Benford's law applied to aerobiological data and its potential as a quality control tool

被引:15
|
作者
Docampo, Silvia [1 ]
del Mar Trigo, Maria [1 ]
Jesus Aira, Maria [2 ]
Cabezudo, Baltasar [1 ]
Flores-Moya, Antonio [1 ]
机构
[1] Univ Malaga, Fac Ciencias, Dept Biol Vegetal Bot, E-29071 Malaga, Spain
[2] Univ Santiago de Compostela, Fac Farm, Dept Bot, Santiago De Compostela 15782, A Coruna, Spain
关键词
Aerobiology; Benford's law; Leading digit phenomenon; Power law; Quality control; ZIPFS LAW;
D O I
10.1007/s10453-009-9132-8
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Benford's phenomenological law gives the expected frequencies of the first significant digits of any given series of numbers. According to this law, the frequency of 1 is higher than that of 2; this in turn appears more often 3, and so on. Similarly, Benford's law can also be applied to the first two significant digits (i.e., from 10 to 99), and so on. Here, we show that gross data sets of daily pollen counts from three aerobiological stations (located in European cities with different features regarding vegetation and climatology) fit Benford's law for the first significant digits, but this is not always true for the data transformed by a correction factor used in aerobiological studies. That is to say, the biases introduced by rounding and lower and upper built-in limits in pollen counts are detected by Benford's law analysis. The analysis of the first two significant digits from transformed data is better explained by a Power law than Benford's law. We propose that Benford's law could be used as a quality control tool for numerical aerobiological data sets.
引用
收藏
页码:275 / 283
页数:9
相关论文
共 50 条
  • [21] Benford's Law: Analyzing a Decade of Financial Data
    Alali, Fatima A.
    Romero, Silvia
    JOURNAL OF EMERGING TECHNOLOGIES IN ACCOUNTING, 2013, 10 (01) : 1 - 39
  • [22] Agreement of drug discovery data with Benford's law
    Orita, Masaya
    Hagiwara, Yosuke
    Moritomo, Ayako
    Tsunoyama, Kazuhisa
    Watanabe, Toshihiro
    Ohno, Kazuki
    EXPERT OPINION ON DRUG DISCOVERY, 2013, 8 (01) : 1 - 5
  • [23] Data validity and statistical conformity with Benford?s Law
    Cerqueti, Roy
    Maggi, Mario
    CHAOS SOLITONS & FRACTALS, 2021, 144
  • [24] Benford's Law and Artificial Intelligence Applied to COVID-19
    Federal University of Itajubá, IESTI, Itajubá, Brazil
    Proc. Int. Conf. Microelectron. ICM, 2021, (78-81):
  • [25] Using Benford's law to assess the quality of COVID-19 register data in Brazil
    Silva, Lucas
    Figueiredo Filho, Dalson
    JOURNAL OF PUBLIC HEALTH, 2021, 43 (01) : 107 - 110
  • [26] Blind image quality assessment based on Benford's law
    Al-Bandawi, Hussein
    Deng, Guang
    IET IMAGE PROCESSING, 2018, 12 (11) : 1983 - 1993
  • [27] Detecting fraud in data sets using Benford's Law
    Geyer, CL
    Williamson, PP
    COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2004, 33 (01) : 229 - 246
  • [28] Benford's Law and Possibilities for Its Use in Governmental Statistics
    Hindls, Richard
    Hronova, Stanislava
    STATISTIKA-STATISTICS AND ECONOMY JOURNAL, 2015, 95 (02) : 54 - 64
  • [29] Conformance of Public Water Use Data to Benford's Law
    Sowby, Robert B.
    JOURNAL AMERICAN WATER WORKS ASSOCIATION, 2018, 110 (12): : E52 - E59
  • [30] Utilization of Benford's Law by Testing Government Macroeconomics Data
    Placek, Michal
    EUROPEAN FINANCIAL SYSTEMS 2013: PROCEEDINGS OF THE 10TH INTERNATIONAL SCIENTIFIC CONFERENCE, 2013, : 258 - 263