Data from: Ethnobotanical wealth of the Indian Himalaya: A synthesis of useful species, traditional knowledge and conservation priorities
Data files
Sep 14, 2026 version files 564.18 KB
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Appendix-A.xlsx
560.48 KB
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README.md
3.69 KB
Abstract
Background: The Himalaya constitutes one of the significant repositories of traditional plant knowledge maintained by indigenous communities over centuries. Its systematic synthesis is critical for conservation, drug discovery, and reversing loss of biocultural heritage. This study aimed to evaluate trends in utilization of plant resources by the indigenous communities across the Indian Himalaya.
Results: A total of 5,404 useful species were documented, constituting 90% angiosperms and 4.5% fungi. Herbs were the prominent life form (49.3%), and medicinal plants were most prevalent (96.4%), followed by human food (49%) and material use (36.6%). Raw species totals were highest in Uttarakhand (45.2% of the flora), Himachal Pradesh (34.5%) and Arunachal Pradesh (31.3%), but these rankings largely track research effort: the number of source studies alone explained 86.6% of the variance in state-level richness (log–log regression, R² = 0.866, p < 0.001). After standardizing to a common effort of 57 publications, Arunachal Pradesh ranked highest (941 species, 95% CI 662–1,255), ahead of Uttarakhand (590, 310–1,047) and Himachal Pradesh (551, 281–879), and Chao2 estimates indicate that no state is more than 69% inventoried. Leaves were the most frequently utilized plant part (51.2%), followed by whole plant (30.4%), fruits (27.4%), and roots (26.1%); 51.3% of species had at least one part whose collection is potentially destructive. Medicinal plants were used to cure more than 3,000 ailments, with the highest literature-based use values for Acorus calamus, Centella asiatica, Phyllanthus emblica, Cannabis sativa, and Picrorhiza kurroa.
Conclusions: The Indian Himalaya harbors an extraordinary and largely untapped reservoir of ethnobotanical knowledge. The breadth of medicinal applications, the multi-functional use of plant resources, and the identification of high-use-value species provide a robust evidence base for prioritizing conservation interventions and phytochemical research. The strong dependence of recorded richness on research effort further identifies the eastern Himalayan states as the highest-return targets for future primary fieldwork.
Dataset DOI: 10.5061/dryad.cnp5hqcmw
Description of the data and file structure
The dataset presents fine-grained data on plant and fungal species used by humans in 146 districts in the Indian Himalayan region, including associated traditional knowledge, economic applications, and other pertinent uses. All documented species, including angiosperms, gymnosperms, pteridophytes, bryophytes, lichens, and fungi having conventional and economic applications were considered. The data presented here are from a meta-analysis of published literature. To ensure comparability of records drawn from 2,283 heterogeneous primary studies, six harmonization layers were applied. (i) Taxonomy: every vascular plant name was matched against the World Flora Online (WFO) database (www.worldfloraonline.org), using “WorldFlora” package in R programming Language version 4.4. Fungi and lichens were resolved through data validation at MycoBank (www.mycobank.org), and Consortium of Lichen Herbaria (www.lichenportal.org) respectively. Records returning fuzzy matches were manually adjudicated, and all synonyms were merged onto the currently accepted name. (ii) Distribution: The species distribution and their uses were curated at the district level by combining information from all publications recorded in each district. In the case of studies covering a geographic area larger than a district with no species-specific information for any district, the species distribution was recorded at the state level. (iii) Life forms: Species were classified into eight life forms, i.e., trees, shrubs, herbs, epiphytes, climbers, orchids, fungi, and lichens, utilizing available literature and websites such as Flowers of India (https://flowersofindia.net) and eFlora (http://www.efloras.org). (iv) Use-category: free-text use descriptions were mapped onto the ten Economic Botany Data Collection Standard categories following a pre-defined keyword dictionary. (v) Plant-parts: 38 raw plant-part terms were collapsed into 15 controlled categories (leaves, whole plant, fruit, root, stem, flower, seed, shoot, bark, aerial parts, wood, rhizome, tuber, inflorescence, bulb, others). (vi) Diseases: All raw disease/ailment strings were standardized into 3,047 unique conditions following ICD-11 categories where possible. All harmonization decisions were independently checked by a second author and disagreements were resolved by consensus.
Files and variables
File: Appendix-A.xlsx
Description:
Sheet-1. Species Distribution: The first sheet in the Excel file presents distribution of 5404 useful species in the 13 geographic regions in the Indian Himalayan region.
Sheet-2. Plant Parts: The second sheet presents usage of different parts of the plants for useful purposes in the Indian Himalayan region.
Sheet-3. Resource Use: The third sheet in the Excel file presents nature of usage of the 4504 species under ten categories defined by Economic Botany Data Collection Standards (Cook, 1995; Diazgranados et al., 2020).
Sheet-4. Metadata: The fourth sheet describes the Resource Use data in detail.
Variables:
The value 1 in the cells of the Excel sheet represents either presence or yes under various categories as defined in the column headings.
Code/software
Microsoft Excel
