Earth systems data processing and visualization using MATLAB:
Gespeichert in:
| Beteilige Person: | |
|---|---|
| Format: | Buch |
| Sprache: | Englisch |
| Veröffentlicht: |
Cham
Springer
[2020]
|
| Schriftenreihe: | Advances in science, technology & innovation
IEREK interdisciplinary series for sustainable development |
| Schlagwörter: | |
| Links: | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=030949097&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| Umfang: | xi, 277 Seiten Illustrationen, Diagramme |
| ISBN: | 9783030015411 |
Internformat
MARC
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| 245 | 1 | 0 | |a Earth systems data processing and visualization using MATLAB |c Zekâi Sen |
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| 300 | |a xi, 277 Seiten |b Illustrationen, Diagramme | ||
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Datensatz im Suchindex
| _version_ | 1819302991982755840 |
|---|---|
| adam_text | 1 Introduction................................................................................................................... 1.1 General................................................................................................................. 1.2 Science Philosophy............................................................................................. 1.3 Software and Philosophy.................................................................................. 1.4 Logic Rules.......................................................................................................... 1.5 Computation........................................................................................................ 1.6 Computer Program Structure.............................................................................. 1.7 Purpose of the Book............................................................................................ References........................................................................................................................ 1 1 2 3 4 5 5 6 6 2 Meteorology................................................................................................................... 2.1 General................................................................................................................. 2.2 Storm Rainfall Records....................................................................................... 2.2.1 Frequency (Risk) Calculation from Probability Distribution Function
(PDF)....................................................................................... 2.3 Intensity-Duration-Frequency (IDF)................................................................ 2.3.1 Dimensionless Intensity-Duration (DID) Curve................................. 2.3.2 PDF and IDF Curve Software............................................................. 2.4 Radar Data.......................................................................................................... 2.4.1 PDFs Matching Procedure.................................................................... 2.4.2 Application.............................................................................................. 2.5 Probable Maximum Precipitation (PMP)......................................................... 2.6 Meteorological Water Balance ......................................................................... 2.7 Standard Precipitation Index (SPI).................................................................... 2.8 Harmonic Analysis.............................................................................................. 2.8.1 Known Seasonality Case....................................................................... References........................................................................................................................ 7 7 7 9 12 15 17 21 23 28 30 36 43 46 50 52 Hydrology ...................................................................................................................... 3.1
General................................................................................................................. 3.2 Digital Elevation Model (DEM)....................................................................... 3.2.1 Gradients (Slopes).................................................................................. 3.2.2 Cross-Sections......................................................................................... 3.2.3 Rating Curve............................................................................................ 3.3 Floods................................................................................................................... 3.3.1 Flood Risk.............................................................................................. 3.3.2 Probable Maximum Flood (PMF)......................................................... 3.4 Risk Calculation................................................................................................... 3.5 Droughts............................................................................................................... 3.5.1 Wet and Dry Periods.............................................................................. 3.5.2 Drought Indices....................................................................................... References........................................................................................................................ 53 53 53 54 54 55 67 72 73 74 78 78 80 87 3 ix
Conte x 4 Hydrogeology................................................................................................................. 4.1 General................................................................................................................. 4.2 Aquifer Parameters.............................................................................................. 4.3 Confined and Unconfined Aquifer Tests........................................................ 4.3.1 Single Porous Media.............................................................................. 4.4 Fractured Aquifer Test....................................................................................... 4.5 Groundwater Management and Optimization................................................. 4.5.1 Well Field Optimization......................................................................... References........................................................................................................................ 89 89 89 90 91 106 110 113 114 5 Hydrochemistry............................................................................................................ 5.1 General................................................................................................................. 5.2 Ion Concentration................................................................................................. 5.2.1 Ion Conversion Units and Balance...................................................... 5.3 Numerical Indicators
......................................................................................... 5.3.1 Electrical Conductivity (EC)................................................................ 5.3.2 Total Dissolved Solids (TDS)................................................................ 5.3.3 Total Hardness....................................................................................... 5.3.4 Sodium Adsorption Ratio (SAR)......................................................... 5.4 Graphical Representations................................................................................... 5.4.1 Stiff Diagram.......................................................................................... 5.4.2 Circular Diagram..................................................................................... 5.4.3 Schoeller Diagram................................................................................... 5.5 Trilinear (Piper) Diagram.................................................................................. 5.6 Multi-rectangular Diagram................................................................................ 5.7 Standard Ion Index Template........................................................................... 5.8 Water Quality Index............................................................................................ 5.8.1 Similarity Model..................................................................................... 5.8.2 Association Matrix................................................................................ 5.8.3 Fuzzy
