Landfill gas collection data from wet landfill cells were analyzed and first-order gas generation model parameters were estimated for the US EPA landfill gas emissions model (LandGEM). Parameters were determined through statistical comparison of predicted and actual gas collection. The US EPA LandGEM model appeared to fit the data well, provided it is preceded by a lag phase, which on average was 1.5 years. The first-order reaction rate constant, k, and the methane generation potential, L(o), were estimated for a set of landfills with short-term waste placement and long-term gas collection data. Mean and 95% confidence parameter estimates for these data sets were found using mixed-effects model regression followed by bootstrap analysis. The mean values for the specific methane volume produced during the lag phase (V(sto)), L(o), and k were 33 m(3)/Megagrams (Mg), 76 m(3)/Mg, and 0.28 year(-1), respectively. Parameters were also estimated for three full scale wet landfills where waste was placed over many years. The k and L(o) estimated for these landfills were 0.21 year(-1), 115 m(3)/Mg, 0.11 year(-1), 95 m(3)/Mg, and 0.12 year(-1) and 87 m(3)/Mg, respectively. A group of data points from wet landfills cells with short-term data were also analyzed. A conservative set of parameter estimates was suggested based on the upper 95% confidence interval parameters as a k of 0.3 year(-1) and a L(o) of 100 m(3)/Mg if design is optimized and the lag is minimized.
[1]
Anthony C. Davison,et al.
Bootstrap Methods and Their Application
,
1998
.
[2]
Debra R. Reinhart,et al.
The Impact of Leachate Recirculation On Municipal Solid Waste Landfill Operating Characteristics
,
1996
.
[3]
David R. Anderson,et al.
Model selection and multimodel inference : a practical information-theoretic approach
,
2003
.
[4]
E. Demidenko,et al.
Mixed Models: Theory and Applications (Wiley Series in Probability and Statistics)
,
2004
.
[5]
Hans Oonk,et al.
Full-scale demonstration of treatment of mechanically separated organic residue in a bioreactor at VAM in Wijster
,
1999
.
[6]
G. Tchobanoglous,et al.
Integrated Solid Waste Management: Engineering Principles and Management Issues
,
1993
.
[7]
L. Hedges,et al.
Statistical Methods for Meta-Analysis
,
1987
.