GeoSci.xyz SimPEG, 2 May 2017

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From YouTube: SimPEG Meeting May 2

Description

Dom and Seogi update us on their progress constructing the synthetic Kevista model.

We discuss the structure of GeoSci: computation and templates for the tutorials and case studies it contains.

A

Plot adapt and actual XYZ file. They gather you later.

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C

Guys want to start to stir it with Vista or with me, I'm.

D

Not ready you ready, okay should I steal. Oh yes,.

C

Okay, so the items I have unlist are time you become Cajun, being Vista and then a little bit, maybe sitting a couple deadlines for ourselves for having a presentation, ready and because I'm here we need to do a dry run. Chicken at least want to thank you for.

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E

C

Okay, um should you the gist of what I've been up to you with communication and where's Tuesday go so this was these effect. Tutorials is a lot of these effect tutorials, yes, I'm working on who makes some of the dogs that were like pretty specific to take a little bit from tutorials now to the signals. So these are on Pacific practice and things like that um and passing, and that's pretty specific to if you want to help it so I pull that over to Pacific.

C

So then this will be much more like an educational resource on significant version and then there'll be some tutorials in to.

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Parsing some stuff, in fact Olympic documents to here and like a tutorial hard other.

C

Way around so there used to be stuff like I, can show you some tutorials, but some peg out X Y Zed. This is sort of source or punishing mask.

C

So this is the source for it, so things like getting started for developers, for example like that's actually really just like if you want to help develop um so that I have moved over to save a dog's okay same thing with to the loot practices. It's just like that's shameful requests. That kind of thing is like again pretty development specific, oh.

C

Yeah, so that is ass and then because this is changing its scope, a little bit I've been working on organizing it so show you like this is the local versions not live right now, because it's less but the idea being then there's like three main pieces to it. So fundamentals is actually a sort of what give specific trips so really want me through each step of the framework, like your invitation planning, so that all sorted out fundamentals, tutorials would be more so things like the MT tutorial. That's you're, working on hold.

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Ok, for so this is different like a computation, but we're going to remove this tutorial. Is it well.

C

So late, okay, maybe this main sense is like: if we look at fundamentals, all of.

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It oh I, see I, see so.

C

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Actually, moving.

B

A

Oh, but then that are we still having tutorials yeah.

C

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You're going to move parsing, some of the like things in there to hear computation, so we're going to have actually three documentation for so.

C

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C

So they don't anymore me like tutorial hi, guys, yeah yeah,.

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The other toilet yeah, that's what I thought yeah so.

C

That's disappeared, that's not you, and so now there's just like simply dogs, and then this is a Geo side right. So.

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Basically, like.

C

You're rearranging that.

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Tutorial, yes,.

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C

So then, this has changed in scope a little bit as it's bigger than just simple. They don't want it secret why I want sandpaper if their stuff, and we want a lot of other open source packages. Okay, you want to put in tutorial on CA cm at the lies on that e en.

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C

Then it's like that makes sense to you.

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Do not a fundamentals but the on tutorials.

C

Right so Italy click, and this is something to chat about and I, would appreciate. Your guys thoughts on is so there's fundamentalist will have notebooks I think associated with each of these they'll be like just a new vocal will have some specific to saw specific, tutorials and some specific to taste it. The distinction I.

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For each would be that, like fundamentals are really like we're going to look at a core piece of how to actually compute something tutorials I would see is much more like a walk through step by step of this is how to solve our problem so like empty. The 1d and.

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Case studies would be much more like the the tkc style stuff. Well, it's up here is now an example that we're going to walk through a few more. Do you think the dots are in division.

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On the medicine.

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A nice teeth, tutorials case studies, okay yeah, so we can even put that showcase, maybe not yeah nah yeah.

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An actual case histories, but we may not the only I correctly do kisses kiss them. Israel.

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D

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Because, like I see these being baking, be synthetic or or if you are looking okay, I think for frying stuff, there means like not if there is a finite example that we have that is here live then it is only the same form of history that we have EMGs I've.

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Walked through everything, this is just like. We solve the problem, so it's.

H

A different setting between, in your mind in case studies in tutorial tutorials.

C

I guess I would see more. So it's like a topic. You want to cover like a specific topic, so.

