December 20 - December 22, 2021
January 10 - January 14, 2022
Scientific Committee
Prof. Riccardo Rigon, Ph.D.; Prof. Giuseppe Formetta, Ph.D; Eng. Niccolò Tubini, Ph.D., Eng. Marialaura Bancheri, Ph.D.
Organizing Committee
Eng. Concetta D’Amato, Eng. Shima Azimi, M. Sc. Martin Morlot, Eng. Daniele Andreis, Eng. Gaia Roati, Eng. Riccardo Busti (the fantastic group of our Ph.D. students)
Partners
Department of Civil, Environmental and Mechanical Engineering, University of Trento
Center Agriculture Food Environment, University of Trento
Institute for Agricultural and Forest Systems in the Mediterranean, National Research Council, Ercolano NA, Italy
GENERALITIES
GEOframe is a system for doing hydrology by computer. By saying that it is a system, we emphasize that it is not a model but an infrastructure that can contain many differentiated modelling solutions (some tens of that) that are built upon model components. This is because GEOframe leverages on the Object Modelling system-framework (v3) that allows to connect modelling components to solve a specific hydrological issue together and having many alternatives for its mathematical/numerical description. This infrastructure allows adapting the tools to the problems and not vice versa. GEOframe has been applied to hydrological simulations from the point scale to large catchments as the Blue Nile, and among those is being deployed to the Po river (the largest in Italy) with great detail. GEOframe is open source and built with open source tools.
CONTENTS
GEOframe contains tens of components that cover rainfall-runoff, evaporation, transpiration, infiltration, terrain analysis tools, interpolation models, calibrations tools, and so on. The Winter School is about using some of these tools to perform the hydrological budget of catchments. The core rainfall-runoff model is dynamical systems (systems of ordinary differential equations) and the school mainly treats their theory and their use in a contemporary way as summarized in these 7 steps. Besides the lectures and the hands-on sessions, the Summer School is the occasion for discussion and experience exchange among senior scholars and young researchers.
PARTICIPANTS' BACKGROUND
Admissions are reserved to up to 30, PhD students and postdoctoral students, young researchers willing to learn the use of the GEOframe tools envisioned for the study of infiltration, energy budget, vegetation transpiration, water budget with process-based models
All students are asked to upload a CV and a motivation letter when applying.
WORKLOAD AND CREDITS
The Winter School which is to be held in English, consists of 8 hours/day of activities for 8 days. The first three days, 20-22 of December, will be dedicated to the installation of the new version of GEOframe-OMS system tools. Lectures will be brief, dedicated to informatics and the exploiting of the concepts of modeling by components, Digital Twin Earth, and most of the time will be used for supporting participants’ installations.
The other five days (10-14 January) will cover:
Catchment and Hydrologic Response Unit delineation
Meteorological variables interpolation with Kriging techniques
Simple evapotranspiration methods
Snow models
Radiation
Rainfall-Runoff modelling
as explained in these 7 steps.
LOCATION & TIMING
University of Trento Polo Mesiano, H1 Room and Online. The three days on informatics and installations will be online. The others online and onsite. The time schedule will be 9-13 and 14-18 CET each of the days. Lectures and workouts will be recorded and immediately posted on the VIMEO Channel of the School and therefore they could be followed off line. Special agreement will be arranged for supporting abroad students with fuse issues.
PARTICIPATION COSTS
Registration deadline January 2, 2022, 12 p.m. (Italian time).
Subscription to the class is necessary for anyone to receive the information to participate.
Admissions are reserved to up to 30. The students at the University of Trento will be admitted to the School on a supernumerary basis.
The days in December will be held only on-line through Zoom.
A maximum of 15 people may attend the January days in person. In any case it will be possible to follow the School on-line through Zoom.
For those who want the certificate, the Course costs 180 Euros. In any case, the certificate is issued after the presentation of a small project of simulations for which appropriate tutoring will be given during and after the School.
The cost is free for:
students of the Hydrological Modelling Classes at the University of Trento,
Ph.D. students of the University of Trento DICAM and C3A programs,
the participants of the WATZON and WATERSTEM PRIN projects,
members of the Young Hydrological Society of the Italian Hydrological Society
all who want to participate without having a certificate of GEOframe proficiency.
CONTACTS
For further information write to: abouthydrology@google.com or to the Secretary of the Class dott. Lorena Galante, lorena.galante@unitn.it
OTHER INFORMATION
The GWS2022 talks and labs will be recorded and made publicly available during the School for self-training through the GEOframe blog (http://geoframe.blogspot.com).
INDEX OF THE LECTURES for the inpatients (links to videos and material)
FORESEEN SCHEDULE
December 20:
These
days are dedicated to those who never approached the GEOframe system and pursue
the understanding of how it works.
- Installations:
- Anaconda and
set up of the virtual environment GEOframe_verona;
- Java (jdk
11);
- OMS console
3.6.28;
- QGIS (or
other GIS software mainly for visualizing maps);
- Brief
introduction to Jupyter notebooks and Python;
- Solving
installation problem.
December 21-22:
- The philosophy
behind OMS/GEOframe;
- The GEOframe
deployment;
- A brief
introduction to the Object Modelling System;
- The OMS
working environment;
- The structure
of a .sim file;
- The OMS
console;
- Practical
session on OMS;
- What are the
Digital Twin Earth models;
- How to
contribute to GEOframe.
January 10:
This
day is dedicated to watershed delineation and hillslope extraction. First the
relevant concepts are given. Then the Horton Machine tools are used to get the
desired results.
Morning session
- Planning the catchment analysis: the seven steps of hydrological
analysis;
- The catchment
landscape: form, organization, types;
- Hydrogeomorphology:
the basic theory;
- Exercise with
DEM for extracting the basic features.
