Geographical identification of Oryza sativa “MR 220CL” from Peninsular Malaysia using elemental and isotopic profiling

Alam, 2014, Impacts of climatic changes on paddy production in Malaysia: Micro study on IADA at North West Selangor, Research Journal of Environmental and Earth Sciences, 6, 251, 10.19026/rjees.6.5767 Alrawiq, 2014, Accumulation and translocation of heavy metals in paddy plant selected from recycled and non-recycle water area of MADA Kedah, Malaysia, International Journal of ChemTech Research, 6, 2347 Ariyama, 2012, Determination of the geographic origin of rice by chemometrics with strontium and lead isotope ratios and multielement concentrations, Journal of Agricultural and Food Chemistry, 60, 1628, 10.1021/jf204296p Aziz, 2015, Determination of heavy metals uptake in soil and paddy plants, American-eurasian Journal of Agricultural & Environmental Sciences, 15, 161 Barbosa, 2016, Recognition of organic rice samples based on trace elements and support vector machines, Journal of Food Composition and Analysis, 45, 95, 10.1016/j.jfca.2015.09.010 Bateman, 2007, Fertilizer nitrogen isotope signatures, Isotopes in Environmental and Health Studies, 43, 237, 10.1080/10256010701550732 Cheajesadagul, 2013, Discrimination of geographical origin of rice based on multi-element fingerprinting by high resolution inductively coupled plasma mass spectrometry, Food Chemistry, 141, 3504, 10.1016/j.foodchem.2013.06.060 Chen, 2016, Variation of the light stable isotopes in the superior and inferior grains of rice (Oryza sativa L.) with different geographical origins, Food Chemistry, 209, 95, 10.1016/j.foodchem.2016.04.029 Chung, 2015, Discrimination of geographical origin of rice (Oryza sativa L.) by multielement analysis using inductively coupled plasma atomic emission spectroscopy and multivariate analysis, Journal of Cereal Science, 65, 252, 10.1016/j.jcs.2015.08.001 Chung, 2018, Geographic authentication of Asian rice (Oryza sativa L.) using multi-elemental and stable isotopic data combined with multivariate analysis, Food Chemistry, 240, 840, 10.1016/j.foodchem.2017.08.023 Chung, 2016, Authenticity of rice ( Oryza sativa L.) geographical origin based on analysis of C, N, O and S stable isotope ratios: A preliminary case report in Korea, China and philippine, Journal of the Science of Food and Agriculture, 96, 2433, 10.1002/jsfa.7363 Cocks, 2005, A review of Lower and Middle Palaeozoic biostratigraphy in west peninsular Malaysia and southern Thailand in its context within the Sibumasu Terrane, Journal of Asian Earth Sciences, 24, 703, 10.1016/j.jseaes.2004.05.001 Dawson, 2002, Stable isotopes in plant ecology, Annual Review of Ecology and Systematics, 33, 507, 10.1146/annurev.ecolsys.33.020602.095451 Deni, 2010, Spatial trends of dry spells over Peninsular Malaysia during monsoon seasons, Theoretical and Applied Climatology, 99, 357, 10.1007/s00704-009-0147-4 Gonzalvez, 2009, Trace-element composition and stable-isotope ratio for discrimination of foods with Protected Designation of Origin, TRAC Trends in Analytical Chemistry, 28, 1295, 10.1016/j.trac.2009.08.001 Gonzálvez, 2011, Geographical traceability of “arrs de Valencia” rice grain based on mineral element composition, Food Chemistry, 126, 1254, 10.1016/j.foodchem.2010.11.032 Granato, 2014, Observations on the use of statistical methods in food science and Technology, Food Research International, 55, 137, 10.1016/j.foodres.2013.10.024 Granato, 2018, Trends in chemometrics : Food authentication, microbiology, and effects of processing, Comprehensive Reviews in Food Science and Food Safety, 17, 663, 10.1111/1541-4337.12341 Hammer, 2001, Past: Paleontological statistics software package for education and data analysis, Palaeontologia Electronica, 4, 1 Hansen, 2012, Losses of essential mineral nutrients by polishing of rice differ among genotypes due to contrasting grain hardness and mineral distribution, Journal of Cereal Science, 56, 307, 10.1016/j.jcs.2012.07.002 Hashmi, 2016, Minerals contents of some indigenous rice varieties of Sabah Malaysia, International Journal of Agriculture, Forestry and Plantation, 2, 31 Huang, 2016, Variation in mineral elements in grains of 20 brown rice accessions in two environments, Food Chemistry, 192, 873, 10.1016/j.foodchem.2015.07.087 Hussin, 2013, Aktiviti ekonomi sempadan di perairan Sg. Golok-Rantau Panjang: Isu dan cabaran (The economic activity of the border at Golok River-Rantau Panjang: Issues and Challenges), Eighth Malaysian National Economic Conference, 1, 235 Hutchison, 1977, Granite emplacement and tectonic subdivision of Peninsular Malaysia, Geological Society,Malaysia, 9, 187, 10.7186/bgsm09197714 Kato, 