The DOI matches its Crossref record.
Biplot Analysis of Silicon Dioxide on Early Growth of Sunflower
Abstract
Research into nanotechnology has advanced in almost all fields of technology and the aim of this study was to evaluate the role of nano-silicon dioxide (nano-SiO 2) in germination performance sunflower. Germination and seedling growth are the most important stage of plant development and are critical factors to crop production and are essential to achieve optimum performance. The effects of pre-germination hydration in solutions of nano-SiO2 (0, 0.2, 0.4, 0.6, 0.8, 1 and 1.2 mM for 8 h) on germination characteristics of sunflower were investigated. The trait by treatment (TT) biplot explained 93% of the total variation of the standardized data (77% and 16% for the first and second principal components, respectively). According to polygon-view of TT biplot, T2 (0.2 mM) had the highest values for all of the measured traits except mean germination time and the time to 50% germination. The germination percentage was determined as the best trait and showed the high association with promptness index, energy of germination and germination rate traits. The results of the present study indicated that pre-sowing seed treatments with low concentration of nano-SiO 2 had favorable effect sunflower seed germination and seedling early growth. Such a similar outcome could be applied in the future to outline other crops in response to nano-particles as well as to help define tolerance tools for recommendations in stressful conditions in the world.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Figures





Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the citing paper
“As suggested in sunflower [34] and corn [35], genotype × treatment interactions can complicate the selection of optimal genotype-treatment combinations, requiring careful analysis of each CGT to achieve the desired outcomes in terms of essential oil yield and quality.”
From Thermal processing and geographical origin as drivers of terpenoids variation in Anethum graveolens L. essential oils: A biplot analysis (2025) · cites this paper as [34]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
No references could be resolved yet.
Research works printed but not linked: 58
- Shan, 2004, Effect of nanostructured silicon dioxide on growth of Changbai Larch seedlings of Research, Journal Forestry, 15, 138, 10.1007/BF02856749 · DOI
- Farooq, 2005, Thermal hardening : a new seed vigour enhancement tool in rice, Acta Botanica Sinica, 187
- Ruan, 2002, The influence of priming on germination of rice sativaL seeds and seedling emergence and performance in flooded soil and, Seed Science Technology, 30
- Yan, 2000, evaluation and mega - environment investigation based on the GGE biplot, Crop Science, 597, 10.2135/cropsci2000.403597x · DOI · Paper page
- Ranal, 2006, How and why to measure the germination process of, Journal Botany, 29, 1
- Ellis, 1981, The quantification of ageing and survival in orthodox seeds and, Seed Science Technology, 373
- Wahid, 2008, Priming - induced metabolic changes in sunflower annuus achenes improve germination and seedling growth, Botanical Studies, 49
- Yan, 2007, biplot vs AMMI analysis of genotype - by - environment data, Crop Science, 643, 10.2135/cropsci2006.06.0374 · DOI
- Ashraf, 2006, Screening of different accessions of three potential grass species from Cholistan desert for salt tolerance of, Pakistan Journal Botany, 1589
- FAOSTAT, 2012, faostat and Agricultural Organisation of the United Nations Available at http faostat fao org, Food
- Yan, 2002, analysis of diallel data, Crop Science, 42, 21, 10.2135/cropsci2002.0021 · DOI
- Yan, 2000, evaluation and mega - environment investigation based on the GGE biplot, Crop Science, 597, 10.2135/cropsci2000.403597x · DOI · Paper page
