Methods and applications of statistics in the atmospheric and earth sciences

書誌事項

Methods and applications of statistics in the atmospheric and earth sciences

edited by N. Balakrishnan

(Wiley series in methods and applications of statistics / advisory editor, N. Balakrishnan)

Wiley, c2013

  • hbk

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注記

Includes index

内容説明・目次

内容説明

Explore the classic and cutting-edge quantitative methods for understanding environmental science research Based on the multifaceted 16-volume Encyclopedia of Statistical Sciences, Second Edition, Methods and Applications of Statistics in the Atmospheric and Earth Sciences offers guidance on the application of statistical methods for conducting research in these fields of study. With contributions from more than 100 leading experts in academia and industry, this volume combines key articles from the Encyclopedia with newly developed topics addressing some of the more critical issues, including pollution, droughts, and volcanic activity. Readers will gain a thorough understanding of cutting-edge methods for the acquisition and analysis of data across a wide range of subject areas, from geophysics, geology, and biogeography to meteorology, forestry, agriculture, animal science, and ornithology. The book features new and updated content on quantitative methods and their use in understanding the latest topics in social research, including: Drought Analysis and Forecasting Childhood Obesity Ranked Set Sampling Methodology for Environmental Data Species Richness and Shared Species Richness Geographic Information Systems Each contribution offers authoritative yet easily accessible coverage of statistical concepts. With updated references and discussion of emerging topics, readers are provided with the various statistical methods, techniques, strategies, and applications that are essential for tackling critical issues in environmental science research. Featuring a balance of classical and cutting-edge methodologies, Methods and Applications of Statistics in the Atmospheric and Earth Sciences is an excellent resource for researchers, professionals, and students in the fields of sociology, psychology, philosophy, education, political science, and the related disciplines who would like to learn about the uses of statistics in gathering, reporting, and analyzing data.

目次

Preface v Contributors 1 1 Adaptive Sampling 1 2 Agricultural Surveys 8 3 Allometry 20 4 Atmospheric Statistics 27 5 Capture-Recapture Methods-I 35 6 Capture-Recapture Methods-II 43 7 Cluster Sampling 50 8 Distance Sampling 53 9 Ecological Statistics 59 10 Environmental Statistics 67 11 Estimation of Species Richness and Shared Species Richness 76 12 Geographic Information Systems 112 13 Geostatistics 121 14 Landsat Data Analysis in Crop Area Estimation 130 15 Latin Hypercube Sampling 140 16 Line Intercept Sampling 146 17 Line Transect Sampling 148 18 Methods for Drought Analysis and Forecasting 150 19 Ranked Set Sampling Methodology for Environmental Data 185 20 Spatial Data Analysis 212 21 Spatial Processes 216 22 Spatial Sampling 223 23 Statistics in Agriculture 228 24 Statistics in Animal Science 232 25 Statistics in Biogeography 239 26 Statistics in Fisheries Research 246 27 Statistics in Forestry 251 28 Statistics in Geography 266 29 Statistics in Geology 272 30 Statistics in Geophysics 276 31 Statistics in Ornithology 292 32 Stereology 304 33 Stylometry 310 34 Systematic Sampling 318 35 Traffic Flow Problems 322 36 Transect Methods 326 37 Weather Modification-I 331 38 Weather Modification-II 338 39 Wildlife Sampling 349 Index 354

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