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| Photo by Michele Vettorazzi (Environmental Engineer and Photographer) |
2021-02-28 Introduction to working with Jupyter and Notebooks
- A little introduction to Jupyter Notebook by Concetta D'Amato (YouTube2020, Data).
- Exercise with Python
2022-03-07
- Reading a timeseries of daily rainfall organized in a Table whose rows contains the days and columns different years
- Data (Daily Precipitation from 1921 to 1990)
- Notebooks:
2022-03- 22
- Same thing as above (Vimeo2022)
- Grouping the data by year (Vimeo 2022)
- A better plot of the time series
- Monthly mean precipitation (Vimeo2022)
2022-03-29
- Counting the events and producing their empirical statistics (Vimeo2022)
2022-05-02 - Estimation of the intensity-duration-frequency curves with Python
With this class we start the determination of the rainfall extremes in a point. For obtaining this we make use of the PANDAS and the Matplotlib libraries of Python (3.*). The determination of the extremes is a necessary step in any engineering project that involves water flows. Constructions like sewage systems, dams, levees, all require the knowledge of the expected precipitation with an assigned return period.
Do not forget to have the data of Pluviometria Paperopoli ready.
- Moments method
- The Notebook for the Moments Method
- Introduction
- Implementing the Moments method within a Notebook
- Use moments
2022-05-03
- Moments (last part)
- The Notebook For the Maximum Likelihood
- Use maximum likelihood
- The Notebook for the Minimum squares
- Use Minimum squares
2022-05-09 - Introduction to the GEOframe/OMS3 system
Geoframe is a system for doing hydrology by computer. It provides the components to model all the compartments of the hydrological cycle with tools that follow various modelling philosophies. The main idea it deploys is that these components can be joined at run time with a scripting language to provide "modelling solutions". During this course we explore some possibilities it offers.
2022-05-09/10 - Modelling Evapotranspiration with GEOET
The second part of the lab regards the simulation of evaporation and transpiration. Three models are used, Priestley-Taylor, Penman-Monteith-FAO and the Prospero model in various combination. The estimation of radiation is an important part of the estimate.
- The material is @ https://osf.io/wx84g/ The material includes the relevant Notebooks.
- Here the Videos:
2022-05-16/17 - Modelling Evapotranspiration with GEOET
2022-05-23/24 - Estimating the infiltration with WHETGEO 1D
To model infiltration we use a 1D implementation of the Richards equation called WHETGEO, an acronym which stands for Water, HEat and Transport in GEOframe. These classes introduces the simulations with WHETGEO 1D step by step
- The material for the exercise can be downloaded here.
- Infiltrazione in un suolo omogeneo (Vimeo2022)
- Grid construction- I (Vimeo2022)
- Grid Construction - II (Vimeo2022)
- Simulation workflow file described (Vimeo2022)
- Visualization of the output (Vimeo2022)
- Second exercise: infiltration in a two layer soil (Vimeo2022)
- Third exercise: two layer soil but different boundary conditions (Vimeo2022)
- Fourth exercise: infiltration excess (Vimeo2022)
- Grid creation (Vimeo2022)
- Fifth exercise: saturation excess (Vimeo2022)
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