTA). Instituto de Clima y Agua; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina. Fil: Ferraina, Antonela. Instituto Nacional de Tecnología Agropecuaria (INTA). Instituto de Clima y Agua; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina. Fil: Gomez Taffarel, Maria Cielo. Actividad privada; Argentina. Fil: Dacunto, Luciana. Actividad privada; Argentina. Fil: Franzoni, Agustin. Instituto Nacional de Tecnología Agropecuaria (INTA). Estación Experimental Agropecuaria Salta; Argentina Fil: Volante, Jose Norberto. Instituto Nacional de Tecnología Agropecuaria (INTA). Estación Experimental Agropecuaria Salta; Argentina 2023-04-20T12:19:08Z 2023-04-20T12:19:08Z 2020-03-22 info:ar-repo/semantics/artículo info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion http://hdl.handle.net/20.500.12123/14533 https://isprs-archives.copernicus.org/articles/XLII-3-W12-2020/165/2020/ https://doi.org/10.5194/isprs-archives-XLII-3-W12-2020-165-2020 eng info:eu-repo/semantics/openAccess http://creativecommons.org/licenses/by-nc-sa/4.0/ Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0) application/pdf International Society of Photogrammetry and Remote Sensing The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume XLII-3/W12-2020 (2020) |
| spellingShingle | Cultivos Tierras Agrícolas Argentina Crops Farmland Remote Sensing Teledetección De Abelleyra, Diego Veron, Santiago Ramón Banchero, Santiago Mosciaro, Maria Jesus Propato, Tamara Sofia Ferraina, Antonella Gómez Taffarel, Maria Cielo Dacunto, Luciana Franzoni, Agustin Volante, Jose Norberto First Large Extent and High Resolution Cropland and Crop Type Map of Argentina |
| title | First Large Extent and High Resolution Cropland and Crop Type Map of Argentina |
| title_full | First Large Extent and High Resolution Cropland and Crop Type Map of Argentina |
| title_fullStr | First Large Extent and High Resolution Cropland and Crop Type Map of Argentina |
| title_full_unstemmed | First Large Extent and High Resolution Cropland and Crop Type Map of Argentina |
| title_short | First Large Extent and High Resolution Cropland and Crop Type Map of Argentina |
| title_sort | first large extent and high resolution cropland and crop type map of argentina |
| topic | Cultivos Tierras Agrícolas Argentina Crops Farmland Remote Sensing Teledetección |
| url | http://hdl.handle.net/20.500.12123/14533 https://isprs-archives.copernicus.org/articles/XLII-3-W12-2020/165/2020/ https://doi.org/10.5194/isprs-archives-XLII-3-W12-2020-165-2020 |
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