Related Experiment Video
Updated: Jan 22, 2026

Automatic Laser-based Geometry Capture for Finite Element Analysis of Weld Beads
Published on: July 25, 2025
Geographical origin of Chinese apples based on multiple element analysis.
Jianyi Zhang1, Jiyun Nie1, Lixue Kuang1
1Laboratory of Quality and Safety Risk Assessment for Fruit (Xingcheng), Ministry of Agriculture and Rural Affairs; Quality Inspection and Test Center for Fruit and Nursery Stocks, Ministry of Agriculture and Rural Affairs (Xingcheng), Research Institute of Pomology Chinese Academy of Agricultural Sciences, Xingcheng, Liaoning Province, P.R. China.
Element profiles in Chinese apples can authenticate their geographical origin. This study analyzed 14 elements in 317 apple samples, using advanced statistical methods to differentiate regional varieties for consumers.
Area of Science:
- Analytical Chemistry
- Food Science
- Chemometrics
Background:
- Regional differences in apple quality and characteristics exist but are understudied.
- Consumer appeal varies based on these regional attributes.
- A comprehensive elemental profiling of Chinese apples was initiated.
Purpose of the Study:
- To characterize the elemental profiles of apples from five distinct regions in China.
- To develop and evaluate chemometric models for apple authentication based on elemental composition.
- To investigate the potential of elemental analysis for determining apple geographical origin.
Main Methods:
- Collected 317 apple samples from five regions across China.
- Utilized graphite furnace atomic absorption spectrometry (GFAAS) and inductively coupled plasma atomic emission spectroscopy (ICP-AES) to identify 14 elements.
- Applied principal component analysis (PCA), linear discriminant analysis (LDA), and back-propagation artificial neural networks (BP-ANN) for data analysis and model building.
Main Results:
- Successfully identified and quantified 14 elements in all apple samples.
- Demonstrated significantly different elemental profiles among apples from different regions.
- PCA explained 71.8% of the total variance; LDA achieved 70.0% classification rate; BP-ANN achieved 82.7% classification rate.
Conclusions:
- Elemental profiles of apples can serve as a reliable indicator for geographical authentication.
- The findings provide a foundation for future research into the geographical traceability of apples.
- This study highlights the utility of chemometrics in food authentication and origin determination.
Related Concept Videos
Elements and Compounds
Elements
Elements are classified as atomic or molecular based on the nature of their basic units. They are unique forms of matter with specific chemical and physical properties that cannot break down into smaller substances by ordinary chemical reactions. There...
Classification of Elements and Compounds
Compounds are pure substances composed of two or more elements in fixed, definite proportions. Compounds are classified as ionic or molecular (covalent) based on the bonds...
The Periodic Table and Organismal Elements
Selected Data About Geographic Locations
Periodic Classification of the Elements
Key Elements for Plant Nutrition

