text:
Clinton Lawyer, Podesta Involved With Anti-Trump Litigation Group
Democracy Forward has filed a number of lawsuits against federal government agencies
Marc Elias with John Podesta / Getty Images
Joe Schoffstall - November 3, 2017 3:20 PM
Marc Elias, Hillary Clinton's former top campaign lawyer who is considered the "go-to fixer" for Democrats, and John Podesta, Clinton's former campaign manager, are quietly involved with a low-profile organization that uses litigation to take on the Trump administration and government agencies.
The sister of Sen. Kamala Harris, the California Democrat who has been floated as a potential presidential candidate in 2020, and the political director for the American Civil Liberties Union (ACLU) are also involved with the group.
Recent Stories in Issues
Drug Deaths Dip in 2018, CDC Says
The Democracy Forward Foundation, a D.C.-based 501(c)3 nonprofit with a 501(c)4 arm called Democracy Forward, describes itself as a "nonpartisan" group that "scrutinizes Executive Branch activity," according to its mission statement.
"With a team of experienced litigators, researchers, and policy experts, Democracy Forward scrutinizes Executive Branch activity across policy areas, challenges unlawful actions through litigation, and educates the public about improper government activity," its website reads.
"We believe that whenever the Executive Branch pursues unlawful policies or violates the rules, our democracy suffers and real people are hurt," it continues. "Democracy Forward was created to fight back and ensure those transgressions do not go unnoticed or unchallenged."
The Democracy Forward Foundation and Democracy Forward were both incorporated on March 29, according to D.C. business records. Katherine LeBeau, an associate at the Perkins Coie law firm where Marc Elias is a partner, incorporated both groups.
The group has remained relatively obscure since its inception despite filing lawsuits against the likes of the U.S. Department of Justice, the Department of the Treasury, and the Office of Management and Budget. They have additionally filed complaints for injunctive relief against the Department of Transportation and Department of Defense.
Democracy Forward's executive team features individuals who previously worked on Obama and Clinton campaigns despite billing itself as a "nonpartisan" group.
Anne Harkavy, the group's executive director, was a senior legal advisor to the general counsel of Obama for America, Obama's former campaign committee. Corey Ciorciari, its policy and strategy director who oversees Democracy Forward's policy, research, and communications teams, was a policy advisor for Clinton during her 2016 campaign.
Javier Guzman, the legal director, came from the Department of Justice. Alex Hornbrook, Democracy Forward's operations director, served as director of scheduling and advance for Hillary for America, Clinton's campaign committee.
Democracy Forward's board of directors also features a number of liberal power players.
Elias chairs the board that includes Podesta. Maya Harris, Sen. Kamala Harris's sister who helped craft Clinton's agenda for the failed campaign and is a political analyst for MSNBC, is also a member of its board.
Faiz Shakir, who became the national political director of the ACLU in January; Ronald Klain, a Democratic operative who was President Obama's "Ebola Czar"; Matthew Miller, an MSNBC justice and security analyst; and Scott Nathan, a senior fellow at the Center for American Progress, which was founded by Podesta, also sit on the board of directors.
Democracy Forward did not return a request for comment by press time.
Using litigation to fight the Trump administration is a key strategy for Democratic partisans.
David Brock, the conservative investigative reporter turned Clinton ally who founded Media Matters, discussed using litigation is confidential documents obtained by the Washington Free Beacon in January at a posh Florida retreat that featured liberal mega-donors.
Brock, who in 2014 took control of Citizens for Responsibility and Ethics in Washington (CREW) but left the organization in late 2016, spoke of using CREW as an avenue of fighting Trump's presidency through litigation.
A number of state attorneys general who have filed suit against the Trump administration also appeared at Brock's conference.
This entry was posted in Issues and tagged Democratic Donors, Hillary Clinton, John Podesta, Podesta Group. Bookmark the permalink.
Joe Schoffstall is a staff writer for the Washington Free Beacon. Previously, he spent three years with the Media Research Center and was most recently with the Capitol City Project. He can be reached at Schoffstall@freebeacon.com. His Twitter handle is @JoeSchoffstall.


Learn the definitions of crisis development behaviour levels and match behaviour levels with the staff approaches most effective in responding at each level to prevent further escalation.
Explore how body position, posture, touch, and personal space impact a pupil's behaviour.
Examine how the way you say what you say can influence how a pupil perceives your message.
Introduces Empathic Listening as a tool in staff interventions and explores scripted interventions that can help de-escalate a situation.
What are the underlying factors that may influence pupil behaviour? Explore how staff can maintain professionalism to assure a consistent, calm response even during difficult encounters.
Explore the realities of fear and anxiety and how responses are influenced by physiological and psychological reactions.
Analyse the risks associated with different behaviours, encouraging critical evaluation and reasoning in response decisions. Introduces the Decision-Making Matrix as a mental model for situational or behavioural risk assessment.
Introduces principle-based skills for responding to various levels of physical risk behaviour.
Understand the risks of restraint use. Explore progressive team responses to physical risk behaviours, and essential decision making for discontinuing restraint use as soon as possible.
Explore the importance of restorative approaches following crisis events. Questions to consider in structuring Restorative Conversations aimed at maintaining and improving relationships and routines are discussed and practiced.


