Impacts of land use and land cover changes on evapotranspiration and runoff at Shalamulun River watershed, China

被引:50
作者
Yang, Xiaoli [1 ]
Ren, Liliang [1 ]
Singh, V. P. [1 ]
Liu, Xiaofan [1 ]
Yuan, Fei [1 ]
Jiang, Shanhu [1 ]
Yong, Bin [1 ]
机构
[1] Hohai Univ, State Key Lab Hydrol Water Resources & Hydraul En, Nanjing 210098, Jiangsu, Peoples R China
来源
HYDROLOGY RESEARCH | 2012年 / 43卷 / 1-2期
基金
中国国家自然科学基金;
关键词
headwater; knowledge-based decision tree; land cover change; land use change; potential evapotranspiration; POTENTIAL EVAPOTRANSPIRATION; SEMIARID LANDSCAPE; SOIL-EROSION; CLASSIFICATION; AREA; GIS; ACCURACY; DYNAMICS; TM;
D O I
10.2166/nh.2011.120
中图分类号
TV21 [水资源调查与水利规划];
学科分类号
081501 ;
摘要
The study assesses the effect of land use and land cover changes (LUCC) on evapotranspiration and runoff in the Shalamulun River watershed of 2,453 km(2) located in Inner Mongolia Autonomic Region of China. First, Landsat Thematic Mapper (TM) and Enhanced Thematic Mapper Plus (ETM+) images from 1987, 2001 and 2007 are used to quantify LUCC in the watershed. A knowledge-based decision tree (K-DT) classification technique is used to detect LUCC. By comparison of post-classification change among 1987, 2001 and 2007, the results showed significant modification and conversion of land use and cover of the watershed over the 20-year period 1987-2007. The results show that the forest area underwent the greatest change, decreasing by 159.2 km(2) in the study period. At the same time, the area of farmland, barren land and residential land increased by 89.5, 46.4 and 25.3 km(2), respectively. Subsequently, a two-source potential evapotranspiration (PET) model is used to estimate the potential evapotranspiration response to LUCC. Finally, the influence of LUCC on annual runoff is evaluated using a statistical method. LUCC potentially caused a decrease in annual PET and runoff. Meanwhile, the land use changes resulted in spatio-temporal variations of monthly PET in the growing season (April September).
引用
收藏
页码:23 / 37
页数:15
相关论文
共 53 条
  • [1] Accuracy and congruency of three different digital land-use maps
    Bach, M.
    Breuer, L.
    Frede, H. G.
    Huisman, J. A.
    Otte, A.
    Waldhardt, R.
    [J]. LANDSCAPE AND URBAN PLANNING, 2006, 78 (04) : 289 - 299
  • [2] Likely effects of land use changes on the runoff and aquifer recharge in a semiarid landscape using a hydrological model
    Bellot, J
    Benet, A
    Sanchez, JR
    Chirino, E
    [J]. LANDSCAPE AND URBAN PLANNING, 2001, 55 (01) : 41 - 53
  • [3] NEURAL NETWORK APPROACHES VERSUS STATISTICAL-METHODS IN CLASSIFICATION OF MULTISOURCE REMOTE-SENSING DATA
    BENEDIKTSSON, JA
    SWAIN, PH
    ERSOY, OK
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1990, 28 (04): : 540 - 552
  • [4] Assessing different remote sensing techniques to detect land use/cover changes in the eastern Mediterranean
    Berberoglu, S.
    Akin, A.
    [J]. INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2009, 11 (01) : 46 - 53
  • [5] Brodley C.E., 1992, 928 U MASS
  • [6] Chavez PS, 1996, PHOTOGRAMM ENG REM S, V62, P1025
  • [7] Analysis of convergent evidence in an evidential reasoning knowledge-based classification
    Cohen, Y
    Shoshany, M
    [J]. REMOTE SENSING OF ENVIRONMENT, 2005, 96 (3-4) : 518 - 528
  • [8] Congalton R.G., 1999, ASSESSING ACCURACY R, P43
  • [9] Conway D, 2001, IHDP UPDATE, V1, P5
  • [10] Effects of large-scale changes in land cover on the discharge of the Tocantins River, Southeastern Amazonia
    Costa, MH
    Botta, A
    Cardille, JA
    [J]. JOURNAL OF HYDROLOGY, 2003, 283 (1-4) : 206 - 217