Table · dataset · 2026
Table 1_Small millets in India: a review of nutritional security, climate resilience and sustainable livelihoods.docx
Listed in ZivaHub and Deakin Research Online and DMU Figshare and HKU DataHub and Swinburne Figshare and DaYta Ya Rona and SUNScholarData and figshare and Loughborough Research Repository and GRANTS Data and UP Research Data Repository — shown once because both records carry DOI 10.3389/fsufs.2026.1919531.s001
Description
<p>Small millets (Setaria italica, Panicum sumatrense, Paspalum scrobiculatum, Echinochloa frumentacea, Panicum miliaceum and Brachiaria ramosa) are emerging as climate-resilient, nutrient-dense crops with considerable potential to address food insecurity, malnutrition, environmental degradation and livelihood vulnerabilities. Although these crops have long been cultivated under diverse agroecological conditions, their production and consumption declined following the dominance of rice and wheat-based production systems during the Green Revolution.
This systematic literature review synthesizes current evidence on the nutritional composition, climate resilience, socio-economic importance, value addition, market opportunities, institutional support and policy interventions related to small millets in India. The review followed the PRISMA 2020 guidelines for systematic literature identification, screening and study selection. Literature published up to June 2026 was systematically retrieved from Scopus, Web of Science Core Collection, ScienceDirect, SpringerLink, CAB Abstracts, AGRICOLA and Google Scholar, together with relevant reports from national and international organizations.
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After applying predefined inclusion and exclusion criteria, 150 studies were included in the qualitative synthesis. The evidence indicates that small millets are rich sources of dietary fibre, quality protein, essential minerals, vitamins and bioactive compounds such as polyphenols and flavonoids, contributing to nutritional security and reducing the risk of non-communicable diseases. Their tolerance to drought, heat stress, poor soil fertility and low-input production systems makes them highly suitable for climate-smart and sustainable agriculture.
Beyond their agronomic and nutritional advantages, small millets support the livelihoods of tribal and marginal farming communities, strengthen indigenous knowledge systems and enhance household food security. The review further highlights the significant role of women in millet cultivation, processing, value addition and marketing, as well as the contributions of self-help groups and farmer organizations to rural development and income generation.
Advances in processing technologies, product diversification, entrepreneurship and export opportunities have enhanced the economic potential of the millet sector. National and international initiatives, including the International Year of Millets 2023, millet missions, nutrition-sensitive programmes and institutional interventions, have further accelerated millet promotion. However, challenges such as low productivity, inadequate processing infrastructure, weak market linkages, limited consumer awareness and policy implementation gaps continue to constrain wider adoption.
Addressing these challenges through increased research, value chain strengthening, gender-inclusive interventions, market expansion and supportive policy frameworks will be essential for integrating small millets into sustainable food systems and advancing the Sustainable Development Goals related to food and nutritional security, climate resilience, environmental sustainability and inclusive rural livelihoods.</p>
Links
Where it is published
- DOI doi.org/10.3389/fsufs.2026.1919531.s001 ↗
DOI / persistent id · from zivahub uct ac za
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from zivahub uct ac za
Topics
- From keywords
- Astronomy & Astrophysics · Chemistry · Chemistry · Chemistry · Computer Science & AI · Computer Science & AI · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Economics & Finance · Economics & Finance · Engineering · Engineering · Engineering · Engineering · Humanities · Humanities · Humanities · Humanities · Humanities · Life Sciences · Life Sciences · Life Sciences · Life Sciences · Life Sciences · Materials Science · Mathematics & Statistics · Medicine & Health · Medicine & Health · Ocean & Atmospheric Science · Psychology & Behavioral Science · Psychology & Behavioral Science · Social Science · Social Science · Social Science · Social Science · Social Science
- Inferred from text
- Forestry sciences 73% · Tabular 65%
Provenance · 11 source records, 52 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ZivaHub | oai:figshare.com:article/34038198 | 4 d ago | JSON v1 |
| Deakin Research Online | oai:figshare.com:article/34038198 | 4 d ago | JSON v1 |
| DMU Figshare | oai:figshare.com:article/34038198 | 4 d ago | JSON v1 |
| HKU DataHub | oai:figshare.com:article/34038198 | 4 d ago | JSON v1 |
| Swinburne Figshare | oai:figshare.com:article/34038198 | 4 d ago | JSON v1 |
| DaYta Ya Rona | oai:figshare.com:article/34038198 | 4 d ago | JSON v1 |
| SUNScholarData | oai:figshare.com:article/34038198 | 4 d ago | JSON v1 |
| figshare | oai:figshare.com:article/34038198 | 4 d ago | JSON v1 |
| Loughborough Research Repository | oai:figshare.com:article/34038198 | 3 d ago | JSON v1 |
| GRANTS Data | oai:figshare.com:article/34038198 | 3 d ago | JSON v1 |
| UP Research Data Repository | oai:figshare.com:article/34038198 | 3 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].anzsrc:group:3007 | enrichment · zivahub uct ac za | taxonomy-embedding@1.0.0 | title+keywords+description (73%) |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · scholardata sun ac za | connector:scholardata_sun_ac_za@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare dmu ac uk | connector:figshare_dmu_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare swinburne edu au | connector:figshare_swinburne_edu_au@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · scholardata sun ac za | connector:scholardata_sun_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · grantsdata jst go jp | connector:grantsdata_jst_go_jp@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:engineering | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:humanities | mapping · scholardata sun ac za | connector:scholardata_sun_ac_za@1.0.0 | |
| concepts[field].local:field:humanities | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · scholardata sun ac za | connector:scholardata_sun_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:materials-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · scholardata sun ac za | connector:scholardata_sun_ac_za@1.0.0 | |
| concepts[field].local:field:social-science | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:social-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:social-science | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:social-science | mapping · scholardata sun ac za | connector:scholardata_sun_ac_za@1.0.0 | |
| concepts[modality].local:modality:tabular | enrichment · zivahub uct ac za | keyword-concept-rules@1.0.0 | title+description (65%) |
| description | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/description |
| license | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/rights |
| publication_date | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| title | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/title |