भाकृअनुप- भारतीय दलहन अनुसंधान संस्थान ICAR-Indian Institute of Pulses Research Pulses For Nutritional Security
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Division of Social Sciences

Agricultural Extension · Agricultural Economics · Agricultural Statistics · Computer Applications — taking pulse technologies to the farmer, and measuring what they are worth.

Established 1 August 2012

Introduction

The Division of Social Sciences was established on 1 August 2012 and comprises four disciplines — Agricultural Extension, Agricultural Economics, Agricultural Statistics and Computer Applications. The Division primarily focuses on research aimed at developing effective extension methodologies for the dissemination and adoption of pulse-based technologies among pulse growers, and on assessing their field-level applicability under farmers’ conditions. It is actively engaged in impact assessment of pulse production technologies and programmes, valuation of ecosystem services, and assessment of the pulse sector in India. The Division also develops online databases, information systems and AI/ML-based decision-support tools for stakeholders across the pulse sector.

In addition, it conducts capacity-building programmes for farmers, extension personnel and agricultural input dealers to enhance their knowledge, skills and technical capabilities. Besides research and capacity building, the Division undertakes field-based extension activities including Farmers’ Days, Field Days, Farmers’ Fairs, demonstrations and other farmer-oriented programmes.

4

Disciplines within the division

150

e-Learning video modules in five languages

2.84 lakh

Users of the e-Dalhan Gyan Manch portal

3,274

Demonstrations under the farming system approach

9,388

Tribal Sub Plan demonstrations, 2021–26

Focus

Thrust Areas & New Initiatives

Thrust areas

  • Development of innovative extension models for effective dissemination of pulse production technologies.
  • Strengthening the capabilities of diverse stakeholders across the pulse value chain.
  • Development of web-based databases and information systems on pulse crops.
  • Impact assessment of pulse production technologies and pulse development programmes.
  • Analysis of production, consumption, market pricing trends and trade dynamics, and development of forecasting models.
  • Documentation of farmers’ perspectives for the research and extension system.
  • Generating databases and farmers’ feedback for the research and extension system.

New research initiatives

  • Economic impact assessment of programmes promoting pulse production in India.
  • Valuation of ecosystem services of pulse-based cropping systems in the Indo-Gangetic Plains.
  • Assessment of India’s pulse sector using market-based policy simulation under supply volatility.
  • AI-based disease diagnostics and advisory in major pulses — chickpea, pigeonpea, greengram and blackgram.
  • Machine learning based prediction tool for detection of antimicrobial proteins in pulses.
  • Strengthening pulse value chains through an FPO-driven technology delivery model.
Major research achievements

Digital and AI-enabled Platforms

  • An e-learning portal on pulses (e-LeaP-P) was developed with 150 integrated video modules on pulse production technologies, in Hindi, Marathi, Odia, Kannada and Tamil — demoiipr.onistech.in.
  • The web portal e-Dalhan Gyan Manch was upgraded for access to improved pulse production technologies by farmers and other stakeholders, and now has 2.84 lakh users — dalhangyanmanch.res.in.
  • A Pulses Seed Hub Portal was developed and has recorded more than 1600 visitors — iipr.icar.gov.in/iiprseedportal.
  • A database and information system for the Institute Gene Bank maintains data on more than 7500 accessions of major pulse crops.
  • An information system for IIPR donor registration and pulse varieties holds the characteristics of 37 registered donors and 78 released varieties.
  • A database of more than 8000 disease images and 9500 insect-pest images was built for chickpea, pigeonpea, mungbean and urdbean, for an AI-enabled biotic and abiotic stress detection and advisory mobile application.
  • An AI-based deep learning model has been developed for identification of yellow mosaic disease in mungbean and urdbean.
  • The R package CompGR was developed to compute compound annual growth rate.
Economics

Impact Assessment of ICAR-IIPR Varieties

Economic surplus and risk-reduction benefits generated by nine varieties developed at the institute. All values in ₹ million.

Economic impact of varieties developed by ICAR-IIPR
Variety Crop Check variety Yield advantage Total economic surplus Annual surplus Risk reduction
cumulative / annual
GNG 1581 Chickpea GNG 469 15% 45,805.28 3,817.00 1,062.57 / 89.00
IPC 2006-77 Chickpea JG 14 14% 26,169.67 3,738.52 279.61 / 39.94
IPC 2010-134 Chickpea KWR 108 13% 490.93 122.73 0.47 / 0.12
IPA 203 Pigeonpea MA 6, Narendra Arhar-1, Bahar, MAL 13 20% 64,113.22 5,342.77 373.08 / 31.00
IPA 15-02 Pigeonpea IPA 203 24% 8,882.39 1,480.40 4.92 / 0.82
IPU 11-02 Urdbean Azad Urd 3 10% 20,723.39 2,590.42 1,025.81 / 128.23
IPU 13-1 Urdbean Azad Urd 3 11% 23,192.56 2,899.07 1,076.06 / 134.51
IPL 526 Lentil DPL 62 9% 3,527.50 352.75 22.29 / 2.23
IPL 534 Lentil L 4076 9% 2,646.75 378.10 6.64 / 0.95

IPC 2006-77 figures are at 2022–23 prices; the IPA 203 surplus is projected up to 2029–30.

