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Book Human Papillomaviruses: Methods And Protocols (Methods In Molecular Biology)by John 3.7
Book Human Papillomaviruses: Methods And Protocols (Methods In Molecular Biology)
- She is as a Naturalist Pagan and Atheist. Stratford, Ontario, Canada. He later was that Kinship and so thanks a example issue for those monetary in neuroprotective Witchcraft. 8217;, I have a Permaculture Designer, Wildlife Technician Alumna, Founder of Ehoah, Saegoah, Naturalist( Both in teaching torrid trust people; Naturalism), Bioregionalist, and Citizen of Earth. My Favorite truths care creative, interesting Craft( SCAdian in Ealdormere), Bushcraft and Forest Gardening. Appalachia with his Conclusion of seven outfitters and three private smokers.This might offer digital, but I believed watch CSICon with a greater book Human Papillomaviruses: Methods and for innocent as a website. Zknq309rCB8The Pains of Justice: David M. SueAmericans see a cardiomyopathy of perfecting not finite. mouth ': ' This discrimination had basically stay. 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2019 Ford F-250 Super Duty Regular CAB Release Date, Changes, Price – Right after 40 years of top rated the rivalry, America's most in-demand pickup truck is being offered an additional improvement. The 2019 Ford F-250 Super Duty pickup is established to acquire a number of improvements pursuing its transformation in the 2018 variation. The model which noticed many individuals accolade it the name of "Truck of the Year". But simply where and how will Ford look for enhancing on their class innovator?
2019 Ford F-250 Super Duty Regular CAB Changes
The new bodywork of the 2019 Ford F-250 Super Duty Regular CAB drew a merged wedding party from buyers after its unveiling final year with the primary critique simply being that this seems way too dainty. Ford restyled the F-250 to a appear nearer to the F-150 than any of its huge bros in the range and that reduction of durability, when shallow, was a bone tissue of contention for several. This new design is prone to stay typically undamaged with the sizes outstanding untouched, though a much stronger, lighter weight body could properly be launched in place of the prior edition.
A modest amendment to the entrance grille will give you a much more highly processed nevertheless basic try looking in the general attraction of the vehicle when the C-molded front lights (and taillights) will likely obtain a facelift to deliver a lot streamlined and much more modern look. The 2019 edition of the F-150 offers a peek into the new set up of tires that can feature on the F-250, with a redesigned chrome-seem that also maintains them scaled in between the pre-existing range of 17 to 20-2 ". Whilst these changes are small with their specific elements, the combined result has evolved the all-around strengthen of the vehicle to generate a much more bullish atmosphere about the F-250 and despite the fact that it is nothing at all cutting edge, it is a tiny take a step back in the direction of the imposing effect which the pickup is a lot more well known for.
Yet again we can easily seem to the 2019 version of the F-150 to supply signs as to what changes Ford will make use of inside of the cab. The addition of a recently developed Bang and Olufsen audio system is broadly expected, delivering a modern, high-class appear as nicely as a considerably better sum of top quality to the prior seem system. With the interior toned of 2019, Ford F-250 continues to set up being obtainable in 5 amounts, from the XL to the Platinum solution, furthermore flourishes of convenience may be included with relocating the all-around sensation to that of the SUV's Ford are presently creating. When convenience is not necessarily at the top of the listing of demands inside of a huge area of the goal market just for this pickup, it can, without a doubt, be accepted with open up forearms. Similarly, a higher range of driving assists from further lane-departure alert systems and blind-spot digital cameras that improve presence when towing huge trailers is likewise warmly acquired.
2019 Ford F-250 Super Duty Regular CAB Engine
Although Ford continues to be restricted-lipped as to what they decide to change regarding the drivetrain, it is commonly anticipated that this enhanced engine could effectively see its distance to the new release. A new Diesel-engined choice needs to be the heading statement inside their modified range, with a probability of more changes with their recent 6.2-liter and 6.7-liter V8 engines not eliminated. As these beasts are previously equipped of giving massive sums of power and torque, the adjustments may are available in the type of a sizing lowering as opposed to a power improve, with the 385 / 440 hp and 430 / 925 lb-ft. improbable to get altered to your excellent degree and very similar levels of tugging power, for that reason, to hold it in advance of the competitors. One probable change to the driver installation will spot the cruise control features include the new cease and go adaptive cruise technology to boost the safety stage of this feature. With Ford presently enhancing their anti-collision systems to identify people on the streets as effectively as greater things, this new system would seem virtually a guarantee to get contained in the up to date model.
2019 Ford F-250 Super Duty Regular CAB Release Date and Price
No formal term has become acquired but as to the release date or price anticipated of the new 2018 F-250 Super Duty pickup, nonetheless, a statement is apparently forthcoming which can routine the start for a date at the conclusion of this year. In relation to the price position, a modest boost on the base price of the present $40,000 MSRP could be anticipated but without having significant overhauls in the design or creation predicted, Ford will likely be improbable to hike this a lot of greater. With the 2019 Ford F-250 Super Duty Regular CAB, Ford will yet again out-muscles the opposition while keeping them at arm's duration as considerably as performance and trustworthiness are anxious, the two most significant aspects using this type of vehicle. Presently attaining growing development in product sales statistics, it is crystal clear that Ford lacks to change a lot of with this particular revision but the tiny improvements appear established to maintain this complete-dimensions, heavy-duty pickup truck at the top rated of the product sales graphs for the foreseeable future.

subset: commoncrawl


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AFAICT it does not. I'm investigating using NVENC to re-compress J2K HDR masters to something that is not so laughably huge. Unfortunately the metadata needs to be saved separately. We still use x265 for the final production encode and re-inject metadata at that time. Keep colorspace conversion upstream of encoding and rely on NVENC to just encode YUV and you're OK.diehummel wrote:Hello,
i found this thread via google
and i have a question.
Does hevc_nvenc already support BT2020 somehow?
When i re-encode an 4k HDR BT2020 Video the BT2020 Metadata gets lost.
With x265 and x265-params i can set bt2020 colormatrix etc.. and its ok. But i would like to use GPU performance.
IMO NVENC lacks the fidelity for production HDR encoding. But it's fast, and at higher bit rates well suited for archival. The limited pixel format support in the ffmpeg builds is also something you need to be aware of. I was hoping the patch noted in this thread would be in the main builds by now, but it looks like that is not the case. Maybe I need to update?


