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Journal : Menara Perkebunan

SPAD-502 and atLEAF CHL PLUS values provide good estimation of the chlorophyll content for Hevea brasiliensis Müll. Arg. Leaves Andi Nur CAHYO; Rudi Hari MURTI; Eka Tarwaca Susila PUTRA; Tri Rini NURINGTYAS; Denis FABRE; Pascal MONTORO
E-Journal Menara Perkebunan Vol 88, No 1 (2020): April, 2020
Publisher : INDONESIAN RESEARCH INSTITUTE FOR BIOTECHNOLOGY AND BIOINDUSTRY

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22302/iribb.jur.mp.v88i1.369

Abstract

Measurement of chlorophyll content using destructive methods is not efficient due to a large number of samples, cost, and time needed. Estimationof chlorophyll content by nondestructive methods using handheld chlorophyll meter may be considered to improve efficiency. This research aimed to determine the formula to convert SPAD-502 and atLEAF CHL PLUS values (relative indicator of chlorophyll content) to estimated (absolute) rubber leaves chlorophyll content. Twenty leaves of rubber plant were measured using SPAD-502 and atLEAF CHL PLUS at the same time to determine SPAD-502 and atLEAF CHL PLUS values. The measured leaves were then collected to determine the chlorophyll content using a standard laboratory procedure. Regression and correlation analyses (among 3 methods) were conducted using SAS v.9 software. The results showed that between SPAD-502 and atLEAF CHL PLUS values were closely correlated, hence both of the devices can substitute each other to estimate rubber leaf chlorophyll content. In addition, the relationship between atLEAF CHL PLUS and SPAD-502 values with actual chlorophyll content of rubber clone SP 217, PB 260, GT1, and all clones (general) were significant with high coefficient of determination (R2) as well as low Root Mean Square Error (RMSE) and Coefficient of Variation (CV). Therefore, by using formula determined in this study, both atLEAF CHL PLUS and SPAD-502 can be suggested for accurate, fast, and non-destructive estimation of chlorophyll content of rubber plant leaf.
SPAD-502 and atLEAF CHL PLUS values provide good estimation of the chlorophyll content for Hevea brasiliensis Müll. Arg. Leaves Andi Nur CAHYO; Rudi Hari MURTI; Eka Tarwaca Susila PUTRA; Tri Rini NURINGTYAS; Denis FABRE; Pascal MONTORO
Menara Perkebunan Vol. 88 No. 1 (2020): 88 (1), 2020
Publisher : INDONESIAN OIL PALM RESEARCH INSTITUTE

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22302/iribb.jur.mp.v88i1.369

Abstract

Measurement of chlorophyll content using destructive methods is not efficient due to a large number of samples, cost, and time needed. Estimationof chlorophyll content by nondestructive methods using handheld chlorophyll meter may be considered to improve efficiency. This research aimed to determine the formula to convert SPAD-502 and atLEAF CHL PLUS values (relative indicator of chlorophyll content) to estimated (absolute) rubber leaves chlorophyll content. Twenty leaves of rubber plant were measured using SPAD-502 and atLEAF CHL PLUS at the same time to determine SPAD-502 and atLEAF CHL PLUS values. The measured leaves were then collected to determine the chlorophyll content using a standard laboratory procedure. Regression and correlation analyses (among 3 methods) were conducted using SAS v.9 software. The results showed that between SPAD-502 and atLEAF CHL PLUS values were closely correlated, hence both of the devices can substitute each other to estimate rubber leaf chlorophyll content. In addition, the relationship between atLEAF CHL PLUS and SPAD-502 values with actual chlorophyll content of rubber clone SP 217, PB 260, GT1, and all clones (general) were significant with high coefficient of determination (R2) as well as low Root Mean Square Error (RMSE) and Coefficient of Variation (CV). Therefore, by using formula determined in this study, both atLEAF CHL PLUS and SPAD-502 can be suggested for accurate, fast, and non-destructive estimation of chlorophyll content of rubber plant leaf.
Identification of metabolites for biomarker of nitrogen and potassium use efficiency in oil palm Setiowati, Retno Diah; Sri Wening; Nuringtyas, Tri Rini; Rahayu, Megayani Sri; Sudarsono, Sudarsono
Menara Perkebunan Vol. 93 No. 1 (2025): 93(1), 2025
Publisher : INDONESIAN OIL PALM RESEARCH INSTITUTE

