Practical environmental statistics and data analysis:
Gespeichert in:
| Format: | Elektronisch E-Book |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
Glendale, AZ
ILM Publications
©2011
|
| Schriftenreihe: | Advanced topics in environmental science
|
| Schlagworte: | |
| Online-Zugang: | FAW01 FAW02 |
| Beschreibung: | Includes bibliographical references and index "Describes the application of statistical methods in different environmental fields, with an emphasis on how to solve real-world problems in complex systems"--Provided by publisher Chapter 1 - Enviromnental Data, Information and Indicators for Natural Resources Management - Nilgun B. Harmancioglu - Harmancioglu, Nilgun B., Cem Polat Cetinkaya - Cetinkaya, Cem Polat, Filiz Barbaros - Barbaros, Filiz - 1 -- - 1.1 - Introduction - 2 -- - 1.2 - Data versus information - 6 -- - 1.3 - Environmental data analysis - 15 -- - 1.4 - Decision making for environmental management - 34 -- - 1.5 - SMART and OPTIMA projects: Gediz case study - 41 -- - 1.6 - Concluding remarks - 58 -- - References - 63 -- - Chapter 2 - Application of Statistics in Earthquake Hazard Prediction - Endi Zhai - Zhai, Endi - 67 -- - 2.1 - Introduction - 67 -- - 2.2 - Mathematical formulation - 68 -- - 2.3 - Earthquake intensity attenuation relations - 74 -- - 2.4 - An example of earthquake hazard prediction using historical seismicity data - 74 -- - 2.5 - Summary - 78 -- - References - 79 -- - Chapter 3 - Adaptive Sampling of Ecological Populations - Jennifer A. Brown - Brown, Jennifer A. - 81 -- - 3.1 - Introduction - 81 -- - 3.2 - Adaptive cluster sampling - 82 -- - 3.3 - Adaptive allocation for stratified and two-stage sampling - 87 -- - 3.4 - Discussion - 92 -- - Acknowledgements - 93 -- - References - 93 -- - Chapter 4 - Statistics in Environmental Policy Making and Compliance in Surface Water Quality in California, USA - Jian Peng - Peng, Jian - 97 -- - 4.1 - Introduction - 97 -- - 4.2 - Clean Water Act and Porter-Cologne Water Quality Control Act - 98 -- - 4.3 - Statistics in environmental standards and water quality criteria - 99 -- - 4.4 - Statistics in environmental sampling design - 103 -- - 4.5 - California State 303(d) listing policy - 104 -- - 4.6 - Total maximum daily loads - 108 -- - 4.7 - Implementation of environmental regulations - 110 -- - Acknowledgements - 112 -- - References - 113 -- - Chapter 5 - Solving Complex Environmental Problems Using Stochastic Data Analysis: Characterisation of a HydrothermaI Aquifer Influenced by a Karst, Example of Rennes les Bains, France - Alain Mangin - Mangin, Alain, Farid Achour - Achour, Farid - 117 -- - 5.1 - Introduction - 117 -- - 5.2 - Presentation of the Rennes les Bains site and water geochemistry - 118 -- - 5.3 - Analysis of piezometric time series - 120 -- - 5.4 - Evidence of the presence of a thermal convection - 134 -- - 5.5 - Conclusion - 135 -- - References - 136 -- - Chapter 6 - Application of Statistics in the Evaluation and Optimisation of Environmental Sampling Plans - Meng Ling - Ling, Meng, Jeff Kao - Kao, Jeff - 141 -- - 6.1 - Introduction - 141 -- - 6.2 - Approach - 142 -- - 6.3 - Site applications - 151 -- - 6.4 - Summary - 160 -- - References - 161 -- - Chapter 7 - Statistical Accounting for Uncertainty in Modelling Transport in Environmental Systems - James Weaver - Weaver, James, Jordan Ferguson - Ferguson, Jordan, Matthew Small - Small, Matthew, Biplab Mukherjee - Mukherjee, Biplab, Fred Tillman - Tillman, Fred - 163 -- - 7.1 - Introduction - 163 -- - 7.2 - Model background - 166 -- - 7.3 - Parameter data - 168 -- - 7.4 - Transport in