Showing posts with label Hydrogeomorphology. Show all posts
Showing posts with label Hydrogeomorphology. Show all posts

Sunday, February 14, 2016

Lanscape evolution models (LEMs)

I worked on landscape evolution twenty years ago, mainly during My Ph.D. studies. My literature reference at that time was Bill Dietrich’s one. It would be interesting to know how his collection changed in time te get it updated. My perspective moved in recent years more to Hydrology, but some of the ideas that I collected remained in the background of my mind, and informed my subsequent research. 

Looking now at it, I can say that my work on LEMs followed two main path.   

The first direction was to prove and consolidate analysis tools (my lessons, in Italian, here). These tools (in general, I mean, not specifically mine) do not have evolved much since then, if we exclude that the availability of high resolution data implied some adaptation and offered some opportunity.* They remain the first step, to assess the result of models. In the past I had the impression, that some theories had credit for the insufficient control on  geomorphic characteristics that now can be easily detected.

The second direction was to look for the processes that generate landscape evolution. In my work, the triggering mechanism was channel initiation, counteracted by hillslope-diffusive processes. The first generating fractality, the second destroyng it. However, I soon realise that, in practice, this was interesting but too simple, and certainly the process is mediated by the soil production. So, in my new hypothetical model I would put soil/sediment production in, to limit the landscape change (maybe was this the detachment limitation implied by A. Howard ?). 
The ability to produce soil would differentitate different climates/geological situations. I use both because, it seems to me, that they do not act separately. 

In any case, landscape evolution models usually do not treat  mass wasting  (see also here for other contributions) and usually the effects of the cryosphere (but I could be out-of-date on that side).  Mass wasting is threshold dependent, and the threshold depends both on soil/sediment and climate again. While in other aspects climate probably enters in the picture with  mean properties (this phrase can look a little bit weird, since climate is the supposed mean of weather ) of temperature and precipitation, mass wasting is dependent on the statistics of extreme events which cause soil/sediment failure and transport. 
On the effects of the cryosphere I remember a paper by David Montgomery on the height limits of mountains that introduced the effects of ice and glaciers (another paper is here).
So my next ingredient in the picture would be to have a statistically controlled set of precipitation (a topic on which there is great knowledge) and a set of rules for determining the triggering of mass waste events, and their magnitude. Statistics exist on that aspect that can be used appropriately. 

As I told above, on the actions of the cryosphere I do not have clear indications, but it is known that it has huge and persistent effects ( called paraglacial inheritance), which clearly we did not accounted for in our previous work. Maybe a first approximation would be to avoid glaciated area, but mountains mean, maybe not for much longer, snow and ice.


I am not forgetting to give a little  substance to Tom Dunne phrase:" it is all about climate and tectonics ". My references ob this topic are limited to a recent paper on river and tectonics, published in Nature Geoscience, that felt causally under my attention (referenced here). Some preliminary thinking of mine is also in this  invited poster at EGU 2010.

Last, but not least, ecohydrology has an important role.  There is a persistent trend among fluvial geomorphologists (BTW this is "another" geomorphology type) to consider the effects of vegetation on creation of meanders, bars, and forms. These effects are lived by geographers in the qualitative mood of taking pictures, doing surveyings, writing long an beautiful descriptions, but my shallow opinion is that all of  it could be pursued more quantitatively, by doing models. 
On this topic,  this paper criticised the assumptions of a paper of mine (Ignacio's, Andrea's, Bill's) modeling, I think with some argument.  Vegetation, therefore should be included in new models.

Coming to  more practical arguments, I was a producer of conceptual models. That story is well documented. Instead looking for more process based models, l can remind the one developed by Gary Wilgoose (see here) with Raphael Bras. While the main actor in developing it was certainly Greg Tucker, Raphael was certainly involved also in the development of CHILDS, another remarkable example of modelling, which can be taken as null hypothesis for any further development (it contains also a treatment of vegetation, but I doubt of the cryosphere). 
I have to warn that the above models are mostly of the fluvial transport type of models, and they do not embed many of the features I listed as relevant above. So, definitely there is a lot of room for new works and developments. 