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To go through like processing, hub and yeah, that's sort of a specific thing- that's maybe not really a case, then it doesn't necessarily article all anything like the workflow, but it uses elements simulation inversion to solve it all.

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So most of the fundamental stuff that we.

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Used in the in juice.

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I can fit into tutorials.

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Like say, DC ABS yeah are.

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What we did this actually fit in those tutorials, you can basically even put it in there like it could use the same function, but.

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Yeah, exactly any of you look at few more details on this is how.

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I solved it, here's a couple.

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Things anything about the hell spacer whatever in that DC matrix, yeah yeah and then the question I also wanted to ask you guys: food sort of development style and how we want to write these things, um because it's this is much more I see it's like a mix of notebooks and rst and so like what I could Kirk out see, look for fundamental thing, a lot of that made sense to have it as rst like it is just written the daughters and then we can have a set of notebooks decided.

C

Case studies: let's go there, this book ended case studies, I actually see as being no books only and then we just build it too. So something like what's the simple examples now it is like I said starting from them right so.

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Then Lu you is having a book. We would build it to.

C

Tutorials with one I was unsure of what you guys think is best there and a lot.

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To think like a nut book style would be good.

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E

You Dorothy, you have like.

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A credit of artists tees on it, maybe.

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Not know, there's nothing, there's.

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Nothing that's a madness, and.

C

Like these case studies- and this was something I case- peach ones.

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That so the DCI quantity of attention.

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Field line is the code is change, but these are we happy just translate into a notebook and perhaps on that in a book. So you guys already have any son I, wouldn't.

F

Be here very good, fun and I think.

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We probably have books not sure it's going to run baby run.

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H

Now, the distance, that's what the status on the notebooks can and Travis now does notebook sitter. There was something walking.

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D

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Can test my boss, yeah.

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Yeah, like just checks from running, does it run yeah? That's.

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The other question of us and.

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I'll check if I've updated this thing, I can show you actually how, where it's failing right now that looks like it's.

C

So right now we're only running these tests. I'm t7 I'll get it running up three as well, but we've got the dots that are testing and then.

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Books that are testing and so.

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So what it'll look like when it fails, is it'll capture capture this, uh so it tells you which one it failed on and then it captures like the entire and B convert outputs. um And then this is the cell, where it failed. So.

H

Where were those notebooks before the ECM and the PM so.

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Right now, we've got dogs that contains these guys. We've got content. Oh maybe pull that up a little case, studies fun miles tutorials, but the rht, and then the notebooks are here so where I would see again is two case studies, tutorials finals.

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But they were, they were ending needs to make so.

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You can move that a little.

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D

H

An example those still exist yeah and you got a duplicator or is there any idea where that was left, I think.

C

Certainly could be I guess like where I would see for computation. Is we put a little more effort into explaining, like the motivation for this steps, whereas simple tutorials I think is actually okay to have things that are more so, like you, wanna create a match. Here's the status of creative actors do not necessarily.

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C

But talking about rash.

D

Design I think or whatever that I think would be here so yeah, because I guess it's an example and our our scripts right there on the l py file, whereas you could just so it goes into a notebook. Look more more flexion, yeah yeah, that's cool! So there's definitely.

C

Some examples that getting some yeah okay yeah.

D

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So then, if kind of analysis rst those notebooks on the side, tutorials like notebooks, okay, so.

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We're just going to release what we have to be esterday: the structure of computation, gotcha. Okay, it's not a lot right now, but.

C

And then do we gotta create templates, notebook or the case that we sort of had.

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To follow me artisty, so we can sort of use anything but transit, ehm.

H

Pacific or whatever, like little telephone.

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D

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At example, format that you might leave it to share it, but it specifically going over funds and reference sure, yeah I think one send us your stomach. We can do it later by using different CSS. Yes,.

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The most on Boone yeah, something.

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Like a raw Roth.

D

Yeah yeah good reference style. That's true, too! You don't.

H

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But this is in a notebook right: okay,.

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Yes, we were just using wrong yet again, if you want to put a different format than of farms, you could change later shows a different different CSS work, yeah, whatever code.

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Other quick updates, the gong.

H

Yeah, we can't give enough good. What's that cool.

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um So the objective function stuff is now in dead, so I mean joint versions should be working.

