Cleaning up the large number of groundwater contamination sites is a significant and complex environmental challenge. The environmental industry is continuously looking for remediation methods that are both effective and cost-efficient. Over the past 10 years there have been amazing, important developments in our understanding of key attenuation processes and technologies for evaluating natural attenuation processes, and a changing institutional perspective on when and where Monitored Natural Attenuation (MNA) may be applied. Despite these advances, restoring groundwater contaminated by anthropogenic sources to allow for unrestricted use continues to be a challenge. Because of a complex mix of physical, chemical, and biological constraints associated with active in-situ cleanup technologies, there has been a long standing focus on understanding natural processes that attenuate groundwater contaminant plumes. We will build upon basic environmental science and environmental engineering principles to discover how to best implement MNA as a viable treatment for groundwater contamination plumes. Additionally we will delve into the history behind and make predictions about the new directions for this technology. Any professional working in the environmental remediation industry will benefit from this in-depth study of MNA. We will use lectures, readings, and computational exercises to enhance our understanding and implementation of MNA. At the completion of this course, students will have updated understanding and practical tools that can be applied to all possible MNA sites.
Groundwater Models for Matrix Diffusion
Loading...
Из курса от партнера Rice University
Natural Attenuation of Groundwater Contaminants: New Paradigms, Technologies, and Applications
101 оценки
Rice University
101 оценки
Из урока
Attenuation and Storage in Low K Zones
In these lectures, we will focus on the idea that storage of contaminants in geologic media as a potential natural attenuation mechanism. Under this scenario, certain contaminants diffuse in low permeability media such as silt, clay, and limestone and then eventually reenter the aquifer by a process called back diffusion. Like sorption, this process is not destructive, but attenuates a contaminant plume by sequestering some of the initial loading and then slowly releases it over long time scales. You will learn about diffusion vs. dispersion, see case studies in the lab and field, learn how to sample and model this process, and hear the latest research about degradation processes associated with matrix diffusion.
Познакомьтесь с преподавателями
Pedro AlvarezGeorge R. Brown Professor of Civil and Environmental Engineering
Department of Civil and Environmental Engineering
Charles NewellVice President
GSI Environmental Inc.
David AdamsonSenior Environmental Engineer
GSI Environmental Inc.
I'm Chuck Newell and with me today is, Dr Shahla Farhat from GSI Environmental.
And today,
we're going to continue our discussions of matrix diffusion as a attenuation process.
But in particular today,
we'll talk about how you can model matrix diffusion mathematically.
>> So there are two main types of models, right?
Can both handle matrix diffusion?
>> Right, Shahla, we have analytical and numerical models.
Analyticals are these equations that you use to simulate this transport and
this matrix diffusion.
Numerical are the ones with all the grids, and
there are some problems with those, right?
>> Yeah, right now, you need to have a really tight grid cells, layers that
are no more than centimeters two, in size to accurately to model matrix fusion.
>> Something about this big and so, here's an example of
great paper from Steve Chapman, Beth Parker and colleagues, from University of
Guelph from Colorado State >> They were trying to simulate a model,
this sand tank experiment.
Remember, with this tank, it's about a meter long and two-thirds of meter high.
And it takes a lot of grid cells, for example, MODFLOW/MT3D, at the very bottom,
how many nodes do they need?
>> It's approximately 10,000 nodes.
>> So quite a bit.
So they talk about, you need a lot of cells to do this, so.
>> So the bottom line is that you can do it but you need a lot of cells.
Very recently, there is some new versions of MT3D coming out that
handle diffusions much better, for example the one by Grant Kerry.
But is there anything one can do right now to model nature's diffusion?
>> Let's talk about that.
So, here's an example of a SERDP project, the State of the Science.
The management of contaminants stored in low printability zones.
They use this commonly used model, MODFLOW/MT3D to simulate a vertical slice
of the aquifer, and that accurately simulate this matrix diffusion.
Well, Shahla, look at the spacing they had to use for this.
>> Yeah for MODFLOW/MT3DMS, a grid comprised of 200 columns in X,
uniform 0.5 meter spacing.