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22302/iribb.jur.mp.v93i1.631

Abstract

Nutrient-use efficiency in oil palm is important for economic and environmental reasons. This research aimed to identify biomarkers to discriminate between tolerant and susceptible oil palms to potassium (K) and nitrogen (N) deficiency. A screening of oil palm materials for N or K use efficiency was conducted using an omission trial experiment, where only targeted nutrient was applied as treatment, while all other nutrients were applied as recommended. The treatment was performed in the main nursery for ten months to identify progenies with contrasting traits. Metabolite analysis was performed to identify specific metabolites as biomarkers for N-efficient and K-efficient palms. Samples taken from the roots of the contrasting progenies were treated with liquid nitrogen prior to grinding into a powder for liquid chromatography-high resolution mass spectrometry (LC-HRMS) analysis. The LC-HRMS analysis showed 277 metabolites from K and N treatments after data trimming, which were then analysed in MetaboAnalyst 6.0 for biomarker identification. The results showed that some metabolites were statistically significant. Metabolites identified in more than one analysis have a higher likelihood of being considered as biomarkers. In this experiment, we compared PLS-DA, sPLS-DA, and Random Forest. However, some identified metabolites were not to occur naturally in the treatment palms. Some amino acids and antioxidants were promising biomarkers to differentiate the N-deficiency-tolerant and K-deficiency-tolerant palms. Thus, the biomarkers facilitate the breeding scheme to create a nutrient-efficient palm planting material.
Co-Authors Adita Yuniati Puspitasari Aldawood, Abdulrahman Saad ALIM ISNANSETYO Amalia, Alifa Andi Nur Cahyo Aries Bagus Sasongko BUDI SETIADI DARYONO Caroline Dwiseptianti Chandra, Klara Kharisma Bunga Charlie Ester de Fretes Damayanti, Frisca Dedi Setiadi Denis FABRE Dewi, Siska Noviana DIAH RACHMAWATI Diani Mentari Dio N. Wijaya Donny Widianto Dwi Indriani Manurung Dwiseptianti, Caroline Dyah Ismoyowati, Dyah Eka Tarwaca Susila Putra Eka Tarwaca Susila Putra Eko Pujiono Endar Marraskuranto Enik Nurlaili Afifah Erwin Nur Indiarto Fajri Marisa Febri Adi Susanto Febri Adi Susanto Hari Purwanto Harno Dwi Pranowo Hendry Tri Sakti Saragih Hiqmah Yusi Yana ILG Nurtjahjaningsih, ILG JAKA WIDADA Krisnanda Surya Dharma Krisnanda Surya Dharma L. Hartanto Nugroho Lailaty, Intani Quarta Liliana Baskorowati Lindia Anggraini Lindia Anggraini Lisna Hidayati Mashudi Mashudi Megayani Sri Rahayu Mirtani Naima Muhammad Imam Surya Muhammad Nursid Mustafid Rasyiid Naima, Mirtani Nastiti Wijayanti Nastiti Wijayanti Nastiti Wijayanti Nastiti Wijayanti Nastiti, Anisa Diana Novitasari, Laras Nugroho, Hartanto Nurrahmi Dewi Fajarningsih, Nurrahmi Dewi Pascal MONTORO Purnomo Purnomo Qulbi, Siti Shofa Assyifa Rahma Nurdiyanti Rahma Nurdiyanti Rahmawati, Rahmawati Ramadhani, Fathur Syahrian Rendi Mahadi Rendi Mahadi Respati Tri Swasono Rina Laksmi Hendrati Rina Sri Kasiamdari Riris Istighfari Jenie Riska Wulansari Roberdi, Roberdi Rohman, Randi Abdur Ronny Martien Rudi Hari Murti Rudi Hari Murti Sebastian, Alfino Setiowati, Retno Diah Sigit Dwi Maryanto Sri Wening Sudarsono Sugeng Pudjiono, Sugeng SUKIRNO Sumardi . Surta, Muhammad Imam Susanto, Febri Adi Tony Liwang Tri Joko Raharjo Tri Joko Raharjo Tri Wibawa Triyaningsih Triyaningsih, Triyaningsih Utomo, Condro Wibisono, Mochamat Gunawan Wulansari, Riska Yekti Asih Purwestri Yosi Bayu Murti Zulkifli Zulkifli