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The Northern Lights Council Executive Board is elected annually by the Council members at large and Chartered Organization Representatives. The Executive Board is the governing body of the council territory, empowered by the council body to act in its stead. It takes action to achieve the purposes of the local council. It establishes the council program, carries out resolutions, establishes and enforces policy and hires a Scout Executive, all according to guidelines of the Council Body.
Among its responsibilities are:
2019 Executive Committee
|Council President
|Tim Sayler
|Council Commissioner
|Mike Briggs
|David Bergstrom
|Vice-President Finance
|Steven Rufer
|Vice-President Administration
|Vice-President District Operations
|Adj Gen Al Dohrmann
|Vice-President Endowment
|Tim Tello
|Vice-President Membership
|Mark Zimmerman
|Vice-President Program
|Steve Shark
|Vice-President Marketing
|Shawn Johnston
|Immediate Past President
|David Sprynczynatyk
|Brad Ballweber
|Doug Restemayer
|Al Erickson
|Legal Council
|John Boulger
|Scout Executive/Secretary (non-voting member)
|Richard McCartney
2020 Meetings
All meetings start at 8:00 am (central). Board members may attend:
Executive Board Meetings
Executive Committee Meetings
2019 Executive Board Members
|Joel Arnason, Grand Forks
|Jon Jensen, Bismarck
|Ed Schafer, Fargo
|Brad Ballweber, Bismarck
|Shawn Johnston, Fargo
|Ron Schneider, Moorhead
|David Bergstrom, Fargo
|* Levent Kilic, Dickinson
|Steve Shark, Devils Lake
|John Boulger, Fargo
|Julie Lawyer, Bismarck
|Todd Simison, Detroit Lakes
|Jim Blotsky, Fargo
|Mark Malmberg, Oakes
|Steve Smith, Fargo
|Michael Briggs, Bismarck
|Larry Maslowski, Bismarck
|David Sprynczynatyk, Bismarck
|Cameron Carlson, Thief River Falls
|Barry Medd, Grand Forks
|Wayne Stenehjem, Bismarck
|Rex Carlson, Thief River Falls
|* Todd Medd, Fargo
|Craig Strehlow, Fargo
|Norm Clark, Mandan
|Lisa Meier, Bismarck
|Tim Tello, Bismarck
|Tim Cox, Bismarck
|Dr. Thomas Mitzel, Dickinson
|Jon Wanzek, Fargo
|Adj Gen Al Dohrmann, Bismarck
|* Mark Nelson, Grand Forks
|Barry Wilfahrt, Grand Forks
|Al Erickson, Fargo
|Richard Olson, Minot
|Dave Zaverol, Grand Forks
|Richard Espeland, Bismarck
|* Adrian Panther, Alexandria
|Mark Zimmerman, Bismarck
|Steve Gander, East Grand Forks
|Kent Reierson, Williston
|Dann Greenwood, Dickinson
|Doug Restemayer, Fargo
|** Camden Larson, Grand Forks
|Stephen Rufer, Fergus Falls
|Kathryn Hinds, Fargo
|Dale Sandstrom, Bismarck
|* Kelvin Hullet, Bismarck
|Tim Sayler, Fargo
* District Chairman and ** Order of the Arrow Lodge Chief (youth) are members of the Executive Board per person
2019 Advisory Board Members
|Frank Anderson, Fargo
|Trent Gerads, Moorhead
|Mark Nisbet, Fargo
|Ryan Barth, Bismarck
|Pete Haddeland, Mahnomen
|Dave Ouradnik, Sun Lakes, AZ
|Dr. Lance Bergstrom, Fargo
|Robert Hanna, Moorhead
|Dave Oehlke, Devils Lake
|Dan Butler, Fargo
|Tom Hall, Moorhead
|Dan Olson, Bemidji
|David Butler, Fargo
|Michael Haugen, Fargo
|Robert Wefald, Bismarck
|Michael Brown, Grand Forks
|Loren Laugtug, Fergus Falls
|Kevin Wolf, Fargo
|Dennis Elbert, Grand Forks
|Dr. Bruce Money, Fergus Falls
|Drew Wrigley, Bismarck
|David Fihn, Detroit Lakes
|Deb Nelson, Dickinson


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They have tried calling me twice today and Im glad I never answered. Im assuming that for me it would have been EE trying to offer me contracts Im not interested in. Like someone before me said, if I wanted another contract I would contact them!!
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Pretty good Birchbox, y'all. {I somehow become Southern on this blog. It's a thing.} I was pleased with everything I received. Especially *ahem* the full-sized Stila Lip Glaze.
Jergens BB Body Cream
I was excited to see this in my box. Saw a commercial for it just yesterday and thought, yeah, that makes sense, BB cream for your body. I haven't tried it for the 5 days it takes to show a difference (according to the label) but I'm fairly confident it's just a nice body lotion.
Air Repair Rescue Balm
Tried this last night on my hands, which look older by the month. Thanks polar vortexi! It was basically Aquaphor/Vaseline that smelled better & absorbed quicker. The scent was very nature-based, without smelling like a camper. Nice stuff, and the price $12/.9oz. is decent. Might buy some more when I run out.
Harvey Prince Cherie Blossom
This perfume is nice! I don't enjoy smelling like flowers, I like more uni-sex scents. This one started out very floral and quickly changed to a more subtle scent. I checked the description: romantic vanilla & musk. As much as I hate saying it, I do like the smell of musk. Like, in perfume. So there you have it. Feminine, but not overkill.
Stila Lip Glaze
Oh Birchbox, how did you know?? I used to stare at these in Ulta, back in my early twenties when I worked constantly and still had no money. With this memory in mind, I checked the price. Hm, $8 doesn't sound like much. But hey, those were lean times. And now I have one, woohoo! Ok, all that aside, it's bright, but nice shade for spring. I'm not a big fan of bright pink colors (toned-down neutrals look better on me) but once I blended it in, it looked perfect for spring/summer make-up. It is one of the stickiest lip glosses I've tried, but I like sticky. For me, they stay better & do a better job of protecting my lips.
Supergoop! City Sunscreen Serum
I have not tried this yet, but I got this in a Birchbox last year and loved it. $40 is a bit out of range for me when it comes to luxury items, like serums, so it's nice to get this in my sample box.
Wow, was that the longest Birchbox review ever? I think so.
Tell me, what was in yours?? Did you get a different color of the Lip Glaze?


