Tolerance to spittlebugs (Aeneolamia varia) in Urochloa spp. and Megathyrsus maximus grasses: A dataset for plant damage phenotyping
This dataset results from controlled experiments that assess the tolerance of Urochloa spp. and Megathyrsus maximus grasses to nymphal and adult spittlebug damage, particularly from Aeneolamia varia, which significantly impacts forage production in Neotropical regions. Data were collected under stan...
| Main Authors: | , , , , |
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| Format: | Journal Article |
| Language: | Inglés |
| Published: |
Elsevier
2024
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| Subjects: | |
| Online Access: | https://hdl.handle.net/10568/152322 |
| _version_ | 1855529118665277440 |
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| author | Ruiz-Hurtado, Andres Felipe Espitia-Buitrago, Paula Hernández, Luis Miguel Jauregui, Rosa N. Cardoso, Juan Andres |
| author_browse | Cardoso, Juan Andres Espitia-Buitrago, Paula Hernández, Luis Miguel Jauregui, Rosa N. Ruiz-Hurtado, Andres Felipe |
| author_facet | Ruiz-Hurtado, Andres Felipe Espitia-Buitrago, Paula Hernández, Luis Miguel Jauregui, Rosa N. Cardoso, Juan Andres |
| author_sort | Ruiz-Hurtado, Andres Felipe |
| collection | Repository of Agricultural Research Outputs (CGSpace) |
| description | This dataset results from controlled experiments that assess the tolerance of Urochloa spp. and Megathyrsus maximus grasses to nymphal and adult spittlebug damage, particularly from Aeneolamia varia, which significantly impacts forage production in Neotropical regions. Data were collected under standardized conditions using high-throughput phenotyping methods, integrating image-capture techniques and analyses to ensure precise and consistent data acquisition. The dataset serves as a foundational resource for developing and validating computer vision models aimed at automated phenotyping, enabling accurate and high-throughput assessment of plant tolerance to spittlebug damage. Researchers can use the dataset to benchmark and compare different methodologies for plant damage assessment, fostering standardization and reproducibility in phenotyping studies. |
| format | Journal Article |
| id | CGSpace152322 |
| institution | CGIAR Consortium |
| language | Inglés |
| publishDate | 2024 |
| publishDateRange | 2024 |
| publishDateSort | 2024 |
| publisher | Elsevier |
| publisherStr | Elsevier |
| record_format | dspace |
| spelling | CGSpace1523222025-11-11T18:52:59Z Tolerance to spittlebugs (Aeneolamia varia) in Urochloa spp. and Megathyrsus maximus grasses: A dataset for plant damage phenotyping Ruiz-Hurtado, Andres Felipe Espitia-Buitrago, Paula Hernández, Luis Miguel Jauregui, Rosa N. Cardoso, Juan Andres machine learning aprendizaje automático host plant resistance infestation brachiaria panicum imagery-computer vision imagen-visión por ordenador infestación resistencia de la planta huésped This dataset results from controlled experiments that assess the tolerance of Urochloa spp. and Megathyrsus maximus grasses to nymphal and adult spittlebug damage, particularly from Aeneolamia varia, which significantly impacts forage production in Neotropical regions. Data were collected under standardized conditions using high-throughput phenotyping methods, integrating image-capture techniques and analyses to ensure precise and consistent data acquisition. The dataset serves as a foundational resource for developing and validating computer vision models aimed at automated phenotyping, enabling accurate and high-throughput assessment of plant tolerance to spittlebug damage. Researchers can use the dataset to benchmark and compare different methodologies for plant damage assessment, fostering standardization and reproducibility in phenotyping studies. 2024-10 2024-09-20T06:33:49Z 2024-09-20T06:33:49Z Journal Article https://hdl.handle.net/10568/152322 en Open Access application/pdf Elsevier Ruiz-Hurtado, A.F.; Espitia-Buitrago, P.; Hernandez, L.M.; Jauregui, R.N.; Cardoso, J.A. (2024) Tolerance to spittlebugs (Aeneolamia varia) in Urochloa spp. and Megathyrsus maximus grasses: A dataset for plant damage phenotyping. Data in Brief 56: 110857. ISSN: 2352-3409 |
| spellingShingle | machine learning aprendizaje automático host plant resistance infestation brachiaria panicum imagery-computer vision imagen-visión por ordenador infestación resistencia de la planta huésped Ruiz-Hurtado, Andres Felipe Espitia-Buitrago, Paula Hernández, Luis Miguel Jauregui, Rosa N. Cardoso, Juan Andres Tolerance to spittlebugs (Aeneolamia varia) in Urochloa spp. and Megathyrsus maximus grasses: A dataset for plant damage phenotyping |
| title | Tolerance to spittlebugs (Aeneolamia varia) in Urochloa spp. and Megathyrsus maximus grasses: A dataset for plant damage phenotyping |
| title_full | Tolerance to spittlebugs (Aeneolamia varia) in Urochloa spp. and Megathyrsus maximus grasses: A dataset for plant damage phenotyping |
| title_fullStr | Tolerance to spittlebugs (Aeneolamia varia) in Urochloa spp. and Megathyrsus maximus grasses: A dataset for plant damage phenotyping |
| title_full_unstemmed | Tolerance to spittlebugs (Aeneolamia varia) in Urochloa spp. and Megathyrsus maximus grasses: A dataset for plant damage phenotyping |
| title_short | Tolerance to spittlebugs (Aeneolamia varia) in Urochloa spp. and Megathyrsus maximus grasses: A dataset for plant damage phenotyping |
| title_sort | tolerance to spittlebugs aeneolamia varia in urochloa spp and megathyrsus maximus grasses a dataset for plant damage phenotyping |
| topic | machine learning aprendizaje automático host plant resistance infestation brachiaria panicum imagery-computer vision imagen-visión por ordenador infestación resistencia de la planta huésped |
| url | https://hdl.handle.net/10568/152322 |
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