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earth-science
named-entity-recognition
natural-language-processing
agentic-ai
multimodal
scientific-workflows
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On January 15, 2023, display the flooding events in Jakarta.
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{"area": "Jakarta", "date": "2023-01-15", "event_type":"flood"}
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Show images of burn scars in the Colorado Rockies from March 12, 2023.
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{"area": "Colorado Rockies", "date": "2023-03-12","event_type":"burn_scars"}
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Crop types in Sudan as observed on May 20, 2023.
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{"area": "Sudan", "date": "2023-05-20","event_type":"crops"}
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February 8, 2023: Provide satellite imagery of flooding in Miami.
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{"area": "Miami", "date": "2023-02-08","event_type": "flood"}
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Burn scars in Oregon, noted on April 17, 2023.
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{"area": "Oregon", "date": "2023-04-17","event_type":"burn_scars"}
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July 25, 2023: Identify crop types in Northern India.
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{"area": "Northern India", "date": "2023-07-25","event_type":"crops"}
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Flooding in central China on June 30, 2023.
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{"area": "central China", "date": "2023-06-30","event_type":"flood"}
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Satellite images of burn scars in Montana from August 14, 2023.
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{"area": "Montana", "date": "2023-08-14","event_type":"burn_scars"}
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December 5, 2023: Show crop types in Chile.
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{"area": "Chile", "date": "2023-12-05","event_type":"crops"}
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March 22, 2023, highlight flooding events in southern France.
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{"area": "southern France", "date": "2023-03-22","event_type":"flood"}
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On November 10, 2023, find burn scars in Victoria, Australia.
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{"area": "Victoria, Australia", "date": "2023-11-10","event_type":"burn_scars"}
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Crop types in Ukraine, recorded on September 3, 2023.
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{"area": "Ukraine", "date": "2023-09-03","event_type":"crops"}
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October 27, 2023: Flooding in Cairo, Egypt.
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{"area": "Cairo, Egypt", "date": "2023-10-27","event_type":"flood"}
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January 9, 2023: Display burn scars in the Scottish Highlands.
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{"area": "Scottish Highlands", "date": "2023-01-09","event_type":"burn_scars"}
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Crop types in Kansas as of February 16, 2023.
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{"area": "Kansas", "date": "2023-02-16","event_type":"crops"}
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Flooding in Bangladesh on March 5, 2023.
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{"area": "Bangladesh", "date": "2023-03-05","event_type":"flood"}
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April 28, 2023, show burn scars in New Mexico.
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{"area": "New Mexico", "date": "2023-04-28","event_type":"burn_scars"}
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May 15, 2023: Crop types in Brazil.
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{"area": "Brazil", "date": "2023-05-15","event_type":"crops"}
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June 11, 2023: Flooding in Houston, Texas.
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{"area": "Houston, Texas", "date": "2023-06-11","event_type":"flood"}
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September 7, 2023, display burn scars in Arizona.
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{"area": "Arizona", "date": "2023-09-07","event_type":"burn_scars"}
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Crop types in Egypt observed on November 2, 2023.
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{"area": "Egypt", "date": "2023-11-02","event_type":"crops"}
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December 18, 2023: Flooding in Venice.
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{"area": "Venice", "date": "2023-12-18","event_type":"flood"}
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January 22, 2023: Burn scars in British Columbia.
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{"area": "British Columbia", "date": "2023-01-22","event_type":"burn_scars"}
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March 19, 2023: Crop types in Ethiopia.
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{"area": "Ethiopia", "date": "2023-03-19","event_type":"crops"}
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July 14, 2023, flooding in Seoul.
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{"area": "Seoul", "date": "2023-07-14","event_type":"flood"}
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Burn scars in the Amazon rainforest on August 26, 2023.
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{"area": "Amazon rainforest", "date": "2023-08-26","event_type":"burn_scars"}
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October 13, 2023, show crop types in Italy.
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{"area": "Italy", "date": "2023-10-13","event_type":"crops"}
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Flooding in the Netherlands on February 21, 2023.
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{"area": "Netherlands", "date": "2023-02-21","event_type":"flood"}
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On April 4, 2023, display burn scars in California.
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{"area": "California", "date": "2023-04-04","event_type":"burn_scars"}
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Crop types in Morocco as of May 28, 2023.