Classification................................................................................ 5.9 Applications.......................................................................................................... References........................................................................................................................ 115 115 115 115 117 117 118 118 119 119 119 120 120 121 126 130 133 134 136 137 137 140 6 Simulations...................................................................................................................... 6.1 General................................................................................................................. 6.2 Stochastic Processes............................................................................................ 6.2.1 Independent Process.............................................................................. 6.2.2 Markov Process....................................................................................... 6.2.3 White Markov Process........................................................................... 6.2.4 ARIMA Process..................................................................................... 6.3 Maximum Rainfall Simulation ......................................................................... 6.4 Computer Programs............................................................................................ Appendix........................................................................................................................... Seasonal
Generation Process......................................................................................... References........................................................................................................................ 143 143 143 145 146 148 150 155 163 164 164 170 7 Climate Change............................................................................................................ 7.1 General................................................................................................................. 7.2 General Circulation Models (GCMs)................................................................ 7.3 Fundamentals of Climate Modeling.................................................................. 7.3.1 Basic Flowchart..................................................................................... 7.4 Downscaling Principles....................................................................................... 7.4.1 Dynamic Downscaling Procedure......................................................... 7.4.2 Statistical Downscaling Procedure...................................................... 171 171 171 172 172 174 174 174
XI Contents 7.5 Simple Statistical Downscaling Model............................................................. 7.5.1 Spatial Dependence Function................................................................ 7.5.2 Spatial Model......................................................................................... 7.5.3 Temporal Model..................................................................................... 7.6 Software for Statistical Downscaling................................................................ 7.6.1 Application in Turkey........................................................................... References........................................................................................................................ 175 176 177 179 180 187 190 8 Spatial Analyses............................................................................................................ 8.1 General................................................................................................................. 8.2 Spatial Dependence Function (SDF)................................................................ 8.3 Semi-variogram (SV).......................................................................................... 8.4 Cumulative SV ................................................................................................... 8.5 Point CSV............................................................................................................ 8.6 Directional Semi-variogram
(DSV).................................................................. 8.7 Innovative Spatial Dependence Function........................................................ 8.8 Regional Estimation Procedure......................................................................... References........................................................................................................................ 193 193 193 195 197 200 202 207 210 215 9 Renewable Energy....................................................................................................... 9.1 General................................................................................................................. 9.2 Solar Energy........................................................................................................ 9.2.1 Angstrom Model..................................................................................... 9.2.2 Unrestrictive Model................................................................................ 9.2.3 Successive Substitution Model............................................................. 9.2.4 Nonlinear Models.................................................................................. 9.2.5 Probabilistic Innovative Solar Energy Estimation............................... 9.3 Wind Energy........................................................................................................ 9.3.1 Topographic Features........................................................................... 9.3.2 Power
Formulations................................................................................ 9.3.3 Wind Field Data..................................................................................... 9.3.4 Turbine Calculations.............................................................................. 9.4 Hydropower.......................................................................................................... 9.4.1 Classical and Energy Tree Hydropower Models............................... 9.5 Newtonian Energy Principle.............................................................................. References........................................................................................................................ 217 217 217 217 219 221 223 225 229 232 232 233 234 239 239 240 242 10 Innovative Trends........................................................................................................ 10.1 General................................................................................................................. 10.2 Trend Concepts................................................................................................... 10.3 Innovative Trend Template (ITT) Analysis.................................................... 10.4 Innovative Variability Analysis......................................................................... 10.5 Crossing Trend Identification........................................................................... 10.6 Variation
Trend................................................................................................... 10.7 Partial Trend Components.................................................................................. 10.8 Fuzzy Trend Analysis......................................................................................... 10.9 Over-whitening Trend Analysis......................................................................... References........................................................................................................................ 243 243 243 245 247 249 259 261 262 267 274 Index 275
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| illustrated | Illustrated |
| indexdate | 2024-12-20T18:30:31Z |
| institution | BVB |
| isbn | 9783030015411 |
| language | English |
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| series2 | Advances in science, technology & innovation IEREK interdisciplinary series for sustainable development |
| spellingShingle | Şen, Zekâi 1947- Earth systems data processing and visualization using MATLAB MATLAB (DE-588)4329066-8 gnd Systemanalyse (DE-588)4116673-5 gnd Datenverarbeitung (DE-588)4011152-0 gnd |
| subject_GND | (DE-588)4329066-8 (DE-588)4116673-5 (DE-588)4011152-0 (DE-588)1135962553 |
| title | Earth systems data processing and visualization using MATLAB |
| title_auth | Earth systems data processing and visualization using MATLAB |
| title_exact_search | Earth systems data processing and visualization using MATLAB |
| title_full | Earth systems data processing and visualization using MATLAB Zekâi Sen |
| title_fullStr | Earth systems data processing and visualization using MATLAB Zekâi Sen |
| title_full_unstemmed | Earth systems data processing and visualization using MATLAB Zekâi Sen |
| title_short | Earth systems data processing and visualization using MATLAB |
| title_sort | earth systems data processing and visualization using matlab |
| topic | MATLAB (DE-588)4329066-8 gnd Systemanalyse (DE-588)4116673-5 gnd Datenverarbeitung (DE-588)4011152-0 gnd |
| topic_facet | MATLAB Systemanalyse Datenverarbeitung Erde |
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| work_keys_str_mv | AT senzekai earthsystemsdataprocessingandvisualizationusingmatlab |