🌱 Food Systems 🌿 One Health ⚖️ Equity

Interdisciplinary Research for Climate-Exposed Communities

Where Food, Nutrition
& Health
Converge

We study how food safety governance, indigenous knowledge, and market systems shape nutrition outcomes in India's most vulnerable regions, and what it takes to build resilience from the ground up.

4Research Pillars
19Governance Themes
317Unique Codes
Samposhyam Foundation
NSS OR MLE IK

The NOMI Framework

A four-pillar analytic lens for understanding food system resilience through nutrition, resilience, equity, and indigenous knowledge.

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NSS

Nutrition as a Socioecological System

Ecological, agricultural, and environmental determinants of nutritional adequacy, including soil salinity impacts, crop loss, and seasonal dietary variation.

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OR

Observational Resilience

Community-level adaptive capacities, coping strategies, livelihood diversification, and social networks for navigating food system shocks.

MLE

Multi-Lens Equity

Structural inequities in food access across gender, age, caste, and economic position, including differential vulnerability of marginalised groups.

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IK

Inclusive Knowledge

Traditional ecological knowledge, intergenerational food practices, indigenous preservation techniques, and the interface between institutional and community-held expertise.

Built from fieldwork in the Indian Sundarbans

317
Qualitative Codes
across 4 pillars
473
Relationships
45% cross-pillar
19
Themes
Q = 0.770
4,533
Evidence Records
CQT validated

7-Step Application Workflow

Apply NOMI as an analytic template in any climate-exposed food system context.

1

Select Study Context

Identify climate-exposed food system (delta, coastal, island, dryland)

2

NOMI-Guided Data Collection

Design interview guide using 4-pillar lens across NSS, OR, MLE, IK domains

3

Apply Four-Pillar Coding Framework

Code transcripts using NOMI pillars as deductive frame; allow inductive emergence

4

Map Cross-Pillar Relationships

Identify directional relationships between codes using 6 relationship types

5

Computational Community Detection

Run Louvain/Leiden on code network to discover thematic communities

6

CQT Literature Validation

Systematic literature triangulation for evidence convergence scoring

7

One Health Policy Translation

Map findings to human, animal, and environment domains for actionable recommendations

NOMI Framework Toolkit

A standalone CLI tool that operationalizes the NOMI framework for researchers. Install, initialize, analyze, export.

  • Import codebooks from ATLAS.ti, NVivo, MAXQDA, Dedoose
  • Customizable N-pillar framework (4 NOMI defaults + your own)
  • Louvain + Leiden consensus community detection
  • CQT literature search via PubMed + Consensus API
  • AMRP diagnostic comparison against Sundarbans benchmark
  • Publication-ready figures and interactive HTML reports
  • Interactive web dashboard hosted on HuggingFace Spaces
$ pip install nomi-apply
Successfully installed nomi-apply-0.1.0

$ nomi-apply init "mekong-study"
Project created: mekong-study/

$ nomi-apply import-codebook codes.qdpx
Imported 245 codes

$ nomi-apply detect-communities
Detected 14 communities (Q=0.712)

$ nomi-apply amrp-diagnose
AMRP Score: 0.78 vs Sundarbans

$ nomi-apply dashboard
Dashboard live at hf.space/nomi-dashboard

Current Projects

Interconnected research streams exploring food system resilience, safety governance, environmental health, and public health across India.

NOMI: A Four-Pillar Framework for Food System Resilience in Climate-Exposed Communities

Qualitative framework developed from Sundarbans fieldwork. 317 codes, 19 themes, 473 relationships (213 cross-pillar), CQT literature validation.

Food Safety Governance Dimensions in India

Multi-level analysis of FSSAI enforcement, regulatory capacity, and food control infrastructure from national policy to local implementation.

Heavy Metal Contaminant Surveillance in Food Supply Chains

Environmental monitoring of contaminant exposure pathways in food systems, integrating environmental science with public health governance.

Watering Down Nutrition: Water Dilution Index and CADDS in Bengali Cooking

Analysis of 744 Bengali recipes quantifying how water-intensive cooking methods dilute nutrient delivery. Introduces the WDI metric and Cooking-Adjusted Dietary Diversity Score.

Upcoming

Oral Cancer Awareness: Paan and Smokeless Tobacco Behavioural Exposure in West Bengal

Samposhyam Foundation pilot study on behavioural exposure systems of paan and smokeless tobacco consumption in urban and peri-urban Kolkata, using the NOMI-E framework. Why NOMI-E is a gamechanger →

Samposhyam Foundation

Based in Kolkata, the Samposhyam Foundation conducts interdisciplinary research at the intersection of food safety, nutrition, environmental health, and social equity.

Our work spans computational qualitative methods, field research in vulnerable communities, and research tool development for the academic community.

Samposhyam (Sanskrit: complete nourishment) reflects our mission to understand food systems holistically.

5
Research manuscripts
11
Research databases
744
Recipes analysed
🌿

Interdisciplinary by Design

Bridging qualitative field research with computational methods, traditional knowledge with modern science, and local communities with global policy.

One Health Food Safety Equity Inclusive Knowledge

Activities & Events

Beyond research publications, Samposhyam works directly with communities through nutrition workshops, recipe documentation, and awareness programmes.

16 October 2024
Women cooking with local ingredients at World Food Day Women at cooking stations during competition Participant presenting her nutritious dish Children drawing balanced diet artwork

World Food Day 2024: Samposhyam's Inaugural Programme

Samposhyam Foundation's first community programme, held in Sankrail, Howrah on World Food Day. Theme: "Right to Food for a Better Life and Future."

16 October 2024
World Food Day 2024 participants and organisers

Nutritious Cooking Competition

Women from the community competed in a nutritious cooking contest using locally available ingredients, showcasing traditional Bengali recipes with balanced nutrition.

16 October 2024
Judges evaluating children's nutrition drawings Nutrition assessment and BMI check

Children's Art Competition and Nutrition Camp

Children drew balanced diet and food group artwork. A nutrition camp provided BMI checks and personalised dietary advice to community members.

16 October 2024
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23 Recipes Documented
19 Community Women Contributors

Bengali Recipe Documentation

Community collection of 23 traditional Bengali recipes with full nutritional analysis per 100g from 19 women, preserving culinary heritage while building the WDI research dataset.

Contact & Collaborate

Interested in applying the NOMI framework, collaborating on food systems research, or accessing our tools?