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Research Article | Open Access | Peer Review

Impact of Frontline Demonstrations on White Jowar Variety NTJ-5 in SPSR Nellore District of Andhra Pradesh, India

K. Kiran Kumar Reddy ORCID iD , S. Lokesh ORCID iD , Babu Hari Sadu ORCID iD , R. Sujatha ORCID iD , G. L. Siva Jyothi ORCID iD
Volume : 112
Issue: September(7-9)
Pages: 64 - 70
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Abstract


The Frontline Demonstrations (FLDs) were conducted by Krishi Vigyan Kendra, Nellore, to popularize the white jowar variety, Nandyal Tella Jonna-5 (NTJ-5) in the SPSR Nellore district. NTJ-5, released by Acharya N.G. Ranga Agricultural University in 2018, is a short-statured, non-lodging, dual-purpose sorghum variety with medium bold grains, moderately tolerant to shoot fly, stem borer, and blight. It has a crop duration of approximately 95-105 days with a yield potential of 4500-5000 kg/ha under optimal conditions. The demonstrations were conducted across 15 locations over three consecutive rabi seasons of 2022-23, 2023-24, and 2024-25 in the mandals of Ananthasagaram, Chejerla, Marripadu, and Kaluvoya to evaluate the performance of NTJ-5 compared to local varieties/hybrids under farmer field conditions. Standard practices, including seed treatment, INM, IPM, and IDM, were followed in FLD plots. Yield, economic returns, and key agronomic traits were then recorded and analyzed. As an outcome of FLD, it was noticed that the demo variety (NTJ-5) recorded an average yield of 3889 kg/ha with a net return of Rs. 80588/ha as compared to the farmer’s practice, which produced an average yield of 3412 kg/ha with a net return of Rs. 59706/ha. The other parameters, such as technology gap, extension gap, and technology index, were 1111 kg/ha, 519 kg/ha, and 22.22%. The average Benefit-Cost ratio was high in NTJ-5 (3.09) compared to local varieties/hybrids (2.43). On average, a 13.98% yield increase was observed in demo plots over the farmer’s practice. The results clearly showed the positive impact of frontline demonstrations on farmers’ practices towards increasing the productivity of the white jowar variety, NTJ-5, in the SPSR Nellore district of Andhra Pradesh.

DOI
Pages
64 - 70
Creative Commons
Copyright
© The Author(s), 2026. Published by Madras Agricultural Students' Union in Madras Agricultural Journal (MAJ). This is an Open Access article, distributed under the terms of the Creative Commons Attribution 4.0 License (https://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution and reproduction in any medium, provided the original work is properly cited by the user.

Keywords


Benefit Cost Ratio Frontline demonstrations Nandyal Tella Jonna Net returns Sorghum

Introduction


Millets are a group of cereal grains with ancient origins, primarily domesticated in the dry tropical regions of Asia and Africa. Over time, their cultivation spread globally. As members of the grass family Poaceae, these crops have played a vital role in sustaining food systems in regions with poor soil fertility and erratic rainfall. Their ability to grow under minimal resource input makes them a dependable option in areas prone to climatic stress (Hassan et al., 2021; Sharma and Ortik, 2000). Millets are categorized into major types, such as sorghum and pearl millet, and minor types, including foxtail, finger, little, kodo, barnyard, and proso millets. Additionally, crops like buckwheat and amaranth, often referred to as pseudo-millets, contribute to the diet and livestock feed in various parts of the world (Saleh et al., 2013; Shahidi and Chandrasekara, 2013).

