Characterizing Flood Impact on Swiss Floodplains Using Interannual Time Series of Satellite Imagery

被引:4
作者
Milani, Gillian [1 ]
Kneubuehler, Mathias [1 ]
Tonolla, Diego [2 ,3 ]
Doering, Michael [2 ,3 ]
Schaeptnan, Michael E. [1 ]
机构
[1] Univ Zurich, CH-8057 Zurich, Switzerland
[2] Zurich Univ Appl Sci, Inst Nat Resource Sci, CH-8820 Wadenswil, Switzerland
[3] eQcharta GmbH, Tiefenhofstr 68, CH-8820 Wadenswil, Switzerland
基金
瑞士国家科学基金会;
关键词
Alps; floods; landsat; normalized difference vegetation index (NDVI) dynamics; unmixing; SPECTRAL MIXTURE ANALYSIS; LEAF-AREA INDEX; RIPARIAN VEGETATION; ENDMEMBER VARIABILITY; ECOLOGICAL RESPONSES; AMAZON FLOODPLAIN; WETLAND CHANGE; CLIMATE-CHANGE; LAND-USE; RIVER;
D O I
10.1109/JSTARS.2020.2980381
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Pressure on the biodiversity of ecosystems along many rivers is growing continuously due to the increasing number of hydropower facilities regulating downstream flow and sediment regimes. Despite a thorough understanding of the short-term processes and interactions at this hydro-biosphere interface, long-term analyses of the impacts on floodplain dynamics are lacking. We used interannual Landsat 4, 5, 7, and 8 time series to analyze the effects of hydrological events on floodplain vegetation in four mountainous floodplains in the Swiss Alps. Using a spectral mixture analysis approach, we demonstrate that the floodplain vegetation dynamics of mountainous rivers can be recovered at a spatial resolution of 30 m. Our results suggest that interactions between floods and floodplain vegetation are complex and not exclusively related to flood magnitude. Of the four reaches analyzed, only data gathered along the submountainous reach with a quasi-natural flow regime show a clear link between remotely sensed vegetation indices and floods. In addition, our 29-year time series shows a continuous upward trend in vegetation indices along the floodplains, strongest in the reaches affected by hydropower facilities. The approach presented in this study can be easily replicated in other mountain ranges by providing available flow data to verify the impact of hydropower on floodplain vegetation dynamics.
引用
收藏
页码:1479 / 1493
页数:15
相关论文
共 110 条
  • [91] STROMBERG JC, 1989, US FOR SERV T R PSW, V110, P399
  • [92] Sources of bias and variability in long-term Landsat time series over Canadian boreal forests
    Sulla-Menashe, Damien
    Fried, Mark A.
    Woodcock, Curtis E.
    [J]. REMOTE SENSING OF ENVIRONMENT, 2016, 177 : 206 - 219
  • [93] Modeling the impact of river damming on riparian vegetation
    Tealdi, Stefano
    Camporeale, Carlo
    Ridolfi, Luca
    [J]. JOURNAL OF HYDROLOGY, 2011, 396 (3-4) : 302 - 312
  • [94] A global perspective on environmental flow assessment: Emerging trends in the development and application of environmental flow methodologies for rivers
    Tharme, RE
    [J]. RIVER RESEARCH AND APPLICATIONS, 2003, 19 (5-6) : 397 - 441
  • [95] Estimation of the seasonal leaf area index in an alluvial forest using high-resolution satellite-based vegetation indices
    Tillack, Adina
    Clasen, Anne
    Kleinschmit, Birgit
    Foerster, Michael
    [J]. REMOTE SENSING OF ENVIRONMENT, 2014, 141 : 52 - 63
  • [96] Riverine flood plains: present state and future trends
    Tockner, K
    Stanford, JA
    [J]. ENVIRONMENTAL CONSERVATION, 2002, 29 (03) : 308 - 330
  • [97] Tockner K, 2000, HYDROL PROCESS, V14, P2861, DOI 10.1002/1099-1085(200011/12)14:16/17<2861::AID-HYP124>3.0.CO
  • [98] 2-F
  • [99] RIVER FLOOD PLAINS ARE MODEL ECOSYSTEMS TO TEST GENERAL HYDROGEOMORPHIC AND ECOLOGICAL CONCEPTS
    Tockner, Klement
    Lorang, Mark S.
    Stanford, Jack A.
    [J]. RIVER RESEARCH AND APPLICATIONS, 2010, 26 (01) : 76 - 86
  • [100] Multiple stressors in coupled river-floodplain ecosystems
    Tockner, Klement
    Pusch, Martin
    Borchardt, Dietrich
    Lorang, Mark S.
    [J]. FRESHWATER BIOLOGY, 2010, 55 : 135 - 151