6 extractive question-and-answer pairs built from Agromet advisory services for managing extreme weather events in dryland regions, published by epubs.icar.org.in. Source-evidenced topics include agromet advisory services, extreme weather events, dryland regions, droughts, heatwaves, erratic rainfall, climate change, agricultural productivity. 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: 3 relationship, 1 definition, 1 list, 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 extractive question-and-answer pairs from a study on agromet advisory services for managing extreme weather events in dryland regions. The questions focus on definitions, relationships, summaries, and lists related to agricultural challenges and solutions in these areas. Key topics include the characteristics of dryland regions, the role of agromet advisories, and the impact of climate change on extreme weather events. The answers are sourced directly from the publication, ensuring alignment with the original text.
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import desidata
df = desidata.load("epubs-icar-org-in-62b874bd967738af1ed5973c2b1e3975")
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|
| What are the key characteristics of dryland regions? | low rainfall and high evaporation rates | Dryland regions, characterized by low rainfall and high evaporation rates, cover approximately 41% of the Earth's land surface and are home to more than two billion people. The vulnerable dryland regions are also exposed to extreme weather events, including droughts, heatwaves, and erratic rainfall, affecting agricultural productivity severely. The increasing frequency and intensity of these events due to climate change have underscored the need for robust systems that can assist farmers in adapting to these challenges. Agrometeorological (agromet) advisory services are critical in mitigating the effects of these weather extremes by providing farmers with timely, location-specific information and recommendations. | 34 | definition | 1.000 | https://epubs.icar.org.in/index.php/IndFarm/article/view/163896 | Dryland regions, characterized by low rainfall and high evaporation rates, cover approximately 41% of the Earth's land surface and are home to more than two billion people. | p[0] | 0.700 | valid | |
| What does the article suggest about the development of agromet advisories? | develop agromet advisories based on nowcasting | This article explores the importance of agromet advisory services in managing extreme weather events in dryland areas, highlights the integration of climate data with farming practices, and discusses strategies to enhance resilience in agricultural systems. The article also highlights the need to develop agromet advisories based on nowcasting. | 298 | relationship | 0.970 | https://epubs.icar.org.in/index.php/IndFarm/article/view/163896 | The article also highlights the need to develop agromet advisories based on nowcasting. | p[0] | 0.700 | valid | |
| Why are agrometeorological advisory services important for farmers in dryland regions? | providing farmers with timely, location-specific information and recommendations | Dryland regions, characterized by low rainfall and high evaporation rates, cover approximately 41% of the Earth's land surface and are home to more than two billion people. The vulnerable dryland regions are also exposed to extreme weather events, including droughts, heatwaves, and erratic rainfall, affecting agricultural productivity severely. The increasing frequency and intensity of these events due to climate change have underscored the need for robust systems that can assist farmers in adapting to these challenges. Agrometeorological (agromet) advisory services are critical in mitigating the effects of these weather extremes by providing farmers with timely, location-specific information and recommendations. | 641 | relationship | 0.970 | https://epubs.icar.org.in/index.php/IndFarm/article/view/163896 | Agrometeorological (agromet) advisory services are critical in mitigating the effects of these weather extremes by providing farmers with timely, location-specific information and recommendations. | p[0] | 0.700 | ||
| What does the article emphasize about agromet advisory services in dryland areas? | the importance of agromet advisory services in managing extreme weather events in dryland areas | This article explores the importance of agromet advisory services in managing extreme weather events in dryland areas, highlights the integration of climate data with farming practices, and discusses strategies to enhance resilience in agricultural systems. The article also highlights the need to develop agromet advisories based on nowcasting. | 22 | summary | 0.970 | https://epubs.icar.org.in/index.php/IndFarm/article/view/163896 | This article explores the importance of agromet advisory services in managing extreme weather events in dryland areas, highlights the integration of climate data with farming practices, and discusses strategies to enhance resilience in agricultural systems. | p[0] | 0.700 | valid | |
| What has increased the frequency and intensity of extreme weather events in dryland regions? | climate change | Dryland regions, characterized by low rainfall and high evaporation rates, cover approximately 41% of the Earth's land surface and are home to more than two billion people. The vulnerable dryland regions are also exposed to extreme weather events, including droughts, heatwaves, and erratic rainfall, affecting agricultural productivity severely. The increasing frequency and intensity of these events due to climate change have underscored the need for robust systems that can assist farmers in adapting to these challenges. Agrometeorological (agromet) advisory services are critical in mitigating the effects of these weather extremes by providing farmers with timely, location-specific information and recommendations. | 409 | relationship | 0.890 | https://epubs.icar.org.in/index.php/IndFarm/article/view/163896 | The increasing frequency and intensity of these events due to climate change have underscored the need for robust systems that can assist farmers in adapting to these challenges. | p[0] | 0.700 | valid | |
| What types of extreme weather events affect dryland regions? | droughts, heatwaves, and erratic rainfall | Dryland regions, characterized by low rainfall and high evaporation rates, cover approximately 41% of the Earth's land surface and are home to more than two billion people. The vulnerable dryland regions are also exposed to extreme weather events, including droughts, heatwaves, and erratic rainfall, affecting agricultural productivity severely. The increasing frequency and intensity of these events due to climate change have underscored the need for robust systems that can assist farmers in adapting to these challenges. Agrometeorological (agromet) advisory services are critical in mitigating the effects of these weather extremes by providing farmers with timely, location-specific information and recommendations. | 258 | list | 0.820 | https://epubs.icar.org.in/index.php/IndFarm/article/view/163896 | The vulnerable dryland regions are also exposed to extreme weather events, including droughts, heatwaves, and erratic rainfall, affecting agricultural productivity severely. | p[0] | 0.700 | valid |
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| valid |