Statistics in the environmental & earth sciences:
Saved in:
| Format: | Book |
|---|---|
| Language: | English |
| Published: |
London [u.a.]
Arnold [u.a.]
1992
|
| Edition: | 1. publ. |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XIV, 306 S. graph. Darst., Kt. |
| ISBN: | 0340545305 0470219467 |
Staff View
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| 245 | 1 | 0 | |a Statistics in the environmental & earth sciences |c ed. by Andrew T. Walden .. |
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Record in the Search Index
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| adam_text | Contents
Preface vii
Reviewers ix
Contributors xi
Introduction to statistics in the environmental sciences xiii
1 Establishing a statistical context for the evaluation of air quality
models I
1.1 Introduction 1
1.2 Development and evaluation of air quality models 2
1.3 Purposes and protocols of model evaluation 6
1.4 How can statistical inference become relevant? 7
1.5 Model complexity 8
References 8
2 Quality data networks that minimize entropy 10
2.1 Introduction 10
2.2 General theory 11
2.3 Multivariate normal theory 16
2.4 An illustrative example 26
2.5 Network design policy and implementation 32
2.6 Conclusion 37
References 38
3 Nonparametric estimation of spatial covsnance with
application to monitoring network evaluation 39
3.1 Introduction 39
3.2 Information transmission network design 41
3.3 Nonparametric estimation of spatial covariance 42
3.4 An application 44
Acknowledgements 50
References 50
iv Contents
4 Spatial covariance estimation for monitoring data 52
4.1 Introduction and summary 52
4.2 Covariance estimation for monitored locations 53
4.3 Extension to unmonitored locations 55
4.4 Interpolation and estimation of the mean 57
4.5 Example: acid rain data 60
References 70
5 Modeling daily precipitation progress and problems 71
5.1 Introduction 71
5.2 Stochastic models of daily precipitation 72
5.3 Parameter identification and model selection 74
5.4 Some problems with precipitation data 79
5.5 Application to practical problems 80
5.6 Some new approaches 81
5.7 Discussion 86
Acknowledgement 86
References 86
6 Aging functions and their nonparametric estimation in
point process models of rainfall 90
6.1 Introduction 90
6.2 Aging in rainfall fields 92
6.3 Aging functions in rainfall models 98
6.4 Nonparametric estimation of aging functions 107
6.5 Properties of the estimator 110
6.6 Concluding remarks 115
References 115
Introduction to statistics in the earth sciences 117
7 Deconvolution of chaotic and random time series 119
7.1 Introduction: the nature of chaos 119
7.2 Tools for chaotic time series analysis 122
7.3 Convolutional representation: random and chaotic
processes 125
7.4 The deconvolution procedure 128
7.5 Discussion 132
Acknowledgements 133
References 133
8 Deconvolving nonGaussian time series: the seismic
experience 137
8.1 Introduction 137
8.2 Deconvolution 139
Contents v
8.3 Investigation of phase lag estimation by simulation 144
8.4 Application to seismic data 149
8.5 Summary and conclusions 153
8.6 Appendix 154
Acknowledgements 154
References 155
9 Deconvolution of short period teleseismic and regional
time series 156
9.1 The structure of seismic signals 156
9.2 Statistical considerations 159
9.3 Deconvolution of teleseismic f waves from nuclear
explosions 167
9.4 Spectral factoring of regional array data 179
9.5 Conclusions 182
Acknowledgements 186
References 186
10 Envelope estimation for quasi periodic geophysical
signals in noise; a multitaper approach 189
10.1 Introduction 189
10.2 The inverse problem for an oscillation envelope 190
10.3 Envelopes of coupled long period seismic oscillations 202
10.4 Orbital quasi periodicities in paleoclimate data 209
10.5 Summary 214
Acknowledgements 216
