Near-infrared spectroscopy of a hydroecological indicator: new tool for determining sustainable yield for Floridan aquifer system

被引:7
作者
Bacchus, ST [1 ]
Archibald, DD
Brook, GA
Britton, KO
Haines, BL
Rathbun, SL
Madden, M
机构
[1] Univ Georgia, Inst Ecol, Athens, GA 30602 USA
[2] USDA ARS, Qual Assessment Res Unit, Russell Res Ctr, Athens, GA 30604 USA
[3] US Forest Serv, Forestry Sci Lab, Athens, GA 30602 USA
[4] Univ Georgia, Dept Stat, Athens, GA 30602 USA
[5] Univ Georgia, Dept Bot, Athens, GA 30602 USA
[6] Univ Georgia, Ctr Remote Sensing, Athens, GA 30602 USA
关键词
aquifer storage and recovery; depressional wetlands; groundwater mining impacts; hydroecological indicator; near-infrared reflectance spectroscopy; premature tree decline; water resources protection;
D O I
10.1002/hyp.1213
中图分类号
TV21 [水资源调查与水利规划];
学科分类号
081501 ;
摘要
Pond-cypress (Taxodium ascendens Brong.) is a dominant canopy species in depressional wetlands of the south-eastern Coastal Plain. Unsustainable withdrawals from the karst Floridan aquifer system have caused premature decline and death of pond-cypress trees, presumably owing to altered hydroperiods (which alter the flow of water and nutrients in trees). There has been no scientifically based means to determine sustainable yield from this regional aquifer system or to detect early stages of physical/ecological damage associated with groundwater mining and aquifer storage and recovery (ASR, which also can alter natural hydroperiods). In this study, the relationship between visual symptoms (indicators) of stress or premature decline, and spectral reflectance was evaluated using dried, milled branch tips collected from natural stands of mature pond-cypress. Depressional systems evaluated represented four of the six aquifer system subregions where subsurface perturbations from groundwater mining: (i) were presumed not to be occurring (reference wetlands); (ii) may be occurring but are not documented; and (iii) have been confirmed. Sampled trees were assigned to one of three stress classes (1, no/minimal; 2, moderate; 3, severe) based on the visual indicators. Partial least squares-linear discriminant analysis of second derivative spectral transformations in the visible/shortwave near-infrared (NIR) region (400-1100 nm) and the NIR region (1100-2500 nm) was used to evaluate the samples in assigned classes.
引用
收藏
页码:1785 / 1809
页数:25
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