Non-invasive determination of chlorophyll content in oil palm seedlings using field spectroscopy.
Chlorophyll content and greenness index are frequently used as a basis in determining the vigor and health of vegetation and explaining the physiological and pathological properties of plants. This paper evaluates the estimation of chlorophyll content in oil palm seedlings in nursery using destruct...
| Main Authors: | , , , , |
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| Format: | Conference or Workshop Item |
| Language: | English English |
| Published: |
2012
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| Online Access: | http://psasir.upm.edu.my/id/eprint/31458/ http://psasir.upm.edu.my/id/eprint/31458/1/ID%2031458.pdf |
| _version_ | 1848846959640576000 |
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| author | Mohd Noor, Nisfariza Maris Steven, M. Boyd, D. S. Mohd Shafri, Helmi Zulhaidi Abu Seman, Idris |
| author_facet | Mohd Noor, Nisfariza Maris Steven, M. Boyd, D. S. Mohd Shafri, Helmi Zulhaidi Abu Seman, Idris |
| author_sort | Mohd Noor, Nisfariza Maris |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | Chlorophyll content and greenness index are
frequently used as a basis in determining the vigor and health of vegetation and explaining the physiological and pathological properties of plants. This paper evaluates the estimation of chlorophyll content in oil palm seedlings in nursery using destructive and non-destructive sampling and their relationships with the foliar hyperspectral indices. Foliar reflectance was measured using GER1500 spectroradiometer concurrent with in situ measurement of foliar chlorophyll and sampling. Foliar chlorophyll was acquired using Minolta Chlorophyll Meter SPAD-502 and Total Leaf Chlorophyll (TLC) of foliar was determined using the spectrophotometry method. The spectra of oil palm were transformed using published indices which have
been ascertained as an excellent indicator to indicate foliar chlorophyll and plant vigorousness. The SPAD readings were correlated with oil palm leaf chlorophyll contents extracted in the laboratory to establish the calibration equations for the computation of the TCL, Chlorophyll-a (Chl-a) and Chlorophyllb (Chl-b). The coefficient determination (R2) of 0.763, 0.781 and
0.460 were obtained respectively; with root mean square error between 0.064-0.147 μm/cm2. Linear and non-linear regression were analysed to study relationship between SPAD, TLC, Chl-a and Chl-b with hyperspectral indices. Linear regression was found the best in explaining correlation with the selected chlorophyll indices. |
| first_indexed | 2025-11-15T09:11:00Z |
| format | Conference or Workshop Item |
| id | upm-31458 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English English |
| last_indexed | 2025-11-15T09:11:00Z |
| publishDate | 2012 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-314582014-06-30T06:35:54Z http://psasir.upm.edu.my/id/eprint/31458/ Non-invasive determination of chlorophyll content in oil palm seedlings using field spectroscopy. Mohd Noor, Nisfariza Maris Steven, M. Boyd, D. S. Mohd Shafri, Helmi Zulhaidi Abu Seman, Idris Chlorophyll content and greenness index are frequently used as a basis in determining the vigor and health of vegetation and explaining the physiological and pathological properties of plants. This paper evaluates the estimation of chlorophyll content in oil palm seedlings in nursery using destructive and non-destructive sampling and their relationships with the foliar hyperspectral indices. Foliar reflectance was measured using GER1500 spectroradiometer concurrent with in situ measurement of foliar chlorophyll and sampling. Foliar chlorophyll was acquired using Minolta Chlorophyll Meter SPAD-502 and Total Leaf Chlorophyll (TLC) of foliar was determined using the spectrophotometry method. The spectra of oil palm were transformed using published indices which have been ascertained as an excellent indicator to indicate foliar chlorophyll and plant vigorousness. The SPAD readings were correlated with oil palm leaf chlorophyll contents extracted in the laboratory to establish the calibration equations for the computation of the TCL, Chlorophyll-a (Chl-a) and Chlorophyllb (Chl-b). The coefficient determination (R2) of 0.763, 0.781 and 0.460 were obtained respectively; with root mean square error between 0.064-0.147 μm/cm2. Linear and non-linear regression were analysed to study relationship between SPAD, TLC, Chl-a and Chl-b with hyperspectral indices. Linear regression was found the best in explaining correlation with the selected chlorophyll indices. 2012 Conference or Workshop Item NonPeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/31458/1/ID%2031458.pdf Mohd Noor, Nisfariza Maris and Steven, M. and Boyd, D. S. and Mohd Shafri, Helmi Zulhaidi and Abu Seman, Idris (2012) Non-invasive determination of chlorophyll content in oil palm seedlings using field spectroscopy. In: 2012 Second International Workshop on Earth Observation and Remote Sensing Applications, 8-11 June 2012, Shanghai, China. . English |
| spellingShingle | Mohd Noor, Nisfariza Maris Steven, M. Boyd, D. S. Mohd Shafri, Helmi Zulhaidi Abu Seman, Idris Non-invasive determination of chlorophyll content in oil palm seedlings using field spectroscopy. |
| title | Non-invasive determination of chlorophyll content in oil palm seedlings using field spectroscopy. |
| title_full | Non-invasive determination of chlorophyll content in oil palm seedlings using field spectroscopy. |
| title_fullStr | Non-invasive determination of chlorophyll content in oil palm seedlings using field spectroscopy. |
| title_full_unstemmed | Non-invasive determination of chlorophyll content in oil palm seedlings using field spectroscopy. |
| title_short | Non-invasive determination of chlorophyll content in oil palm seedlings using field spectroscopy. |
| title_sort | non-invasive determination of chlorophyll content in oil palm seedlings using field spectroscopy. |
| url | http://psasir.upm.edu.my/id/eprint/31458/ http://psasir.upm.edu.my/id/eprint/31458/1/ID%2031458.pdf |