Evaluation of the adequacy of the number of landfill excavated samples by the central limit theorem

Seung Kyu Chun, Sang Hoon Song, Jin Kyu Park

Research output: Contribution to journalArticlepeer-review

Abstract

The adequacy of the number of samples extracted using the central limit theorem (CLT) was evaluated for 11 excavation waste items at the S landfill site in the Seoul metropolitan area of Korea. The relative error range, which is the error-capable range for the estimated average value for each analyzed item, was the largest at 22.2% hemicellulose, 19.9% sulfur, and 14.7% cellulose, and the smallest at 3.4% combustibility. At the 95% reliability level and 10% relative error range, the number of samples of N, S, hemicellulose, and cellulose was insufficient, and at the 5% relative error range, the number of samples was insufficient for all items, except for moisture and combustibility. It was determined that it would be practically impossible to secure excavated samples below 3% error range. The results of this study show that CLT is useful for evaluating the reliability of the results of landfill collection sample analysis and determining the appropriate number of samples.

Original languageEnglish
Article number107545
Pages (from-to)420-428
Number of pages9
JournalJournal of Material Cycles and Waste Management
Volume27
Issue number1
DOIs
StatePublished - Jan 2025

Keywords

  • Central limit theorem
  • Confidence interval
  • Landfill
  • Sampling
  • Standard error

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