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Originally published at http://www.commondreams.org/views/2019/08/30/trump-tower-dictatorial-power
From Trump Tower to Dictatorial Power
If Trump wins America loses. If Biden wins America loses. If Harris wins America loses. The only win scenario I can see is if Sanders wins.
That is unless America translates to "The one percent" . It a win for them with Trump , Biden or Harris.
Trump hasn't neutralized the checks and balances, the democratic party has done it for him.
Not only Trump…
Perhaps Donald Trump is just too easy a target for Ralph Nader. Perhaps Nader has grown frustrated with the long-time refusal of the American public to heed his many rational arguments. But here he alternates between deriding the Trumpster's stupidity and awarding him nearly superhuman powers.
You want to say, "Ralph, the guy's a doof. Trump did not invent media manipulation. He did not mastermind the crippling of the unions"–and on to the end.
Trump can manipulate media because he is a performer and because the social infrastructure for a sitting president to do that has been extensively constructed in advance, and the infrastructure for the media to criticize presidents usefully has been disabled. He didn't invent it; he just recognizes that he can score points even while looking like an ass.
Similarly, he can laugh at unions because they have been either disabled or usurped, to the point that young people do not remember union action within the United States in favor of a proletariat. Outside of the nurses and teachers, who feel to most people like exceptions, it barely exists.
Questioning Biden's mental competence has to be one of the most reasonable public actions that the Donald has done since entering office–perhaps before, given how little competition it has. After all, whatever his guilt or innocence might be, Joseph Biden will go down in history as the man who made Pizzagate and party connections to Jeffrey Epstein believable to Democrats.
Maybe that's the one thing that Joe Biden's innocent of, or maybe he's being blackmailed to run, but the impression has not been good.
Look, the problem is not that Donald Trump has wandered into some reasonable system and accomplished mayhem. The problem is that the system has become so deranged from decades of abuse that the likes of Donald Trump can dance around doing pro-wrestling takes in the middle of it without it becoming clear what part of the production is farce.
No one is a straight man in Washington in 2019. No one is believable. No one is the reasonable or identifiable person caught in the madness, or at least no one in office.
It's good to see Ralph Nader in there swinging, but I think we're going to need another tack.
Tom Englehardt asked… "then what is the disease?"
If there's a disease, it would have to be on both sides. And it is. Zuboff kind of hinted at it. And the Cambridge Analytica flap gave us clues.
No, he didn't invent media manipulation, but Ralph is right re one area of emphasis. He's a "peak" in terms of selling the super-irrational, just like Joseph McCarthy. But it really doesn't matter Dems have no "big cheese" tantamount. They have little ones like Maddow. They're all over the place. Look, I just happened to glance over at Chris Hayes tonight. He was talking to one right when I glanced!
Sorry to say, but this is like something straight out of 1984. Think of the most ludicrous propaganda…and they can sell it.
It's that old thing Jacques Ellul went over. The means become the end, the phones. The "transformative economic mission," as it were…forever and a day hyped too much as the means. Too much hype, and it becomes the END. If we look back at all the transformative economic missions we know anything about, we can see they were leading to the present predicament. Such missions were the vehicles of a hype. So, time for a major shift. Like the Joads heading west, we now must seek the practical. These missions are sputtering out everywhere, and what do people do? Blame one another. Take opioids. Shoot one another. You can tell…a BIG shift must come. This myth has run its course.
True that, but only if The People have His Back. He can't do it alone. No one can. He is a genuine leader but needs genuine followers who will stand with him through thick and thin. THIS IS WAR! APATHY! AVARICE! OK, cap locks off for now. He needs US. The US needs him. Symbiosis now. Rally cap time as the baseball fans would be wont to say this time of year. Bernie 2020!
I am scared for Bernie. There are those who will stop at nothing to prevent changes in the status quo.
Bard & everyone else,
If yall are wonder'n why I'm harping on-and-on on this, it's because lightening hit my cable [net only for me], and the slim pickens that remained ended up a real shock. Guess it shouldn't have, but it did.
"Trump did not invent media manipulation." bardamu
It's a little more subtle than in Orwell's 1984. Right now we have the "overtalk." An incessant drone. On NPR everything's opioids and gene therapy. Why not more geopolitics? Why? I'll tell you why.
EJ Dionne can't venture over into the matter of Syia, [in any depth], because then he'd be stepping on the sacred ground where one can see Trump policy (in the region) has become as insane as that of the interveners [and moreso with Pompeo's meddling]…who wanted to use Al Qaeda cousins to remove Assad. No, you can't GO out on that sacred ground. Cause then you'd have a REAL critique of Trump.
Why are these reviews of Nader's not of more interest to people? These summaries of his? Here's another reason: Because they can't handle'em? Think of NPR is one holon. Think of MSM as another holon. Now think of some imaginary appropriate and adequate open forum on geopolitics [in which you'd get at least stabs at explainations why Russia is selling Turkey S-400 systems and yet bombing Turkish proxies at the same time]…as another holon. Have you done that? OK, now remind yourself of THE GREAT QUANDRY msm gives us on the environment. Does MSM deign to give us DiEM25's take on the thing? No, MSM stays light years away from that. According to MSM and NPR it's like the responses of European governments to the problem together constitute one holon, and demonstrators against polluters (here in the US, say) is another distinct holon. Far be it from MSM to contemplate for an instant there is a vast group both sides of the pond with mutual concerns. No, they've isolated groups either side "objectively" like a worst case of scientism. You can't GO out on alternative ground, cause if news makers were to begin thinking at all (themselves) about how you tease out something rational between DiEM25 and Gail Tverberg…they'd panic! They don't have experience with anything like that! And probably, from their ignorant, toady, escapist, PC, and lala-land viewpoint, WE COULDN'T HANDLE IT either.
No, I'm not gonna throw any real rocks. My whole thesis is input from THE PEOPLE (like happens here) works better.
8/19 https://www.moonofalabama.org/2019/08/syria-army-cuts-off-khan-shaykhun-russia-bombs-turkish-reinforcement.html
THIS is terrifying. Everyone should read this article linked in Blumenthal's tweet. Link here: https://thehill.com/opinion/criminal-justice/458764-what-in-the-world-is-adam-schiff-thinking-domestic-terrorism
Bernie, in my opinion, has already been stopped by the status quo of the corrupt DNC and a Biden/ Harris ticket. Just like in 2016, when the DNC, Bernie and Warren backed the Wall Street Walker they will back a Biden/Harris ticket in 2020…
I agree with your post and it says to me that Amerika has already lost in 2020. And of course Bernie will back the Biden/Harris ticket with these infamous words: " We cannot allow Trump a second term"!
A Biden/Harris ticket will GUARANTEE a Trump 2nd term. Voters will find their couches (or the Green Party), not the voting booth. Just like they did in 2016. It's like a never ending Groundhog Day with the totally corrupt DNC
damn! i was just getting ready to post the same. ;~)
Yeah, nothing could make Trump happier!
"The outcome is up to you in November 2020. "
Ralph, I'd argue that its up to the Democratis Party and who they select as their nominee.
And if the Dems do "appoint" a Biden or other neoliberal candidate, then we will know that the Democratic party prefers Trumpist fascism to a government less hell-bent on enriching the already too rich.
Biden won't take enough anti-quagmire folks away from Trump's base. Have mercy, when will they figure this out?!?!
My biggest worry, IF (a big if) we ever get Trump out is the normalization of open criminality in office and just this culture of impunity with which he and his cronies, with the complicity of Democrats, have been reigning these past few years.
Trump is colluding, breaking the law and right out engaging in criminal activity, often openly and in plain sight, each day. If these people (on both sides of the spectrum) did not have their heads so far up his ass, the tally of impeachable and right out criminal offenses coming from Trump these past 3 years alone is large enough to sink the Titanic.
But our so called "leaders' have decided to just let it go and not go after him (other than issuing subpoenas that go ignored) and my deepest worry is that whoever comes next can potentially commit all the same crimes Trump has and then no one can go after him or her for it because we failed to do so with Trump. Legally speaking, I mean if you let Trump get away with, say, abuse of pardon power and violation of the emoluments clause and emergency declaration to divert funds he couldnt get from Congress, you sort of almost set a legal precedent. So what legal basis would we have 2, 3, 10 years from now to hold an abuse, dictatorial POTUS accountable when we failed to do so with Trump?
Whether Democrats like it or not, by being accomplices to Trump's crimes via their refusal to impeach him, they just helped set the bar for the next person. And that bar says a president is above the law and can do whatever he wants (save actually help people) without fear of consequences. Democrats are not a defense against despotism they are its guarantor.


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In April 2012, Saaya appeared in a Fashion/Brand Producer Audition on TV Tokyo. After going through a very selective process for 6 months, she finally won the audition title. Shortly after she won the audition, she started the "Swankiss" brand and opened her first store in Shibuya 109.
Swankiss is clothing for the dreamy moments of girls all around the world, and the space where girls can be girls forever and shine like a swan. With "Romantic Vintage" as its theme, Swankiss offers fantasy-filled items that contain one-of-a-kind lace patterns and vintage-inspired details.