C

If there's weird things, though, but you kind of read all of the same functionality that was there before should still be there, but if you've counter view things. Oh.

C

Yeah, let me know.

C

Yeah I guess the last thing is Jerry. Two heads left some comments on the processing, so it would be good to you guys have a chance to take a look, particularly this one, the sketch of the library whoa, yes, Jared's audits and thoughts, and then I've run in and added some sketches pseudocode.

C

So if you go to you get a few more opinions and then we can hopefully get a Ketchikan aviators, weaker, really next, and so, let's start actually.

D

Thinking about feelings, yeah, who wants to work now, that's gonna, be um beyond that theme.

C

Jared's motivating a lot of it's he's in touch with a few other people like Croft, poplar and Louise coloring is interested I. Don't know that she would be picture me. Okay, I'm,.

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Like still kidding.

C

This has on things actually helpful, um I mean you shouldn't hoping today get a morning, so it was here as usual. Five.

D

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Why, if you can set up like.

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A some sort of good data frame here, while I'm.

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Doing that that.

A

Might be really valuable for all of us yeah, it's awful, not like yeah. Yes, it's so scattered now different they're, just wine, but we have some sort of common format that at least we can use.

E

Should be good yeah right? Are you talking a common format for this data or yeah.

H

Good, we keep scaling or forever I, don't not dealing with data roughly or I could be do more. I guess that is that the weights yeah.

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H

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Doesn't necessarily talk to starts to conserve a class, doesn't I kind of like okay with that, but we have together. If you have a certain format, at least like so whatever candidate table format doesn't matter certain format then, and I'm kind of fine pockets like building up some sort of simple visualizations like there are different ways. For instance, DC uses survey classic to visualize thanks, but all right like.

F

Yeah, just like this is so scattered.

A

Now but if you have a long like a similar there, format that is up to you, okay I could build that realization and ever so it doesn't.

B

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Have to be exactly the same, but if you have something that's a good. It start probably like here. There could be some distinction where they have a raw day that which is huge. Their time series is pretty big, laid out like a gigabyte, won't.

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Even one station.

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Is that gigabyte or more than different light, sometimes so, but like what you're inverting for is going to be much smaller right? It's a very frequency or forty frequency, so there could be some difference but like if so I think here we're going to bring a lot of those kind of things. I guess, so you can sort of figured it out interesting and frame or structure that will be like really available for all of us.

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Yes, yes, it was Jared I'm, going to provide like kind of one example and like kind of a workflow through these things, so that at least you've got one instruments.

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Or something yes, so he's provided the workflow. We don't have a data set yet from him, but he's provided it. So here is an outline of a workflow and then he's also provided a.

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Google Doc.

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Going through just sort of step-by-step, some of the things needs to be done.

C

I can give you like a quick overview. What I was thinking yeah, oh.

C

Okay, so based on Jared's comments. So if we look it up this year, we've got basically starting with the time series. We have that special estimation and then transfer function and each of those is sort of their distinct things and sort of distance is about processing, workbook, so I think they should basically be their own distinct base boxes, but then each builds upon the next.

C

So to get spectrum estimation up and running, you need that time series they eat input, so you instantiate, and so a few of the things that aren't syncing with like what maybe time series class looks like. Is we burn in the source data and create a data frame for that? So it's oughta be what you were saying with large data sets, there's things that are like tasks vast day of things. You can interface them as soon as like a panda's data frame, but it doesn't necessarily blow everything up in snoring.

C

So if it's too large to bring memory through ways around that, but we can abstract that away, so you can still treat it treatments.

C

Okay, so you should be able to treat this then, like so once, you've created your time serie if you want to be able to treat it like a data set, so you should just be able to call it and ask for like please give EDX at this time. So similarly, the fields object in a sense is that it's smart array essentially so that it would be. What we would accomplish here is that you can index it and treat it as a terrain.

C

um A couple other things- and these are just deep property density at having- is that we have the source data and so that that is always something that you can ask for and have it loaded up, and so that, if you want to plot sort of your original data and.

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Then, when I read them.

C

To process it, you should always be able to easily done and we can do some smart things, but actually like having not actually keeping this in memory, but looking it up or whatever it is you're hitting large okay, then your current data would basically be whatever is live at the moment, and so you have your processing workflow. That's.