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{"area": "Morocco", "date": "2023-05-28","event_type":"crops"}
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Flooding in São Paulo on June 19, 2023.
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{"area": "São Paulo", "date": "2023-06-19","event_type":"flood"}
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Satellite imagery of burn scars in Utah from September 9, 2023.
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{"area": "Utah", "date": "2023-09-09","event_type":"burn_scars"}
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November 23, 2023: Crop types in Vietnam.
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{"area": "Vietnam", "date": "2023-11-23","event_type":"crops"}
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December 3, 2023, highlight flooding events in Manila.
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{"area": "Manila", "date": "2023-12-03","event_type":"flood"}
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January 31, 2023: Burn scars in Nevada.
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{"area": "Nevada", "date": "2023-01-31","event_type":"burn_scars"}
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Crop types in Poland, noted on March 24, 2023.
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{"area": "Poland", "date": "2023-03-24","event_type":"crops"}
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Flooding in Malaysia on July 8, 2023.
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{"area": "Malaysia", "date": "2023-07-08","event_type":"flood"}
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Satellite images of burn scars from Siberia on August 17, 2023.
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{"area": "Siberia", "date": "2023-08-17","event_type":"burn_scars"}
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Crop types in Turkey as of October 6, 2023.
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{"area": "Turkey", "date": "2023-10-06","event_type":"crops"}
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November 27, 2023: Flooding in London.
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{"area": "London", "date": "2023-11-27","event_type":"flood"}
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January 16, 2023, show burn scars in Tasmania.
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{"area": "Tasmania", "date": "2023-01-16","event_type":"burn_scars"}
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Crop types in Greece observed on February 25, 2023.
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{"area": "Greece", "date": "2023-02-25","event_type":"crops"}
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On March 10, 2023, find flooding events in New Orleans.
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{"area": "New Orleans", "date": "2023-03-10","event_type":"flood"}
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April 20, 2023: Burn scars in Portugal.
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{"area": "Portugal", "date": "2023-04-20","event_type":"burn_scars"}
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Crop types in South Africa from May 22, 2023.
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{"area": "South Africa", "date": "2023-05-22","event_type":"crops"}
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Flooding in the Philippines on June 28, 2023.
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{"area": "Philippines", "date": "2023-06-28","event_type":"flood"}
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July 12, 2023, display burn scars in South Dakota.
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{"area": "South Dakota", "date": "2023-07-12","event_type":"burn_scars"}
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Crop types in Argentina as of September 15, 2023.
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{"area": "Argentina", "date": "2023-09-15","event_type":"crops"}
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October 31, 2023: Flooding in Berlin.
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{"area": "Berlin", "date": "2023-10-31","event_type":"flood"}
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Satellite imagery of burn scars in New Zealand from December 9, 2023.
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{"area": "New Zealand", "date": "2023-12-09","event_type":"burn_scars"}
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January 4, 2023: Crop types in Japan.
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{"area": "Japan", "date": "2023-01-04","event_type":"crops"}
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March 6, 2023, show flooding in Alabama.
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{"area": "Alabama", "date": "2023-03-06","event_type":"flood"}
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April 29, 2023: Burn scars in the Sahel region.
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{"area": "Sahel region", "date": "2023-04-29","event_type":"burn_scars"}
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Crop types in Belgium noted on May 24, 2023.
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{"area": "Belgium", "date": "2023-05-24","event_type":"crops"}
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Flooding in South Korea on June 15, 2023.
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{"area": "South Korea", "date": "2023-06-15","event_type":"flood"}
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Burn scars in Alaska from July 21, 2023.
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{"area": "Alaska", "date": "2023-07-21","event_type":"burn_scars"}
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Crop types in Romania as of August 30, 2023.
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{"area": "Romania", "date": "2023-08-30","event_type":"crops"}
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September 20, 2023: Flooding in Lima, Peru.
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{"area": "Lima, Peru", "date": "2023-09-20","event_type":"flood"}
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November 5, 2023, display burn scars in the Pyrenees.
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{"area": "Pyrenees", "date": "2023-11-05","event_type":"burn_scars"}
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September 7, 2023, display burn scars in Arizona
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{"area": "Arizona", "date": "2023-09-07","event_type":"burn_scars"}
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Provide the latest imagery of flooding in Houston, Texas, from this past Tuesday. Today is June 4, 2024.