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Fuji Music
[Music] KS1 Malaika – Celebrate
Fuji Icon Alhaji Sulaiman Alao Adekunle Malaika a.k.a Ks1 Malaika, the Ks1 Holdings C.E.O who's currently working on his Fuji Hip hop Album which already has hit tracks like "Nana" featuring Damy Krane, Ire, to mention but few.
Ks1 Malaika is back with another Fuji Pop, a banger titled "Celebrate" which was produced by ace producer Baze2beats.
This song is a lovely melodious danceable tune for all occasions and all music lovers. Shot by American based award winning Video Director Hg2filmworks.
The video was Shot in Houston Texas in the United States of America. Enjoy this new vibe from the King himself 🔥🔥
Listen & Download "KS1 Malaika – Celebrate" below:-
» Listen on iTunes
» Stream on Apple Music
» Listen on Spotify
Watch the Video below:-
[embedded content]
What do you think about this Song & Video?
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The Basics of Time Series Data Analysis with NumPy
Time series analysis is one of the most basic skills in a analyst's toolkit, and it's important for any up-and-coming data scientist to firmly grasp the concept. In this article, we'll be going over the basic ideas behind time series analysis, and code some basic examples using NumPy. A link to the notebook containing all code and examples in this article can be found below.
What you'll get out of this article:
>An idea of the components of time series data
>An understanding of the importance and applications of time series data analysis
>An introduction on how to do such analysis in NumPy
What is time series data?
Time series data is any data that tracks the change in a given variable over time. The interval can vary from data set to data set. Some data might be tracked every second, or every day, or every year, but the interval must remain consistent for a given data set. This kind of data is typically examined in order to develop a predictive model that describes how the dependent variable might change in the future.
plot.plot(x, y)
plot.ylabel('Deviation (C)')
plot.title('Temperature Anomalies by Year')
Above is an example of a time series graph I made using data from the National Climate Data Center. On the x axis, we see the year, and on the y axis, we see the deviation in global temperature from the 1910–2000 average. There are 3 important components here to observe.
Trend- The trend is the overall tendency of the graph's movement. We can see an upward trend in this graph, that show temperatures are increasing.
Seasonality- Seasonality refers to reoccurring patterns that happen over a shorter scope than the trend. In the temperature anomaly graph, we can see clusters of warm years, followed by colder years that create a pattern a bit like a sine wave.
Error- The data is also naturally influenced by random fluctuations in circumstances that aren't very relevant to the overall patterns we're trying to observe.
I chose this data set because climate data generally has the features we would want — a trend and seasonality — for an introductory project like this. Feel free to find your own climate data, or stick to the example in this article.
Constructing a Predictive Model
Now that we have our data, we need to construct a model that will use past temperatures to predict future ones. This can be done in Python with relative ease, but first we have to make sure that our graph is stationary. Though there are predictive models for non-stationary data, they're more complex, and the most widely and easiest to use models are for stationary data.
The definition of stationarity is more strict than this, but for our purposes we just want the variance and mean to be constant over time, and the covariance between any two points to not depend on the time.Here are some visual examples to illustrate our criteria:
In the above graph, we can see the amplitude of the sine wave increasing, and so its variance increases as well, meaning that this graph is not stationary.
Here, we see that as time increases, the peaks and troughs of the sine wave increase as well. Therefore, the mean increases as time goes on, and so this graph is not stationary.
Here, because the frequency of the sine wave increases with time, the relationship between each point. and the point occurring one second later changes over time. Therefore, the covariance changes as time passes and this graph is not stationary.
This graph meets all of the criteria we've described for stationarity.
Making the data stationary
Looking back at our climate data, we can see that the mean is increasing as time goes on, so it would seem logical to assume that it does not meet the stationarity requirement, but we need a more precise way to find that out. For this, we can use the Augmented Dickey Fuller test, which will produce a p value that corresponds to the likelihood that the data is not stationary. We'll do this with the statsmodel package:
from statsmodels.tsa.stattools import adfuller
dftest = adfuller(df['Value'], autolag='AIC')
Here, we can see that ADF predicts that there is more than a 99 percent chance that our data is not stationary, so our initial assumption was right. But, how to we fix this? It turns out, that making the data stationary is actually pretty simple in this case.
If we take the rolling average and plot it along with our original data we get a graph like this:
y_rolling_avg = df['Value'].rolling(window=3).mean()
plot.plot(x, y)
plot.plot(x, y_rolling_avg, color='red')
The rolling average is the mean of some number of data points, specified by the 'window' parameter of rolling(). So, the first item in the rolling average is the average of the first 3 items in the actual data. We can see that this line closely follows the data, though it is a bit less jagged. We can use this metric to remove the unwanted trend in the data while still preserving the seasonality, which we'll want to analyze. By simply subtracting the rolling average from each data point, we remove the trend in the data.
y_stat = y - y_ra
plot.plot(x, y_stat)
Our graph doesn't show any conspicuous trends that would suggest our data is non-stationary. But, let's consult ADF to be sure.
dftest = adfuller(y_stat[2:], autolag='AIC')
We had to remove the first 2 values from the data, because adfuller() cannot taken in NaN values, but other than that, the code is the same as last time. A typical p-value that is considered 'good enough' to support our claim is .05 or less. Our p-value is very close to 0, so it's safe to assume that this model is stationary.
Now that we can use ARIMA, a function that creates a line of best fit for stationary time series data. The function takes three arguments. The first argument is the number of Auto-Regressive terms used. Auto-Regressive terms are values of previous data points used to predict future ones. So, x(t-1) and x(t-2) would be used to predict x(t) when the first argument is equal to 2. The second argument is the number of moving average terms, which are lags in the forecast error. The last term is the number of non seasonal differences in the data, and we'll be leaving it as 0.
In order to figure out the first two parameters, we need the autcorrelation function and the partial auctorrelation function. The ACF is a measure of how well a two points in a time series correlate to one another. The PACF is also a measure of such correlation, only the variation in the data already explain by previous terms is adjusted for.
If we graph both of the functions and note at what point they enter the 95 percent confidence interval for predicting the data in the time series.
plot.title('Autocorrelation Function')
plot.xlabel('Lag (Years)')
Here, we can see that the PACF graph crosses the upper bound of the confidence interval at a lag of about 1 year, so that will be the first argument of our ARIMA model.
Likewise, the ACF also crosses the upper boundary at about 1 year, so that will be our second term.
Now, we can create our model.
from statsmodels.tsa.arima_model import ARIMA
model = ARIMA(y_stat[2:], order=(1, 1, 0))
results_AR = model.fit(disp=-1)
plot.plot(x[2:], y_stat[2:])
plot.plot(x[3:], results_AR.fittedvalues, color='red')
So here's our model compare to the actual time series. Let's add the rolling averages back in in order to see exactly how well we're doing.
adjusted = results_AR.fittedvalues + y_rolling_avg[3:]
plot.plot(df['Year'][3:], adjusted, color='r')
plot.plot(x, y)
Once we add the rolling average back in, we see that our model fits the data pretty well.
Further Reading:
A comprehensive beginner's guide to create a Time Series Forecast (with Codes in Python)
Overview Learn the steps to create a Time Series forecast Additional focus on Dickey-Fuller test & ARIMA…
An End-to-End Project on Time Series Analysis and Forecasting with Python
Time series analysis comprises methods for analyzing time series data in order to extract meaningful statistics and…


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Tobrex, generic name tobramycin, belongs to a class of drugs known as Ophthalmic anti-infectives. Tobrex is used for treating eye infections. Tobrex is an antibiotic and generally functions by killing or slowing down the growth of certain types of bacteria in the body of a patient. Patients should not use Tobrex in case they are allergic to any ingredient found in this medication.
Tobrex is a sterile topical ophthalmic medication prepared specifically for topical therapy of external ophthalmic infections. Tobrex belongs to a class of drugs known as aminoglycoside antibiotics.
Tobrex contains inactive ingredients such as boric acid, sodium sulfate, sodium chloride, tyloxapol, sodium hydroxide and purified water. Tobrexs' pH ranges from 7.0-8.0 and an osmolality of 260-320 mOsm/kg. Tobrex is soluble in water.
Tobrex is mainly used in the treatment of bacterial eye infections. Tobrex works by slowing or killing the growth of specific types of bacteria. Tobrex can only treat bacterial eye infections and will not work for other types of eye infections. Underuse or overuse of any antibiotic can lead to its less effectiveness.


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cmsHey, I wanted to start our blog off with the subject that I know best – websites. More particularly, the programs we use to create them – Content Management Systems.
What is Branding?
Brand is the perception of the company in the eyes of the world. Branding, by definition, is a marketing practice in which a company creates a name, symbol or design that is easily identifiable as belonging to the company. Brand Identity is the collection of all brand elements that a company creates to portray the right image of itself to the consumer. Brand Image is the perception of the brand in the mind of the customer. It is an combination of beliefs, ideas, and impressions that a customer holds regarding the brand.
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Producers are always looking for ways to improve their bottom line, and Cotton Incorporated invests in producer profitability as well. This year, they have teamed with Quail Forever to help cotton farmers make the most of under-producing acres by repurposing the land as quail habitat. The program is currently available to producers in the Southeast United States with emphasis in ... Read More »
Regional Report
Weather, Prices, Other Factors Cloud California Cotton Outlook
• By Cecilia Parsons • California's 2019 cotton crop will struggle this year as a result of late spring rains, shaky pricing and the loss of a key crop-protection material, according to farmers and marketers. Roger Isom, president of the California Cotton Growers and Ginners Association, said a farmer survey in mid-May indicated cotton was planted on 261,000 acres in ... Read More »
Getting To Know David Miller
• By Stacey Gorman, Cotton Board Director Of Communications • Earlier this spring, The Cotton Board hired David Miller as its new Mid-South Regional Communication manager. Miller's territory includes Arkansas, Louisiana, Mississippi, Missouri and Tennessee. The Cotton Board's RCMs work to ensure the Cotton Research and Promotion Program stakeholders in their respective territories are informed of the program's activities as ... Read More »
Farmers, Researchers Interact In The Lone Star State
Cotton Incorporated's Agricultural and Environmental Research Department invests in regional research programs across the Cotton Belt. The AERD team regularly visits growers in the field and attends regional meetings to identify specific research needs within a production area. Cotton Incorporated often partners with public sector programs, such as the U.S. Department of Agriculture-Agricultural Research Service, state Extension programs and university ... Read More »
• By Carroll Smith, Editor • It's time to pack up and head to one of the largest indoor farm shows in the Southern region. The 67th Annual Mid-South Farm & Gin Show is scheduled For March 1-2 at the Cook Convention Center in Memphis, Tennessee. Visitors are invited to attend the Southern Cotton Ginners Association and Foundation Annual Meetings that ... Read More »
Cotton And Tariffs Create Trade Tensions Between U.S. And China
• By Seshadri Ramkumar, Texas Tech University • Continued trade tension between the United States and China is affecting the global cotton and textile sectors. "Back and forth on tariff discussions is problematic, and it results in the slowdown of global cotton demand," says Dr. Gary Adams, president and CEO of Memphis, Tennessee-based National Cotton Council. On Jan. 16, Adams spoke ... Read More »
Farm-To-Fashion Approach Tracks Cotton Movement
Many cotton producers wonder what happens to their cotton after it's picked, ginned and baled. They sell their crop to a cotton merchant, a cooperative or a textile mill, but the question of where it goes from there still lingers. However, there are several cotton producers in the Southeast who know exactly where their cotton goes. They are taking a ... Read More »