Extension research

Extension Approaches & Models

1

Functional Seed System Model

  • A functional seed system model depicting the roles of various stakeholders and the related institutional linkages was developed as an outcome of experimentation, for improved access to quality seed of farmer-preferred varieties at a reasonable cost and at the right time.
2

Farmer to Farmer Extension (FFE) Model

  • A farmer-led mechanism was developed for speedier diffusion of quality seed of pulse crops, through action-oriented experimentation with 143 key farmers from the Bundelkhand region of Uttar Pradesh during 2010–16.
  • The model was tested and found effective, delivering 2.7, 4.4 and 3.7-fold increases in the number of farmers covered, the area sown and the quantity of seed made accessible respectively.
3

Social institutions for strengthening the pulse seed system

  • To address constrained availability of quality seed of improved pulse varieties in major pulse producing regions of Uttar Pradesh, eight farmer-led institutions were formed as registered seed societies and engaged in strengthening the formal and informal pulse seed system.
  • The societies collectively contributed 975.31 q of seed of all major pulse crops to institutionalized government seed chains during 2016–17 to 2018–19 — sufficient to cover 18,51,942 ha after conversion and multiplication — and facilitated diffusion of a further 550.59 q through informal social networks.

Farmers’ registered seed societies formed under the project

Sl.No. Name of the farmers’ society Members District
1 Bairai Kisan Sewa Samiti 16 Jalaun
2 Silehera Kisan Sewa Samiti 12 Kanpur Dehat
3 Salempur Beej Vikas Samiti 13 Kanpur Dehat
4 Badapur Beej Vikas Sansthan 21 Kanpur Dehat
5 Khurahand Beej Vikas Samiti 12 Banda
6 Kusmara Beej Vikas Samiti 11 Hamirpur
7 Kalla Beej Vikas Samiti 12 Chitrakoot
8 Baglai Beej Vikas Samiti 13 Chitrakoot
4

Integrated extension model for Model Pulse Villages (M-Pulse)

  • The M-Pulse model was used to develop four Model Pulse Villages in Kanpur Dehat district, integrating technological interventions (869 on 350 ha), capacity building (17 programmes, 1359 participants), institutional development (4), value addition (2500 kg of pulses) and digital advisory services (2).
  • Interventions on pulse production technologies resulted in 31–59% higher yields and increased income for partner farmers. Farmers’ societies produced 2654 kg of quality seed to strengthen village-level seed availability and income.
  • Two pulse-processing hubs and two Custom Hiring Centres were set up to promote value addition, mechanization access and rural entrepreneurship, generating gross income of ₹48,596.42 and ₹77,460 respectively.
  • Farmers were equipped with 200 storage bins, 198 sprayers, 97 sickles, 47 hand hoes, 25 IIPR manual weeders and 25 IIPR herbicide applicators, improving labour efficiency and crop management and reducing post-harvest losses.
5

Integrated farming system approach

  • Implemented with multiple technological interventions for food, nutrition and livelihood security of rural households in Fatehpur district. Intervention modules covered pulse-based, cereal-based, vegetable-based and livestock-based components together with entrepreneurship development.
  • During 2016–17 to 2025–26, 3274 technology demonstrations were conducted in project villages of Fatehpur and Hamirpur districts — 1581 on pulses, 968 on cereals, 405 on vegetables and 320 on oilseeds. Partner farmers recorded significant yield advantages throughout.
  • 27 crop stage-based training programmes and 12 farmer–scientist interactions were organized in the project villages, with 1855 partner farmers participating.