* - Well, I think that the work of Stefano Orlandini on the detection of drainage directions, and arrived recently, is important and definitive. But sooner or later I will do a more detailed post on the subject of "geomorphometrical" tools.

Monday, March 2, 2015

Introduzione alla geomorfologia

La geomorfometria è la scienza che studia in modo quantitativo la geomorfologia, specialmente attraverso l'uso dei nuovi strumenti digitali. Da anni ho sviluppato con i miei collaboratori degli strumenti (dei software) di analisi raccolti nella  Horton Machine.

La lezione è divisa in 5 parti:

1- Gli elementi di base. Audio  2014: (18.4 Mb). Audio 2015 (22.9 Mb)
2 - Le grandezze derivateAudio 2014 (24 Mb). Audio 2015 (10.4 Mb)
3 - Dove iniziano i canali. Audio 2015 (12 Mb)
4 - La sintesi digitale delle conoscenze sui bacini idrografici. Audio 2015 (4.6 Mb)
5 -Leggi geomorfologiche, processi idrologici e geomorfologiaAudio 2014 (22.8 Mb). Audio 2015 (15.4 Mb)

Tutto il materiale di supporto sulla Horton Machine, già nominato sopra,  si trova in quest'altro post.

Bibliografia (citata nelle slides)

Broscoe, A.J., 1995, Quantitative analysis of longitudinal stream profiles of small watersheds, Office of Naval Research, Project NR 389-042, Technical Report No. 18, Department of Geology, Columbia University, New York.

Howard A.D., A detachment-limited model of drainage basin evolution, Water Resources Research, vol. 30, n. 7, p. 2261-2285, 1994.

Leopold, L.B., and Maddock, T., Jr, The hydraulic geometry of stream channels and some physiographic implications: U.S. Geological Survey Professional Paper 252. 57p, 1953 

Maidment D.R., ed., Arc Hydro: GIS for Water Resources, ESRI Press, Redlands, Ca, 2002

Montgomery D.R. & Dietrich W.E., Channel initiation and the problem of landscape scale, Science, vol. 255, p. 826-830, 1992.

Moretti and Orlandini. Automatic delineation of drainage basins from elevation contour data using skeleton construction techniques.  (2007) pp. 1-39

Orlandini et al. On the prediction of channel heads in a complex alpine terrain using gridded elevation data. Water Resour. Res. (2011) vol. 47 (2) pp. W02538

Peckham S., New results for self-similar trees with applications to river networks, Water Resources Research, vol. 31, n. 4, p. 1023–1029, 1995

Peckham and Jordan. Digital Terrain Modelling. Lecture Notes In Geoinformation and cartography (2007) pp. 1-326

Rigon R., I. Rodriguez-Iturbe, A. Rinaldo, A. Maritan, A. Giacometti and D. Tarboton, On Hack's law, Water Resources Research, vol. 32, n. 11, p. 3367, 1996

Rigon R., Ghesla E., Tiso C. & Cozzini A., Cozzini The HORTON machine: a system for DEM analysis : the reference manual . Trento: Università di Trento. Dipartimento di ingegneria civile e ambientale, May 2006. - p. viii, 136, ISBN 10:88-8443-147-6, 

Rinaldo, A., Rodriguez-Iturbe I. and Rigon R., Channel networks, Annual Review of Earth and Planetary Sciences, 26, 289-327, 1998

Rodriguez-Iturbe, I. and Rinaldo, A.: Fractal River Basins. Chance and Self-Organization, Cambridge University Press, New York, 1997.

