Lectures and lab classes will be recorded and uploaded on my YouTube channel.
The intermediate exam will be written with 3 questions about the topic treated to which the student will be asked to answer with text, figures and formulas. The final exam will be a discussion of the exercises provided by the students int the form of Jupyter notebooks plus a short Python exercise. Each of the exercises will be discussed separately and by booking an appointment with the professor before the formal date of the exam or at the day of the final exam. The Pico touch-screen at the first floor of the Mesiano building will be used for the presentations.
Used Software
- Python 3.* within Jupyterlab for scripting, and in particular the numpy, scipy, matplotlib and pandas es.
- Colaboratory and your google drive at University.
- Zenodo for the uploading of your final work.
- Docker , a tool designed to make it easier to create, deploy, and run applications by using containers (to see what it means, go here).
- Part of the GEOframe system for the various simulations
Lab material can be found here
Foreseen Schedule
Material uploaded is subject to modifications prior to the schedule date2019-02-27
- (a) Syllabus (YouTube 2019); - (b) A very short introduction to hydrology (YouTube 2019); (c) Mass & Energy budgets (YouTube 2019)
- Homework: Installation of Python and Jupyter (hints)
2019-03-06 - Ground based Precipitations and their statistics Separation snow-rainfall - measure of precipitation
2019-03-08 Extreme precipitations.
- Return period
- Further readings
- Intensity-duration-frequency curves and return period (YouTube 2018: Return period, IDF)
- Intensity duration Frequency curves (YouTube2019)
- Gumbel distribution for extremes (YouTube2019)
- Momenta (YouTube2019)
- Maximum likelihood (YouTube2019)
- Minimi quadrati (YouTube2019)
- L - Introducing Jupyterlab and Jupyter scripting
- Test di Pearsons/Chi square (YouTube 2019)
- More formal on Pearson's Chi square (YouTube 2019)
- Generalised extreme value distribution (YouTube 2019)
2019-03-15
- Texture and Structure of soils (YouTube 2017, YouTube2018,YouTube 2019)
- Aquifers (YouTube 2019)
- Darcy-Buckingham law (YouTube 2017, YouTube2018)
- Darcy (YouTube 2019)
- Buckingham (YouTube 2019)
- Soil Water RetentionCurves (YouTube 2017, YouTube2018,YouTube 2019)
- L - A little of Python in Jupyter lab
- Hydraulic Conductivity
- Conductivity in unsaturated soils (YouTube2018, YouTube2019)
- Saturated conductivity (YouTube2018, YouTube2019)
- Further readings
- Mass conservation - Richards equation (YouTube2017)
- Just the divergence Theorem (YouTube2018,YouTube2019)
- Solving Richards equation (YouTube2018, YouTube2019)
2019 - 03- 22
- Pedotransfer Functions - (YouTube2017,YouTube2019 I & II)
- Richards 1D (YouTube2019)
- Simplifications of Richards 1D (YouTube2017,YouTube2019)
- Macropores (YouTube2019)
- Notation Summary
- Further Readings or views (optionals)
- Phenomenology of infiltration (according to Richards equation) in a hillslope (YouTube2017)
- Water Tables equations
- Water in soils measures
- Older presentations, slides and Audios
- Video talk given at a Summer School
- A lecture on this topic at Todini's Symposium (a little advanced)
- Preferential flows
- Bimodal Water retention Curves
- An R package for getting soil hydrology
- About the Petri Net representation of Richards 1d
- Freeze and Cherry, Groundwater (Chapter 2 is especially relevant)
- L - Reading an Excel File (Notebook, Data I, Data II, YouTube Live Video)
- The groundwater equation (YouTube2019)
- Runoff Mechanisms (YouTube2019 I and II)
- Simplified views of runoff (YouTube2019)
- The de Saint Venant equation 1D (YouTube2019)
- Evaporation thermodynamics (YouTube2017,YouTube2018)
- Evaporation as Entropy growth (YouTube 2019)
- Evaporation causes diffusion of water vapor (YouTube 2019)
- Definitions (YouTube2017,YouTube2018, YouTube 2019)
- Turbulent transport of vapor (and other quantities): the Dalton law (YouTube2018, YouTube 2019)
2019-05-02 - Grades of Intermediate Test
2019-05-03 - Evaporation from soils and Transpiration
- Evaporation as energy and mass transport (Energy YouTubeVideo2019, Mass YouTubeVideo2019)
- Evaporation from soils and transpiration (From soils YouTubeVideo2019, From Plants YouTube 2019 video)
- Penman-Monteith-Schymanski-Or (Some final comments: YouTube2019Video)
- PMSO with feedbacks (YouTube2019 Video)
- From a leaf to canopies (YouTube2019 Video)
- Budyko simplification (YouTube2019Video)
- Old stuff:
Lab material can be found here
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