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{"area": "Houston, Texas", "date": "2024-05-28","event_type":"flood"}
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Display satellite images of burn scars in the Alps as of June 2024.
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{"area": "Alps", "date": "2024-06-01","event_type":"burn_scars"}
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Can you show crop types in Vietnam observed last Friday? Today is June 4, 2024.
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{"area": "Vietnam", "date": "2024-05-31","event_type":"crops"}
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Highlight recent flooding events in the UK from this past Spring. Today is June 4, 2024.
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{"area": "UK", "date": "2024-03-01","event_type":"flood"}
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Show images of burn scars in Utah as of the first week of May 2024.
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{"area": "Utah", "date": "2024-05-01","event_type":"burn_scars"}
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Find current crop types in Poland as observed today. Today is June 4, 2024.
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{"area": "Poland", "date": "2024-06-04","event_type":"crops"}
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Display the latest flooding events in Toronto, Canada, from last month. Today is June 4, 2024.
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{"area": "Toronto, Canada", "date": "2024-05-01","event_type":"flood"}
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Show satellite imagery of burn scars in Morocco from this year. Today is June 4, 2024.
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{"area": "Morocco", "date": "2024-01-01","event_type":"burn_scars"}
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Can you find crop types in Kansas as of the last 30 days? Today is June 4, 2024.
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{"area": "Kansas", "date": "2024-05-04","event_type":"crops"}
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Provide images of recent flooding in Cairo, Egypt, from the past week. Today is June 4, 2024.
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{"area": "Cairo, Egypt", "date": "2024-05-28","event_type":"flood"}
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Highlight burn scars in Tasmania as observed last Monday. Today is June 3, 2024.
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{"area": "Tasmania", "date": "2024-05-27","event_type":"burn_scars"}
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Display the most recent crop types in Germany from this Wednesday. Today is June 6, 2024.
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{"area": "Germany", "date": "2024-06-05","event_type":"crops"}
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Show recent flooding in Miami, Florida, as of this April. Today is June 4, 2024.
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{"area": "Miami, Florida", "date": "2024-04-01","event_type":"flood"}
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Find burn scars in the Kalahari Desert from the past three months. Today is June 4, 2024.
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{"area": "Kalahari Desert", "date": "2024-03-04","event_type":"burn_scars"}
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Can you show crop types in the Netherlands observed last weekend? Today is June 4, 2024.
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{"area": "Netherlands", "date": "2024-06-01","event_type":"crops"}
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Highlight flooding events in Lima, Peru, from this Spring. Today is June 4, 2024.
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{"area": "Lima, Peru", "date": "2024-03-01","event_type":"flood"}
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Display current burn scars in South Dakota as of today. Today is June 4, 2024.
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{"area": "South Dakota", "date": "2024-06-04","event_type":"burn_scars"}
|
Show the most recent crop types in Turkey from last Tuesday. Today is June 4, 2024.
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{"area": "Turkey", "date": "2024-05-28","event_type":"crops"}
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Provide satellite images of flooding in Seoul, South Korea, from this month. Today is June 4, 2024.
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{"area": "Seoul, South Korea", "date": "2024-06-01","event_type":"flood"}
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Find burn scars in the Andes Mountains from last season. Today is June 4, 2024.
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{"area": "Andes Mountains", "date": "2024-03-01","event_type":"burn_scars"}
|
Display the latest crop types in Israel observed this Friday. Today is June 4, 2024.
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{"area": "Israel", "date": "2024-05-31","event_type":"crops"}
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Show recent flooding events in Sao Paulo, Brazil, from two weeks ago. Today is June 4, 2024.
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{"area": "Sao Paulo, Brazil", "date": "2024-05-21","event_type":"flood"}
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Highlight burn scars in Montana from May 2024.
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{"area": "Montana", "date": "2024-05-01","event_type":"burn_scars"}
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Can you show crop types in Bulgaria as of this morning? Today is June 4, 2024.
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{"area": "Bulgaria", "date": "2024-06-04","event_type":"crops"}
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Display recent flooding in New York City from the last 48 hours. Today is June 4, 2024.
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{"area": "New York City", "date": "2024-06-02","event_type":"flood"}
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Find the most recent burn scars in Fiji from the past year. Today is June 4, 2024.
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{"area": "Fiji", "date": "2023-06-04","event_type":"burn_scars"}
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Show the current crop types in Cuba as of this quarter. Today is June 4, 2024.