References 216
11 Statistical methods for the description and display of
earthquake catalogs 220
11.1 Introduction 220
11.2 Part I: the basic parameters of earthquake catalogs 221
11.3 Part II: kernel methods 223
11.4 Part III: semiparametric methods: orthogonal
function and spline estimates 231
11.5 Part IV: stochastic process methods 238
Acknowledgements 244
References 244
12 Stochastic models for the distribution of rock types in
petroleum reservoirs 247
12.1 Overview 247
12.2 Experimentation with stochastic models 248
12.3 Classes of models 251
12.4 Markov random fields 252
12.5 Stochastic geometry 255
vi Contents
12.6 Iterative simulation schemes 258
12.7 Parameter estimation 270
12.8 Examples 276
Acknowledgements 280
References 280
13 Analysis of geochemical data sampled on a regional
scale 283
13.1 Geostatistics 283
13.2 Prediction of heavy minerals 292
13.3 Conclusion 297
Acknowledgements 297
References 297
Index 301
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| isbn | 0340545305 0470219467 |
| language | English |
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| spelling | Statistics in the environmental & earth sciences ed. by Andrew T. Walden .. 1. publ. London [u.a.] Arnold [u.a.] 1992 XIV, 306 S. graph. Darst., Kt. txt rdacontent n rdamedia nc rdacarrier Aardwetenschappen gtt Ecología - Estadística Milieukunde gtt Statistische methoden gtt Tierra, Ciencias de la - Estadística Earth sciences Statistical methods Environmental engineering Statistical methods Umweltwissenschaften (DE-588)4137364-9 gnd rswk-swf Geografie (DE-588)4020216-1 gnd rswk-swf Statistik (DE-588)4056995-0 gnd rswk-swf Geostatistik (DE-588)4020279-3 gnd rswk-swf Geografie (DE-588)4020216-1 s Statistik (DE-588)4056995-0 s DE-604 Geostatistik (DE-588)4020279-3 s Umweltwissenschaften (DE-588)4137364-9 s Walden, Andrew T. 1954- Sonstige (DE-588)141005777 oth HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=005396580&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Statistics in the environmental & earth sciences Aardwetenschappen gtt Ecología - Estadística Milieukunde gtt Statistische methoden gtt Tierra, Ciencias de la - Estadística Earth sciences Statistical methods Environmental engineering Statistical methods Umweltwissenschaften (DE-588)4137364-9 gnd Geografie (DE-588)4020216-1 gnd Statistik (DE-588)4056995-0 gnd Geostatistik (DE-588)4020279-3 gnd |
| subject_GND | (DE-588)4137364-9 (DE-588)4020216-1 (DE-588)4056995-0 (DE-588)4020279-3 |
| title | Statistics in the environmental & earth sciences |
| title_auth | Statistics in the environmental & earth sciences |
| title_exact_search | Statistics in the environmental & earth sciences |
| title_full | Statistics in the environmental & earth sciences ed. by Andrew T. Walden .. |
| title_fullStr | Statistics in the environmental & earth sciences ed. by Andrew T. Walden .. |
| title_full_unstemmed | Statistics in the environmental & earth sciences ed. by Andrew T. Walden .. |
| title_short | Statistics in the environmental & earth sciences |
| title_sort | statistics in the environmental earth sciences |
| topic | Aardwetenschappen gtt Ecología - Estadística Milieukunde gtt Statistische methoden gtt Tierra, Ciencias de la - Estadística Earth sciences Statistical methods Environmental engineering Statistical methods Umweltwissenschaften (DE-588)4137364-9 gnd Geografie (DE-588)4020216-1 gnd Statistik (DE-588)4056995-0 gnd Geostatistik (DE-588)4020279-3 gnd |
| topic_facet | Aardwetenschappen Ecología - Estadística Milieukunde Statistische methoden Tierra, Ciencias de la - Estadística Earth sciences Statistical methods Environmental engineering Statistical methods Umweltwissenschaften Geografie Statistik Geostatistik |
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