5 extractive question-and-answer pairs built from Agrivoltaics: A promising farming system for the western arid regions of India, published by epubs.icar.org.in. Source-evidenced topics include agrivoltaics, western arid regions, solar energy production, water scarcity, land-use conflicts, climatic extremes, sustainable agriculture, energy security. 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: 2 list, 2 relationship, 1 definition. 5 of the 5 pairs (100.0%) ask explanatory questions; the remaining 0 are factual or table-based questions. 100.00% of rows pass the corpus quality gate.
This dataset contains five question-and-answer pairs about agrivoltaics, a farming system that integrates agriculture with solar energy production. The source material highlights its potential to address challenges such as water scarcity, land-use conflicts, and climatic extremes in India's western arid regions. Agrivoltaics is presented as a solution for sustainable agriculture, energy security, and economic resilience, while aligning with global sustainability goals. The dataset includes explanatory questions and answers derived from a single source document, with verbatim quotes provided for verification.
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import desidata
df = desidata.load("epubs-icar-org-in-776c259b44a1c1b2d41823b640bd400f")
df.head()First 5 of 5 rows
| question | answer | context | answer_start | question_type | knowledge_quality_score | source_document | source_quote | source_page | source_location | confidence | validation_status |
|---|---|---|---|---|---|---|---|---|---|---|---|
| What does agrivoltaics integrate? | agriculture with solar energy production | ‘Agrivoltaics’ integrates agriculture with solar energy production, addressing critical challenges like water scarcity, land-use conflicts, and climatic extremes in arid regions. This system enhances land-use efficiency, mitigates microclimatic stress, and provides dual income through crops and renewable energy. Its relevance lies in fostering sustainable agriculture, energy security, and economic resilience for resource-constrained farmers. Aligning with global sustainability goals, offers a transformative solution to balance food production and energy needs while promoting environmental conservation and rural development. | 26 | definition | 0.980 | https://epubs.icar.org.in/index.php/IndFarm/article/view/165697 | ‘Agrivoltaics’ integrates agriculture with solar energy production, addressing critical challenges like water scarcity, land-use conflicts, and climatic extremes in arid regions. | p[0] | 0.700 | valid | |
| What does agrivoltaics promote alongside balancing food production and energy needs? | environmental conservation and rural development | ‘Agrivoltaics’ integrates agriculture with solar energy production, addressing critical challenges like water scarcity, land-use conflicts, and climatic extremes in arid regions. This system enhances land-use efficiency, mitigates microclimatic stress, and provides dual income through crops and renewable energy. Its relevance lies in fostering sustainable agriculture, energy security, and economic resilience for resource-constrained farmers. Aligning with global sustainability goals, offers a transformative solution to balance food production and energy needs while promoting environmental conservation and rural development. | 582 | relationship | 0.970 | https://epubs.icar.org.in/index.php/IndFarm/article/view/165697 | Aligning with global sustainability goals, offers a transformative solution to balance food production and energy needs while promoting environmental conservation and rural development. | p[0] | 0.700 | valid | |
| What global goals does agrivoltaics align with? | global sustainability goals | ‘Agrivoltaics’ integrates agriculture with solar energy production, addressing critical challenges like water scarcity, land-use conflicts, and climatic extremes in arid regions. This system enhances land-use efficiency, mitigates microclimatic stress, and provides dual income through crops and renewable energy. Its relevance lies in fostering sustainable agriculture, energy security, and economic resilience for resource-constrained farmers. Aligning with global sustainability goals, offers a transformative solution to balance food production and energy needs while promoting environmental conservation and rural development. | 460 | relationship | 0.850 | https://epubs.icar.org.in/index.php/IndFarm/article/view/165697 | Aligning with global sustainability goals, offers a transformative solution to balance food production and energy needs while promoting environmental conservation and rural development. | p[0] | 0.700 | valid | |
| What are the key benefits of agrivoltaics for farmers? | fostering sustainable agriculture, energy security, and economic resilience for resource-constrained farmers | ‘Agrivoltaics’ integrates agriculture with solar energy production, addressing critical challenges like water scarcity, land-use conflicts, and climatic extremes in arid regions. This system enhances land-use efficiency, mitigates microclimatic stress, and provides dual income through crops and renewable energy. Its relevance lies in fostering sustainable agriculture, energy security, and economic resilience for resource-constrained farmers. Aligning with global sustainability goals, offers a transformative solution to balance food production and energy needs while promoting environmental conservation and rural development. | 336 | list | 0.820 | https://epubs.icar.org.in/index.php/IndFarm/article/view/165697 | Its relevance lies in fostering sustainable agriculture, energy security, and economic resilience for resource-constrained farmers. | p[0] | 0.700 | valid | |
| What challenges does agrivoltaics address in arid regions? | water scarcity, land-use conflicts, and climatic extremes | ‘Agrivoltaics’ integrates agriculture with solar energy production, addressing critical challenges like water scarcity, land-use conflicts, and climatic extremes in arid regions. This system enhances land-use efficiency, mitigates microclimatic stress, and provides dual income through crops and renewable energy. Its relevance lies in fostering sustainable agriculture, energy security, and economic resilience for resource-constrained farmers. Aligning with global sustainability goals, offers a transformative solution to balance food production and energy needs while promoting environmental conservation and rural development. | 104 | list | 0.820 | https://epubs.icar.org.in/index.php/IndFarm/article/view/165697 | ‘Agrivoltaics’ integrates agriculture with solar energy production, addressing critical challenges like water scarcity, land-use conflicts, and climatic extremes in arid regions. | p[0] | 0.700 | valid |
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