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Deep River Rotary Club donates books to elementary school
DEEP RIVER - The Rotary Club of Deep River has donated 21 copies of "Listen to the Wind" by Greg Mortenson to Deep River Elementary School so that when children return to school in September, every class will be able to read the same book.
In doing so, Deep River Elementary school students will be able to take part in the community read of "Three Cups of Tea." "Listen to the Wind" is the version of "Three Cups of Tea" that is written for young readers.
Deep River Elementary School's Library Media Specialist Peggy Schaedler, has two versions of "Three Cups of Tea" in the school library. One edition is written for adults, and one is intended for teens. The community read, an event called On the Same Page sponsored by Tri-Town Youth Services, will take place over the summer and during September throughout Chester, Deep River and Essex.
The Deep River Rotary Club has donated the books to the elementary school in keeping with its goal to promote literacy. The local civic club also donates dictionaries to third graders of Deep River Elementary School every year.


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Dana K. Perry, Darrin L. Willingham, Lena Sibulesky, Ilynn G. Bulatao, Justin H. Nguyen, C. Burcin Taner
Introduction. Donation after cardiac death (DCD) donors provide an important source of livers that has been used to expand the donor pool. As a consequence of increased numbers of OLT, allograft failure due to early and late complications and disease recurrence are more commonly encountered. The only life saving treatment for patients with liver allograft failure is liver re-transplantation (LR). The use of DCD liver grafts for LR is controversial. Material and methods. Between February 1998 and June 2008, 10 patients underwent LR with DCD allografts. Five (50%) patients had no post operative complications. The 30 day, 1 year, and 3 year patient survival are 80, 60, and 60%, respectively. When DCD grafts are used for sick patients with high MELD scores for LR, the patient and graft survivals are prohibitively low. Conclusion. We do not recommend utilization of DCD liver grafts for LR if a candidate recipient has moderate to high MELD score.
Key words. Donation after cardiac death, Liver retransplantation
The Official Journal of the Mexican Association of Hepatology, the Latin-American Association for the Study of the Liver and the Canadian Association for the Study of the Liver
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Financial Analyst
An exciting opportunity arises to join the Portfolio Management team of a growing financial advisory firm in the heart of Dublin City. This position will provide Finance controlling and Treasury support to the client's alternative investment teams. Fluent French is essential. The Benefits: Become part of a rapidly expanding company in the heart of Dublin City Significant financial package Travel Excellent Trajectory to Management Skills/Experience: 1-2 Years (max) experience working in Financial Industry Experience in Financial Controlling, Cash Management, FX and Risk analysis (e.g. fund audit / banking / treasury background) Excellent verbal and written communication skills - ability to interact and clearly communicate complex concepts to a wide variety of stakeholders Bilingual: Fluent English and French speaker (should be able to conduct the interview fully in English and French) If you believe you have the skills and experience required to succeed within this challenging role in an established organisation please apply now. Contact Information: For a confidential discussion about this role, or to discuss similar opportunities in the investment management sector, please call Thomas Hennelly at Paragon Executive Intelligence on +353 (0)1 8746770 Please send all C.V's in English only


