5 extractive question-and-answer pairs built from Advanced seed multiplication and planting techniques for sustainable sugarcane, published by epubs.icar.org.in. Source-evidenced topics include sugarcane, seed multiplication, planting techniques, sustainable sugarcane, tissue culture, bud chip, cane node, spaced transplanting. 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: 5 list. 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 compiles five question-and-answer pairs focused on advanced methods for sugarcane cultivation, sourced from epubs.icar.org.in. It highlights techniques like tissue culture, bud chip, cane node, and spaced transplanting, which address challenges in conventional propagation such as bulkiness, cost, and disease transmission. Improved planting methods, including trench, FIRB, and ring pit techniques, are also discussed, aiming to enhance productivity, resource efficiency, mechanization, and sustainability. Each answer is directly quoted from the source material, ensuring traceability.
Use the API URL with your free DD token in notebooks, scripts, and pipelines.
https://www.desidata.in/api/datasets/epubs-icar-org-in-55833159aa246f2886c2a4cf72078e3f/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-55833159aa246f2886c2a4cf72078e3f")
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 are some advanced seed multiplication methods for sugarcane cultivation? | tissue culture, bud chip, cane node, and spaced transplanting | Sugarcane is an important industrial crop for sugar and ethanol production, but its conventional propagation through three-bud setts is bulky, costly, and prone to disease transmission. Advanced seed multiplication methods such as tissue culture, bud chip, cane node, and spaced transplanting address these challenges by reducing seed requirement, ensuring disease-free planting material, and enhancing rapid varietal replacement. Combined with improved planting techniques like trench, FIRB, and ring pit method, these innovations increase productivity, resource efficiency, mechanization, and sustainability in sugarcane cultivation. | 231 | list | 0.820 | https://epubs.icar.org.in/index.php/IndFarm/article/view/173383 | Advanced seed multiplication methods such as tissue culture, bud chip, cane node, and spaced transplanting address these challenges by reducing seed requirement, ensuring disease-free planting material, and enhancing rapid varietal replacement. | p[0] | 0.700 | valid | |
| What are the challenges associated with conventional sugarcane propagation? | bulky, costly, and prone to disease transmission | Sugarcane is an important industrial crop for sugar and ethanol production, but its conventional propagation through three-bud setts is bulky, costly, and prone to disease transmission. Advanced seed multiplication methods such as tissue culture, bud chip, cane node, and spaced transplanting address these challenges by reducing seed requirement, ensuring disease-free planting material, and enhancing rapid varietal replacement. Combined with improved planting techniques like trench, FIRB, and ring pit method, these innovations increase productivity, resource efficiency, mechanization, and sustainability in sugarcane cultivation. | 136 | list | 0.820 | https://epubs.icar.org.in/index.php/IndFarm/article/view/173383 | Sugarcane is an important industrial crop for sugar and ethanol production, but its conventional propagation through three-bud setts is bulky, costly, and prone to disease transmission. | p[0] | 0.700 | valid | |
| What benefits do advanced seed multiplication methods provide for sugarcane cultivation? | reducing seed requirement, ensuring disease-free planting material, and enhancing rapid varietal replacement | Sugarcane is an important industrial crop for sugar and ethanol production, but its conventional propagation through three-bud setts is bulky, costly, and prone to disease transmission. Advanced seed multiplication methods such as tissue culture, bud chip, cane node, and spaced transplanting address these challenges by reducing seed requirement, ensuring disease-free planting material, and enhancing rapid varietal replacement. Combined with improved planting techniques like trench, FIRB, and ring pit method, these innovations increase productivity, resource efficiency, mechanization, and sustainability in sugarcane cultivation. | 321 | list | 0.820 | https://epubs.icar.org.in/index.php/IndFarm/article/view/173383 | Advanced seed multiplication methods such as tissue culture, bud chip, cane node, and spaced transplanting address these challenges by reducing seed requirement, ensuring disease-free planting material, and enhancing rapid varietal replacement. | p[0] | 0.700 | ||
| What improved planting techniques are mentioned for sugarcane cultivation? | trench, FIRB, and ring pit method | Sugarcane is an important industrial crop for sugar and ethanol production, but its conventional propagation through three-bud setts is bulky, costly, and prone to disease transmission. Advanced seed multiplication methods such as tissue culture, bud chip, cane node, and spaced transplanting address these challenges by reducing seed requirement, ensuring disease-free planting material, and enhancing rapid varietal replacement. Combined with improved planting techniques like trench, FIRB, and ring pit method, these innovations increase productivity, resource efficiency, mechanization, and sustainability in sugarcane cultivation. | 479 | list | 0.820 | https://epubs.icar.org.in/index.php/IndFarm/article/view/173383 | Combined with improved planting techniques like trench, FIRB, and ring pit method, these innovations increase productivity, resource efficiency, mechanization, and sustainability in sugarcane cultivation. | p[0] | 0.700 | valid | |
| What outcomes do innovations in sugarcane cultivation aim to achieve? | increase productivity, resource efficiency, mechanization, and sustainability | Sugarcane is an important industrial crop for sugar and ethanol production, but its conventional propagation through three-bud setts is bulky, costly, and prone to disease transmission. Advanced seed multiplication methods such as tissue culture, bud chip, cane node, and spaced transplanting address these challenges by reducing seed requirement, ensuring disease-free planting material, and enhancing rapid varietal replacement. Combined with improved planting techniques like trench, FIRB, and ring pit method, these innovations increase productivity, resource efficiency, mechanization, and sustainability in sugarcane cultivation. | 532 | list | 0.820 | https://epubs.icar.org.in/index.php/IndFarm/article/view/173383 | Combined with improved planting techniques like trench, FIRB, and ring pit method, these innovations increase productivity, resource efficiency, mechanization, and sustainability in sugarcane cultivation. | p[0] | 0.700 | valid |
Read straight from the file — download or use the API URL for the full dataset.
| valid |