Among these, sorghum (Sorghum bicolor L. Moench) stands out as one of the most important and widely cultivated millets. In India, it plays a vital role as a staple food, fodder, and industrial crop, especially for resource-poor, small, and marginal farmers in semi-arid and arid regions. Cultivated in both kharif and rabi seasons, sorghum is well-adapted to harsh agro-climatic conditions due to its deep root system, efficient water use, and high tolerance to drought and heat stress (Assefa et al., 2010). These attributes make grain sorghum especially suitable for rainfed farming and deficit irrigation systems. Beyond its agronomic value, sorghum, along with other millets, plays a significant role in ensuring nutritional security. Despite these advantages, the cultivation area of sorghum and other millets declined over the decades, primarily due to changing food habits, government-subsidized rice distribution schemes, and the expansion of irrigated agriculture. However, climate change, increasing input costs, and a rising awareness of healthy diets have sparked a renewed interest in nutri-cereals such as sorghum. There is now a growing recognition of their potential to contribute to sustainable food systems by fulfilling the four Fs - food, fodder, feed, and fuel, especially in rainfed ecosystems. In the context of varietal development and dissemination, the adoption of improved cultivars remains suboptimal in many regions due to factors such as continued use of local landraces, lack of access to quality seed, and limited exposure to improved agronomic practices. This gap between research and on-farm application underscores the need for effective extension strategies.

Frontline Demonstrations (FLDs) are an extension strategy initiated by the Indian Council of Agricultural Research (ICAR) to demonstrate the production potential of newly released crop varieties and associated technologies under real farming conditions. These are organized through Krishi Vigyan Kendra’s (KVKs) to bridge the gap between research stations and farmer fields, thereby validating and popularizing improved agricultural practices among rural communities. To address this gap, the white jowar variety, Nandyal Tella Jonna-5 (NTJ-5), released by Acharya N.G. Ranga Agricultural University (ANGRAU) in 2018, was selected for demonstration in SPSR Nellore district, Andhra Pradesh. NTJ-5 is a short-statured, non-lodging, dual-purpose sorghum variety with medium bold grains, moderately tolerant to shoot fly, stem borer, and blight. It has a crop duration of approximately 95-105 days with a yield potential of 4500-5000 kg/ha. This study presents the outcomes of FLDs conducted over three rabi seasons to evaluate the performance, profitability, and adoption potential of NTJ-5 in comparison to local varieties/hybrids, aiming to enhance the productivity and livelihood security of sorghum-growing farmers in the region.

Methodology


Front Line Demonstrations (FLDs) were conducted in four blocks (Ananthasagaram, Marripadu, Chejerla, and Kaluvoya) of SPSR Nellore district, Andhra Pradesh, to popularize the high-yielding white jowar variety, NTJ-5 (Nandyal Tella Jonna). These demonstrations were conducted at 15 locations during the rabi season of three consecutive years (2022-23, 2023-24, and 2024-25), with each FLD plot covering an area of 0.4 ha. The crop was cultivated under both irrigated and rainfed conditions, across soils ranging from sandy clay loam to clay loam, reflecting the diverse agro-ecological conditions of the region. Rainfall particulars of SPSR Nellore district in 2022-23, 2023-24, and 2024-25 were given in Table 1. Scientific interventions were implemented in the demonstration plots, which included the use of an improved seed variety, seed treatment, integrated nutrient management (INM), integrated pest management (IPM), and integrated disease management (IDM). The NTJ-5 variety was provided as a critical input to the beneficiary farmers. In addition to field demonstrations, training programmes and method demonstrations were organized to equip farmers with knowledge of integrated crop management practices and sustainable production technologies. Awareness campaigns and interaction meetings were also conducted to enhance farmer’s participation and confidence. Scientists and extension personnel conducted regular field visits during critical crop growth stages to monitor crop performance and provide timely advisories. Observations were recorded on plant height (cm), panicle length (cm), test weight (g), grain yield (kg/ha), cost of cultivation (Rs./ha), gross returns (Rs./ha), net returns (Rs./ha), and benefit-cost ratio (B:C). Additionally, the technology gap, extension gap, and technology index were computed by comparing NTJ-5 with locally cultivated varieties/hybrids.

