Assessing the degree of flood damage to rice crops in the Chao Phraya delta, Thailand, using MODIS satellite imaging
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  • 作者:Akihiko Kotera ; Takanori Nagano ; Patinya Hanittinan…
  • 关键词:Crop failure ; Damage assessment ; Thailand flood 2011 ; Submerged rice
  • 刊名:Paddy and Water Environment
  • 出版年:2016
  • 出版时间:January 2016
  • 年:2016
  • 卷:14
  • 期:1
  • 页码:271-280
  • 全文大小:11,334 KB
  • 参考文献:Auynirundronkool K, Chen N, Peng C, Yang C, Gong J, Silapathong C (2012) Flood detection and mapping of the Thailand Central plain using RADARSAT and MODIS under a sensor web environment. Int J Appl Earth Obs Geoinf 14:245–255
    Brakenridge GR, Anderson E, Nghiem SV, Caquard S, Shabaneh TB (2003) Flood warnings, flood disaster assessments, and flood hazard reduction: the roles of orbital remote sensing. 30th International Symposium on Remote Sensing of Environment, Honolulu, HI, November 10–14, 2003
    Chen J, Jönsson P, Tamura M, Gu Z, Matsushita B, Eklundh L (2004) A simple method for reconstructing a high-quality NDVI time-series data set based on the Savitzky-Golay filter. Remote Sens Environ 91:332–344CrossRef
    Chokngamwong R, Chiu LS (2008) Thailand daily rainfall and comparison with TRMM products. J Hydrometeorol 9:256–266CrossRef
    Dartmouth Flood Observatory (2012) Space-based measurement of surface water for research, educational, and humanitarian applications. Available at http://​www.​dartmouth.​edu/​floods/​index.​html
    DOAE (2011) Department of Agricultural Extension, Ministry of Agriculture and Cooperatives, Thailand. Flood damage assessment reports issued on November 8
    EOSDIS (2012) NASA’s earth observing system data and information system. Available at http://​earthdata.​nasa.​gov/​
    Exelis VIS (2014) IDL software, Boulder, CO, USA, http://​www.​exelisvis.​com/​ProductsServices​/​IDL.​aspx . Accessed 12 May 2014
    GISTDA (2011) Geo-informatics and space technology development agency. Thailand Flood Monitoring System. Available at http://​flood.​gistda.​or.​th/​
    Gu J, Li X, Huang C, Okin GS (2009) A simplified data assimilation method for reconstructing time-series MODIS NDVI data. Adv Space Res 44:501–509CrossRef
    Gumley L, Descloitre J, Shmaltz J (2010) Creating reprojected true color MODIS images: a tutorial. Version 1.0.2. p 10. Available at https://​earthdata.​nasa.​gov/​sites/​default/​files/​field/​document/​MODIS_​True_​Color.​pdf
    Hirabayashi Y, Kanae S, Emori S, Oki T, Kimoto M (2008) Global projections of changing risks of floods and droughts in a changing climate. Hydrol Sci J 53(4):754–772CrossRef
    Hoque R, Nakayama D, Matsuyama H, Matsumoto J (2011) Flood monitoring, mapping and assessing capabilities using RADARSAT remote sensing, GIS and ground data for Bangladesh. Nat Hazards 57:525–548CrossRef
    Huete A, Didan K, Miura T, Rodriguez EP, Gao X, Ferreira LG (2002) Overview of the radiometric and biophysical performance of the MODIS vegetation indices. Remote Sens Environ 83:195–213CrossRef
    Ito O, Ella E, Kawano N (1999) Physiological basis of submergence tolerance in rainfed lowland rice ecosystem. Field Crops Res. 64:75–90CrossRef
    Kotera A, Nawata E (2007) Role of plant height in the submergence tolerance of rice: a simulation analysis using an empirical model. Agric Water Manag 89:48–58CrossRef
    Kotera A, Nawata E, Thao LV, Vuong NV, Sakuratani T (2005) Effect of submergence on rice yield in the Red River Delta, Vietnam. Jpn J Trop Agric 49:197–206
    Matsushima S (1968) Water physiology of Indica rice. Jpn J Crop Sci (Special Issue), 102–109 (in Japanese)
    Milly PCD, Wetherald RT, Dunne KA, Delworth TL (2002) Increasing risk of great floods in a changing climate. Nature 415:514–517PubMed CrossRef
    Pandey S, Mortimer M, Wade L, Tuong TP, Lopez K, Hardy B (eds) (2002) Direct seeding: research issues and opportunities. In: Proceedings of the international workshop on direct seeding in Asian rice systems: strategic research issues and opportunities, 25–28 January 2000, Bangkok, Thailand, International Rice Research Institute, Los Baños, Philippines, pp 1–383