uniform aquifers - 171 -- - 7.5 - Vapour intrusion of hazardous compounds into indoor air - 173 -- - 7.6 - Contamination of municipal well fields - 175 -- - 7.7 - One source simulation - 180 -- - 7.8 - Two, four and six source simulations - 184 -- - 7.9 - Conclusion - 190 -- - Acknowledgement - 191 -- - References - 191 -- - Chapter 8 - Petroleum Hydrocarbon Forensic Data and Cluster Analysis - Jun Lu - Lu, Jun - 195 -- - 8.1 - Introduction - 195 -- - 8.2 - Cluster analysis - 196 -- - 8.3 - Types of petroleum hydrocarbons or related data for forensic analysis - 198 -- - 8.4 - Examples - 204 -- - 8.5 - Concluding remarks - 214 -- - Acknowledgements - 214 -- - References - 215 -- - Chapter 9 - Anomaly Detection Methods for Hydrologists, Hydrogeologists and Environmental Engineers - Farid Achour - Achour, Farid, Jean-Pierre Laborde - Laborde, Jean-Pierre, Lynda Bouali - Bouali, Lynda - 217 -- - 9.1 - Introduction - 217 -- - 9.2 - Different types of errors - 219 -- - 9.3 - Anomaly detection methods - 219 -- - 9.4 - Construction of a virtual time series of reference - 227 -- - 9.5 - Case study - 234 -- - 9.6 - Conclusion - 237 -- - References - 240 -- - Chapter 10 - Statistical Methods and Pitfalls in Environmental Data Analysis - Yue Rong - Rong, Yue - 243 -- - 10.1 - Introduction - 243 -- - 10.2 - Estimation of percentile and confidence interval - 244 -- - 10.3 - Correlation coefficient - 247 -- - 10.4 - Regression - 249 -- - 10.5 - Analysis of variance - 252 -- - 10.6 - Data trend analysis - 256 -- - 10.7 - Summary and conclusions - 258 -- - Acknowledgement - 258 -- - References - 259 |
| ISBN: | 9781906799045 1906799040 |
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| 490 | 0 | |a Advanced topics in environmental science | |
| 500 | |a Includes bibliographical references and index | ||
| 500 | |a "Describes the application of statistical methods in different environmental fields, with an emphasis on how to solve real-world problems in complex systems"--Provided by publisher | ||
| 500 | |a Chapter 1 - Enviromnental Data, Information and Indicators for Natural Resources Management - Nilgun B. Harmancioglu - Harmancioglu, Nilgun B., Cem Polat Cetinkaya - Cetinkaya, Cem Polat, Filiz Barbaros - Barbaros, Filiz - 1 -- - 1.1 - Introduction - 2 -- - 1.2 - Data versus information - 6 -- - 1.3 - Environmental data analysis - 15 -- - 1.4 - Decision making for environmental management - 34 -- - 1.5 - SMART and OPTIMA projects: Gediz case study - 41 -- - 1.6 - Concluding remarks - 58 -- - References - 63 -- - Chapter 2 - Application of Statistics in Earthquake Hazard Prediction - Endi Zhai - Zhai, Endi - 67 -- - 2.1 - Introduction - 67 -- - 2.2 - Mathematical formulation - 68 -- - 2.3 - Earthquake intensity attenuation relations - 74 -- - 2.4 - An example of earthquake hazard prediction using historical seismicity data - 74 -- - 2.5 - Summary - 78 -- - References - 79 -- - Chapter 3 - Adaptive Sampling of Ecological Populations - Jennifer A. Brown - Brown, Jennifer A. | ||
| 500 | |a - 81 -- - 3.1 - Introduction - 81 -- - 3.2 - Adaptive cluster sampling - 82 -- - 3.3 - Adaptive allocation for stratified and two-stage sampling - 87 -- - 3.4 - Discussion - 92 -- - Acknowledgements - 93 -- - References - 93 -- - Chapter 4 - Statistics in Environmental Policy Making and Compliance in Surface Water Quality in California, USA - Jian Peng - Peng, Jian - 97 -- - 4.1 - Introduction - 97 -- - 4.2 - Clean Water Act and Porter-Cologne Water Quality Control Act - 98 -- - 4.3 - Statistics in environmental standards and water quality criteria - 99 -- - 4.4 - Statistics in environmental sampling design - 103 -- - 4.5 - California State 303(d) listing policy - 104 -- - 4.6 - Total maximum daily loads - 108 -- - 4.7 - Implementation of environmental regulations - 110 -- - Acknowledgements - 112 -- - References - 113 -- - Chapter 5 | ||
