Identifying geochemical hot moments and their controls on a contaminated river floodplain system using wavelet and entropy approaches

被引:35
作者
Arora, Bhavna [1 ]
Dwivedi, Dipankar [1 ]
Hubbard, Susan S. [1 ]
Steefel, Carl I. [1 ]
Williams, Kenneth H. [1 ]
机构
[1] Lawrence Berkeley Natl Lab, Berkeley, CA USA
关键词
Wavelet analysis; Temporal variability; Biogeochemical processes; Field data; MUTUAL-INFORMATION; SULFATE REDUCTION; URANIUM; SPOTS; BIOREMEDIATION; HETEROGENEITY; REGISTRATION; GROUNDWATER; AQUIFER;
D O I
10.1016/j.envsoft.2016.08.005
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Geochemical hot moments are defined here as short periods of time that are associated with disproportionally high levels of concentrations (biogeochemically-driven or transport-related) relative to longer intervening time periods. We used entropy and wavelet techniques to identify temporal variability in geochemical constituents and their controls along three transects within a contaminated floodplain system near Rifle CO. Results indicated that transport-dominated hot moments drove overall geochemical processing in the contaminated groundwater and seep zones. These hot moments were associated with seasonal hydrologic variability (similar to 4 months) in the contaminated aquifer and with annual hydrologic cycle and residence times in the seep zone. Hot moments associated with a naturally reduced zone within the aquifer were found to be biogeochemically-driven, with a different dominant frequency (similar to 3 months) and no correlation to hydrologic or weather variations, in contrast to what is observed in other regions of the floodplain. (C) 2016 Elsevier Ltd. All rights reserved.
引用
收藏
页码:27 / 41
页数:15
相关论文
共 73 条
[1]   Stimulating the in situ activity of Geobacter species to remove uranium from the groundwater of a uranium-contaminated aquifer [J].
Anderson, RT ;
Vrionis, HA ;
Ortiz-Bernad, I ;
Resch, CT ;
Long, PE ;
Dayvault, R ;
Karp, K ;
Marutzky, S ;
Metzler, DR ;
Peacock, A ;
White, DC ;
Lowe, M ;
Lovley, DR .
APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 2003, 69 (10) :5884-5891
[2]   Hot Spots and Hot Moments of Dissolved Organic Carbon Export and Soil Organic Carbon Storage in the Shale Hills Catchment [J].
Andrews, Danielle M. ;
Lin, Henry ;
Zhu, Qing ;
Jin, Lixin ;
Brantley, Susan L. .
VADOSE ZONE JOURNAL, 2011, 10 (03) :943-954
[3]  
[Anonymous], FIN SIT OBS WORK PLA
[4]  
[Anonymous], 2000, PAC S BIOCOMPUT, DOI DOI 10.1142/9789814447331_0040
[5]  
[Anonymous], 2000, WORKSHOP ARTIFICIAL
[6]   Influence of hydrological, biogeochemical and temperature transients on subsurface carbon fluxes in a flood plain environment [J].
Arora, Bhavna ;
Spycher, Nicolas F. ;
Steefel, Carl I. ;
Molins, Sergi ;
Bill, Markus ;
Conrad, Mark E. ;
Dong, Wenming ;
Faybishenko, Boris ;
Tokunaga, Tetsu K. ;
Wan, Jiamin ;
Williams, Kenneth H. ;
Yabusaki, Steven B. .
BIOGEOCHEMISTRY, 2016, 127 (2-3) :367-396
[7]   A reactive transport benchmark on heavy metal cycling in lake sediments [J].
Arora, Bhavna ;
Sengoer, S. Sevinc ;
Spycher, Nicolas F. ;
Steefel, Carl I. .
COMPUTATIONAL GEOSCIENCES, 2015, 19 (03) :613-633
[8]   Temporal dynamics of biogeochemical processes at the Norman Landfill site [J].
Arora, Bhavna ;
Mohanty, Binayak P. ;
McGuire, Jennifer T. ;
Cozzarelli, Isabelle M. .
WATER RESOURCES RESEARCH, 2013, 49 (10) :6909-6926
[9]  
Bao C., 2014, ENV SCI TECHNOL
[10]  
Bargar J. R., 2011, 242 AM CHEM SOC, V242