NIRS Database on fresh blended yellow cassava for DM, HCN, TCC, TBC & cooking time at CIAT, Colombia
The database contains biophysical data (DM, HCN, TCC, TBC, cooking time) and NIRS data of 1056 samples of biofortified (yellow) cassava harvested at CIAT over several years (2016-2019). NIRS data was recorded on fresh blended cassava roots, using a Foss 6500 instrument. The objective of the study is...
| Autores principales: | , |
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| Formato: | Conjunto de datos |
| Lenguaje: | Inglés |
| Publicado: |
2023
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| Materias: | |
| Acceso en línea: | https://hdl.handle.net/10568/132441 |
| _version_ | 1855517350115147776 |
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| author | Tran, Thierry Belalcazar Martinez, John Eiver |
| author_browse | Belalcazar Martinez, John Eiver Tran, Thierry |
| author_facet | Tran, Thierry Belalcazar Martinez, John Eiver |
| author_sort | Tran, Thierry |
| collection | Repository of Agricultural Research Outputs (CGSpace) |
| description | The database contains biophysical data (DM, HCN, TCC, TBC, cooking time) and NIRS data of 1056 samples of biofortified (yellow) cassava harvested at CIAT over several years (2016-2019). NIRS data was recorded on fresh blended cassava roots, using a Foss 6500 instrument. The objective of the study is to investigate correlations between biophysical data and NIRS data, using different statistical approaches to identify the one(s) that works best. Deep learning algorithms will also be tested to assess their potential for more accurate NIRS calibrations. (2020-7-12) |
| format | Conjunto de datos |
| id | CGSpace132441 |
| institution | CGIAR Consortium |
| language | Inglés |
| publishDate | 2023 |
| publishDateRange | 2023 |
| publishDateSort | 2023 |
| record_format | dspace |
| spelling | CGSpace1324412024-04-25T06:00:26Z NIRS Database on fresh blended yellow cassava for DM, HCN, TCC, TBC & cooking time at CIAT, Colombia Tran, Thierry Belalcazar Martinez, John Eiver cassava biofortification food analysis forecasting infrared spectrophotometry keeping quality high-throughput phenotyping The database contains biophysical data (DM, HCN, TCC, TBC, cooking time) and NIRS data of 1056 samples of biofortified (yellow) cassava harvested at CIAT over several years (2016-2019). NIRS data was recorded on fresh blended cassava roots, using a Foss 6500 instrument. The objective of the study is to investigate correlations between biophysical data and NIRS data, using different statistical approaches to identify the one(s) that works best. Deep learning algorithms will also be tested to assess their potential for more accurate NIRS calibrations. (2020-7-12) 2023-07-27 2023-10-25T15:02:47Z 2023-10-25T15:02:47Z Dataset https://hdl.handle.net/10568/132441 en Limited Access Tran, T.; Belalcazar Martinez, J.E. (2023) NIRS Database on fresh blended yellow cassava for DM, HCN, TCC, TBC & cooking time at CIAT, Colombia. https://doi.org/10.18167/DVN1/Q1UFHR |
| spellingShingle | cassava biofortification food analysis forecasting infrared spectrophotometry keeping quality high-throughput phenotyping Tran, Thierry Belalcazar Martinez, John Eiver NIRS Database on fresh blended yellow cassava for DM, HCN, TCC, TBC & cooking time at CIAT, Colombia |
| title | NIRS Database on fresh blended yellow cassava for DM, HCN, TCC, TBC & cooking time at CIAT, Colombia |
| title_full | NIRS Database on fresh blended yellow cassava for DM, HCN, TCC, TBC & cooking time at CIAT, Colombia |
| title_fullStr | NIRS Database on fresh blended yellow cassava for DM, HCN, TCC, TBC & cooking time at CIAT, Colombia |
| title_full_unstemmed | NIRS Database on fresh blended yellow cassava for DM, HCN, TCC, TBC & cooking time at CIAT, Colombia |
| title_short | NIRS Database on fresh blended yellow cassava for DM, HCN, TCC, TBC & cooking time at CIAT, Colombia |
| title_sort | nirs database on fresh blended yellow cassava for dm hcn tcc tbc cooking time at ciat colombia |
| topic | cassava biofortification food analysis forecasting infrared spectrophotometry keeping quality high-throughput phenotyping |
| url | https://hdl.handle.net/10568/132441 |
| work_keys_str_mv | AT tranthierry nirsdatabaseonfreshblendedyellowcassavafordmhcntcctbccookingtimeatciatcolombia AT belalcazarmartinezjohneiver nirsdatabaseonfreshblendedyellowcassavafordmhcntcctbccookingtimeatciatcolombia |