| 500 | |a - Solving Complex Environmental Problems Using Stochastic Data Analysis: Characterisation of a HydrothermaI Aquifer Influenced by a Karst, Example of Rennes les Bains, France - Alain Mangin - Mangin, Alain, Farid Achour - Achour, Farid - 117 -- - 5.1 - Introduction - 117 -- - 5.2 - Presentation of the Rennes les Bains site and water geochemistry - 118 -- - 5.3 - Analysis of piezometric time series - 120 -- - 5.4 - Evidence of the presence of a thermal convection - 134 -- - 5.5 - Conclusion - 135 -- - References - 136 -- - Chapter 6 - Application of Statistics in the Evaluation and Optimisation of Environmental Sampling Plans - Meng Ling - Ling, Meng, Jeff Kao - Kao, Jeff - 141 -- - 6.1 - Introduction - 141 -- - 6.2 - Approach - 142 -- - 6.3 - Site applications - 151 -- - 6.4 - Summary - 160 -- - References - 161 -- - Chapter 7 - Statistical Accounting for Uncertainty in Modelling Transport in Environmental Systems - James Weaver - Weaver, James, Jordan Ferguson | ||
| 500 | |a - Ferguson, Jordan, Matthew Small - Small, Matthew, Biplab Mukherjee - Mukherjee, Biplab, Fred Tillman - Tillman, Fred - 163 -- - 7.1 - Introduction - 163 -- - 7.2 - Model background - 166 -- - 7.3 - Parameter data - 168 -- - 7.4 - Transport in uniform aquifers - 171 -- - 7.5 - Vapour intrusion of hazardous compounds into indoor air - 173 -- - 7.6 - Contamination of municipal well fields - 175 -- - 7.7 - One source simulation - 180 -- - 7.8 - Two, four and six source simulations - 184 -- - 7.9 - Conclusion - 190 -- - Acknowledgement - 191 -- - References - 191 -- - Chapter 8 - Petroleum Hydrocarbon Forensic Data and Cluster Analysis - Jun Lu - Lu, Jun - 195 -- - 8.1 - Introduction - 195 -- - 8.2 - Cluster analysis - 196 -- - 8.3 - Types of petroleum hydrocarbons or related data for forensic analysis - 198 -- - 8.4 - Examples - 204 -- - 8.5 - Concluding remarks - 214 -- - Acknowledgements - 214 -- - References - 215 -- - Chapter 9 | ||
| 500 | |a - Anomaly Detection Methods for Hydrologists, Hydrogeologists and Environmental Engineers - Farid Achour - Achour, Farid, Jean-Pierre Laborde - Laborde, Jean-Pierre, Lynda Bouali - Bouali, Lynda - 217 -- - 9.1 - Introduction - 217 -- - 9.2 - Different types of errors - 219 -- - 9.3 - Anomaly detection methods - 219 -- - 9.4 - Construction of a virtual time series of reference - 227 -- - 9.5 - Case study - 234 -- - 9.6 - Conclusion - 237 -- - References - 240 -- - Chapter 10 - Statistical Methods and Pitfalls in Environmental Data Analysis - Yue Rong - Rong, Yue - 243 -- - 10.1 - Introduction - 243 -- - 10.2 - Estimation of percentile and confidence interval - 244 -- - 10.3 - Correlation coefficient - 247 -- - 10.4 - Regression - 249 -- - 10.5 - Analysis of variance - 252 -- - 10.6 - Data trend analysis - 256 -- - 10.7 - Summary and conclusions - 258 -- - Acknowledgement - 258 -- - References - 259 | ||
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| id | DE-604.BV043960210 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:39:47Z |
| institution | BVB |
| isbn | 9781906799045 1906799040 |
| language | English |
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| series2 | Advanced topics in environmental science |