The formula used for calculating the data above was as follows:

Technology gap = Potential yield - demonstration yield

Extension gap = Demonstration yield - farmers practice yield

Technology index (%) =   × 100

Results Discussion


Analysis of rainfall data from 2022-23 to 2024-25 in SPSR Nellore district reveals pronounced inter-annual and intra-seasonal variability, indicative of a shifting rainfall regime in a region predominantly reliant on the North-East monsoon (October-December) for the majority of its annual precipitation. Total annual rainfall was near normal in 2022-23 (763.3 mm), slightly below normal in 2023-24 (794.4 mm), and substantially above normal in 2024-25 (1066.5 mm), with variations attributed mainly to anomalous rainfall events during the late and post-monsoon phases. July consistently recorded above normal rainfall; however, a significant decline in rainfall was observed during August and September (key South-West monsoon months), indicating weakened rainfall performance during the core kharif period. A sharp spike in October 2024-25 (347.9 mm, +40%) marks a clear temporal shift in rainfall concentration toward the post-monsoon phase. November, which typically contributes a significant share of North-East monsoon rainfall, showed a declining trend across years from 313.2 mm (+8.9%) in 2022-23 to 193.2 mm (-35.1%) in 2024-25, potentially shortening the effective N-E monsoon window. Additionally, December recorded unusually high rainfall in 2023-24 (297.4 mm, +200%) and 2024-25 (202.6 mm, +104.4%), driven by cyclonic activity in the Bay of Bengal. Meanwhile, January and February remained persistently dry, with February receiving 0 mm of rainfall for three consecutive years, intensifying moisture stress during the rabi season. This erratic rainfall pattern, especially the late-season dry spells, may have constrained the crop from achieving its potential yield under FLDs (4500-5000 kg/ha).

Table 1: Rainfall particulars of SPSR Nellore district in 2022-23, 2023-24, and 2024-25[Ka1] 

Month

2022-23

2023-24

2024-25

Actual

Deviation

Actual

Deviation

Actual

Deviation

June

73.1

44.8

19.2

-63

71.1

37

July

119.6

50.6

81.5

0

125.9

54

August

88.9

9.6

34.1

-59

44.4

-47

September

59.5

-41.2

83.3

-20

74.9

-28

October

83.4

-65.6

20.6

-92

347.9

40

November

313.2

8.9

258.1

-13

193.2

-35.1

December

263.4

174.7

297.4

200

202.6

104.4

January

2.2

-82.0

0.3

-97

2.9

40

February

0.0

-100.0

0.0

-100

0.0

-35.1

Total

1003.3

-0.2

794.4

-19

1066.5

7.3

Plant growth and yield attributes:

The NTJ-5 white jowar variety had a shorter average plant height (137.9 cm) compared to the local varieties/hybrids (190.0 cm). This shorter height is an advantage because it helps the plants to resist lodging due to heavy rains and winds, which are common in the SPSR Nellore district. NTJ-5 exhibited a longer average panicle length (27.3 cm) compared to the local varieties and hybrids (24.3 cm). The test weight, which reflects grain filling and quality, was higher in NTJ-5 (33.6 g) than in the local varieties/hybrids (30.7 g). In terms of yield, NTJ-5 recorded an average of 3889 kg/ha, which is 13.98% (477 kg/ha) more than the local varieties/hybrids (3412 kg/ha). The variation in grain and stover yields among the different sorghum varieties is likely due to differences in their genetic potential to utilize and translocate photosynthates from source to sink efficiently.  

Table 2: Agronomic Performance of White Jowar Variety NTJ-5 in 2022-23, 2023-24, 2024-25, and pooled

Particulars

Plant height (cm)

Panicle length (cm)

Test weight (g)

Grain yield (kg/ha)

2022-23

2023-24

2024-25

Pooled

2022-23

2023-24

2024-25

Pooled

2022-23

2023-24

2024-25

Pooled

2022-23

2023-24

2024-25

Pooled

NTJ-5

143.3

135.4

135.1

137.9

28.8

27.7

25.5

27.3

34.8

34.7

31.2

33.6

4184

4008

3474

3889

Local variety/hybrid

198.1

187.6

184.2

190.0

25.8

24.2

22.8

24.3

32.5

29.9

29.7

30.7

3857

3255

3125

3412

 

Economics:

The highest net returns and benefit-cost ratio were recorded in NTJ-5 as compared to local varieties/hybrids. The improved NTJ-5 variety recorded a higher average net return of Rs. 80,588/ha and a benefit-cost ratio of 3.09, compared to the lower net returns of Rs. 59,106/ha and a benefit-cost ratio of 2.43 observed in local varieties/hybrids. The highest net returns and benefit-cost ratio in the NTJ-5 variety is due to the lowest incidence of pests and diseases, drought resistance, and the highest yields.