And 40 layers in Z of 0.1 meter spacing within one meter of the interface in
both the aquifer and aquitard, and 0.2 meters outside the zone.
>> And so, look at the picture on the bottom right just a lot of layers to make
sure we can handle this very difficult partial differential equations, right?
So, there are couple of options here as number one,
you can run very fine grid models and sort of these vertical slices.
And we did that for that project in Denmar.
If you remember.
>> Great.
>> And number two, is you can use type sites.
And these are figures that sort of you match your site
to a particular picture of a site.
And use some of these type sites that are in this particular sort of report
right in here.
So, let's look at this, they've got a whole different set of type sites and
they tell you how matrix diffusion effects each ones of these different settings.
Let's just go through some of them.
Here's an example, we showed this in last week's lecture, these fracture networks.
Here's a fractured rock sites, all these different fractures,
you can see these plumes develop, move out, and then stabilize in some places.
So that's one type site.
What's this one?
>> So now, we have a parallel fractures type site.
>> So this is just again, these different fractures that are going through here and
then you got the matrix on it.
Now here's one, two-layer sand and clay.
More of a classic one, right?
>> Right.
>> That you just have this relatively simple hydro geology transmissive zone,
and then this clay or this little sprinkle that's underneath it.
And you see these different panels where on the left, it loads up
these contaminants and then, over the span of 100 years you see what happens.
Now, let's look at the next one.
What's this one?
>> So this is a multi-layer sand-clay type site, and this is-
>> A little more complicated, right?
>> A little complicated. >> Right.
>> So you're putting in more complexity in here.
And then the final one, random clay layer site and this one,
maybe some represents a typical unconsolidated aquifer somewhere.
Fluvial system that's got this interbedded sand, silt, and clay sitting all in here.
>> And this is most, that you see most typical sites, right?
>> That's right.
So I think most sites you would use,
maybe something like this and say, this is what might happen that we're dealing.
Now another thing you do is use a really great model,
important model called REMChlor.
Distributed by the USEPA, written by my friend Dr. Ron Folta.
It has an approximation for
the source term of the model to create what we call these long tails.
And so, how it works is you can load up this model and
you're going to simulate the source term itself.
And then you're going to start filming around with this one parameter in here
called gamma.
You want to tell us a little bit about gamma?
>> Here's a close up of the gamma function.
And if you set this at 0.5,
it acts like a step function that's constant concentration leaving the model.
And a value of one assumes that the source concentration false of a time but
it's an exponential decay.
>> Got it. >> And
if the value is greater than one, then that results in a long
tales that are representative of matrix diffusion processes.
>> Cool, so we've used this model a lot and
it really is a way to represent this matrix diffusion with these long tales.
Any source zones that are being caused by the matrix diffusion.
Now, right now the model only has the matrix fusion and
the source term with the gamma.
But Dr. Folta's working on this new model called REMChlor MD.
Though have matrix fusion both the source and in the plume and so,
that I think that's going to be pretty important to them.
So now let's go to another model,
it's a relatively simple equation that's a sort of base on an on and off concept.
You want to explain how that works?
>> Yeah, how this works is that you have a source with the defined learning period,
that's the on period that extends over a certain
period of time The source is then turned off, and
you switch to a release period where the concentration in the transmissive zone
that originates from non-bag diffusion sources is instantly switched off.
At many sites, the on period is typically in the 1960s or 1970s.
And the off is when the source weakens so
much that most of the plume is being sustained by matrix diffusion.
Or when the source has been remediated.
>> Okay, so on the picture here, maybe 40, 50 years of loading on the top panel.
And then the model assumes to get cleaned up in one day, basically, and
have this back diffusion that's occurring.
You know the math behind this, let's take a look at that.
What's going on here?
>> So, it's a very simple equation and we call it the square root model.
Why do we call it that?
>> because it's got a square root.
>> Square root.
>> Is that right?
Okay.
So if different parameters are in there.
Number one, what do you need to run this model?
Pretty simple.
You need to know the porosity of those clays or silts.
>> And you also need to know the affected fusion coefficient of the low
permeable units.
>> And that handles the torchousity, right?
