6 extractive question-and-answer pairs built from Agroforestry based farming system for boosting farmers’ income | Indian Farming, published by epubs.icar.org.in. Source-evidenced topics include agroforestry, integrated farming systems (ifs), climate change, resource degradation, food security, soil fertility, biodiversity, sustainable models. 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, 1 summary. 6 of the 6 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 six question-and-answer pairs focused on agroforestry and integrated farming systems (IFS) in Indian agriculture, sourced from Indian Farming journal. The questions explore ecological resilience, adaptability, benefits, threats, challenges, and components of conservation-focused farming systems. Answers highlight the role of agroforestry in reducing external input dependence, mitigating climate risks, and fostering biodiversity. The dataset emphasizes the adaptability and economic viability of these systems across various agro-climatic zones.
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df = desidata.load("epubs-icar-org-in-e849fb95e53cfcf0da810a688f5ef3e5")
df.head()First 6 of 6 rows
| question | answer | context | answer_start | question_type | knowledge_quality_score | source_document | source_quote | source_page | source_location | confidence | validation_status |
|---|---|---|---|---|---|---|---|---|---|---|---|
| How do agroforestry systems contribute to ecological resilience? | reduces dependence on external inputs, mitigates climate risks, and fosters ecological resilience | Indian agriculture has evolved significantly, but unsustainable practices (intensive cultivation, mono-cropping, high external input uses, over exploitation of natural resources) threaten long-term productivity and environmental health. Conservation-focused integrated farming systems (IFS) and agroforestry are pivotal for addressing challenges like climate change, resource degradation,and food security. By integrating trees, crops, and livestock, these systems enhance soil fertility, sequester carbon, and promote biodiversity while diversifying farmers' income. Examples from various agro-climatic zones illustrate their adaptability and economic viability. Agroforestry reduces dependence on external inputs, mitigates climate risks, and fosters ecological resilience. | 677 | relationship | 0.970 | https://epubs.icar.org.in/index.php/IndFarm/article/view/165701 | Agroforestry reduces dependence on external inputs, mitigates climate risks, and fosters ecological resilience. | p[0] | 0.700 | valid | |
| What do examples from various agro-climatic zones illustrate about integrated farming systems? | their adaptability and economic viability | Indian agriculture has evolved significantly, but unsustainable practices (intensive cultivation, mono-cropping, high external input uses, over exploitation of natural resources) threaten long-term productivity and environmental health. Conservation-focused integrated farming systems (IFS) and agroforestry are pivotal for addressing challenges like climate change, resource degradation,and food security. By integrating trees, crops, and livestock, these systems enhance soil fertility, sequester carbon, and promote biodiversity while diversifying farmers' income. Examples from various agro-climatic zones illustrate their adaptability and economic viability. Agroforestry reduces dependence on external inputs, mitigates climate risks, and fosters ecological resilience. | 621 | summary | 0.970 | https://epubs.icar.org.in/index.php/IndFarm/article/view/165701 | Examples from various agro-climatic zones illustrate their adaptability and economic viability. | p[0] | 0.700 | valid | |
| What are the benefits of conservation-focused integrated farming systems? | enhance soil fertility, sequester carbon, and promote biodiversity while diversifying farmers' income | Indian agriculture has evolved significantly, but unsustainable practices (intensive cultivation, mono-cropping, high external input uses, over exploitation of natural resources) threaten long-term productivity and environmental health. Conservation-focused integrated farming systems (IFS) and agroforestry are pivotal for addressing challenges like climate change, resource degradation,and food security. By integrating trees, crops, and livestock, these systems enhance soil fertility, sequester carbon, and promote biodiversity while diversifying farmers' income. Examples from various agro-climatic zones illustrate their adaptability and economic viability. Agroforestry reduces dependence on external inputs, mitigates climate risks, and fosters ecological resilience. | 465 | list | 0.820 | https://epubs.icar.org.in/index.php/IndFarm/article/view/165701 | By integrating trees, crops, and livestock, these systems enhance soil fertility, sequester carbon, and promote biodiversity while diversifying farmers' income. | p[0] | |||
| What threats to Indian agriculture are posed by unsustainable practices? | intensive cultivation, mono-cropping, high external input uses, over exploitation of natural resources | Indian agriculture has evolved significantly, but unsustainable practices (intensive cultivation, mono-cropping, high external input uses, over exploitation of natural resources) threaten long-term productivity and environmental health. Conservation-focused integrated farming systems (IFS) and agroforestry are pivotal for addressing challenges like climate change, resource degradation,and food security. By integrating trees, crops, and livestock, these systems enhance soil fertility, sequester carbon, and promote biodiversity while diversifying farmers' income. Examples from various agro-climatic zones illustrate their adaptability and economic viability. Agroforestry reduces dependence on external inputs, mitigates climate risks, and fosters ecological resilience. | 75 | list | 0.820 | https://epubs.icar.org.in/index.php/IndFarm/article/view/165701 | Indian agriculture has evolved significantly, but unsustainable practices (intensive cultivation, mono-cropping, high external input uses, over exploitation of natural resources) threaten long-term productivity and environmental health. | ||||
| What challenges can integrated farming systems address? | climate change, resource degradation,and food security | Indian agriculture has evolved significantly, but unsustainable practices (intensive cultivation, mono-cropping, high external input uses, over exploitation of natural resources) threaten long-term productivity and environmental health. Conservation-focused integrated farming systems (IFS) and agroforestry are pivotal for addressing challenges like climate change, resource degradation,and food security. By integrating trees, crops, and livestock, these systems enhance soil fertility, sequester carbon, and promote biodiversity while diversifying farmers' income. Examples from various agro-climatic zones illustrate their adaptability and economic viability. Agroforestry reduces dependence on external inputs, mitigates climate risks, and fosters ecological resilience. | 351 | list | 0.780 | https://epubs.icar.org.in/index.php/IndFarm/article/view/165701 | Conservation-focused integrated farming systems (IFS) and agroforestry are pivotal for addressing challenges like climate change, resource degradation,and food security. | p[0] | 0.700 | ||
| What components are integrated in conservation-focused farming systems? | trees, crops, and livestock | Indian agriculture has evolved significantly, but unsustainable practices (intensive cultivation, mono-cropping, high external input uses, over exploitation of natural resources) threaten long-term productivity and environmental health. Conservation-focused integrated farming systems (IFS) and agroforestry are pivotal for addressing challenges like climate change, resource degradation,and food security. By integrating trees, crops, and livestock, these systems enhance soil fertility, sequester carbon, and promote biodiversity while diversifying farmers' income. Examples from various agro-climatic zones illustrate their adaptability and economic viability. Agroforestry reduces dependence on external inputs, mitigates climate risks, and fosters ecological resilience. | 422 | list | 0.740 | https://epubs.icar.org.in/index.php/IndFarm/article/view/165701 | By integrating trees, crops, and livestock, these systems enhance soil fertility, sequester carbon, and promote biodiversity while diversifying farmers' income. | p[0] | 0.700 | valid |
Read straight from the file — download or use the API URL for the full dataset.
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