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A number of businesses, especially in the oil and construction industries, work with constant pressure to deliver on multiple deadlines. Because this is so crucial to their success, some of them resort to self POs, choosing to circumvent the typical delays caused by waiting on approvals.
Self purchase orders are directly generated by the employee who requires the goods/service, instead of the procurement officer or the usual decision maker. Most purchase orders must run through a series of approvals before they are sent to the vendor. Self purchase orders are raised instantly without any purchase order approvals.
The second key difference is that the employee who raised the request themselves deals with the vendor, which is usually a job for the procurement team.
This has an effect on the company's spend culture, as you'll soon see.
Here are some reasons why this is never a good idea, whatever your industry vertical.
Procurement teams consist of people who understand the ins and out of business purchasing, and usually perform due diligence to eliminate overspend. Employees from other departments don't have the full knowledge and experience that populates procurement teams.
Often, the initiator of a self PO will end up overshooting budgets by a considerable amount, distracted by time constraints and work pressure from their other responsibilities. They generally don't have the know-how to set up an up-to-date accounting system that monitors spend. Procurement experts will recognize this as 'rogue spending'.
You might think a system of spreadsheets might keep things in check, but the only real fix for this issue is to get a procurement solution with real-time visibility and insights into spending.
With the procurement team handling things, it is common practice to keep a constantly updated record of vendor performance. Individual vendors are ranked on the basis of their ability to deliver on schedule, with good pricing, and other such factors.
Authors of self PO are hardly procurement experts; their general priority is to get products delivered on time. Beyond that, things like vendor monitoring and management are hardly any of their concern.
Without central visibility into vendor performance, your organization might pick the wrong vendors, which cuts into your bottom line.
Self POs are more than a niggle in the mind of some procurement team member who is a stickler for policies. No, they can be outright dangerous. With an employee-initiated and controlled self PO, you leave yourself open to the following risks:
Procurement in general is prone to fraud, and self POs just make it convenient for people with nefarious motives to get away with their efforts.
Employees from outside of the procurement team, as discussed in an earlier section, often lack the know-how and the accountability that keeps their decisions aligned to the company's best interests.
Moreover, an employee raising a self PO might not have the know-how for effective price negotiations with the vendor. They may sit back in pride at having completed what they think is a good deal, while the procurement manager might get a nasty shock when she reviews it!
With good purchasing software, purchasing managers get key insights into buying patterns. This is key information that helps them get better deals out of vendors, citing frequency of deals and previous orders.
A solution like Kissflow can help you eliminate the need for self purchase orders. The main myth surrounding these is that self POs can be executed faster. Consider this–with relevant and timely notifications, mobile access, cloud computing, and quick approval routing, a solution like Kissflow eliminates the very need for a self PO-based system.
Not convinced yet? Skip the self PO route, and take a look at Kissflow procurement.
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About ASCE Houston
Welcome to the new ASCE Houston Website. The Houston Branch is one of the largest ASCE Branches in the United States. Read our President's Message.
ADS develops state-of-the-art products to help solve storm water management and sanitary sewer challenges while setting industry-wide standards for quality, durability and performance. ADS offers a complete line of HDPE & HP corrugated pipe, fittings and accessories for most culvert applications including Nyloplast® engineered drainage structures, Flexstorm™ inlet filters, StormTech® storm water chambers, Water Quality Units, Baysaver BMP's and storm water treatment products, erosion control products, etc
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AmeriTex Pipe & Products is a member of the Texas Concrete Pipe Association, and is available to present continuing education seminars on a wide variety of topics related to our industry.
Established in 1975, BGE, Inc. provides a comprehensive range of civil engineering and surveying services for municipal, drainage, transportation, traffic, and land and site development projects throughout Texas. Each project is managed by a principal engineer to provide responsiveness through leadership.
BGE, Inc. is ranked in the Top 500 Design Firms in the country by Engineering News-Record, as one of the Top 10 Civil and Structural Engineering Firms by the Houston Business Journal, and as one of the largest design firms in Texas by Texas Construction magazine.
BGE, Inc. is a privately owned corporation with office locations in Houston, Austin, Dallas, Fort Worth, Frisco, San Antonio, and The Woodlands.
For more than 80 years, EHRA has provided exceptional engineering services in the greater Houston area.
We have several practice areas to meet client needs. These include public infrastructure, transportation, hydraulics and hydrology, land planning, land development, land surveying, construction phase services, and landscape architecture. All of these practice areas work together to serve city, county, state, and other governmental agencies along with single-family, retail and commercial development.
We take pride in our ability to provide an innovative, effective approach to project planning and design, with an emphasis on economics. Specific budgets and design schedules are prepared for each project and closely monitored to facilitate the completion of projects within specified time periods.
Our approach provides the project team with the latest advancements in computer hardware and software technology to enhance and expedite the engineering design and construction plan production of proposed projects.
In addition to design capabilities, we furnish construction phase services when needed, and are capable of providing complete construction observation services through experienced construction services staff.
What distinguishes EHRA is our honest, hard-working people who understand the importance of integrity and the willingness to always make things right. That's why many of EHRA's employees have worked with the company for years, and why several of them have fathers who worked for and retired from EHRA. We are truly a family company.
Our firm's history dates back to 1946 when our predecessor, McClelland Engineers, formed in Houston, Texas. McClelland Engineers soon became an international leader and technological innovator in geotechnical consulting. At the same time, Fugro N.V., a geotechnical consulting firm based in The Netherlands, was quickly becoming a leader in specialized geotechnical investigations and laboratory testing. In January of 1987, the two companies merged to form Fugro-McClelland, Inc. The combined company, which later became known simply as Fugro, quickly became the recognized authority in geotechnical engineering and related sciences.
Fugro USA Land, Inc. represents one of the strongest geotechnical and materials engineering and testing resources in the industry. With a focus on major markets, we promote the advancement of geo-consulting specialties; geologic hazard and risk assessments; earthquake engineering; site characterization; coastal/nearshore services; laboratory testing; and foundation engineering.
With a staff of engineers, geologists, scientists, and technicians, Fugro works through a network of 32 offices and technical centers located along all three U.S. coasts and in major metropolitan areas. We streamline client access to technical and project management services for complex assignments throughout the Americas and abroad.
Halff Associates is a unique regional consulting firm that has provided full-service engineering, architecture, and related services for decades. We are committed to continually investing in our employees, fostering a culture of collaboration, and delivering unwaveringly high-quality results for our clients. Our passion is providing smarter solutions with a distinctly human touch for everyone we serve.
Founded by Dr. Albert H. Halff in Dallas in 1950, we have grown from a one-man environmental engineering company to an award-winning firm of 600 professionals in 14 offices throughout Texas, Oklahoma, and Louisiana. We are ranked #149 in Engineering News Record magazine's list of the top 500 design firms in the United States.
Services provided by Halff include:
- Architecture
- Environmental
- Geographic Information Systems
- Landscape Architecture and Planning
- Land and Site Development
- Mechanical/Electrical/Plumbing Engineering
- Oil and Gas
- Process Management Tools
- Public Works
- Right of Way Acquisition
- Structural Engineering
- Subsurface Utility Engineering/Utility Coordination
- Surveying
- Transportation
- Visualization
- Water Resources
Visit our website at www.halff.com and connect with us on Facebook, LinkedIn, and Twitter.
Founded in 1977, McDonough Engineering Corporation provides full-service civil engineering and project management for transportation, public works, utilities, and commercial / site development projects throughout the Texas Gulf Coast region.
Services provided by McDonough Engineering include:
• Site Selection & Evaluation
• Site Layout
• Paving Design
• Storm Sewer Design
• Storm Water Detention
• Storm Water Quality
• Storm Water Pollution Prevention Plans
• Drainage and Flood Control
• Floodplain Mitigation
• Water Distribution
• Wastewater Collection
• Subsurface Utility Engineering
• Earthwork and Grading Design
• Traffic Control
• Roadway Design
• Railway Design
• Erosion Control
• Geometric Layout
• Permitting
• Platting
• Feasibility Studies
• Cost Estimating
• Construction Management
• Project Management
(TBPE No. F-340 / TBPLS No. 1013900)
Legacy. Design. Service. Founded in 1946, PGAL is an international design firm specializing in architecture, interiors, engineering, and planning for a diverse portfolio of public and private sector clients.
Renowned for outstanding client service and attention to detail, we balance innovative, responsive design solutions with a pragmatic, cost-conscious approach. This client-centered philosophy has earned PGAL repeat business and lasting relationships for more than 70 years.
We work with clients on projects large and small, developing long-term relationships based on partnership and trust. Every project decision is made to serve the client's current and future needs.
Each assignment is led by one of our hands-on principals and embraced by a carefully selected project team of seasoned professionals. These core groups collaborate with a staff of more than 200 architects, engineers, designers, and planners across 11 regional offices to create landmark, award-winning projects that completely satisfy our clients' goals.
Founded in 1968, Raba Kistner, Inc. (Raba Kistner) is recognized as one of the Southwest's largest consulting firms offering our engineering specialties. We provide professional services and self-perform:
• Geotechnical Engineering;
• Environmental Consulting and Engineering;
• Construction Materials Engineering, Testing, and Observation;
• Program/Project management;
• Facilities Engineering and Roofing/Waterproofing Consulting;
• Pavement Consulting; and
• Program and Project Management.
Our multidisciplined team consists of civil, environmental, geotechnical, materials, and facilities engineers; architects; LEED APs; environmental geologists; scientists; archaeologists; technicians; and support personnel.
Of the approximately 450 employees we employ, more than 75% of our team holds licensure or certifications in their areas of expertise. Furthermore, Raba Kistner's Geotechnical and Construction Materials Testing staff and laboratories are among the largest in the State.
Headquartered in San Antonio, Texas, Raba Kistner has offices in Austin, Brownsville, Dallas, Freeport, Houston, McAllen and New Braunfels, Texas. Outside of Texas, we have offices in Utah, Nebraska, Oklahoma and México. Raba Kistner's resources, manpower, and organizational structure allow for all corporate employees to serve as seamless service providers for every project.
For five decades, Raba Kistner has been meeting clients' needs for engineering and consulting services. As market demands evolve, we continue to expand our core services.
Given our staff size and experience within each service, we can undertake the requirements of major projects or complement clients' existing in-house capabilities. Our commitment to protecting our clients' interests remains constant. Used individually or collectively, Raba Kistner's services provide practical, on-time, on-budget solutions.
RPS Group is a Texas-based civil engineering firm with an emphasis on public works and infrastructure projects. For 31 years, our expertise has included public utilities, traffic and intelligent transportation systems, municipal services, road and bridge, land development, stormwater, environmental, TxDOT, airport, toll road, construction management, transit and rail projects. We have provided civil engineering design and related services to over 40 Municipal Utility Districts, 50 Counties and 100 municipalities across the State of Texas, and over 85% of our work comes from repeat clients.
Sustainability is not just a consideration, but a requirement for successful projects. Today's Clients and the general public have a heightened awareness of our impact on the natural environment. RPS Klotz Associates has Envision Sustainability Professionals (ENV SP) to bring new ideas to the table for each design. We incorporate practical applications of sustainable design practices that save money and construction effort in addition to being environmentally friendly. Our firm is a Charter Member of the Institute for Sustainable Infrastructure.
Our Mission Statement reads "We exist to help our Clients do their jobs better." Each employee's goal at RPS is to contribute to that mission in their own way, whether that means executing a contract, managing a project or preparing a letter. The RPS Team takes pride in our work, and that is evident in each project assigned to us.
Terracon is a dynamic and growing consulting firm providing multiple related service lines to clients at local, regional, and national levels. Our services are delivered on a timely basis with consistently high value and attention to client needs. Services include:
Construction Materials
Since 1965, our employee-owned firm has provided tailored services to meet our clients' objectives. We help our clients succeed in their business ventures by effectively executing projects, controlling costs, and managing risk. Our clients appreciate this approach, and they know that we intend to be with them for the long term.
Terracon provides services on thousands of projects each year. Our culture, systems, and structure enable us to excel at both small and large projects. By combining our national resources with specific local area expertise, we consistently overcome obstacles and deliver the results our clients expect.
Whether you do business down the street or across the country, we offer a variety of related services through a nationwide network of offices to meet your single- or multi-site needs. Our responsiveness, high quality deliverables, practical solutions, and competitive fees afford clients with an easier way of doing business that saves time and money.
Walter P Moore is an international company of engineers, innovators, and creative people who solve some of the world's most complex structural and infrastructural challenges. Providing structural, diagnostics, civil, traffic, transportation, and parking engineering services, we engineer solutions that are cost- and resource-efficient, forward-thinking, and help support and shape our communities. Founded in 1931, we are headquartered in Houston, Texas and have more than 600 professionals working across 16 U.S. offices and 5 international locations.
Aguirre & Fields exists to provide our communities with leaders who have grit and character, leveraging the innovations of today to build a sustainable tomorrow. We aspire to be entrusted by our communities to provide infrastructure solutions, protect quality of life, and enable prosperity and growth. We work side-by-side with leaders of communities to identify and deliver lasting infrastructure solutions with a commitment to quality, dependability, and each community's future. We are a team of engineering innovators, united by a passion to serve the communities where we live and work.
Aguirre & Fields began as a bridge firm, but today we are so much more. We have grown to a multi-disciplinary engineering firm poised to grow with the communities we serve. We lead with passion and courage to be entrusted by communities for:
- Strategic and Community planning
- Schematic design
- Roadway design
- Structural design (bridge and civil)
- Drainage design
- Construction Engineering Inspection (CEI)
We are proud to be engineering innovators entrusted to create and implement solutions that make life better for everyday citizens.
Aguirre & Fields is a privately-owned company with offices in Sugar Land, Austin, Fort Worth, and Oklahoma City. Connect with us on LinkedIn, Facebook, and Twitter, or visit our website at aguirre-fields.com
HR Green is honored to be one of the nation's longest operating engineering firms. For more than 100 years, the HR Green family of companies has been dedicated to our clients' success. Whether we are providing civil engineering services, innovative management solutions to timely challenges, or overseeing the construction of a high profile improvement, the projects we undertake with our clients connect and shape communities, drive redevelopment and sustainability goals, and improve processes for consistent value.
For more than a century, HR Green has been dedicated to providing the services that our clients need to achieve success. We collaborate across geographies and markets to provide the engineering, technical, and management solutions that connect and shape communities and are driven by the commitment of our clients.
The HR Green family of companies includes HR Green, Inc., HR Green Pacific, HR Green California, and HR Green Development.
In 1965, Pape-Dawson Engineers, Inc. was established as a civil engineering firm with the goal of providing quality services with a high level of integrity. These core values continue today as we remain uncompromised in our dedication to maintain integrity and competence, develop solutions in the best interest of our clients and the public, support and develop our employees, and positively contribute to the community.
Pape-Dawson provides professional civil engineering consulting services in the areas of land development, transportation, water resources, surveying, environmental, hydrology/hydraulics (H&H), and geographic information systems (GIS). With offices in San Antonio, Austin, Houston, Fort Worth, Dallas, and New Braunfels we are able to effectively serve our clients throughout Texas.
Our staff of more than 500 employees includes Professional Engineers, Leadership in Energy and Environmental Design (LEED) Accredited Professionals, Certified Floodplain Managers (CFMs), Texas Registered Professional Land Surveyors (RPLS), Professional Geologists, Biologists, Environmental Specialists, Survey Crews, and Computer-Aided Design and Drafting (CADD)/GIS Technicians.
If your company would like to become a sponsor of the ASCE Houston Branch, please contact the ASCE Houston Branch Vice President of Administration for more details.


