9 extractive question-and-answer pairs built from Agricultural sustainability in Karnataka: Application of Sustainable Livelihood Security Index | The Indian Journal of Agricultural Sciences, published by epubs.icar.org.in. Source-evidenced topics include agricultural sustainability, karnataka, sustainable livelihood security index (slsi), ecological security, economic efficiency, social equity index, southern districts, northern districts. Every answer is a verbatim span of text the source prints, and each row carries the passage it sits in, its offset in that passage, the source quote, the page and the location in the document, so any row can be checked against the original. Question types in the export: 6 list, 1 definition, 1 factual, 1 summary. 8 of the 9 pairs (88.9%) ask explanatory questions; the remaining 1 are factual or table-based questions. 100.00% of rows pass the corpus quality gate.
This dataset contains nine question-and-answer pairs derived from a study on agricultural sustainability in Karnataka during 2021–22, using the Sustainable Livelihood Security Index (SLSI). The study evaluates ecological security, economic efficiency, and social equity across districts. It highlights disparities between northern and southern districts, with Belagavi and Kalburgi performing better in economic efficiency and social equity, while some southern districts show lower ecological security. Recommendations include afforestation and sustainable agricultural practices to improve ecological and economic conditions.
Browse more agriculture datasets, including other records from the same source when available.
Explore Agriculture datasetsAgronomic zinc biofortification of potato (Solanum tuberosum) through soil and foliar zinc sulphate application in Rajasthan | The Indian Journal of Agricultural Sciences - Question and Answer Dataset
Agriculture · 6 rows
Assessment on therapeutic value and diversity analysis in traditional rice (Oryza sativa) landraces of Tamil Nadu | The Indian Journal of Agricultural Sciences - Question and Answer Dataset
Agriculture · 13 rows
Assessment of avoidable yield losses due to insect pests and diseases in wheat (Triticum aestivum) | The Indian Journal of Agricultural Sciences - Question and Answer Dataset
Agriculture · 12 rows
Bhat (Black soybean):A sustainable choice for hill farming | Indian Farming - Question and Answer Dataset
Health · 6 rows
ICAR Annual Report 2023-24 - Question and Answer
Agriculture · 590 rows
ICAR Annual Report 2023-24 — Question and Answer Dataset
Agriculture · 590 rows
Bio-smart technologies for increasing shelf life and postharvest disease management in fruits for distant and export markets | Indian Horticulture - Question and Answer Dataset
Agriculture · 5 rows
Agricultural growth and its impact on gross state value added: An econometric analysis of major crop sectors in Haryana | The Indian Journal of Agricultural Sciences - Question and Answer Dataset
Agriculture · 9 rows
Use the API URL with your free DD token in notebooks, scripts, and pipelines.
https://www.desidata.in/api/datasets/epubs-icar-org-in-a95aee86d27b42c06f6a8610129e9a50/downloadDataset downloads are free. For Python or API downloads, sign in once and create a free DD token; set it as DD_TOKEN or save it in your notebook's secrets. Requests are linked to your account so your download history and counts stay accurate.
