AboutHydrology: Hydrology 2020 lab

Friday, March 20, 2020

Hydrology 2020 lab

This is the material of the Laboratory Class of the Hydrology Class 2020. You can find the class material here.

1: Programs Installation

Installations (Zoom2020). For installations you can also see this Installation of the geoframe-vicenza environment with Anaconda (Zoom2020)
Material to download: ex01.zip, geoframe_vicenza.yaml, TestNotebook.zip
BTW how to upload a library in Python with Anaconda in Windows10 (YouTube2020)

2: Installations problem solving

FAQ (Zoom2020)

L - Reading an Excel File with PANDAS (Notebook, Data I, Data II, YouTube Live Video)

Also here, same topic, by Concetta D'Amato (YouTube2020, Data).

2020- 04-29 - Exercise with Python

Explorative data analysis and Simple statistics with Python's Pandas (YouTubeLive 2019)
Reading a CSV file with PANDAS (YouTubeLive 2019, YouTubeVideo2020)

Pluviometria Paperopoli

Plot data in a dataframe (YouTubeLive2019)
Gaussian Distribution (YouTube2020)
Where to find the data for your exercise
Exercise by students: Draw A Gumbel curve following the examples of the Gaussian distribution
Optional:

2020 - 05-06 Lab Work on Precipitation extremes

Estimation of Extreme Precipitation with Python
Exercise: Select randomly from a Gumbel distribution and empirically shows the effects of the central limit theorem.
For estimating the Gumbel distribution parameters:
Use moments (Vimeo2020 - Getting the parameter with the moments methods)

Vimeo2020 - Plotting the curves and the data

2020 -05-08

2020 -05-13

Pearson's Tests (YouTubeLive2019, Vimeo2020 Parte I,YouTube2020 Parte II)
Estimating the intensity-duration-frequency curves (YouTubeLive2019, YouTubeLive2020-I,YouTubeLive2020-II)
Some extras hints for your Notebooks

How to import map and images in Jupyter

1 - A first way to do it
2 - A second way

A template for the Notebook of precipitation maxima

2020-05-15 - Storyboard of the class

Introduction to the Object Modelling System (The manual chapter here, YouTube 2019,YouTube2020)
The Working Environment (The manual chapter here, YouTube 2019,YouTube2020)
The .sim files (The manual chapter here, YouTube 2019,YouTube2020)
The main features of the Console (YouTube2020)
Further examples

can be found at the Winter School 2020 pages (in English) with videos.

Simulations with Richards 1D:

The OMS Project for Richards1d to download
Where the Jupyter Notebooks for Richards 1D are (YouTube2020)
BTW how to upload a library in Python with Anaconda in Windows10 (YouTube2020)

2020-05-20

The grid creation (YouTube2020)
A series of Notebooks with planned simulations for your inspiration (please pay attention that the environment geoframe-vicenza already contains some of the scripts that needed to be uploaded explicitly the examples)

1-2-3-4-5-6-7

2020-05-22

Richards 1D part II (YouTube 2020)

Discussion of the .sim file (YouTube2020)

Richards 1D part III (YouTube 2020)

Example of simulation (YouTube2020)
Almost starting from the scratch (YouTube2020)

Estimating evaporation and transpiration

A few notebooks on radiation, functional to the estimation of Evaporation and Transpiration
Priestley-Taylor

Generalities (YouTube2020, Vimeo2020)
Executing the GEOframe component (YouTube2020 - I, YouTube2020 -II, All together: Vimeo2020)
On plotting time series (YouTube2020)

Penman-Monteith FAO
Material to download
Penman-Monteith-FAO (PMF) (YouTube2020, Vimeo2020)
Eseguire PMF in GEOframe - Part I (YouTube2020)
Eseguire PMF in GEOframe - Part II (YouTube2020)
Eseguire PMF (all together: Vimeo2020)
2020-06-03

Prospero (YouTube 2020)
How to use the Prospero model (YouTube2020)
A notebook for treating time series (of evapotranspiration, Vimeo2020)
Extra material for who interested:

Lysimeter-Pro (Vimeo2020)
How to execute Lysimeter Pro (Vimeo2020)

Additional material (on radiation)

We need radiation too. The topic is very boring (or technical?) but necessary to who want to do evapotranspiration and snow. After all radiation moves it all.