Table 3: Economics Analysis of White Jowar Variety NTJ-5 in 2022-23, 2023-24, 2024-25, and pooled

Particulars

Cost of cultivation (Rs./ha)

Gross returns (Rs./ha)

Net returns (Rs./ha)

B:C ratio

2022-23

2023-24

2024-25

Pooled

2022-23

2023-24

2024-25

Pooled

2022-23

2023-24

2024-25

Pooled

2022-23

2023-24

2024-25

Pooled

NTJ-5

38796

37903

39079

38593

115455

127439

114649

119181

76659

89536

75570

80588

2.98

3.36

2.93

3.09

Local variety/hybrid

41368

40628

42375

41457

95068

103509

103122

100563

53700

62881

60737

59106

2.30

2.55

2.43

2.43

Fig 1: Front Line Demonstration of White Jowar Variety, NTJ-5 at Nagulavellaturu (V), Chejerla (M)

Fig 2: Front Line Demonstration of White Jowar Variety, NTJ-5 at Kampasamudram (V), Marripadu (M)


Fig 3: Field Day on White Jowar Variety, NTJ-5 at Kampasamudram (V), Marripadu (M)

Gap analysis:

The gap analysis of the white jowar variety, NTJ-5, over the three years from 2022-23 to 2024-25 reveals significant insights into the performance and adoption of the recommended production technology. The technology gap, defined as the difference between the potential yield and the yield realized under frontline demonstrations (FLDs), was observed to be 816 kg/ha in 2022-23, 992 kg/ha in 2023-24, and 1526 kg/ha in 2024-25. The pooled technology gap across the three years was 1111 kg/ha, indicating a considerable difference between the attainable yield and the actual yield achieved under FLD conditions. This gap suggests that recommended technology may not be fully exploited in field conditions due to various constraints such as climatic factors, soil health, or management practices. The extension gap, representing the difference between the yield obtained under frontline demonstrations and that realized by farmers under their prevailing practices, was observed to be 327 kg/ha, 753 kg/ha, and 477 kg/ha during the years 2022-23, 2023-24, and 2024-25, respectively. The pooled extension gap across the study period was calculated to be 519 kg/ha. This observed gap underscores the partial adoption of demonstrated technology by the farming community and reflects the potential for yield enhancement through improved dissemination and adoption of recommended agronomic practices. The findings emphasize the critical role of effective extension strategies in narrowing this gap and ensuring the transfer of technologies to the field level. The technology index, which quantifies the feasibility of the demonstrated technology in farmers’ fields, was recorded at 16.32% in 2022-23, 19.84% in 2023-24, and 30.52% in 2024-25, with a pooled average of 22.22%. A lower technology index indicates higher feasibility and effectiveness of the demonstrated technology under real field conditions. Similar findings were reported by Jayalakshmi et al., [Ka2] (2022) and Singh et al., (2020) in chickpea cultivation across different states of India. These results underscore the importance of continued on-farm validation, targeted training programs, timely input supply, and improved extension services to enhance the adoption and effectiveness of demonstrated technologies in jowar cultivation.

Table 4: Gap Analysis of White Jowar Variety NTJ-5 in 2022-23, 2023-24, 2024-25, and pooled

Particulars

Technology gap (kg/ha)

Extension gap (kg/ha)

Technology index (%)

2022-23

816

327

16.32

2023-24

992

753

19.84

2024-25

1526

477

30.52

Pooled

1111

519

22.22

 

Fig 4: Impact of Front Line Demonstrations on Technology Gap, Extension Gap, and Technology Index of White Jowar Variety NTJ-5