C

Like what Jared's mentioned here, perhaps we're going to load up the time, so you can remove some pipeline noise and we're going to use byte of the data, so the current data is always going to be wherever you are. So if you remove pipeline goings, then it will have that one and then you can go to the next step and it will just operating on we're always will be operating on.

C

And then one of the things that I think we want and we can be.

C

Yeah this is where I appreciate input as well is basically having like a processing wall so step by step. We should be recording whatever steps you've taken to get to the current event, so that if you want to go back and to go with the step, for instance, if you found late, you've got all the way through you just like your dad realize.

C

Therefore the outlier you should, but you should be able to go back all tada and then we'll be running, so that would help us do that um also, ideally like, we should be able to serialize it so write down essentially and then load it up for any other data set. So if you start with a small subset of your data- and you just want to fine tune your workflow and then I'll apply it back onto a larger shield, you should be able to be still load up. Your process involve my it.

C

So this ain't run breath in my cup, actually some good ideas on how to keep track of these things, and probably right now forward information to it there you can capture it and reuse. It.

A

Yeah Cynthia, like a so you're going to play with some sort of local soil. First probably will be small sets of data, and then you regenerate a workflow then like that secular law, I call system at the end of the day, with a large data set that I have all of their history, that you don't get apply that into all of these I think if I want actually mindedly credit, but just use me long yeah, that's.

J

That's actually.

C

Yeah and I think it lets you be a little more iterative to, because if you should go back and like change the riders these are, they are on and read on the whole.

F

Sounds good okay,.

C

So are there other what.

E

What sort of the state-of-the-art as far as other groups are doing, respect to Stalin time series and open source resources, a meter but they're just generating like little some genes early things that could actually work or they're making it more look? It was state level I.

C

Think it makes this is a good question. Mom the Via Media analogy I'm drawing is with.

C

Madagascar, and so they use your mythic I, believe a very high-flying or oriented workflow, but it's functional rather than I might be speaking on phase here, but I believe is functional rather than object writing, so you need to enter a series of functions and it so very much like a utils kind of library.

C

Yeah we're subject oriented, but we both other countries and then you ask what can't do with this time series and so the time series keeps track of all the things.

C

Yeah, that's something that would be good to get a better feel for what it incorrectly, who.

E

C

E

Groups that are doing it might be astronomy rooms. What else works with sort of extended time series? It's actually.

C

It's like the seismic, tough jail, Anton and Risa I. Don't know how they're keeping track of things.

C

Yeah, so we be interesting to see what their good Nick.

C

A

I think op spire is pretty I.

C

Was fine, a beautiful to look at well.

A

I think either quite a few things that we could even use it just from them. Yeah they're working developed a bit.

E

Of what would they actually have thoughts? I would have lined up I like the large stay at the framework yeah. We should look at it and.

C

They've done a lot of thinking about like massively parallel, so they would be good to let it just get. It feel more. What they're up to you there yeah do.

E

You have good connections with people there yeah.

C

I had a chat with wedding ring developers, German.

A

I got it: okay,.

C

And he yeah he's one of their core developers he's on software on the ground, so we're roughly and country.

C

Yeah, it's a pretty big package and pre widened use, so it certainly lots to learn from.

E

Well, lots to learn and lots of scale.

E

Because this seemed like, with you're just working with time series that we just made a huge number people, don't watch, stop.

A

Yeah, it's probably good to do their tutorials.

C

Through handouts and like if they'd have a list of projects that are using pens seeing through depending on that Oh guess not user, as well as the asked different and see if that's actually W wonder boy, that's.

I

To exact, by the way, to tell you a lot thanks to his position, his pendulum, but.

B

I

Was a lot of how to give is like to be long that a second okay so taking? They are also Bates and after doing like your superlove operation and moving everywhere, 250 instead of them? Yeah, yes, but just I, just changing not too long ago tutorial from last year's still available online yeah.

C

If you want to be the opposite, the issue that this.

E

Because it seems as if I give me AB I'm, just not sure how much Jared Cook providing so he's got list of topics. That's fine, but there was definitely some MATLAB free software that it was. You could kind of at least do some things well,.

C

Is anything high that she is open source and does.

E

J

Processes: okay,.