Tarboton, D.G., A new method for the determination of flow directions and contributing areas in Grid Digital Elevation Models, Water Resources Research, vol. 33, n. 2, 309-319, http://www.engineering.usu.edu/cee/faculty/dtarb/dinf.pdf 

Tarboton, D.G., R.L. Bras and Rodriguez-Iturbe, 1992, A Physical Basis for Drainage Density, Geomorphology, vol. 5, n. 1/2

Venuleo, S., Analisi teoriche e di campo per la caratterizzazione di bacini idrografici montani,  Tesi di Laurea, Relatori: Rinaldo A., Passadorr, G., Padova, 2014

Wilson, J. P. and J. C. Gallant, (2000), Terrain Analysis: Principles and Applications, John Wiley and Sons, New York, 479 p.

Wood, J.D. (1996) The geomorphological characterisation of digital elevation models PhD Thesis, University of Leicester, UK

Thursday, September 27, 2012

My Past Research on Hydro-geomorphology


The work on evolution of river networks, certainly enters also in this category. Here however, it is reported about those papers that deals directly with quantitative geomorphological analysis.
In most of the papers, the relationships between the various parts of a river basin are analyzed with fractal geometry techniques.  Such knowledge is useful not only for the evaluation of river basin evolution models, but also in  identifying the nature of their hydrological response to given events and their paleoclimate.  In [J2], using the Peano Basin, a mathematical reference structure, it is suggested that the amplitude function of natural networks can be reproduced with a multifractal multiplicative
process.   In [J11] this concept was rigorously formalized in the framework of random multifractal cascades theory.


The fractal properties, that is  power laws relating to  contributing areas and the length of stream reaches, were rigorously analyzed in [J15]. In [J17] more relationships between these characteristic quantities were found and an explanation of the nature of Hack's law is suggested.
In [J27] the structure of the river networks is further investigated by analysing the tributaries statistics. The relationships were verified experimentally by means of Digital Elevation Models (DEM).

Given programs for the extraction of digital terrain models (DEM) and their treatment, the natural development was the implementation of an open-source geographic information system: JGrass [s2].  JGrass, now part of uDig, contains within the package a large amount of GIS methods, jointly known as the Horton Machine [eb-3] to support the most common and some less common tools of analysis for river networks topology,  channel extraction, hillslope delineation. A review of these tools is in [a57].

Papers and work on landslide triggering are also concerned with geomorphology but referred in a different post.

References

[j2] - Marani, A., R. Rigon and A. Rinaldo, A Note on fractal channel networks,Water Resources Research, (27)5, 3041-3049, 1991.

[j11] - Marani, M., A. Rinaldo, R. Rigon and I. Rodriguez-Iturbe, Geomorphological width function and the random cascade, Geophysical Research Letters, 21(19), 2123-2126, 1994.

[j15] - Maritan, A., A. Rinaldo, R. Rigon, I. Rodriguez-iturbe and A. Giacometti, Scaling laws for river networks, Physical Review E , 53, 1510, 1996.

[j17] - Rigon, R., I. Rodriguez-Iturbe, A. Rinaldo, A. Maritan, A. Giacometti and D. Tarboton, On Hack’s law, Water Resources Research, 32(11), 3367, 1996

[s2] Jgrass (since 2002): it is a full featured GIS system built to support the hydro- geomorphological research of the group since the early 2000s. Recently it has been integrated in uDig. Current developments (which go far beyond my contribution) are available at: http://udig.refractions.net/

[eb3] - R.Rigon, E. Ghesla, C. Tiso and A. Cozzini, The Horton Machine, pg. viii, 136, ISBN 10:88-8443-147-6, University of Trento, 2006

[j27] - Convertino, M, Rigon, R; Maritan, A; I. Rodriguez-Iturbe and Rinaldo, A, Probabilistic structure of the distance between tributaries of given size in river networks, Water Resour. Res., Vol. 43, No. 11, W11418, doi:10.1029/2007WR006176, 2007

[a57]- W. Abera, A. Antonello, S. Franceschi, G. Formetta, R Rigon , "The uDig Spatial Toolbox for hydro-geomorphic analysis" in Geomorphological Techniques, v. 4, n. 1 (2014), p. 1-19