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{"area": "Cuba", "date": "2024-04-01","event_type":"crops"}
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Highlight flooding events in Paris, France, from last weekend. Today is June 4, 2024.
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{"area": "Paris, France", "date": "2024-06-01","event_type":"flood"}
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Display satellite imagery of burn scars in Tasmania from this summer. Today is June 4, 2024.
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{"area": "Tasmania", "date": "2024-06-01","event_type":"burn_scars"}
|
Can you find crop types in Egypt observed last Thursday? Today is June 4, 2024.
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{"area": "Egypt", "date": "2024-05-30","event_type":"crops"}
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Show recent flooding in Beijing, China, from the first week of June 2024.
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{"area": "Beijing, China", "date": "2024-06-01","event_type":"flood"}
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Display burn scars in Nova Scotia from last month. Today is June 4, 2024.
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{"area": "Nova Scotia", "date": "2024-05-01","event_type":"burn_scars"}
|
Highlight crop types in Argentina seen this past weekend. Today is June 4, 2024.
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{"area": "Argentina", "date": "2024-06-01","event_type":"crops"}
|
Find recent flooding events in Dubai from today. Today is June 4, 2024.
|
{"area": "Dubai", "date": "2024-06-04","event_type":"flood"}
|
Show the most recent burn scars in the Pyrenees from this week. Today is June 4, 2024.
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{"area": "Pyrenees", "date": "2024-06-02","event_type":"burn_scars"}
|
Display crop types in South Korea observed yesterday. Today is June 4, 2024.
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{"area": "South Korea", "date": "2024-06-03","event_type":"crops"}
|
Provide images of flooding in Lagos, Nigeria, from the last 72 hours. Today is June 6, 2024.
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{"area": "Lagos, Nigeria", "date": "2024-06-04","event_type":"flood"}
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Show burn scars in the Everglades from last season. Today is June 4, 2024.
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{"area": "Everglades", "date": "2024-03-01","event_type":"burn_scars"}
|
Highlight crop types in Sweden as of the end of May 2024.
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{"area": "Sweden", "date": "2024-05-31","event_type":"crops"}
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Find recent flooding in Venice, Italy, from last Saturday. Today is June 4, 2024.
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{"area": "Venice, Italy", "date": "2024-06-01","event_type":"flood"}
|
End of preview. Expand
in Data Studio
Dataset Summary
Toward Open Earth Science as Fast and Accessible as Natural Language
This dataset was curated to accompany the EO-via-NLP code and the following paper:
Ellis, M., Gurung, I., Ramasubramanian, M., & Ramachandran, R. (2025).
Toward Open Earth Science as Fast and Accessible as Natural Language.
arXiv:2505.15690
Supported Tasks
This dataset was primarily designed for:
- Named Entity Recognition (NER) in earth science contexts.
Languages
- English (
en)
Intended Use
This dataset is intended for:
- Research in agentic AI systems for Earth science,
- Development of natural language interfaces for software and scientific workflows,
- Benchmarking multimodal and task-oriented models in geoscience contexts.
How to Use
See the EO-via-NLP repository.
To simply load it:
from datasets import load_dataset
dataset = load_dataset("nasa-impact/EO-via-NLP")
Dataset Creation
This dataset was curated by the authors of the accompanying paper and EO-via-NLP codebase. All annotations and selections were created by humans.
License
This dataset is licensed under Creative Commons Attribution 4.0 International (CC BY 4.0).
You are free to:
- Share — copy and redistribute the material in any medium or format
- Adapt — remix, transform, and build upon the material for any purpose, even commercially
Attribution is required. Please cite the following work when using this dataset:
Citation
BibTeX
@article{ellis2025oes,
title={Toward Open Earth Science as Fast and Accessible as Natural Language},
author={Ellis, Marquita and Gurung, Iksha and Ramasubramanian, Muthukumaran and Ramachandran, Rahul},
journal={arXiv preprint arXiv:2505.15690},
year={2025},
month={May},
doi={10.48550/arXiv.2505.15690},
url={https://arxiv.org/abs/2505.15690}
}
Please open an issue or discussion on the Hugging Face dataset page, or contact the authors via the corresponding author listed in the paper.
README Attribution
This README was drafted with assistance from Copilot, an AI system based on GPT-4, to ensure clarity, consistency, and alignment with Hugging Face dataset standards.
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