Integrating GIS and machine learning for automated starch grain morphometric analysis
A Novel Framework for Standardized Archaeobotanical Classification
Bibliographic Data
| ID | 7472152 |
|---|---|
| Authors | Zhiwei Wan (0000-0002-8520-2191, Gannan Normal University, corresponding author), Bin Yuan (0000-0003-2533-152X, Gannan Normal University), Chenghao Zhang (0000-0001-8564-9236, Gannan Normal University), Xuewen He (0000-0002-8414-5164, Gannan Normal University), Lingyue Liu (0000-0002-5000-1605, Gannan Normal University), Ji Zeng (0000-0003-2917-2933, Gannan Normal University), Zhikun Ma (0000-0002-3486-2560), Ma Zhikun (Northwest University), Shi-Fan Qiu (0000-0001-5231-7278, Gannan Normal University), Shifan Qiu (Gannan Normal University), Wen Lai (0000-0002-2319-8529, Gannan Normal University), Xiujia Huan (0000-0002-1698-8936, Linyi University, corresponding author) |
| Year | 2026 |
| Volume | 18 |
| Issue | 3 |
| Publication date | 2026-03-01 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Archaeological and Anthropological Sciences (JOURNAL) |
| Journal identifiers | ISSN: 1866-9557 • E-ISSN: 1866-9565 |
| Publisher | Springer Science and Business Media LLC (PUBLISHER) |
| DOI | 10.1007/s12520-026-02406-8 |
| OpenAlex | W7130651637 |
| Language | EN |
| References cited | 28 |
Acacia · Cluster analysis · Discriminative model · Identification (biology · Interpretability · Principal component analysis · Random forest · Starch · Support vector machine · Archaeology and ancient environmental studies · Food composition and properties · Soil Geostatistics and Mapping
Processing of wild cereal grains in the Upper Palaeolithic revealed by starch grain analysis
A random forest guided tour
Early Neolithic human exploitation and processing of plant foods in the Lower Yangtze River, China
Morphometric analysis of phytoliths
Identification of starch granules using a two-step identification method
Effects of cultivation on tuber and starch granule morphometrics of Solanum jamesii and implications for interpretation of the archaeological record
From the modern to the archaeological
Cooking up recipes for ancient starch
What starch grain is that? – A geometric morphometric approach to determining plant species origin
Plant use activities during the Upper Paleolithic in East Eurasia
Starch grain analysis as a Microscopic Diagnostic Feature in the Identification of Plant Material
Investigating wheat consumption based on multiple evidences
| Citation velocity | historical |
|---|---|
| Highly cited | No |