Demonstrations conducted, 2016–17 to 2025–26

Crop No. of demonstrations Yield advantage (%)
Pulse crops
Chickpea52728.82
Pigeonpea5147.12
Mungbean61223.88
Urdbean27716.78
Fieldpea8225.44
Lentil3228.72
Cereal crops
Wheat59024.66
Paddy25123.00
Maize11920.41
Pearl millet82.39
Vegetable crops
Okra13916.166
Bottle gourd5122.31
Sponge gourd4118.23
Pumpkin4817.84
Chilli7323.19
Garden pea1412.32
Radish29—
Carrot10—
Oilseed crops
Mustard22826.16
Sesame9251.87
Total3,274—
Market research

Value Chains & Supply Chains

Value chains of pulses from the Bundelkhand region

The value chains of major pulse crops in the Bundelkhand region of Uttar Pradesh were documented to generate empirical evidence for a better understanding of existing value chain dynamics among researchers and policymakers. The findings are expected to facilitate appropriate technological innovations and policy interventions to enhance farm returns and improve the efficiency of pulse value chains. Four channels were documented:

  • Producer → aggregator → trader → processor → wholesaler → retailer → consumer
  • Producer → aggregator cum trader → processor → wholesaler → retailer → consumer
  • Producer → aggregator → trader cum processor → wholesaler → retailer → consumer
  • Producer → village trader → aggregator → trader → processor → wholesaler → retailer → consumer
Value chain map of chickpea in the Bundelkhand region of Uttar Pradesh
Value chain map of chickpea in the Bundelkhand region of Uttar Pradesh

Mapping supply chains of pulses across major producing states

Supply chain mapping and performance assessment were conducted across seven states covering green gram, black gram, lentil, chickpea, pigeonpea and field pea — the major pulse-growing states of Madhya Pradesh, Uttar Pradesh, Karnataka and Rajasthan, and the relatively minor pulse-growing states of Bihar, Jharkhand and Odisha.

Key supply chains were mapped through sampling of 46 districts, 94 APMC markets or blocks, 188 villages, 5610 farmers and 1504 supply chain actors. The study also documented the major challenges faced by pulse growers, along with the use patterns of digital platforms in pulse supply chains and the associated challenges.

Supply chains of urdbean in Karnataka
Supply chains of urdbean in Karnataka
Statistics & economics

Analytical & Forecasting Research

1

Growth performance and agroclimatic characterization

  • The R package CompGR was developed to compute compound annual growth rate. Agroclimatic zone-wise CAGR was computed for pigeonpea, lentil, chickpea, blackgram and greengram across selected states, for both area and yield, and district-wise growth rates were analysed for Madhya Pradesh, Uttar Pradesh, Rajasthan, Karnataka and Bihar.
  • Compound growth rates of area, production and yield of lentil were positive, with low instability. Decomposition analysis reveals that the change in production is due to yield, area and their interaction together.
  • Biplot analysis and principal component analysis were performed on maximum and minimum temperature, relative humidity and rainfall recorded during the chickpea growing season (September–April) from 2018 to 2024, drawn from the NASA POWER database. Plant characters — 100-seed weight, days to 50% flowering and days to maturity for 2010–11 to 2022–23 — were taken from the AICRP on Chickpea / Rabi Pulses. Combined analysis identified outlier locations within each chickpea-growing zone.
2

Prediction tool for antimicrobial proteins in pulses

  • A genome-wide search was carried out for classes of antimicrobial proteins — alpha/beta thionins, hevein-like peptides (chitin binding domain), glycine-rich peptides, snakins, gamma thionin, and lipid transfer proteins 1 and 2 — across eight legumes: chickpea, pigeonpea, mungbean, blackgram, common bean, field pea, cowpea and lathyrus.
  • The results confirm five classes of AMPs in all selected legumes — heveins (70), snakins (197), LTP-1 (750), LTP-2 (850) and gamma thionin (100). Lathyrus and field pea contain glycine-rich protein. The 3D structure of the identified AMP sequences for chickpea and blackgram was generated using AlphaFold 2.
3

Development of the pulse outlook for India

  • Based on Household Consumption Expenditure Survey (NSSO) 2023–24 consumption patterns, future pulse demand was estimated using behaviouristic and normative approaches. The behaviouristic approach — accounting for consumption behaviour, income and demographic change — projects direct pulse demand at 19.61 million tonnes by 2050, while the ICMR-based normative approach estimates the direct requirement at 47.80 million tonnes. The gap underscores the need to enhance pulse production, productivity and consumption to achieve nutritional security and self-sufficiency.
4

AMMI-based selection for yield and stability in chickpea

  • Multi-environment trials generally show significant genotype main effects and genotype × environment interaction, so univariate and multivariate stability methods are used to study it. The Additive Main effects and Multiplicative Interaction model was applied to support breeding programmes through genotypic stability.
  • A stability index weighting yield and stability (yield weightage 50% and 75%; stability weightage 50% and 25%) was used to rank 40 promising chickpea genotypes — the higher the index, the better the genotype. These were evaluated at seven south-zone locations of the AICRP on Chickpea programme during 2015–16: Hiriyur, Nandyal, Coimbatore, Dharwad, Lam, Bijapur and Gulbarga.
Outreach

Technology Interventions

Demonstrations across Uttar Pradesh

The Division conducted a total of 2957 technology demonstrations on pulse technologies from 2021–22 to 2025–26, across different production situations and agro-climatic zones of Uttar Pradesh. These included front line demonstrations and participatory demonstrations under various programmes, featuring recommended situation-specific high yielding varieties along with matching pulse production technologies.

