TY - JOUR
T1 - Evaluation of the adequacy of the number of landfill excavated samples by the central limit theorem
AU - Chun, Seung Kyu
AU - Song, Sang Hoon
AU - Park, Jin Kyu
N1 - Publisher Copyright:
© The Author(s), under exclusive licence to Springer Nature Japan KK, part of Springer Nature 2024.
PY - 2025/1
Y1 - 2025/1
N2 - 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.
AB - 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.
KW - Central limit theorem
KW - Confidence interval
KW - Landfill
KW - Sampling
KW - Standard error
UR - http://www.scopus.com/inward/record.url?scp=85211819595&partnerID=8YFLogxK
U2 - 10.1007/s10163-024-02121-3
DO - 10.1007/s10163-024-02121-3
M3 - Article
AN - SCOPUS:85211819595
SN - 1438-4957
VL - 27
SP - 420
EP - 428
JO - Journal of Material Cycles and Waste Management
JF - Journal of Material Cycles and Waste Management
IS - 1
M1 - 107545
ER -