Conclusion


NTJ-5 is a short-statured, non-lodging, dual-purpose jowar variety characterized by medium bold grains and moderate tolerance to shoot fly, stem borer, and blight. The variety matures in approximately 95-105 days and exhibits a yield potential of 4,500-5,000 kg/ha under optimal conditions. The frontline demonstration not only introduced this improved variety but also emphasized the promotion of a scientific package of practices. As a result, fields under demonstration plots recorded an average yield of 3,889 kg/ha, which was notably higher than the 3,412 kg/ha observed in farmer practice plots. This translated into a benefit-cost ratio of 3.06 for demonstration plots, compared to 2.43 for traditional practices. The adoption of the improved white jowar variety, NTJ-5, has significantly expanded to 447 hectares over the past three years, demonstrating the effectiveness of the promoted technology. The technology has had a substantial impact on the farming community, leading to the horizontal spread of the variety and the adoption of improved practices. These results highlight the positive influence of frontline demonstrations on enhancing farmer’s knowledge and accelerating the adoption of improved agricultural technologies.

References


Assefa, Y., Staggenborg, S. A and Prasad, V. P. V. (2010). Grain sorghum water requirement and responses to drought stress: A review. Crop Management. 9(1). https://doi.org/10.1094/CM-2010-1109-01-RV.

Hassan, Z. M., Sebola, N. A and Mabelebele, M. (2021). The nutritional use of millet grain for food and feed: A review. Agriculture & Food Security, 10:16. https://doi.org/10.1186/s40066-020-00282-6.

Jayalakshmi, V., Chaithanya, B. H., Manjunath, J., Ahammad, S. K., Kamakshi, N and Devi, S. R. (2022). Impact of Tribal Sub Plan (TSP) intervention on yield and economics of chickpea cultivation in Kurnool district of Andhra Pradesh. Indian Journal of Extension Education, 58(2):217-220. https://doi.org/10.48165/IJEE.2022.58234.

Saleh, A. S., Zhang, Q., Chen, J and Shen, Q. (2013). Millet grains: Nutritional quality, processing, and potential health benefits. Comprehensive Reviews in Food Science and Food Safety, 12(3), 281- 295. https://doi.org/10.1111/1541-4337.12012.

Shahidi, F and Chandrasekara, A. (2013). Millet grain phenolics and their role in disease risk reduction and health promotion: A review. Journal of Functional Foods, 5(2), 570-581. https://doi.org/10.1016/j.jff.2013.02.004.

Sharma, K. K and Ortiz, R. (2000). Program for the application of genetic transformation for crop improvement in the semi-arid tropics. In Vitro Cellular & Developmental Biology - Plant, 36(2), 83-92. https://doi.org/10.1007/s11627-000-0019-1.

Singh, N. K., Kumar, S., Singh, B. K and Wajidhasan. (2020). Impact of cluster frontline demonstration on yield of chickpea in Nalanda, Bihar. Journal of Agricultural Search, 7(1):44-46. https://doi.org/10.21921/jas.v7i01.17634.

Cite This Article


APA Style

Reddy, K. K. K., Babu, S. L., Sadu, H., Sujatha, R., & Jyothi, G. L. S. (2025). Impact of frontline demonstrations on white jowar variety NTJ-5 in SPSR Nellore district of Andhra Pradesh, India. Madras Agricultural Journal, 112(7–9), 64–69. https://doi.org/10.29321/MAJ.10.TS1216

ACS Style

Reddy, K. K. K.; Babu, S. L.; Sadu, H.; Sujatha, R.; Jyothi, G. L. S. Impact of Frontline Demonstrations on White Jowar Variety NTJ-5 in SPSR Nellore District of Andhra Pradesh, India. Madras Agric. J. 2025, 112 (7–9), 64–69. https://doi.org/10.29321/MAJ.10.TS1216.

AMA Style

Reddy KKK, Babu SL, Sadu H, Sujatha R, Jyothi GLS. Impact of frontline demonstrations on white jowar variety NTJ-5 in SPSR Nellore district of Andhra Pradesh, India. Madras Agric J.. 2025;112(7-9):64-69. doi:10.29321/MAJ.10.TS1216

Author Information


K. Kiran Kumar Reddy


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