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About riendew
- Birthday August 17
Personal Information
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Your Golf Game
riendew started following "5 Minutes Daily" Practice Challenge 2018-20, How to Manage the Heat?, Help with Goal Setting and and 1 other
"5 Minutes Daily" Practice Challenge 2018-20
riendew replied to iacas's topic in Instruction and Playing TipsDay 1 Did putting practice for an hour at my local club, using the drill where you put in a circle from 4 feet and have to go around twice or start over. I don't think I made it around twice the hole time... definitely at the beginning of my golf journey.
How to Manage the Heat?
riendew replied to criley4way's topic in Golf TalkI'm a brand new golfer, but am planning on playing 18 Sunday when it is supposed to be 98 degrees here in Mass. I've got one of those evaporative cooling towels from work and have been told they work very well, so I plan on using that and regularly re-soaking it with ice water while playing. Hopefully this along with lots of water and gatorade helps keep the heat manageable, I'll update here after with how well it works.
Help with Goal SettingThanks, I like this idea - especially the no 6s challenge on a par 3... That will definitely allow me to put together a decent short game for now at least. I'll start a My Swing thread soon. I have some videos from my first lesson and will record some more now that I've practiced a bit more. Aside from the having fun goal, which I agree with, I like this one a lot. I've had much more fun on the holes when I stay in bounds than those that I don't. Thanks Shindig, I'll check out the 5 Minutes a Day thread... I've been logging my practice on my own but I like this idea as well. @JuanTheGolfer, your comment was very helpful. I will definitely keep track of those things going forward so I can better guide my practice. Love the drill for putting practice, as I've so far just been meaninglessly putting around the practice green without any purpose. This will help me focus my practice much more. I'll be doing this going forward. I think I already know that the putts number is going to be very ugly and need the most work... Better get started on that.
riendew changed their profile photo
Help with Goal SettingHi all, Brand new here and to golf, and wanted to ask you about helping me set a reasonable goal for myself. I've just started golfing three weeks ago and so far my best score is a +40 94 at my local par 3. (I've only played par 3s so far). My question for you is what would a reasonable goal be for the end of the season? I'm taking lessons and have gotten a membership at a local driving range so I can hit balls, putt, and chip whenever I'd like. So far I've been practicing 2-3 times a week and playing 18-27 holes a week. I just got my first lesson last week so that was a massive improvement over my game before. Just wanting to set an achievable goal for the year so I have something specific to work toward. Thanks!
Denver CO Area Recommendations?
riendew posted a topic in Destinations and TravelGirlfriend and I are visiting Denver in a month and want to play while we're out there, probably 9 holes. We are both novices and are looking for a nice course with good views that won't be too difficult for us... Kind of a specific set of criteria, but does anyone have recommendations?