- Basra, 2006, Rice seed invigoration by hormonal and vitamin priming and, Seed Science Technology, 753, 10.15258/sst.2006.34.3.23 · DOI
- Farooq, 2005, Thermal hardening : a new seed vigour enhancement tool in rice, Acta Botanica Sinica, 187
- Sabaghnia, 2014, Graphic analysis of nano - silicon by salinity stress interaction on germination properties of lentil using the biplot method, Agriculture Forestry, 60, 29
- Liang, 2007, Mechanisms of silicon - mediated alleviation of abiotic stresses in higher plants a, review Environmental Pollution, 147
- 1991, aosa of seed Rules for testing seeds and, Association Official Analysis Seed Science Technology, 12
- Yan, 2002, evaluation of test sites and trait relations of soybean in Ontario, Crop Science, 42, 11, 10.2135/cropsci2002.1100 · DOI
- Shan, 2004, Effect of nanostructured silicon dioxide on growth of Changbai Larch seedlings of Research, Journal Forestry, 15, 138, 10.1007/BF02856749 · DOI
- Rubio, 2004, analysis of trait relations of white lupin in, Euphytica, 135
- Ashraf, 2005, Pre - sowing seed treatment a shotgun approach to improve germination plant growth and crop yield under saline and non - saline conditions in, Advances Agronomy, 223, 10.1016/S0065-2113(05)88006-X · DOI
- Nair, 2011, Uptake of FITC labeled silica nanoparticles and quantum dots by rice seedlings : effects on seed germination and their potential as biolabels for plants of fluorescence, Journal, 21, 2057
- Haghighi, 2012, The effect of Si on tomato seed germination under salinity levels of Biological and, Journal Environmental Science, 87
- FAOSTAT, 2012, faostat and Agricultural Organisation of the United Nations Available at http faostat fao org, Food
- Ma, 2008, Functions and transport of silicon in plants and, Cellular Molecular Life Sciences, 3049, 10.1007/s00018-008-7580-x · DOI
- Ruan, 2002, The influence of priming on germination of rice sativaL seeds and seedling emergence and performance in flooded soil and, Seed Science Technology, 30
- Ma, 2004, Role of silicon in enhancing the resistance of plants to biotic and abiotic stresses and, Soil Science Plant Nutrition, 50, 11, 10.1080/00380768.2004.10408447 · DOI
- 1991, aosa of seed Rules for testing seeds and, Association Official Analysis Seed Science Technology, 12
- Sabaghnia, 2011, Yield analysis of rapeseed napus under water - stress conditions using GGE biplot methodology of Crop Improvement, Brassica Journal, 25, 26
- Nair, 2011, Uptake of FITC labeled silica nanoparticles and quantum dots by rice seedlings : effects on seed germination and their potential as biolabels for plants of fluorescence, Journal, 21, 2057
- Yan, 2002, evaluation of test sites and trait relations of soybean in Ontario, Crop Science, 42, 11, 10.2135/cropsci2002.1100 · DOI
- Mijic, 2009, Quantitative analysis of oil yield and its components in sunflower annuusL, Romanian Agricultural Research, 26
- Yan, 2001, Windows application for graphical analysis multienvironment trial data and other types of two - way data, Agronomy Journal, 1111, 10.2134/agronj2001.9351111x · DOI
- Sabaghnia, 2011, Yield analysis of rapeseed napus under water - stress conditions using GGE biplot methodology of Crop Improvement, Brassica Journal, 25, 26
- Ellis, 1981, The quantification of ageing and survival in orthodox seeds and, Seed Science Technology, 373
- Liang, 2007, Mechanisms of silicon - mediated alleviation of abiotic stresses in higher plants a, review Environmental Pollution, 147
- Ma, 2008, Functions and transport of silicon in plants and, Cellular Molecular Life Sciences, 3049, 10.1007/s00018-008-7580-x · DOI
- Dehghani, 2008, Graphic analysis of trait relations of canola napus using biplot method, Brassica Agronomy Journal, 760
