Predicting New Hampshire indoor radon concentrations from geologic information and other covariates

被引:41
作者
Apte, MG [1 ]
Price, PN [1 ]
Nero, AV [1 ]
Revzan, KL [1 ]
机构
[1] Univ Calif Berkeley, Ernest Orlando Lawrence Berkeley Lab, Div Energy & Environm, Berkeley, CA 94720 USA
来源
ENVIRONMENTAL GEOLOGY | 1999年 / 37卷 / 03期
关键词
radon; Bayesian statistics;
D O I
10.1007/s002540050376
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Generalized geologic province information and data on house construction were used to predict indoor radon concentrations in New Hampshire (NH). A mixed-effects regression model was used to predict the geometric mean (GM) short-term radon concentrations in 259 NH towns. Bayesian methods were used to avoid over-fitting and to minimize the effects of small sample variation within towns. Data from a random survey of short-term radon measurements, individual residence building characteristics, along with geologic unit information, and average surface radium concentration by town, were variables used in the model. Predicted town GM short-term indoor radon concentrations for detached houses with usable basements range from 34 Bq/m(3) (1 pCi/l) to 558 Bq/m(3) (15 pCi/l), with uncertainties of about 30%. A geologic province consisting of glacial deposits and marine sediments was associated with significantly elevated radon levels, after adjustment for radium concentration and building type. Validation and interpretation of results are discussed.
引用
收藏
页码:181 / 194
页数:14
相关论文
共 16 条
[1]  
BRYK AS, 1992, HIERARCHICAL LINEAR, P95
[2]  
DUVAL JS, 1989, EQUIVALENT URANIUM M
[3]   INDOOR RADON HAZARD - A GEOGRAPHICAL ASSESSMENT AND CASE-STUDY [J].
GEIGER, C ;
BARNES, KB .
APPLIED GEOGRAPHY, 1994, 14 (04) :350-371
[4]  
GELMAN A, 1995, BAYESIAN DATA ANAL, P284
[5]  
GUNDERSEN LC, 1993, GEOLOGIC RADON POTEN, P157
[6]  
Hobbs WE, 1996, ENVIRON INT, V22, pS809, DOI 10.1016/S0160-4120(96)00188-2
[7]   Variable spacial and seasonal hazards of airborne radon [J].
Mose, DG ;
Mushrush, GW .
ATMOSPHERIC ENVIRONMENT, 1997, 31 (21) :3523-3530
[8]   POTABLE WATER AS A SOURCE OF AIRBORNE RN-222 IN UNITED-STATES DWELLINGS - A REVIEW AND ASSESSMENT [J].
NAZAROFF, WW ;
DOYLE, SM ;
NERO, AV ;
SEXTRO, RG .
HEALTH PHYSICS, 1987, 52 (03) :281-295
[9]   DISTRIBUTION OF AIRBORNE RN-222 CONCENTRATIONS IN UNITED-STATES HOMES [J].
NERO, AV ;
SCHWEHR, MB ;
NAZAROFF, WW ;
REVZAN, KL .
SCIENCE, 1986, 234 (4779) :992-997
[10]  
NERO AV, 1990, INDOOR RADON DECAY P, P25