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Near-real-time drought monitoring and assessment for vineyard production on a regional scale with standard precipitation and vegetation indices using Landsat and CHIRPS datasets

Author

Listed:
  • Sara Tokhi Arab

    (University of Tsukuba)

  • Tofael Ahamed

    (University of Tsukuba)

Abstract

Drought is a complicated and slow-moving natural disaster that has severe impacts on plant greenness and yields by interrupting plant photosynthetic activity. These issues mostly happen due to water shortages and elevated temperatures. Grapes are sensitive to water stress during the summer, when high evapotranspiration is combined with very low precipitation. Therefore, the main aim of this research was to identify drought-affected vineyards on a regional scale by satellite remote sensing images with a standardized precipitation index (SPI) and standard vegetation index (SVI). The time-series standard vegetation index (SVI) was developed from the time-series normalized difference vegetation index (NDVI) for 2013–2021, and the time-series SPI was calculated from time-series CHIRPS rainfall using the Google Earth engine (GEE). Drought severity maps were classified based on thresholds from extremely dry to extremely wet. Validation was performed between drought indices and grape yield at the regional level using regression analysis. The results indicated that the years 2013, 2014, 2015, 2016, 2018 and 2021 were characterized by drought across the region within the berry formation and veraison growth phases of table grape before harvest. The most drought-affected years were 2018 and 2021. In 2018, 4785.03 ha, and in 2021, 1825.83 ha were extremely affected by drought. Moreover, the validation results indicated that the highest variability of table grape yield with SPI (r2 = 0.62) was observed in June. However, table grape yield with SVI had the highest variation in July (r2 = 0.60). The multiple linear regression between the average yield (ton/ha) and drought indices (SVI and SPI) showed the highest accuracy in June (r2 = 0.79, MSE = 0.2) and July (r2 = 0.71, MSE = 0.3). These findings suggest that SVI and SPI can be utilized for large-scale near-real-time drought monitoring and assessment to develop a regional subsidy program to support grape growers during a drought.

Suggested Citation

  • Sara Tokhi Arab & Tofael Ahamed, 2023. "Near-real-time drought monitoring and assessment for vineyard production on a regional scale with standard precipitation and vegetation indices using Landsat and CHIRPS datasets," Asia-Pacific Journal of Regional Science, Springer, vol. 7(2), pages 591-614, June.
    • Handle: RePEc:spr:apjors:v:7:y:2023:i:2:d:10.1007_s41685-023-00286-7
    DOI: 10.1007/s41685-023-00286-7
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    References listed on IDEAS

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    1. Benjamin I. Cook & Elizabeth M. Wolkovich, 2016. "Climate change decouples drought from early wine grape harvests in France," Nature Climate Change, Nature, vol. 6(7), pages 715-719, July.
    2. Aiguo Dai, 2011. "Drought under global warming: a review," Wiley Interdisciplinary Reviews: Climate Change, John Wiley & Sons, vol. 2(1), pages 45-65, January.
    3. Omidreza Mikaili & Majid Rahimzadegan, 2022. "Investigating remote sensing indices to monitor drought impacts on a local scale (case study: Fars province, Iran)," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 111(3), pages 2511-2529, April.
    4. Bota, J. & Tomás, M. & Flexas, J. & Medrano, H. & Escalona, J.M., 2016. "Differences among grapevine cultivars in their stomatal behavior and water use efficiency under progressive water stress," Agricultural Water Management, Elsevier, vol. 164(P1), pages 91-99.
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    Cited by:

    1. Tofael Ahamed, 2023. "Special issue on the assessment of climate change impacts on regional economics in South Asia," Asia-Pacific Journal of Regional Science, Springer, vol. 7(2), pages 323-328, June.

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