GIS and remote sensing techniques for the assessment of land use change impact on flood hydrology: the case study of Yialias basin in Cyprus

被引:59
|
作者
Alexakis, D. D. [1 ]
Grillakis, M. G. [2 ]
Koutroulis, A. G. [2 ]
Agapiou, A. [1 ]
Themistocleous, K. [1 ]
Tsanis, I. K. [2 ,6 ]
Michaelides, S. [3 ]
Pashiardis, S. [3 ]
Demetriou, C. [4 ]
Aristeidou, K. [4 ]
Retalis, A. [5 ]
Tymvios, F. [3 ]
Hadjimitsis, D. G. [1 ]
机构
[1] Cyprus Univ Technol, Dept Civil Engn & Geomat, Remote Sensing & Geoenvironm Lab, Limassol, Cyprus
[2] Tech Univ Crete, Dept Environm Engn, Khania, Crete, Greece
[3] Cyprus Meteorol Dept, Nicosia, Cyprus
[4] Water Dev Dept, Nicosia, Cyprus
[5] Natl Observ Athens, Athens, Greece
[6] McMaster Univ, Dept Civil Engn, Hamilton, ON, Canada
关键词
URBAN-GROWTH; SENSED DATA; MODEL; CLASSIFICATION; RAINFALL; IMAGERY; AREAS;
D O I
10.5194/nhess-14-413-2014
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
Floods are one of the most common natural disasters worldwide, leading to economic losses and loss of human lives. This paper highlights the hydrological effects of multi-temporal land use changes in flood hazard within the Yialias catchment area, located in central Cyprus. A calibrated hydrological model was firstly developed to describe the hydrological processes and internal basin dynamics of the three major subbasins, in order to study the diachronic effects of land use changes. For the implementation of the hydrological model, land use, soil and hydrometeorological data were incorporated. The climatic and stream flow data were derived from rain and flow gauge stations located in the wider area of the watershed basin. In addition, the land use and soil data were extracted after the application of object-oriented nearest neighbor algorithms of ASTER satellite images. Subsequently, the cellular automata (CA)-Markov chain analysis was implemented to predict the 2020 land use/land cover (LULC) map and incorporate it to the hydrological impact assessment. The results denoted the increase of runoff in the catchment area due to the recorded extensive urban sprawl phenomenon of the last decade.
引用
收藏
页码:413 / 426
页数:14
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