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衛星データで持続可能な地下水利用を解析(Satellite Data Reveals New Insights into Sustainable Groundwater Usage in the Hollywood Basin)

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2025-12-17 カリフォルニア工科大学(Caltech)

カリフォルニア工科大学(Caltech)の研究チームは、人工衛星データを用いてロサンゼルスのハリウッド盆地における地下水利用の実態を解析し、持続可能な地下水管理に関する新たな知見を示した。研究では、NASAのGRACE衛星データと地盤沈下の観測結果を組み合わせ、地下水汲み上げと地表変動の関係を高精度で評価した。その結果、同地域では地下水の利用と自然回復が比較的良好なバランスを保っており、過剰揚水による深刻な地盤沈下は限定的であることが明らかになった。一方で、降水量の変動や都市需要の増大により、将来的には水資源管理の最適化が不可欠であると指摘している。本研究は、衛星観測を活用した都市部地下水の持続的利用評価の有効性を示し、他地域への応用可能性も示唆している。

衛星データで持続可能な地下水利用を解析(Satellite Data Reveals New Insights into Sustainable Groundwater Usage in the Hollywood Basin)

Location of the study area (black box) with respect to the Los Angeles Central and West Coast Basins and the Santa Ana Coastal Basin. Major faults in this broader area are shown as thick gold lines.Credit: Zheng, Y., & Simons, M. (2025). Integrating long-term InSAR monitoring into local groundwater management: Insights from the Hollywood Basin, California. Water Resources Research, 61, e2024WR039161. https://doi.org/10.1029/2024WR039161

<関連情報>

長期InSARモニタリングを地域地下水管理に統合する:カリフォルニア州ハリウッド盆地からの洞察 Integrating Long-Term InSAR Monitoring Into Local Groundwater Management: Insights From the Hollywood Basin, California

Yujie Zheng, Mark Simons

Water Resources Research  Published: 05 November 2025

DOI:https://doi.org/10.1029/2024WR039161

Abstract

We demonstrate the effectiveness of long-term continuous interferometric Synthetic Aperture Radar (InSAR) monitoring for local resource management. Sustainable yield is a key concept in groundwater management to ensure sustainable, low-impact groundwater extraction. This study proposes to estimate sustainable yield using InSAR, combined with local groundwater production data. We apply this method to the Hollywood Basin in Los Angeles, California, leveraging nearly 30 years of InSAR data (1992–2023) to investigate ground deformation linked to groundwater extraction. High spatial InSAR measurements reveal deforming regions linked to anthropogenic activities previously not well-characterized by in situ observation networks. By integrating InSAR data with production records, we estimate the sustainable yield for the basin to be 1.44 to 1.67 million cubic meters per year, significantly lower than the current operating safe yield of 3.70 million cubic meters per year. Utilizing Independent Component Analysis, we are able to distinguish hydrological signals originating from the deep and shallow aquifers in the Hollywood Basin. Our findings demonstrate the effectiveness of InSAR for long-term monitoring of anthropogenic deformation and for supporting urban planning and resource management.

Key Points

  • A 30-year interferometric Synthetic Aperture Radar (InSAR)-derived deformation time-series yields critical insights into anthropogenic impacts uncharacterized by in situ networks
  • InSAR measurements and production records can effectively guide sustainable yield determinations for groundwater production
  • We identify aquifer responses from different depths in the Hollywood Basin using Independent Component Analysis
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