# One-time install: pip install desidata
# Set DD_TOKEN in your environment first (create a free token in Profile & settings).
import desidata
df = desidata.load("epubs-icar-org-in-a95aee86d27b42c06f6a8610129e9a50")
df.head()First 9 of 9 rows
| question | answer | context | answer_start | question_type | knowledge_quality_score | source_document | source_quote | source_page | source_location | confidence | validation_status |
|---|---|---|---|---|---|---|---|---|---|---|---|
| What is present study? | carried out in Karnataka state to assess the relative agricultural sustainability status ofKarnataka during the year 2021–22 using Sustainable Livelihood Security Index (SLSI) | The present study was carried out in Karnataka state to assess the relative agricultural sustainability status ofKarnataka during the year 2021–22 using Sustainable Livelihood Security Index (SLSI). Three indicators, viz.Ecological Security, Economic Efficiency and Social Equity Index were used. | 22 | definition | 0.980 | https://epubs.icar.org.in/index.php/IJAgS/article/view/102878 | The present study was carried out in Karnataka state to assess the relative agricultural sustainability status ofKarnataka during the year 2021–22 using Sustainable Livelihood Security Index (SLSI). | p[0] | 0.850 | valid | |
| What steps are suggested to achieve ecological sustainability in districts with poor ecological security? | enhance forest cover through afforestation | In economic efficiency and social equity indicator also, majority of the Northern districts lagged behind compared to southern districts while Belagavi and Kalburgi districts have shown better performance compared to rest of the districts in the state. Adoption of sustainable agricultural practices such as judicial use of fertilizers and plant protection chemicals, efficient water use techniques (drip and sprinkler irrigation), use of organic manures and diversification of farm activities would help in sustainable agricultural development. To achieve ecological sustainability, steps need to be taken to enhance forest cover through afforestation especially in the districts which have poor ecological security. | 610 | summary | 0.970 | https://epubs.icar.org.in/index.php/IJAgS/article/view/102878 | To achieve ecological sustainability, steps need to be taken to enhance forest cover through afforestation especially in the districts which have poor ecological security. | p[0] | 0.700 | valid | |
| What agricultural practices are recommended for sustainable agricultural development? | judicial use of fertilizers and plant protection chemicals, efficient water use techniques (drip and sprinkler irrigation), use of organic manures and diversification of farm activities | In economic efficiency and social equity indicator also, majority of the Northern districts lagged behind compared to southern districts while Belagavi and Kalburgi districts have shown better performance compared to rest of the districts in the state. Adoption of sustainable agricultural practices such as judicial use of fertilizers and plant protection chemicals, efficient water use techniques (drip and sprinkler irrigation), use of organic manures and diversification of farm activities would help in sustainable agricultural development. To achieve ecological sustainability, steps need to be taken to enhance forest cover through afforestation especially in the districts which have poor ecological security. | 308 | list | 0.820 | https://epubs.icar.org.in/index.php/IJAgS/article/view/102878 | Adoption of sustainable agricultural practices such as judicial use of fertilizers and plant protection chemicals, efficient water use techniques (drip and sprinkler irrigation), use of organic manures and diversification of farm activities would help in sustainable agricultural development. | ||||
| What measures are needed to improve economic efficiency in districts with poor performance? | enhance the crop yield, encourage dairy farming and improve work force participation through training and skill development | Further, there is a need to enhance the crop yield, encourage dairy farming and improve work force participation through training and skill development in the districts with poor economic efficiency. Ashish Prakash, Singh H N and Vijay Kumar Pal. 2019. Sustainable livelihood security in Uttarakhand state: A micro economic evidence of district level analysis. Pantnagar Journal of Research 17(2): 114–19. Bharti D K and Sen C. 1997. Agricultural sustainability in Bihar: An evaluation of relative status of different districts. Journal of Agriculture Development and Policy 9(02): 1–13. Deshmukh M S and Digvijay R P. 2020. Economic analysis of agricultural sustainability in Satara district of Maharashtra. Agriculture Situation in India 77(3): 10–20. Devi L G. 2018. Sustainability of rice farming in hilly region of Manipur: A district level analysis. | 28 | list | 0.820 | https://epubs.icar.org.in/index.php/IJAgS/article/view/102878 | Further, there is a need to enhance the crop yield, encourage dairy farming and improve work force participation through training and skill development in the districts with poor economic efficiency. | ||||