E

Because I think would be interesting. Just like okay, we've got one example, something to kind of carry you all the way through with whatever code exists, whatever status, and then, if you look at that and then look to see, okay now, if I wanted to reproduce that, so you've got your vision of like okay. This is how you can integrate nicely. This is what I'd like to call things and then to see what else is out there have a real nice global feel everything look where you need to start in which people along.

A

So Jarrod is a developer eleventy mine, yeah.

E

C

Upended sometime.

E

I thought that was basically an EDI meter or something didn't have very much functionality has seen a bit more yeah. It seems like they do. Hutchison.

A

Felt erosion yeah.

J

C

Yes, they have empty.

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Tools for working with empty things.

E

B

C

Yes, there's a lot of sort of pieces.

E

So yeah, if you were faced with the task of inputting phenomena, nishal time series and then you want to actually carry through to impedances on this gift, you have enough functionality to to do that so yeah. So.

A

I

Think neatly said.

A

They point okay yeah. It was most.

J

A

J

Stuff, they have a fair sentence.

J

A

Think that's reason: one who.

J

Wants to build on and.

A

Guess revisit those.

E

Conventional ways: yes, those look like individual utilities right, remember: periodic noise, static, ship.

C

Yeah, so this is still a lot of.

E

And those are all in Python, right, yeah and.

E

So what would be the like? The object-oriented coding aspect of stuff like this is there is very much at others, it just basically using Python to MIDI, oh yeah,.

C

With empty pipe yet so my my impression and I have to kind of that's for my.

B

C

Is it's but the empty tools is a functional because it's not really taking advantage of the object-oriented side of things.

H

Yeah I'm, looking at the commotion color, it's kind of it's calling a file file name just probably reading the whole file written memories. Doing an iteration has been on here. Bribe Anika I mean object, which is saying this object through this operation. Yeah.

E

B

E

Point is so if you're actually able to you'll have a script or something that could read it. The data, do you till after you till and come up with something? Okay, you got to the amp okay, so that's if that's when we're through and then to be able to he'll look at that say. Okay now, if I want to reprogram all this an object-oriented framework, then these are the kinds of things I was like. Yes,.

C

Don't you want to drink the.

D

Hangout or Johnny the clerk, let's use programming, alcohol.

C

Let's get you a new gear like and falling.

C

And then Djokovic too.

D

You've already something out of it: yeah, it's all slack.

C

Coordinate through outside I, don't you know.

D

Tip or even come up, give it seven so that is it II wanna before yeah. Just it's reportedly.

D

B

A

Application history, as you can just go to my.

B

H

So we're starting from this, which is surface and cross-section geology and I, also have the University of in ski, generate the surfaces from from 2d seismic seismic lines to create a bunch of services from from these cross-sections I'm, not sure whether time for now.

H

So there were open surfaces and can I need to simplify this little bit, depict reflectors, but we're more most interested at this point that just a large-scale large-scale features. So all these guys here this nice, my god, I'm sure again the top of map. Okay, so I, think our goal for the V CGS is that we would like to be able to see with all that your physic that we have can we characterize the big, the big units, so the peridot tile, the intrusion where the mineralization is.

H

Are these two units we have an alley being rich and gabbro beneath the and the minimization is, is with another those circles here. Those are cells, terms of theta, with like the raw data that I don't think whenever you're working with right now, but there's a beat them beat them survey.

H

G

That's a big data. We.

H

G

H

Going to cycle through channels quickly so.

A

Those lines like those that vertical lines are also we can yeah.

H

A

H

Made a grill right when the it's.

A

Really tight spacing.

G

We have colors yesterday, why are we not seeing colors and probably like elements, go up.

G

Starting after after we write in the money, never okay now get a little technical, Dodds, db/dt, ariana.sea, okay,.

H

G

So from the top again.

H

Wow we are having trouble today, but basically we have 30 something time: channels of detailed data and just looking at the data, we notice yesterday that it's really the sedimentary units that are that are highlighted.

H

So we might use it and we already have an inverted model from a CGI that they that we got from them. So this is their inverted coming to tea.

H

Grievious, a horizontal section.

H

So yet the correlation with the with the this sets is really really good.

G

Just this year, like.