Afternoon session
- Hydrogeomorphology: the derived quantities;
- Exercise with
DEM for extracting the derived quantities;
- Hydrogeomorphology:
hillslope-link partition of the basin;
- Exercise on
hillslope-link partition of the basin;
- The GEOframe
Input builder new tool.
January 11:
This day is dedicated
to interpolate meteorological data with Kriging.
Morning session
- Practical session on data analysis;
- Normal score;
- The Kriging’s
equations;
- Variography;
- The GEOframe
Spatial Interpolation Package (SIK);
- Error
estimation.
Afternoon session
January 12:
Evapotranspiration
accounts for most of fifty percent of the terrestrial hydrological cycle. We
illustrate here some ways to estimate it with the tools offered by the GEOframe
system.
Morning session
- Radiation;
- Exercise on
radiation;
- Phase
transformation, i,e the Clausius-Clapeyron equation;
- Momentum and
water vapor transport in atmosphere;
- Evaporation as
energy flow;
- Evaporation or
transpiration?;
- The
Priestly-Taylor model;
- The FAO model.
Afternoon session
- Exercise
on Priestly-Taylor model and FAO model;
- Snow models:
temperature index and Cazorzi Dalla Fontana;
- Exercise on modelling the snow water equivalent in GEOframe.
January 13:
Finally we go to the
core of the School, the modelling of the Hydrological cycle. However treating
the geomorphology and the inputs was hydrological modelling too. According to
the rule garbage in - garbage out, whatever the core models are, their result
cannot be any good if the inputs are wasted.
Morning session
- What are models in Hydrology?;
- Hydrological
Dynamical System;
- The
representation of Hydrological Dynamical System;
- Net3.
Afternoon session
- A few reservoir connected together in a single subbasin;
- Connect the
subbasins by using the topology;
- Calibration
with LUCA.
January 14:
GEOframe
aims to simulate the whole hydrological cycle. About evaporation and
transpiration was already talked about on Day 4. However, several other
aspects can be accounted for in GEOframe for obtaining a realistic
representation of the hydrological cycle. The scope of this day is to
progressively introduce new aspects and features.
Morning session
- Adding the interception, routing and reservoirs;
- Set up the
GEOframe-NewAge model.
Afternoon session
- Analysis of the results in light of streamflow signatures by using
the hydroanalysis Python package.
Acknowledgements
Specific Documentation
The specific documentation regards papers and thesis written on the GEOframe components used in this School. Other literature, of general interest, is provided within the presentations given during the course. Practical documentation for any of the tasks is provided by means of Jupyter Notebooks, of which the general ones are reported below.
Some essential about the Object Modelling System
Bottazzi, Transpiration Theory and the Prospero component of GEOframe, M, Ph.D. Thesis
David, O., Ascough II, J. C., Lloyd, W., Green, T. R., Rojas, K. W., Leavesley, G. H., & Ahuja, L. R. (2013). A software engineering perspective on environmental modeling framework design: The Object Modeling System. Environmental Modelling & Software, 39, 201-213.
Fatichi, Simone, Enrique R. Vivoni, Fred L. Ogden, Valeriy Y. Ivanov, Benjamin Mirus, David Gochis, Charles W. Downer, et al. 2016. “An Overview of Current Applications, Challenges, and Future Trends in Distributed Process-Based Models in Hydrology.” Journal of Hydrology 537 (C): 45–60.
Bottazzi, M., Bancheri, M., Mobilia, M., Bertoldi, G., Longobardi, A., & Rigon, R. (2021). Comparing Evapotranspiration Estimates from the GEOframe-Prospero Model with Penman–Monteith and Priestley-Taylor Approaches under Different Climate Conditions. Water, 13(9), 1221.
Abera, W.W. (2016), Modelling water budget at a basin scale using JGrass-NewAge system. PhD thesis, University of Trento
Bancheri, Marialaura (2017) A flexible approach to the estimation of water budgets and its connection to the travel time theory. PhD thesis, University of Trento.
Bancheri, M., Serafin, F., & Rigon, R. (2019). The Representation of Hydrological Dynamical Systems Using Extended Petri Nets (EPN). Water Resources Research, 8(01), 159–27. http://doi.org/10.1029/2019WR025099
Bancheri, M., Rigon, R., & Manfreda, S. (2020). The GEOframe-NewAge Modelling System Applied in a Data Scarce Environment. Water, 12(1), 86–24. http://doi.org/10.3390/w12010086
Busti, R. - The implementation and testing of different modeling solutions to estimate water balance in mountain regions, Realatori, Formetta, G. e Rigon, R.
Formetta, Giuseppe (2013) Hydrological modelling with components: the OMS3 NewAge-JGrass system. PhD thesis, University of Trento.
Formetta, G., Antonello, A., Franceschi, S., David, O., & Rigon, R. (2014). Hydrological modelling with components: A GIS-based open source framework, 55(C), 190–200. http://doi.org/10.1016/j.envsoft.2014.01.019
Patta, C, Costruzione di un modello idrologico di stima della disponibilità idrica in area pedemontana, Tesi di laurea (in Italian), Politecnico di Torino, 2018
Addor, N., Newman, A. J., Mizukami, N., & Clark, M. P. (2017). The CAMELS data set: catchment attributes and meteorology for large-sample studies. Hydrology and Earth System Sciences, 21(10), 5293-5313.
Dal Molin, Marco (2021). Improvement and application of flexible frameworks for modelling regional streamflow variability, Université de Neuchâtel.
Molin, M. D., Schirmer, M., Zappa, M., & Fenicia, F. (2020). Understanding dominant controls on streamflow spatial variability to set up a semi-distributed hydrological model: the case study of the Thur catchment. Hydrology and Earth System Sciences, 24(3), 1319-1345.