Hydrology 2024 lab

The lab is almost half of the class. According to the motto "learning by doing" it covers at least three numerical experiments:

• Some elaborations with time series
• The estimation of the Intensity-Duration-Frequency curves
• A few experiments with infiltration
• A few experiments with evaporation and transpiration 

Please find below

• The general Vimeo Showcase
• The general OSF repository for the lab

Videos and material are  indicated singularly below.

 2023-03-04 Introduction to working with Jupyter and Notebooks

•  A little introduction to Jupyter Notebook by Concetta D'Amato (YouTube2020, Data). 
• A little of introduction
• Elementary operations 
• Vimeo2024 part1
• Vimeo2024 part2
• Reading a CSV file with PANDAS 
• The Class Notebook I
• Vimeo2024
• Pluviometria Paperopoli
• Notebook
•  Vimeo2023, Vimeo2022, Vimeo2021, YouTubeLive 2019, YouTubeVideo2020
• Reading an Excel File 
• The Class Notebook II
• (Vimeo2024, Vimeo 2023)
• Data 
• Notebook

2024-03-12

• Reading a timeseries of daily rainfall organized in a Table whose rows contains the days and columns different years 
• Data (Daily Precipitation od San Martino di Castrozza from 1921 to 1990)
• Notebooks:
• Reading the Data and creating a PANDAS time series 
• The Class Notebook I
• The Class Notebook II
• The Class Notebook III
• Vimeo 2024 part I , Vimeo 2024 part II
• (Vimeo 2023 Part I, Vimeo2023 Part II)
• (Vimeo2022 PartI, Vimeo2022 Part II)

• Same thing as above (Vimeo2022)
• Chat GPT use suggestions (Vimeo2024)
• Other ChatGPT suggestions (Vimeo2024)
• Grouping the data by year (Vimeo 2022)
• A better plot of the time series 
• Monthly mean precipitation (Vimeo2022)

• Counting the events and producing their empirical statistics (Vimeo2022)

Interpolating the Gumbel distribution to annual precipitation maxima

• with using the mean and the variance (Notebook, Vimeo2024, Vimeo2023)
• with the maximum likelihood (Notebook, Vimeo2024, Vimeo2023)
• with the minimum square methods (Notebook, Vimeo2024, Vimeo2023)
• Il test di Pearson (Notebook, Vimeo2024, Vimeo 2023)
• Finally interpolating the curves (Notebook, Vimeo2024, Vimeo2023)

2024-05-06/07 - Introduction to Infiltration with WHETGEO 1D

Below, you'll discover the resources for the second part of the lab, which encompass instructions for utilizing Object Modelling System version 3 (OMS3) models such as WHETGEO1D and GEOET. Within the OMS Projects, you'll find a directory named Jupyter_Notebook, housing sets of notebooks designed to guide you through handling both input and output data for these programs.

• Material
• Creation of the WHETGEO - 1D Grid (Vimeo2024)
• Introduction to WHETGEO - 1D (Vimeo2024)
• Ways to visualize the output (Vimeo2024)
• Summary of the instructions (Vimeo2024)
• Time Series Formatter (Vimeo2024)
• How to run the simulation (Vimeo2024)

A general introduction to some OMS3 concepts

• A Short introduction to OMS3 (Vimeo2024)
• The Working Environment (Vimeo2024)
• The Simulation File (Vimeo2024)
• The OMS3 Console
• An alternative way for executing OMS from Jupyter Notebooks

2024-05-13 - Radiation in practice/Estimation of Evapotranspiration

Please below find Notebooks and video related to the estimation of radiation. Theradiationin this class, will be functional to the estimation of evapotranspiration with the Priestley-Taylor and Penman-FAO models,

• Radiation project to download
• Evapotranspiration project to download
• Radiation calculation (Vimeo2024)
• Radiation calculation with Clearness (Vimeo2024)

2024-05-20 - Introduction to the estimation of evapotranspiration

• Stress Factor (Vimeo2024)
• Priestley - Taylor (Vimeo2024)
• How to use time series creator (Vimeo2024)
• Penman Monteith FAO (Vimeo2024)

Addendum

• Other van Genuchten parameters given the soil texture can be found at https://www.pc-progress.com/en/OnlineHelp/HYDRUS3/Hydrus.html?WaterFlowParameters.html