J

H

Piece so yeah all the high connectivity's are in there. The intrusion itself is a it's slightly resistive, although we noticed about and the in the connectivity anomaly right where the memorization is so we, the mineralization itself, might be slightly. You decide to conductive, so that's the connectivity. Then we have graph just going to go quickly through up through the date diamond.

G

Grab grab grab Wow.

I

G

Having trouble.

H

This is your grip 10 online, so the intrusion is I high density and then we've inverted it already. The estate, that's uh you're, gonna, have a UPC model and.

C

So both the or just use the dark and the light great, the gabbro and me yeah.

H

So you'll sell I'll, bring up the I'll, bring up the true.

G

H

Just told Kevin.

H

Sorry guys number.

B

G

To safe and secure, oh.

H

It's right there yeah brother, okay, so this is a gravity inversion.

H

It's mislabeled.

G

I've put back the judgment surface.

C

We have video of myself yeah.

H

And the neat thing is that I believe I I've been really spent much time on it, but that bowl it's gonna fit really well. With the the surface.

F

With the surface.

H

Let's go huh so it's bleeding out because it's a smooth, but at least we're getting the Yeti and the edges of them, nice.

H

Okay, so that's that and then finally, we have a ground and that ground and have worn mag. So this is airborne. Mag.

H

And this is the ground ground mag ground mag is like there's so much so much detail no yeah at for me. It's interesting because the strong negatives here, it's remnants. So that's why I'm going to have read it for and then we got borehole.

H

Yeah, that's balls this. This.

H

H

Down the whole of density.

D

H

And do that IP?

H

It's really focused on where the memorization is. But if you know this all the strong IP sir, are inside here it's a spaghetti, a little bit with them.

H

H

H

F

Swim on the thought: well, wait! States this one's there, you.

H

Know yeah, it looks very this thing doesn't look very real and that's the thing with boreholes is that each each time they serve me? That's what I found its capital is a separate experiment, so there might be some calibration. That's what we having I yeah yeah. It doesn't make much sense with what's intersecting the other data okay, so we we went from there and then started building some surfaces.

G

He's going to go back to the work flow year.

C

See you went in it, you'd serve business, yeah.

H

We build surfaces to be able to from the surface mount behind this in the surface. Mouth. Put all the faults in okay, yes, I should cut the image again.

H

So we are already had the fault, mapped on the map on the surface or who created them. These gatherings and they've created a horizons vertical.

C

Phone, some of them are.

H

Tilted because we have the cross-sections right, so we got to cross sections in there he's.

D

Gonna idea the cross-sections are interviewed from seismic well.

H

I'm, not a hundred percent sure, where I think they're I can get from sites like an end rooms, but those are really geologists that are sketched out. What do you think they think is happening from surface dips, I guess the surface, and so most of them are vertical, but those would we endure enticing the cross-sections I give them a bills. Migrant census got ears.

H

Okay and then using some of the services that the lzn ski gave us witnesses the bull of the intrusion, these guys connected up connected them together, so I'm going to turn off. But might they gave us just don't know how you create them.

H

No not that horizons. This guy.

H

So we've mapped nine nine units that yesterday's lucky and I went over.

H

We will try to use your physics to to emerge the the intrusion which is the olivine in Iraq, seen the meta sediment carbonate file at this, the India para data and then the may fix the mythic organics. So what's in, what's agreed.

H

So we build a black model for this guy from the surfaces you just build. A black model that we will be working with. This should be an.

I

H

No I don't have it I stunned us from that. Yesterday.

B

H

I can't find my stuff go Cal. They change all their manias and enjoy some nuts because of the various things and now I have this. You last are shootin match drills. I shouldn't! Do that, but hey Chris do this. Okay,.

H

Psyche we're already working young, um you could yeah.

A

H

So we built a black model of the 25 meters unless 25 meter cell size, which will start populating with physical properties.

G

F

500 500 500 scrap it. Okay,.

A

Daven visualization is hard time and.

C

So the guys whose.

H

Army, it would be.

C

H

And so we have that information from the four through and once they're there public report they published sections of mineralization, she's, gonna, hide it and.

C

How thick would those be, let's.

H

Measure a good question, good question: well,.

A

That's very bad I think it's 50 meters. Something could leave some like 100 years. Okay,.

H

Yeah you're right 100, these big guys or hundred meters thick nuts, but then the other section. On the other side, they kind of thins out, like it kind of breaks, apart into smaller, smaller chunks,.