| spelling | Practical environmental statistics and data analysis edited by Yue Rong Glendale, AZ ILM Publications ©2011 txt rdacontent c rdamedia cr rdacarrier Advanced topics in environmental science Includes bibliographical references and index "Describes the application of statistical methods in different environmental fields, with an emphasis on how to solve real-world problems in complex systems"--Provided by publisher Chapter 1 - Enviromnental Data, Information and Indicators for Natural Resources Management - Nilgun B. Harmancioglu - Harmancioglu, Nilgun B., Cem Polat Cetinkaya - Cetinkaya, Cem Polat, Filiz Barbaros - Barbaros, Filiz - 1 -- - 1.1 - Introduction - 2 -- - 1.2 - Data versus information - 6 -- - 1.3 - Environmental data analysis - 15 -- - 1.4 - Decision making for environmental management - 34 -- - 1.5 - SMART and OPTIMA projects: Gediz case study - 41 -- - 1.6 - Concluding remarks - 58 -- - References - 63 -- - Chapter 2 - Application of Statistics in Earthquake Hazard Prediction - Endi Zhai - Zhai, Endi - 67 -- - 2.1 - Introduction - 67 -- - 2.2 - Mathematical formulation - 68 -- - 2.3 - Earthquake intensity attenuation relations - 74 -- - 2.4 - An example of earthquake hazard prediction using historical seismicity data - 74 -- - 2.5 - Summary - 78 -- - References - 79 -- - Chapter 3 - Adaptive Sampling of Ecological Populations - Jennifer A. Brown - Brown, Jennifer A. - 81 -- - 3.1 - Introduction - 81 -- - 3.2 - Adaptive cluster sampling - 82 -- - 3.3 - Adaptive allocation for stratified and two-stage sampling - 87 -- - 3.4 - Discussion - 92 -- - Acknowledgements - 93 -- - References - 93 -- - Chapter 4 - Statistics in Environmental Policy Making and Compliance in Surface Water Quality in California, USA - Jian Peng - Peng, Jian - 97 -- - 4.1 - Introduction - 97 -- - 4.2 - Clean Water Act and Porter-Cologne Water Quality Control Act - 98 -- - 4.3 - Statistics in environmental standards and water quality criteria - 99 -- - 4.4 - Statistics in environmental sampling design - 103 -- - 4.5 - California State 303(d) listing policy - 104 -- - 4.6 - Total maximum daily loads - 108 -- - 4.7 - Implementation of environmental regulations - 110 -- - Acknowledgements - 112 -- - References - 113 -- - Chapter 5 - Solving Complex Environmental Problems Using Stochastic Data Analysis: Characterisation of a HydrothermaI Aquifer Influenced by a Karst, Example of Rennes les Bains, France - Alain Mangin - Mangin, Alain, Farid Achour - Achour, Farid - 117 -- - 5.1 - Introduction - 117 -- - 5.2 - Presentation of the Rennes les Bains site and water geochemistry - 118 -- - 5.3 - Analysis of piezometric time series - 120 -- - 5.4 - Evidence of the presence of a thermal convection - 134 -- - 5.5 - Conclusion - 135 -- - References - 136 -- - Chapter 6 - Application of Statistics in the Evaluation and Optimisation of Environmental Sampling Plans - Meng Ling - Ling, Meng, Jeff Kao - Kao, Jeff - 141 -- - 6.1 - Introduction - 141 -- - 6.2 - Approach - 142 -- - 6.3 - Site applications - 151 -- - 6.4 - Summary - 160 -- - References - 161 -- - Chapter 7 - Statistical Accounting for Uncertainty in Modelling Transport in Environmental Systems - James Weaver - Weaver, James, Jordan Ferguson - Ferguson, Jordan, Matthew Small - Small, Matthew, Biplab Mukherjee - Mukherjee, Biplab, Fred Tillman - Tillman, Fred - 163 -- - 7.1 - Introduction - 163 -- - 7.2 - Model background - 166 -- - 7.3 - Parameter data - 168 -- - 7.4 - Transport in uniform aquifers - 171 -- - 7.5 - Vapour intrusion of hazardous compounds into indoor air - 173 -- - 7.6 - Contamination of municipal well fields - 175 -- - 7.7 - One source simulation - 180 -- - 7.8 - Two, four and six source simulations - 184 -- - 7.9 - Conclusion - 190 -- - Acknowledgement - 191 -- - References - 191 -- - Chapter 8 - Petroleum Hydrocarbon Forensic Data and Cluster Analysis - Jun Lu - Lu, Jun - 195 -- - 8.1 - Introduction - 195 -- - 8.2 - Cluster analysis - 196 -- - 8.3 - Types of petroleum hydrocarbons or related data for forensic analysis - 198 -- - 8.4 - Examples - 204 -- - 8.5 - Concluding remarks - 214 -- - Acknowledgements - 214 -- - References - 215 -- - Chapter 9 - Anomaly Detection Methods for Hydrologists, Hydrogeologists and Environmental Engineers - Farid Achour - Achour, Farid, Jean-Pierre Laborde - Laborde, Jean-Pierre, Lynda Bouali - Bouali, Lynda - 217 -- - 9.1 - Introduction - 217 -- - 9.2 - Different types of errors - 219 -- - 9.3 - Anomaly detection methods - 219 -- - 9.4 - Construction of a virtual time series of reference - 227 -- - 9.5 - Case study - 234 -- - 9.6 - Conclusion - 237 -- - References - 240 -- - Chapter 10 - Statistical Methods and Pitfalls in Environmental Data Analysis - Yue Rong - Rong, Yue - 243 -- - 10.1 - Introduction - 243 -- - 10.2 - Estimation of percentile and confidence interval - 244 -- - 10.3 - Correlation coefficient - 247 -- - 10.4 - Regression - 249 -- - 10.5 - Analysis of variance - 252 -- - 10.6 - Data trend analysis - 256 -- - 10.7 - Summary and conclusions - 258 -- - Acknowledgement - 258 -- - References - 259 NATURE / Ecology bisacsh NATURE / Ecosystems & Habitats / Wilderness bisacsh SCIENCE / Environmental Science bisacsh SCIENCE / Life Sciences / Ecology bisacsh Environmental sciences / Data processing fast Environmental sciences / Statistical methods fast Datenverarbeitung Ökologie Environmental sciences Statistical methods Environmental sciences Data processing Rong, Yue 1958- Sonstige oth |
| spellingShingle | Practical environmental statistics and data analysis NATURE / Ecology bisacsh NATURE / Ecosystems & Habitats / Wilderness bisacsh SCIENCE / Environmental Science bisacsh SCIENCE / Life Sciences / Ecology bisacsh Environmental sciences / Data processing fast Environmental sciences / Statistical methods fast Datenverarbeitung Ökologie Environmental sciences Statistical methods Environmental sciences Data processing |
| title | Practical environmental statistics and data analysis |
| title_auth | Practical environmental statistics and data analysis |
| title_exact_search | Practical environmental statistics and data analysis |
| title_full | Practical environmental statistics and data analysis edited by Yue Rong |
| title_fullStr | Practical environmental statistics and data analysis edited by Yue Rong |
| title_full_unstemmed | Practical environmental statistics and data analysis edited by Yue Rong |
| title_short | Practical environmental statistics and data analysis |
| title_sort | practical environmental statistics and data analysis |
| topic | NATURE / Ecology bisacsh NATURE / Ecosystems & Habitats / Wilderness bisacsh SCIENCE / Environmental Science bisacsh SCIENCE / Life Sciences / Ecology bisacsh Environmental sciences / Data processing fast Environmental sciences / Statistical methods fast Datenverarbeitung Ökologie Environmental sciences Statistical methods Environmental sciences Data processing |
| topic_facet | NATURE / Ecology NATURE / Ecosystems & Habitats / Wilderness SCIENCE / Environmental Science SCIENCE / Life Sciences / Ecology Environmental sciences / Data processing Environmental sciences / Statistical methods Datenverarbeitung Ökologie Environmental sciences Statistical methods Environmental sciences Data processing |
| work_keys_str_mv | AT rongyue practicalenvironmentalstatisticsanddataanalysis |