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46 | 46 | ## Description |
47 | | -**PySPOD** is a Python package that implements the so-called **Spectral Proper Orthgonal Decomposition** whose name was first conied by (Picard & Delville 2000), and goes back to the original work by (Lumley 1970). The implementation proposed here follows the original contributions by (Towne et al. 2018), (Schmidt & Towne 2019). |
| 47 | +**PySPOD** is a Python package that implements the so-called **Spectral Proper Orthgonal Decomposition** whose name was first conied by (picard-&-delville-2000), and goes back to the original work by (lumley-1970). The implementation proposed here follows the original contributions by (towne-et-al.-2018), (schmidt-&-towne-2019). |
48 | 48 |
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49 | 49 | **Spectral Proper Orthgonal Decomposition (SPOD)** has been extensively used in the past few years to identify spatio-temporal coherent pattern in a variety of datasets, mainly in the fluidmechanics and climate communities. In fluidmechanics it was applied to jets (Schmidt et al. 2017), wakes (Colonius & Dabiri 2017), and boundary layers (Tutkun & George 2017), among others, while in weather and climate it was applied to ECMWF reanalysis datasets under the name Spectral Empirical Orthogonal Function, or SEOF, (Schmidt et al. 2019). |
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@@ -204,35 +204,44 @@ IF you want to run tests locally, you can do so by: |
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206 | 206 | ## References |
207 | | -* (**Lumley 1970**), *Stochastic Tools in Turbulence.* |
| 207 | +###### (Lumley 1970) |
| 208 | +*Stochastic Tools in Turbulence.* |
208 | 209 | [[DOI](https://www.elsevier.com/books/stochastic-tools-in-turbulence/lumey/978-0-12-395772-6?aaref=https%3A%2F%2Fwww.google.com)] |
209 | 210 |
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210 | | -* (**Picard & Delville 2000**), *Pressure velocity coupling in a subsonic round jet.* |
| 211 | +###### (Picard & Delville 2000) |
| 212 | +*Pressure velocity coupling in a subsonic round jet.* |
211 | 213 | [[DOI](https://www.sciencedirect.com/science/article/abs/pii/S0142727X00000217)] |
212 | 214 |
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213 | | -* (**Tutkun & George 2017**), *Lumley decomposition of turbulent boundary layer at high |
214 | | -Reynolds numbers.* |
| 215 | +###### (Tutkun & George 2017) |
| 216 | +*Lumley decomposition of turbulent boundary layer at high Reynolds numbers.* |
215 | 217 | [[DOI](https://aip.scitation.org/doi/10.1063/1.4974746)] |
216 | 218 |
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217 | | -* (**Schmidt et al. 2017**), *Wavepackets and trapped acoustic modes in a turbulent jet: coherent structure eduction and global stability.* |
| 219 | +###### (Schmidt et al. 2017) |
| 220 | +*Wavepackets and trapped acoustic modes in a turbulent jet: coherent structure eduction and global stability.* |
218 | 221 | [[DOI](https://doi.org/10.1017/jfm.2017.407)] |
219 | 222 |
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220 | | -* (**Araya et al. 2017**), *Transition to bluff-body dynamics in the wake of vertical-axis wind turbines.* |
| 223 | +###### (Araya et al. 2017) |
| 224 | +*Transition to bluff-body dynamics in the wake of vertical-axis wind turbines.* |
221 | 225 | [[DOI]( https://doi.org/10.1017/jfm.2016.862)] |
222 | 226 |
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223 | | -* (**Taira et al. 2017**), *Modal analysis of fluid flows: An overview.* |
| 227 | +###### (Taira et al. 2017) |
| 228 | +*Modal analysis of fluid flows: An overview.* |
224 | 229 | [[DOI](https://doi.org/10.2514/1.J056060)] |
225 | 230 |
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226 | | -* (**Towne et al. 2018**), Spectral proper orthogonal decomposition and its relationship to dynamic mode decomposition and resolvent analysis.* |
| 231 | +###### (Towne et al. 2018) |
| 232 | +*Spectral proper orthogonal decomposition and its relationship to dynamic mode decomposition and resolvent analysis.* |
227 | 233 | [[DOI]( https://doi.org/10.1017/jfm.2018.283)] |
228 | 234 |
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229 | | -* (**Schmidt & Towne 2019**), *An efficient streaming algorithm for spectral proper orthogonal decomposition.* |
| 235 | +###### (Schmidt & Towne 2019) |
| 236 | +*An efficient streaming algorithm for spectral proper orthogonal decomposition.* |
230 | 237 | [[DOI](https://doi.org/10.1016/j.cpc.2018.11.009)] |
231 | 238 |
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232 | | -* (**Schmidt et al. 2019**), *Spectral empirical orthogonal function analysis of weather and climate data.* |
| 239 | +###### (Schmidt et al. 2019) |
| 240 | +*Spectral empirical orthogonal function analysis of weather and climate data.* |
233 | 241 | [[DOI](https://doi.org/10.1175/MWR-D-18-0337.1)] |
234 | 242 |
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235 | | -* (**Schmidt & Colonius 2020**), *Guide to spectral proper orthogonal decomposition.* |
| 243 | +###### (Schmidt & Colonius 2020) |
| 244 | +*Guide to spectral proper orthogonal decomposition.* |
236 | 245 | [[DOI](https://doi.org/10.2514/1.J058809)] |
237 | 246 |
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238 | 247 |
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