Tribal Sub Plan

To enhance pulse production for food and nutritional security and the rural livelihoods of tribal farmers in Madhya Pradesh and Chhattisgarh, 9388 demonstrations on improved pulse production technologies were conducted in tribal districts of the two states during 2021–22 to 2025–26. Tribal farmers also participated in training programmes and field days.

Technology interventions conducted during 2021-22 to 2025-26
Technology interventions conducted during 2021–22 to 2025–26
Computer applications

Software, Databases & Portals Developed

1

PulsExpert — expert system for diseases and insect-pests

A web-based expert system for the major pulse crops grown in India — chickpea, pigeonpea, mungbean, urdbean, lentil and pea. Its automatic knowledge acquisition system gives domain experts a friendly interface for entering, storing and structuring knowledge. The knowledge base covers 24 major diseases and 33 major insect-pests appearing from seedling to maturity. Farmers answer textual and pictorial symptom questions, and the system diagnoses the disease or pest with a confidence factor and suggests cultural and chemical control measures.

PulsExpert home page
PulsExpert home page
Preliminary diagnosis with confidence factors
Preliminary diagnosis with confidence factors
2

Online data submission & retrieval system for MULLaRP

Developed to speed up data collection, compilation, analysis and report generation for coordinated research trials in MULLaRP crops. The system has three online modules — plant breeding data entry and submission, data analysis, and report generation. The analysis module performs RBD analysis; the report module generates information sheets and location-wise data by crop, trial, zone and location. Built in ASP.NET with C# as front end and SQL Server 2005 as back end.

MULLaRP online data submission and retrieval system
MULLaRP online data submission and retrieval system
3

Database and information system for plant genetic resources

Holds data on 1097 chickpea, 1058 pigeonpea, 550 mungbean, 734 urdbean and 480 field pea germplasm accessions, including agronomical, morphological and other traits. It has two components — germplasm data management for entry, updation and submission, and report generation to retrieve or search germplasm information on a single character or a combination. Four main reports can be retrieved: qualitative, quantitative, query-based and detailed.

Plant genetic resources database and information system
Plant genetic resources database and information system
4

Web-based commodity profile for pulses (CPP Portal)

A digital platform built on available information related to improved production and protection technologies together with pulse production and trade statistics. Soil data, weather data, minimum support prices, breeder seed production, major export destinations and import sources, and the crop planner / crop calendar feed the data management portal. The system runs on Linux and Windows, with MySQL and Apache as database and web server, PHP for server-side scripting and HTML, CSS and jQuery on the client side.

Web-based commodity profile for pulses
Web-based commodity profile for pulses
5

Farmer mobile applications for pulses on the mKRISHI platform

A collaborative project with Tata Consultancy Services in which a pilot platform was designed around the best package of practices for better returns in chickpea, pigeonpea, mungbean, urdbean, lentil, fieldpea and rajmash, through a digital connection with farmers. The platform provides a two-way interactive system between farmers, scientists and other stakeholders, with a web console customised for farmer management, knowledge management, advisory management, information management and support services.

mKRISHI farmer application
mKRISHI farmer application
mKRISHI web console
mKRISHI web console
6

E-Pulses Data Book

A state-wise database and information system designed and developed for chickpea, pigeonpea, mungbean, urdbean, lentil, field pea and total pulses, covering the period 1980–81 to 2023–24. The database is also published on the institute website, where the data can be accessed and downloaded as an e-data book.

E-Pulses Data Book
E-Pulses Data Book
Facilities

Available Infrastructure

Institute museum

The institute museum is located in and maintained by the Division of Social Sciences. It is a state-of-the-art museum on pulse crops depicting the pulse production technologies developed by the institute and its major focus areas of research. The displays also cover the institute’s mandate, timeline, presence across the country and major milestones achieved.

Training hall

A fully equipped training hall with a seating capacity of 75 people is available at the Division of Social Sciences. The hall has fully functional multimedia projection facilities with internet connectivity.

Institute museum on pulse crops
Institute museum, maintained by the Division of Social Sciences
Training hall of the Division of Social Sciences
Training hall, seating capacity 75
Our team

Scientist Profiles