    Sakamoto T, Cao VP, Kotera A, Nguyen DK, Yokozawa M (2009) Analysis of rapid expansion of inland aquaculture and triple rice-cropping areas in a coastal area of the Vietnamese Mekong Delta using MODIS time-series imagery. Landsc Urban Plan 92:34–46
    Sakamoto T, Nhan NV, Kotera A, Ohno H, Ishitsuka N, Yokozawa M (2007) Detecting temporal changes in the extent of annual flooding within the Cambodia and the Vietnamese Mekong Delta from MODIS time-series imagery. Remote Sens Environ 109:295–313CrossRef
    Sakamoto T, Yokozawa M, Toritani H, Shibayama M, Ishitsuka N, Ohno H (2005) A crop phenology detection method using time-series MODIS data. Remote Sens Environ 96:366–374
    Sanyal J, Lu XX (2004) Application of remote sensing in flood management with special reference to monsoon Asia: a review. Nat Hazards 33:283–301CrossRef
    The World Bank (2012) Thai flood 2011—Rapid assessment for resilient recovery and reconstruction planning. The Global Facility for Disaster Reduction and Recovery (GFDRR), pp 1–256
    Ueda T, Ogawa S, Shioda K, Arulvijitskul P, Klinkhachorn P (2005) Recent irrigation practices in the Upper East Bank of the Chao Phraya delta. Paddy Water Environ 3:63–71CrossRef
    UNDP, 2004. Reducing Disaster Ri Vermote EF, Kotchenova SY (2008) MOD09 (Surface Reflectance) User’s Guide. Available at http://​modis-sr.​ltdri.​org/​products/​MOD09_​UserGuide_​v1_​2.​pdf
    Visser EJW, Voesenek LACJ, Vartapetian BB, Jackson MB (2003) Flooding and plant growth. Ann Bot 91:107–109PubMedCentral CrossRef
    Wilson BA, Rashid H (2005) Monitoring the 1997 flood in the Red River Valley using hydrologic regimes and RADARSAT imagery. Can Geogr 49:100–109CrossRef
    Xiao X, Boles S, Liu JY, Zhuang DF, Frolking S, Li CS (2005) Mapping paddy rice agriculture in southern China using multi-temporal MODIS images. Remote Sens Environ 95(4):480–492CrossRef
  • 作者单位:Akihiko Kotera (1)
    Takanori Nagano (2)
    Patinya Hanittinan (3)
    Sucharit Koontanakulvong (3)

    1. Research Institute for Humanity and Nature, Kamigamo, Kita-ku, Kyoto, 603-8047, Japan
    2. Graduate School of Agricultural Science, Rokkodai-cho, Nada-ku, Hyogo, Kobe, 657-8501, Japan
    3. Faculty of Engineering, Chulalongkorn University, Pathumwan, Bangkok, 10330, Thailand
  • 刊物类别:Biomedical and Life Sciences
  • 刊物主题:Life Sciences
    Agriculture
    Hydrogeology
    Geoecology and Natural Processes
    Monitoring, Environmental Analysis and Environmental Ecotoxicology
    Soil Science and Conservation
    Waste Water Technology, Water Pollution Control, Water Management and Aquatic Pollution
  • 出版者:Springer Berlin / Heidelberg
  • ISSN:1611-2504
文摘
The Chao Phraya delta in Thailand is a major rice production area. It is often subject to large flooding events, which may result in widespread crop failures, as most recently recorded in 2011 and 2006. The extent of flood damage in such areas is commonly assessed by field surveys. In this study, we investigate the spatial extent of flood damage to rice production in the Chao Phraya delta from 2000 to 2011 using moderate resolution imaging spectroradiometer satellite images. We examine the temporal relationship between the harvest time, estimated from the time-series enhanced vegetation index (EVI), and the onset of inundation, estimated from the time-series land surface-water index and EVI. The total area of rice damage throughout nine provinces in the Chao Phraya delta during the severe flood in 2011 was estimated to be 79,189 ha, of which 41,410 ha was estimated as total damage. The damage in 2011 was particularly severe on the eastern side of the Chao Phraya River, and we found that most of the paddy fields that experienced flood damage in 2006 did not experience similar damage in 2011, despite the longer inundation period. Analysis over this 12-year period showed that there were few areas that were repeatedly subjected to damage, highlighting successful adaptations to avoid damage. This novel approach to agronomic flood-damage assessment using high temporal resolution imaging proposed in this study proved to be a promising tool for agronomic flood-damage assessments, which enable quick investigations providing valuable findings from wide area and long-term perspectives. Keywords Crop failure Damage assessment Thailand flood 2011 Submerged rice

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