| Which Southern districts in Karnataka were noted for low levels of ecological security? | Bengaluru (U), Bengaluru (R), Chikkaballapur, Kolar and Ramanagara | The present study was carried out in Karnataka state to assess the relative agricultural sustainability status ofKarnataka during the year 2021–22 using Sustainable Livelihood Security Index (SLSI). Three indicators, viz.Ecological Security, Economic Efficiency and Social Equity Index were used. The results of the study show that inKarnataka better conditions for sustainable agriculture exist in majority of the Southern districts. few Northern districts, viz. Belagavi, Raichur, Bagalkote and Ballari have better level of ecological security and some Southern districts Bengaluru (U), Bengaluru (R), Chikkaballapur, Kolar and Ramanagara have low level of ecological security. | 574 | list | 0.820 | https://epubs.icar.org.in/index.php/IJAgS/article/view/102878 | Belagavi, Raichur, Bagalkote and Ballari have better level of ecological security and some Southern districts Bengaluru (U), Bengaluru (R), Chikkaballapur, Kolar and Ramanagara have low level of ecological security. | p[0] | 0.700 | valid | |
| Which districts in Karnataka were identified as having better ecological security? | Belagavi, Raichur, Bagalkote and Ballari | The present study was carried out in Karnataka state to assess the relative agricultural sustainability status ofKarnataka during the year 2021–22 using Sustainable Livelihood Security Index (SLSI). Three indicators, viz.Ecological Security, Economic Efficiency and Social Equity Index were used. The results of the study show that inKarnataka better conditions for sustainable agriculture exist in majority of the Southern districts. few Northern districts, viz. Belagavi, Raichur, Bagalkote and Ballari have better level of ecological security and some Southern districts Bengaluru (U), Bengaluru (R), Chikkaballapur, Kolar and Ramanagara have low level of ecological security. | 464 | list | 0.820 | https://epubs.icar.org.in/index.php/IJAgS/article/view/102878 | few Northern districts, viz. Belagavi, Raichur, Bagalkote and Ballari have better level of ecological security and some Southern districts Bengaluru (U), Bengaluru (R), Chikkaballapur, Kolar and Ramanagara have low level of ecological security. | p[0] | 0.700 | valid | |
| Which indicators were used to assess agricultural sustainability in Karnataka during 2021–22? | Ecological Security, Economic Efficiency and Social Equity Index | The present study was carried out in Karnataka state to assess the relative agricultural sustainability status ofKarnataka during the year 2021–22 using Sustainable Livelihood Security Index (SLSI). Three indicators, viz.Ecological Security, Economic Efficiency and Social Equity Index were used. The results of the study show that inKarnataka better conditions for sustainable agriculture exist in majority of the Southern districts. few Northern districts, viz. Belagavi, Raichur, Bagalkote and Ballari have better level of ecological security and some Southern districts Bengaluru (U), Bengaluru (R), Chikkaballapur, Kolar and Ramanagara have low level of ecological security. | 221 | list | 0.820 | https://epubs.icar.org.in/index.php/IJAgS/article/view/102878 | Three indicators, viz.Ecological Security, Economic Efficiency and Social Equity Index were used. | p[0] | 0.700 | valid | |
| Which districts in Karnataka performed better in economic efficiency and social equity compared to others? | Belagavi and Kalburgi | In economic efficiency and social equity indicator also, majority of the Northern districts lagged behind compared to southern districts while Belagavi and Kalburgi districts have shown better performance compared to rest of the districts in the state. Adoption of sustainable agricultural practices such as judicial use of fertilizers and plant protection chemicals, efficient water use techniques (drip and sprinkler irrigation), use of organic manures and diversification of farm activities would help in sustainable agricultural development. To achieve ecological sustainability, steps need to be taken to enhance forest cover through afforestation especially in the districts which have poor ecological security. | 143 | list | 0.740 | https://epubs.icar.org.in/index.php/IJAgS/article/view/102878 | In economic efficiency and social equity indicator also, majority of the Northern districts lagged behind compared to southern districts while Belagavi and Kalburgi districts have shown better performance compared to rest of the districts in the state. | p[0] | |||
| Which organization holds the copyright for articles published in The Indian Journal of Agricultural Sciences? | Indian Council of Agricultural Research | This work is licensed under aCreative Commons Attribution-NonCommercial-ShareAlike 4. International License. The copyright of the articles published inThe Indian Journal of Agricultural Sciencesis vested with the Indian Council of Agricultural Research, which reserves the right to enter into any agreement with any organization in India or abroad, for reprography, photocopying, storage and dissemination of information. The Council has no objection to using the material, provided the information is not being utilized for commercial purposes and wherever the information is being used, proper credit is given to ICAR. Print ISSN:0019-5022Online ISSN:2394-3319NAAS Rating (2026):6.7WoS Impact Factor (June 2026):0. Indexedin Elsevier Scopus, Clarivate Analytics ESCI, DOAJ.Plagiarism checkby iThenticate.The work is licensed underAttribution-NonCommercial-NoDerivatives 4. | 213 | factual | 0.570 | https://epubs.icar.org.in/index.php/IJAgS/article/view/102878 | The copyright of the articles published inThe Indian Journal of Agricultural Sciencesis vested with the Indian Council of Agricultural Research, which reserves the right to enter into any agreement with any organization in India or abroad, for reprography, photocopying, storage and dissemination of information. |
Read straight from the file — download or use the API URL for the full dataset.
| p[0] |
| 0.700 |
| valid |
| p[0] |
| 0.700 |
| valid |
| 0.700 |
| valid |
| p[10] |
| 0.700 |
| valid |