Rapid Urbanization and Implications for Flood Risk Management in Hinterland of the Pearl River Delta, China: The Foshan Study
Abstract
:1. Introduction
2. Study area
3. Methodology
3.1 Maps processing
3.2 Accuracy Assessment
3.3 Land use and land cover change detection
4. Results and discussion
4.1 Land use dynamics
4.2 Urban developmental pattern
4.3 Flood hazards as a response to urbanization and land use
4.3.1 Flood hazards associated with urban sprawl and declining drainage system
4.3.2 Flood hazards associated with irrational land use along the rivers
4.4 Implications for sustainable management of flood risk
5. Conclusions
Acknowledgments
References and Notes
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Classified | Reference | Sum | UA (%) | ||||||
---|---|---|---|---|---|---|---|---|---|
Built-up | Water | Forest | Dike-pond | Farmland | Shrub | Bare land | |||
Built up | 12 | 0 | 0 | 0 | 0 | 1 | 2 | 15 | 80.0 |
Water | 0 | 15 | 0 | 1 | 0 | 0 | 0 | 16 | 93.75 |
Dike-pond | 0 | 2 | 0 | 11 | 0 | 0 | 0 | 13 | 84.62 |
Forest | 0 | 0 | 18 | 0 | 1 | 1 | 0 | 20 | 90.00 |
Farmland | 0 | 0 | 2 | 0 | 15 | 0 | 0 | 17 | 88.24 |
Bare land | 0 | 0 | 0 | 0 | 0 | 0 | 12 | 12 | 100.0 |
Shrub | 1 | 0 | 1 | 0 | 0 | 14 | 0 | 16 | 87.50 |
Sum | 13 | 17 | 21 | 12 | 16 | 16 | 14 | ||
PA (%) | 90.4 | 89.47 | 84.65 | 93.43 | 91.97 | 89.66 | 85.71 | ||
OA (%) | 87.63 |
Classified | Reference | Sum | UA (%) | ||||||
---|---|---|---|---|---|---|---|---|---|
Built-up | Water | Forest | Dike-pond | Farmland | Shrub | Bare land | |||
Built-up | 14 | 0 | 0 | 0 | 0 | 0 | 1 | 15 | 93.33 |
Water | 0 | 15 | 0 | 1 | 0 | 0 | 0 | 17 | 88.24 |
Dike-pond | 0 | 0 | 16 | 0 | 1 | 1 | 0 | 19 | 84.21 |
Forest | 0 | 1 | 0 | 10 | 0 | 0 | 0 | 12 | 83.33 |
Farmland | 0 | 0 | 1 | 0 | 14 | 0 | 0 | 16 | 87.50 |
Bare land | 0 | 0 | 3 | 0 | 0 | 9 | 0 | 12 | 75.0 |
Shrub | 1 | 0 | 0 | 0 | 0 | 0 | 15 | 16 | 93.75 |
Sum | 15 | 17 | 21 | 12 | 16 | 10 | 16 | ||
PA (%) | 93.11 | 90.66 | 76.83 | 85.29 | 85.39 | 90.0 | 93.75 | ||
OA (%) | 86.98 |
Land use type | Water | Dike-pond | Farmland | Bare land | Forest | Shrub | Built-up |
---|---|---|---|---|---|---|---|
Water | 42.12 | 5.48 | 1.60 | 3.57 | 1.23 | 1.48 | 2.31 |
Dike-pond | 26.72 | 55.52 | 25.19 | 17.11 | 17.26 | 12.03 | 11.42 |
Farmland | 13.29 | 14.62 | 29.68 | 28.59 | 21.64 | 23.37 | 14.16 |
Bare land | 3.72 | 2.94 | 3.73 | 5.91 | 2.45 | 3.85 | 2.03 |
Forest | 4.63 | 4.30 | 15.05 | 14.85 | 30.38 | 21.36 | 5.98 |
Shrub | 2.92 | 1.82 | 11.20 | 16.43 | 13.75 | 16.02 | 4.13 |
Built-up | 6.64 | 15.33 | 13.55 | 13.54 | 13.29 | 21.88 | 59.94 |
Hydrological sites | the highest water level (m) | the maximum flow flux (m3/s) | ||||
---|---|---|---|---|---|---|
1994 | 1998 | 2005 | 1994 | 1998 | 2005 | |
Makou | 10.01 | 9.42 | 8.92 | 47000 | 46200 | 53200 |
Sanshui | 10.38 | 9.59 | 9.19 | 16200 | 16200 | 16400 |
Zidong | 7.62 | 7.3 | 7.2 | N | N | N |
Lanshi | 6.01 | 5.84 | 5.81 | N | N | N |
Lezhu | 3.57 | 3.77 | 3.8 | N | N | N |
Ganzhu | 6.79 | 6.32 | 6.44 | N | N | N |
Rongqi | 3.96 | 3.92 | 3.99 | N | N | N |
Banshawei | 3.16 | 3.16 | 3.14 | N | N | N |
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Zhang, H.; Ma, W.-c.; Wang, X.-r. Rapid Urbanization and Implications for Flood Risk Management in Hinterland of the Pearl River Delta, China: The Foshan Study. Sensors 2008, 8, 2223-2239. https://doi.org/10.3390/s8042223
Zhang H, Ma W-c, Wang X-r. Rapid Urbanization and Implications for Flood Risk Management in Hinterland of the Pearl River Delta, China: The Foshan Study. Sensors. 2008; 8(4):2223-2239. https://doi.org/10.3390/s8042223
Chicago/Turabian StyleZhang, Hao, Wei-chun Ma, and Xiang-rong Wang. 2008. "Rapid Urbanization and Implications for Flood Risk Management in Hinterland of the Pearl River Delta, China: The Foshan Study" Sensors 8, no. 4: 2223-2239. https://doi.org/10.3390/s8042223
APA StyleZhang, H., Ma, W.-c., & Wang, X.-r. (2008). Rapid Urbanization and Implications for Flood Risk Management in Hinterland of the Pearl River Delta, China: The Foshan Study. Sensors, 8(4), 2223-2239. https://doi.org/10.3390/s8042223