H

Yeah so I er I think our idea right now is to populate this 3d 3d volume with physical properties and we'll forward model grab mag yeah, oh I, guess DC. They wanted you. Sorry yeah.

F

A

H

Can do as well.

C

You got dcpip yeah. What.

A

Do you ever Marshall yeah, they probably just showing that to the DC line? Are they okay? Great Nike should be fine, because.

H

From what I can see from the inversions, the lenses are going to be only an IP, IP anomaly they're. Neither.

E

H

Not very conductive compared to their hosts they're, not much more advanced number to the hosts and they're not magnetic, so they all have to be chargeable. Their charger law.

A

H

A

Report the safety report not not sure that we're actually having that they have.

J

H

Yeah, so you see how the IP is really is really matching well with the video section nose, yeah, that's great oops.

C

She's just out here.

J

So picture and so the.

C

The unit the mineralization is within its not conductive, or is it failure.

H

G

I got the at the 3d inversion.

H

D

H

Not very resistant.

B

H

H

Yeah, so that bowl is.

B

H

H

I send the 200 200 ohm meters range.

C

Okay, so it's pretty resistive, but then it's it's against. Thanks.

H

C

Not opening magnetic and.

H

I gotta go hostess.

C

H

C

So Magnum drag should give us the it, but surely.

G

B

Shell was wrong: IP.

C

Should give us the nation and.

H

Then connect connectivity in theory, I think, would give us would give us the sediments from the autonomous lemon.

I

H

D

Meet a plan so.

H

Now we just for the for the physical properties, yeah I'm,.

A

A few question: can you initiate because I load it up, so this was.

J

F

Generated so this doors are that the CIP lines nice.

H

F

Just missed immunization LuAnn yeah, so if we.

A

So there are six lines: one two, three seven.

F

A

Black dots are T.

F

A

F

Yellow is also.

A

That yellow data is actually actually from that XY set data, so it seems like it's different, so I'm not sure what that bigger.

F

A

Oh here, like those yellow, you see that Oh.

G

Other than a small girl on top of the reality, yeah.

A

So I wasn't sure like yeah, so it seems like I got the location of the CIP, but like not quite that data. So that's.

B

A

D yeah there's a way that we can get the data. It's probably better seems.

F

Like I quality.

A

Data they got and if you.

F

Zoom in so those are.

A

We got the mineralization got the data, though location and then another location, another lines. So you could you could invert that.

A

Yes, I wasn't sure like do you have.

B

A

To get the data is that like it's done or like? Do you have some person that you can ask right or we can get double check, I'm, not sure what we have a little chip? So that's probably good. So what I'm planning is like I'm going to pick this line where which crosses the mineralisation and then probably just do too deep? You see inversion and sure to do that 90. You say that I.

C

Goes from a loss.

A

That's probably that's probably what we could do. If you can vote it, we can load it in those core data core sample data yep, make some pots and then have reasonable values of achievements they probably like classified as intense in yes, the questions.

H

Obviously, we're more about we do that. Oh absolutely yeah.

A

I, don't know I'm not sure, but I. We could actually like wheat, that some report and then, if there are some reasonable values it could because sign not.

B

A

Well, anyway, we can read those log data and actually.

C

A

A look, that's very focused on.

C

A

Jewish community yeah so.

H

We don't probably like.

A

Don't have much other units but likely a pretty good proxy from ten Veda, for instance, so we could actually sign them right. Just keep the ratio the same just.

D

A

Yeah yeah yeah. Well, we have a qualitative bellies and high end, though so, at least, if you got a reference from v10.

F

It's probably okay,.

C

G

I think for those who.

C

Think just wants to bring out this. We.

E

Want for that presentation.

C

Template deadline if.

B

You want to try and so to.

C

Do it you're ever next week, even.

C

Anyways, but not everything's done this, you do this either there and we go talk about this.

J

D

That's more dryer on yeah cassettes are the end for the second yeah yeah, so commissions in two weeks, yeah yeah, that's weak for sure that sounds gay to it makes to choose it. It.

C

Is you know three? Is she well first off I was really angry. Ask permission to film this off. Here we have fools actually colorprimary mess come on. Ok,.

D

See the problem.