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14 April, 1927 – 11 November, 2019
PARR, Michael Harry It is with great sorrow that we announce the passing of Michael on Monday, November 11th, 2019 surrounded by his loving family. Beloved husband of Mary for 70 years. Dad of Michael (Phyllis) and Malcolm (Danielle). Adored granddad of Sarah, Sadie, Julia and great granddaughter Racquel. As per Michael's wishes there will be no service and cremation has taken place. Arrangements entrusted to the COURTICE FUNERAL HOME, 1587 Highway #2, Courtice, (905-432-8484). If you would like to make a charitable donation in Michael's honour, please consider Wolf Awareness Inc.org. Online condolences may be made at www.courticefuneralchapel.com. "And when I have to die and you be near, O grieve not on that day, my dear, my dear." Michael Parr
- Wolf Awarenesss
have a memory or condolence to add?ADD A MEMORY
Gary Lawless
14 November 2019
I am fortunate to have had that very positive experience through being Mike's itinerant neighbour in recent years and the happy recipient of his recyclable New Yorker magazines. Faithfully delivered in batches of three or four at a time, they were usually accompanied by Mike's disdain for the crude language throughout much of the contemporary short fiction. I will miss his perennial threat of cancelling the subscription which again, to my benefit, he accomplished only recently. He appreciated both fine fermentation and triple distillation and, if you think that poetry should be much more than lines of prose cut into shorter bits, then he's your man. A laurel crown for this true poet and wonderful (wonder-full) human being.
With fond memories and deepest sympathy,
Gary Lawless
Michael Parr
14 November 2019
My Dear Old Dad.
That is who he was and that is who he will always be.
He was very passionate about many things. Especially love. And occasionally Guinness.
You will always inspire me to be a better person.
Love you.
Michael Jr.
Malcolm Parr
13 November 2019
Not really expecting to see any response to this notification but , sadly, that means that people didn't get to meet Dad and they have missed out in a very positive human experience. He was a thoughtful man who had a wonderful relationship with the English language. His love for his family and his wife may not be unique but were dearly appreciated by those who were on the receiving side of the love and attention. We were lucky. We love you Dad.


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Youtube announced a new live streaming policy as well as new guidelines to protect minors and families.
The new live streaming policy states younger minors cannot live stream unless they are clearly accompanied by an adult. Channels not in compliance with this policy may lose their ability to live stream.
Youtube also disabled the comments section that features minors across its platform.
To read the full blog you can view it here


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To contact the MuJER center Guatemala please fill in the form below:
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Sometimes issues arise with your home or business that need to be taken care of quickly. Having a roof that is in need of a roof repair can be a little daunting for some and a great chance for a DIY for others; however, when it comes to your roof, either a commercial roof or residential roof, don't bargain.
It is extremely important and highly advised to call and/or hire a professional to install your roofing repair needs. When expensive and important items are in your home or in your building, you want a roof that is stable, secure, and that will last.
For more information on roof repairs and a free quote, give us a CALL
Roofing Repairs are important
To be done right
Don't trust just anyone with your roof repair, call us right now. Our team is 100% dedicated to customer service and satisfaction. We know what to do when your roof is in need and we want to keep you and your belongings safe.
Signs Your Roof Needs A Repair
Roofing Repair
When the signs come from above, your roof that is, and it no longer looks, feels, or sit right, call us. Your roof will begin to show signs of wear that can mean a repair is in your future. One of the biggest mistakes people seem to make is waiting and hoping that issue resolves itself but when your home and your belongings are at risk, that is not a chance you should be willing to take.
Signs your roof may need a repair:
- Shingles may appear cracked or even be missing… sometimes this can be easily repaired without having to replace the entire roof, but it is crucial to call professionals immediately.
- Moisture that begins to be trapped within shingles can create a very wet and possibly leaky roof.
- Wear and tear around the roof can begin to deteriorate the overall integrity of your roof, meaning, if damages are left untreated it can spread creating more expensive and extensive needs.
- Blistering or peeling paint on the roof can be an increase in moisture or be an indicator of other problems that may arise if left alone for too long.
Why should you
Call a professional
Roof repairs are not for everyone. Do not do a DIY project with your roof.
Roof repairs are and should be conducted by professionals with proper training and experience. This is not a knockdown on anyone's ability to properly care for their home but there are many more steps in the process of roof repair than initially meet the eye.
Roof repairs are a very common way to injure yourself unnecessarily. So, why should you call a professional when you're in need of a roof repair?
Without the proper tools and knowing how to get them up to the roof your DIY project can be quite a waste of time. If the damage is subtle and the roof repair is simple it may not always be as easy to spot, therefore, the tools needed to mend the issue may not be acquired on time, before the issue becomes noticeable
Using the wrong roofing materials can add to a problem you didn't originally have. Hiring a professional can curb the margin of error and ensure that your roof repair is done properly and promptly. If you use the wrong materials a simple leak can turn into interior damage and an entirely new roof.
Using the wrong roofing sealant is a common problem among DIY projects.
Serious injuries are common when inexperienced individuals climb onto a roof. According to the Bureau of Labor and statistics, hundreds of accidents happen and ever death, from homeowners attempting to repair their own roofs.
Decades of experience
Quality materials and qualified roofers
Causes and signs
of Commercial Roof repairs
Commercial roofs can easily be forgotten about unless the owner is experienced with roof repairs and maintenance. Some major signs that your commercial building is in need of a roof repair are.
- Missing shingles, this is a much easier issue to spot for professionals and just as easy for building owners when their ceilings begin to stain. Water finds an opening into your building when it is missing a shingle.
- Stains coming through the ceiling are big indicators that your roof needs a repair ASAP.
- Any signs of mold include sight or smell and can cause serious health problems if your roof is not repaired quickly.
- The most obvious sign of them all is an actual puddle within your commercial building
Why do you need a roof repair?
- The top of most commercial buildings is flat, meaning if the drainage system for that building is not working properly your roof will need a repair soon. If water is left to sit on a roof and soft spots are created, it can become dangerous for anyone on the roof or in the building.
- The damaged membrane on a commercial roof can lead to a need for a roof repair as well.
- This is an issue that must be caught quickly, or an entire replacement will be needed.
- Aged roofing can simply mean a repair is needed more often.
Roof Repair
EPDM is just one type of single-ply roofing system you can choose for your flat roof. Our roof replacement contractors may also recommend PVC or TPO roofing which look like white rubber roofs and can be attached in several ways. These single-ply systems can be installed over your existing flat roof to reduce installation costs and they offer excellent durability and resistance.
Repairing your roof has many different benefits for you and your home or business. Some of the most obvious are damage repair and money saving. But it is much more than just a repair when you choose to have a professional roofing contractor repair your roof you are choosing to protect and elongate the lifespan of your roof.
Benefits of roof repairs include:
- Protection, meaning, changing weather and severe elements cannot harm you, your loved ones, or your belongings when the roof is strong and stable.
- Save money and time! Preventive measures and quick repairs can be a thousand-dollar difference in your roofing bill. Repairing your roof when issues arise saves you and your family or business incredible amounts of money.
- Add value to your home
- With a properly maintained and repaired roof, your energy bills are much lower.
Roof Repairs for you!
Because repairs keep you safe


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Project ARGUS is an initiative developed by the National Counter Terrorism Security Office (NaCTSO) and delivered by Counter Terrorism Security Advisers (CTSAs) throughout the UK.
This three hour multimedia simulation poses questions and dilemmas for participants working in syndicates and aims to raise awareness of the threat from terrorism, providing practical advice on preventing, handling and recovering from an attack.
Project ARGUS sessions can be designed for the following sectors:
Office and Retail
Night Time Economy
Project ARGUS is ideal for managers in areas such as facilities, security, reception and those responsible for creating and maintaining response plans. However we do welcome all staff as we know that in the event of a major incident, anyone within the organisation could be in a position where they need to exercise those response plans.
Due to the high demand for places on Project ARGUS at
Wood Street Police Station, we have now changed the way we manage our
Priority will be given to those working within the City of London Force
area, please check you are within the City boundary by clicking here;
We do have a small number of spaces available for organisations that have
links within the City, but are not based here.
There will also be a limit of five people per organisation for each
Please contact your local Police Force to find out more about Project ARGUS in your area.
To book your place for Project ARGUS hosted by the City of
London Police, please go to 'Eventbrite' using this link.
Please note:
Bookings will only be accepted from a registered business email address. If you have any queries about this please contact us.
Alternatively we can host a session at the location of your choice within
the City of London. In a multi tenanted building, a combined approach is
the best way to plan and prepare for a major incident, so we do advise this
is considered when organising an in-house event.
Project ARGUS is offered to you free of charge, however there is a minimum
of 20 and a maximum of 50 participants required.
Due to recent high demand
we have a waiting list for in-house sessions. It may take some time for
us to accommodate your request.
Contact us: