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NASA衛星で世界の灌漑用水路の大部分を監視可能、研究で判明(NASA satellite can monitor most of world’s irrigation canals, study finds)

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20206-09-30 ワシントン大学(UW)

ワシントン大学(UW)の研究チームは、NASAなどが運用する衛星「SWOT(Surface Water and Ocean Topography)」を使って、これまで衛星観測が難しいと考えられていた農業用灌漑水路の水位や流れを広域監視できることを示した。アジア22か国の約80万kmの水路を解析した結果、37.5%を高信頼度、46.9%を中程度の信頼度で観測可能と評価し、合計84.4%が実用的な監視対象となり得た。研究では、機械学習などで世界の灌漑水路約380万kmを地図化したGRAINデータとSWOTのレーダー観測を組み合わせた。今後、水路ごとの水量不足や滞留を把握し、干ばつ対策、灌漑管理、作付け判断、食料安全保障に活用することが期待される。一方、周囲の植生が濃い水路では観測精度が低下するなどの課題も残る。

NASA衛星で世界の灌漑用水路の大部分を監視可能、研究で判明(NASA satellite can monitor most of world’s irrigation canals, study finds)

Irrigation canals, like this one in Bangladesh, supply vast amounts of water to farmland around the world. A new study from the UW shows that a NASA satellite originally built to monitor oceans and other large bodies of water can also track the ebb and flow of water through hundreds of thousands of kilometers of canals in Asia. Photo: Faisal Hossain

<関連情報>

地表水・海洋地形(SWOT)衛星ミッションは、灌漑用水路をどの程度正確に観測できるのか? How Well Can the Surface Water and Ocean Topography (SWOT) Satellite Mission Observe Irrigation Canals?

Mridul Sharma, Faisal Hossain, Sarath Suresh, Tamlin Pavelsky, Sanchit Minocha, Shahzaib Khan

Geophysical Research Letters  Published: 30 September 2026

DOI:https://doi.org/10.1029/2026GL124090

Abstract

The capability of the Surface Water and Ocean Topography (SWOT) satellite for observing irrigation canals has remained relatively unexplored. Here, we assess SWOT observability of irrigation canal networks across 22 Asian countries using a new confidence level (CL) metric. Validation against in situ gauge observations showed that higher CL corresponds to significantly lower water-level retrieval error. Of approximately 795,110 km of canals analyzed, 37.5% (297,799 km) show high confidence, 46.9% (373,035 km) moderate confidence, and 15.6% (124,276 km) low confidence of observability. Observability is highest in the Indus Basin, Indo-Gangetic Plain, Bangladesh delta, North China Plain, and parts of Myanmar, the Philippines, Nepal, and the Mekong delta, and lowest across parts of Central Asia. Our analysis indicates SWOT can meaningfully support irrigation canal water monitoring across much of Asia’s most intensively irrigated regions and around the world.

1203農業土木
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