- Dehghani, 2008, Graphic analysis of trait relations of canola napus using biplot method, Brassica Agronomy Journal, 760
- Wahid, 2008, Priming - induced metabolic changes in sunflower annuus achenes improve germination and seedling growth, Botanical Studies, 49
- Rubio, 2004, analysis of trait relations of white lupin in, Euphytica, 135
- Sabaghnia, 2014, Graphic analysis of nano - silicon by salinity stress interaction on germination properties of lentil using the biplot method, Agriculture Forestry, 60, 29
- Ma, 2004, Role of silicon in enhancing the resistance of plants to biotic and abiotic stresses and, Soil Science Plant Nutrition, 50, 11, 10.1080/00380768.2004.10408447 · DOI
- Siddiqui, 2014, Role of SiO in germination of tomato esculentumseeds Mill Saudi of Biological, nano Journal Sciences, 21, 13
- Haghighi, 2012, The effect of Si on tomato seed germination under salinity levels of Biological and, Journal Environmental Science, 87
- Basra, 2006, Rice seed invigoration by hormonal and vitamin priming and, Seed Science Technology, 753, 10.15258/sst.2006.34.3.23 · DOI
- Harris, 1999, On - farm seed priming in semi - arid agriculture : development and evaluation in maize rice and chickpea in India using participatory methods, Experimental Agriculture, 35, 15, 10.1017/S0014479799001027 · DOI
- Iqbal, 2007, Seed treatment with auxins modulates growth and ion partitioning in salt - stressed wheat plants, Journal of Integrative Plant Biology, 49
- Siddiqui, 2014, Role of SiO in germination of tomato esculentumseeds Mill Saudi of Biological, nano Journal Sciences, 21, 13
- Yan, 2002, analysis of diallel data, Crop Science, 42, 21, 10.2135/cropsci2002.0021 · DOI
- Yan, 2001, Windows application for graphical analysis multienvironment trial data and other types of two - way data, Agronomy Journal, 1111, 10.2134/agronj2001.9351111x · DOI
- Iqbal, 2007, Seed treatment with auxins modulates growth and ion partitioning in salt - stressed wheat plants, Journal of Integrative Plant Biology, 49
- Mijic, 2009, Quantitative analysis of oil yield and its components in sunflower annuusL, Romanian Agricultural Research, 26
- Harris, 1999, On - farm seed priming in semi - arid agriculture : development and evaluation in maize rice and chickpea in India using participatory methods, Experimental Agriculture, 35, 15, 10.1017/S0014479799001027 · DOI
- Ashraf, 2005, Pre - sowing seed treatment a shotgun approach to improve germination plant growth and crop yield under saline and non - saline conditions in, Advances Agronomy, 223, 10.1016/S0065-2113(05)88006-X · DOI
- Ashraf, 2006, Screening of different accessions of three potential grass species from Cholistan desert for salt tolerance of, Pakistan Journal Botany, 1589
- Ranal, 2006, How and why to measure the germination process of, Journal Botany, 29, 1
- Yan, 2007, biplot vs AMMI analysis of genotype - by - environment data, Crop Science, 643, 10.2135/cropsci2006.06.0374 · DOI
Cited by
Farmanpour Kalalagh, K., Mohebodini, M., Sabaghnia, N., Beyraghdar Kashkooli, A., & Esmaeili, H. (2025) · PLOS One · doi:10.1371/journal.pone.0327018 · Cited by 4
Self-citation
Metadata
- Authors
- Sabaghnia, N., & Janmohammadi, M.
- Venue
- Plant Breeding and Seed Science
- Published
- 2016-06-01
- Volume
- 73
- Issue
- 1
- Pages
- 87-98
- ISSN
- 2083-599X
- Cited by
- 12
- References
- 0
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
How to cite
Cite CoChat for the checks on this page, and the paper for its own findings.
- This page
- CoChat. (2026). Citation check: Biplot Analysis of Silicon Dioxide on Early Growth of Sunflower. https://app.cochat.ai/papers/10.1515/plass-2016-0008
- The paper
- Sabaghnia, N., & Janmohammadi, M. (2016). Biplot Analysis of Silicon Dioxide on Early Growth of Sunflower. Plant Breeding and Seed Science. https://doi.org/10.1515/plass-2016-0008