5 extractive question-and-answer pairs built from Bio-smart technologies for increasing shelf life and postharvest disease management in fruits for distant and export markets | Indian Horticulture, published by epubs.icar.org.in. Source-evidenced topics include bio-smart technologies, shelf life, postharvest disease management, fruits, export markets, postharvest management, fruit quality, anthracnose. 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: 4 list, 1 relationship. 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 focused on bio-smart technologies for extending shelf life and managing postharvest diseases in fruits, particularly for export markets. The data is sourced from Indian Horticulture and highlights eco-friendly alternatives to conventional chemical treatments. Questions address the benefits, examples, and challenges of these technologies, as well as common postharvest diseases affecting fruits. The answers are extracted directly from the source material, ensuring accuracy and traceability.
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# 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-20533243b96e64fa06a2884a14722b7e")
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|
| How do bio-smart interventions help in maintaining fruit freshness? | prolong shelf life and reduce postharvest diseases | These approaches for shelf life extension and maintaining fruit freshness not only prolong shelf life and reduce postharvest diseases but also ensure compliance with international quality standards. Adoption of these bio-smart interventionscan play a pivotal role in reducing postharvest losses, enhancing fruit quality for consumer acceptability, and improving the export competitiveness of Indian fruits globally. | 83 | relationship | 0.970 | https://epubs.icar.org.in/index.php/IndHort/article/view/177211 | These approaches for shelf life extension and maintaining fruit freshness not only prolong shelf life and reduce postharvest diseases but also ensure compliance with international quality standards. | p[0] | 0.700 | valid | |
| What are some examples of bio-smart technologies used in postharvest management? | secondary metabolite-based formulations, bio-control agents, organic-based fruit coatings, edible films, plant-based extracts, ethylene control mechanisms, and temperature and relative humidity alterations | Postharvest management is critical for ensuring fruit quality, especially when targeting distant and export markets where prolonged storage and transit pose major challenges. Fruits are highly perishable, and postharvest diseases such as anthracnose, stem-end rot, and sooty mould often cause significant economic losses. Conventional chemical treatments, though effective, raise concernsregarding food safety, residue levels, and environmental sustainability. Bio-smart technologies have emerged as promising alternatives by utilizing natural and ecofriendly interventions. These include secondary metabolite-based formulations, bio-control agents, organic-based fruit coatings, edible films, plant-based extracts, ethylene control mechanisms, and temperature and relative humidity alterations. | 589 | list | 0.820 | https://epubs.icar.org.in/index.php/IndHort/article/view/177211 | These include secondary metabolite-based formulations, bio-control agents, organic-based fruit coatings, edible films, plant-based extracts, ethylene control mechanisms, and temperature and relative humidity alterations. | ||||
| What benefits do bio-smart interventions provide for Indian fruits? | reducing postharvest losses, enhancing fruit quality for consumer acceptability, and improving the export competitiveness of Indian fruits globally | These approaches for shelf life extension and maintaining fruit freshness not only prolong shelf life and reduce postharvest diseases but also ensure compliance with international quality standards. Adoption of these bio-smart interventionscan play a pivotal role in reducing postharvest losses, enhancing fruit quality for consumer acceptability, and improving the export competitiveness of Indian fruits globally. | 267 | list | 0.820 | https://epubs.icar.org.in/index.php/IndHort/article/view/177211 | Adoption of these bio-smart interventionscan play a pivotal role in reducing postharvest losses, enhancing fruit quality for consumer acceptability, and improving the export competitiveness of Indian fruits globally. | p[0] | 0.700 | valid | |
| What concerns are raised by conventional chemical treatments in postharvest management? | food safety, residue levels, and environmental sustainability | Postharvest management is critical for ensuring fruit quality, especially when targeting distant and export markets where prolonged storage and transit pose major challenges. Fruits are highly perishable, and postharvest diseases such as anthracnose, stem-end rot, and sooty mould often cause significant economic losses. Conventional chemical treatments, though effective, raise concernsregarding food safety, residue levels, and environmental sustainability. Bio-smart technologies have emerged as promising alternatives by utilizing natural and ecofriendly interventions. These include secondary metabolite-based formulations, bio-control agents, organic-based fruit coatings, edible films, plant-based extracts, ethylene control mechanisms, and temperature and relative humidity alterations. | 398 | list | 0.820 | https://epubs.icar.org.in/index.php/IndHort/article/view/177211 | Conventional chemical treatments, though effective, raise concernsregarding food safety, residue levels, and environmental sustainability. | p[0] | 0.700 | ||
| What diseases are commonly associated with postharvest losses in fruits? | anthracnose, stem-end rot, and sooty mould | Postharvest management is critical for ensuring fruit quality, especially when targeting distant and export markets where prolonged storage and transit pose major challenges. Fruits are highly perishable, and postharvest diseases such as anthracnose, stem-end rot, and sooty mould often cause significant economic losses. Conventional chemical treatments, though effective, raise concernsregarding food safety, residue levels, and environmental sustainability. Bio-smart technologies have emerged as promising alternatives by utilizing natural and ecofriendly interventions. These include secondary metabolite-based formulations, bio-control agents, organic-based fruit coatings, edible films, plant-based extracts, ethylene control mechanisms, and temperature and relative humidity alterations. | 238 | list | 0.820 | https://epubs.icar.org.in/index.php/IndHort/article/view/177211 | Fruits are highly perishable, and postharvest diseases such as anthracnose, stem-end rot, and sooty mould often cause significant economic losses. | p[0] | 0.700 |
Read straight from the file — download or use the API URL for the full dataset.
| p[0] |
| 0.700 |
| valid |
| valid |
| valid |