Retardation factor.
Is there any organics in there that's going to absorb contaminants in that
sub-surface?
>> And you need the time loading started.
That's the years before the simulation time.
>> Okay, like it started in 1960 and then it got cleaned up in 1990 or
something like that.
And then you need the concentration that was loading into the interface and
finally, you need to know what pi is, right?
>> What pi is, yeah.
>> There is a pi there, so maybe that's the tough one.
So, that's this example of this particular model.
Let's go to an example of how this was applied,
this is some work we did at this EMW site, near the San Francisco Bay area.
What's on the Y axis there?
>> So we have the TCE mass discharge rate in grams per day index on the Y axis.
>> And then we got actual times when this is a pumping treat system that was running
in 1998 to 2013.
Each of the golden squares there, as an actual data point that they measure
the mass flux or mass deterrence coming out of the wells.
If you're using a conventional flushing model,
it would say, hey, I would be cleaned up by the year 2000.
But in real life, it just cleaned up a lot slower because of this matrix diffusion
and when we apply that square root model, you think it matches pretty good?
>> It matches pretty good.
>> Okay, so that's, this analytical model, the square root model.
We another one that's a little more complicated.
Let's talk about this and we call this the Dandy-Sale model.
>> So why you call it the Dandy-Sale model?
>> Well, it's just the author.
It's Tom Sale, Julio Resembron, Dave Dandy.
Julio some how got left out of the lurch here.
But conventionally, all the people call it the Dandy-Sale model
in terms of analytical, journal of contaminant hydrology.
And it's got this different source zone, instead of a horizontal plane source.
What does that source look like?
>> We have a vertical source zone in the Dandy-Sale model.
>> Okay, so something like this and the concentration goes through an makes this.
>> Right, and
you also have higher concentrations near the bottom rather than the top.
>> That's right, so more complicated, as you can see, I think right in here.
Shahla, what's going on in this particular graph here?
>> Well, it's a pretty complicated double integral.
And it's the dude integral, because it ends in dude.
>> At the very bottom right there, you're right, the dude.
>> The dude.
>> Okay, a little bit big Lebowski going on here.
And also fortunately for me, the only thing I understand here is the pi.
We've got some of that going on.
But this model's more powerful.
It sort of handles more of the physics and
chemistry of this back diffusion a little bit better.
But how do people access these models?
>> Well, they've been incorporated into the ESTCP matrix diffusion toolkit.
>> And who wrote that?
>> Well, we and GSI in collaboration with Tom Sale at CSU.
>> But you're the lead author, right?
Mm-hm. >> Yes.
>> So what's in this matrix diffusion toolkit, and where do they get it?
>> So, it's a free tool, first of all.
And so it was developed for ESTCP, as we just mentioned.
And you can obtain it by Googling ESTCP matrix diffusion toolkit.
And it incorporates both the square root and Dandy-Sale models.
And can you help you estimate mass and concentration,
and mass discharge in both the transmissive and low key zones.
And it's a free, easy to use and Excel-based spreadsheet.
>> Got it, okay.
What did you spend the most time on the square root model or the other one?
>> Yeah, the dude model.
>> Okay, the dude model. Lot of math in that, but
you get the more power with that particular one.
>> Yes.
>> Okay, let's talk a little bit about modeling matrix diffusion.
I think maybe we wrap up.
And maybe our first point is this numerical modeling requires much higher
resolution than commonly practiced.
And it's maybe these layers that are a couple of centimeters thick that you
have to use.
>> The SERDP project ER-1740 type sites
provide key insights on behavior of plumes affected by matrix diffusion.
>> That's right and then, analytical models can model matrix diffusion, but
they require the simplification, on and off is one example of that.
>> And the ESTCP matrix diffusion toolkit is a key tool for
matrix diffusion modeling right now.
>> Got it.
Ознакомьтесь с нашим каталогом
Присоединяйтесь бесплатно и получайте персонализированные рекомендации, обновления и предложения.
Coursera делает лучшее в мире образование доступным каждому, предлагая онлайн-курсы от ведущих университетов и организаций.
© Coursera Inc., 2018 Все права защищены.