2018, Elemental composition of Brazilian rice grains from different cultivars and origins, Journal of Radioanalytical and Nuclear Chemistry, 318, 745, 10.1007/s10967-018-6122-8 Kaushal, 2018, Stable oxygen and carbon isotopic composition of rice (Oryza sativa L.) grains as recorder of relative humidity, Journal of Geophysical Research: Biogeosciences, 123, 423, 10.1002/2017JG004245 Kaushal, 2016, Fingerprinting environmental conditions and related stress using stable isotopic composition of rice (Oryza sativa L.) grain organic matter, Ecological Indicators, 61, 941, 10.1016/j.ecolind.2015.10.050 Kelly, 2002, The application of isotopic and elemental analysis to determine the geographical origin of premium long grain rice, European Food Research and Technology, 214, 72, 10.1007/s002170100400 Kongsri, 2017, A preliminary study on identification of Thai rice samples by INAA and statistical analysis, Journal of Physics: Conference Series, 901 Kongsri, 2016, Instrumental neutron activation analysis of selected elements in Thai, Energy Procedia, 89, 361, 10.1016/j.egypro.2016.05.047 Korenaga, 2010, Statistical analysis of rice samples for compositions of multiple light elements (H, C, N, and O) and their stable isotopes, Analytical Sciences, 26, 873, 10.2116/analsci.26.873 Kukusamude, 2018, Elemental and isotopic profiling of Thai jasmine rice (Khao Dawk Mali 105) for discrimination of geographical origins in Thung Kula Rong Hai area, Thailand, Food Control, 91, 357, 10.1016/j.foodcont.2018.04.018 Liu, 2019, Assuring food safety and traceability of polished rice from different production regions in China and Southeast Asia using chemometric models, Food Control, 99, 1, 10.1016/j.foodcont.2018.12.011 Longobardi, 2017, Isotope ratio mass spectrometry in combination with chemometrics for characterization of geographical origin and agronomic practice, Journal of the Science of Food and Agriculture, 97, 3173, 10.1002/jsfa.8161 Maione, 2018, Recent applications of multivariate data analysis methods in the authentication of rice and the most analyzed parameters: A review, Critical Reviews in Food Science and Nutrition, 8398, 1 Maione, 2016, Classification of geographic origin of rice by data mining and inductively coupled plasma mass spectrometry, Computers and Electronics in Agriculture, 121, 101, 10.1016/j.compag.2015.11.009 Malaysian Food Regulation, 1985 Mir, 2016, Variety difference in quality characteristics, antioxidant properties and mineral composition of brown rice, Journal of Food Measurement and Characterization, 10, 177, 10.1007/s11694-015-9291-y Muccio, 2009, Isotope ratio mass spectrometry, The Analyst, 134, 213, 10.1039/B808232D Nader, 2015, Impacts of food safety and authenticity issues on the rice trade, 155 Norton, 2014, Genome wide association mapping of grain arsenic, copper, molybdenum and zinc in rice (Oryza sativa L.) grown at four international field sites, PLoS One, 9, 1, 10.1371/journal.pone.0089685 Pinson, 2015, Worldwide genetic diversity for mineral element concentrations in rice grain, Crop Science, 55, 294, 10.2135/cropsci2013.10.0656 Podio, 2013, Elemental and isotopic fingerprint of Argentinean wheat. Matching soil, water, and crop composition to differentiate provenance, Journal of Agricultural and Food Chemistry, 61, 3763, 10.1021/jf305258r Qian, 2019, Determination of geographical origin of Wuchang rice with the geographical indicator by multielement analysis, Journal of Food Quality, 1, 10.1155/2019/8396865 van Ruth, 2018, Differences in fraud vulnerability in various food supply chains and their tiers, Food Control, 84, 375, 10.1016/j.foodcont.2017.08.020 Salim, 2010, Multielement analysis in rice grains by instrumental neutron activation analysis, Journal of Nuclear and Related Technologies, 7, 1 Shaidatul Azdawiyah, 2014, Preliminary study on simulation of climate change impacts on rice yield using DSSAT 4.5 at Tanjung Karang, Selangor, Malaysian Applied Biology, 43, 81 Shen, 2013, Determination of the geographic origin of rice by element fingerprints and correlation analyses with the soil of origin, Analytical Methods, 5, 10.1039/c3ay40700d Sundaram, 2019 Suzuki, 2013, Characterization of Japanese polished rice by stable hydrogen isotope analysis of total fatty acids for tracing regional origin, Analytical Sciences, 29, 143, 10.2116/analsci.29.143 Suzuki, 2008, Geographical origin of polished rice based on multiple element and stable isotope analyses, Food Chemistry, 109, 470, 10.1016/j.foodchem.2007.12.063 Wu, 2015, Geographical origin of cereal grains based on element analyser-stable isotope ratio mass spectrometry (EA-SIRMS), Food Chemistry, 174, 553, 10.1016/j.foodchem.2014.11.096