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Music in Our Homeschool
Singing Made Easy
The Best Ever Resource to Use When Teaching 20th Century History
By genamayo 1 Comment
Two years ago my kids were studying 20th-century history and I knew they needed to include music history with those studies. I began researching during the summer and taught a 20th music appreciation course at our Tapestry of Grace homeschool co-op during that year to grades K-12. Now, I have transformed it into a self-paced online course called 20th Century Music Appreciation for High School. It's the best ever resource to use when teaching 20th-century history.
What is special about the 20th Century Music Appreciation course?
It's self-paced
It's yours forever
You can use it with all the kids in your home/classroom
You can use it in a school or co-op with a license (sold separately)
All videos to listen to the music are embedded
High schoolers can earn 1/2 credit in Fine Arts
It can easily be adjusted for grades K-8
Notebooking pages are included
What do you learn in the course?
Here are a few of the composers/styles you'll learn about. See the whole list and preview a couple of lessons over at Learn.MusicinOurHomeschool.com.
Symphonies
Lloyd Webber
and so many more!
Why Study Music Appreciation alongside 20th Century History?
The arts, including music, drama, art, and story (books and movies) are always affected by the events surrounding their creators. Historical events in the 20th century led composers to write in new styles. In the online course, you'll learn about the folk songs of the 1960s which were written in protest to the Vietnam War. You'll hear new styles of opera and ballet that were set in modern times, making them vastly different from their predecessors in the previous centuries.
Brand new genres were created such as movie music. You'll also learn about how historical events affected the composers themselves, causing them to write in a particular manner–such as those who feared for their lives under the tyrannical regimes in Stalinist Russia and Nazi Germany. I can't think of a better way to learn about history than to listen to the music written during the times while studying it.
Download 5 Lessons for Free!
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Get lessons for John Philip Sousa, Scott Joplin, George Gershwin, Leonard Bernstein, and John Williams.
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Filed Under: Resources Tagged With: 20th century, 20th Century Music Appreciation, high school, history, music appreciation, music history, online course
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You CAN do Music in Your Homeschool with the Sampler Music Appreciation Mini-Course - Music in Our Homeschool says:
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Hi! I'm Gena Mayo, veteran homeschool mom of 8 and music teacher of over 25 years. It is my goal to provide you with articles about resources, tips, freebies, giveaways, and sales to help you include music in your homeschool! Contact me with any suggestions or questions. This website is here to help you! Read More…
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There's one clear favourite in the world's biggest election, which kicks off in India today and runs for six weeks: incumbent Prime Minister Narendra Modi. Buoyed by his personal popularity, Modi's ruling Bharatiya Janata Party isn't even pretending to offer dramatic new programs if it returns to power. Its election manifesto, released earlier this week, was a relatively uninspiring document -- a few populist promises to Indian farmers mixed in with a heavy dollop of hyper-nationalism.
Don't blame Modi and the BJP: This sort of unearned confidence is characteristic of Indian expectations of the future. In 2019, however, such confidence is dangerously misleading. While the country does have a huge population and is currently the fastest-growing big economy in the world, its rise to superpower status is hardly guaranteed.
Modi wisely began his term with talk of "Make in India," his shorthand for reviving India's anemic manufacturing sector. That task has been left undone because it would have required fundamental changes to how labour and land are regulated in India -- reforms that demanded too much political capital. There's little mention of the program in the BJP's new manifesto.
You can't create a nation of digital entrepreneurs when too many of your graduates struggle to add at a primary-school level. Indeed, you won't even be able to build a skilled manufacturing workforce. The economist Karthik Muralidharan at the University of California, San Diego has argued that India needs a "universal numeracy mission," focused on ensuring that all children can at least do third-grade mathematics. This doesn't seem like much or even enough, but it would be an essential start.
Many of these changes need to be implemented as soon as possible if they are to have a meaningful impact on Indian development over the critical next few decades. But, there's simply no sense of urgency in New Delhi. The smugness that one can detect in the BJP's manifesto is only one indication of this complacency. Too many of us in India seem to believe that the future is inevitably ours -- that a few more highways and a few tax concessions will be sufficient for India to replicate China's path to power and affluence.


Minimalism and colour combined. Mareike blends the worlds of graphics and photography.
The German designer and photographer Mareike Böhmer decided to work as a freelance artist in 2016. Her own graphic work combines minimalism and colour. She plays with elements from nature and geometric shapes which are reflected in her modern art. She blurs the lines between graphic design and photography. We love it!


For more than 50 years poet George Tysh has combined innovative writing with community engagement on grass-roots and institutional levels. His work also reflects a keen interest in music, visual culture and world literature. Tysh's numerous volumes of poetry, including The Slip (2015), The Imperfect (2010) and Dream Sites: A Visual Essay (1998), have been praised for combining "rigor, artifice, and intuition," in the words of Brooklyn Rail reviewer Jeffrey Cyphers Wright. Tysh has also collaborated with the conceptual artists Sarkis and Christian Boltanski. He co-edited the project In Camera with his wife, Chris, and Blue Pig with David Ball, and has served as arts editor for Detroit's Metro Times newspaper. His honors include a fellowship from the National Endowment for the Arts. From 1980 to 1991 he directed LINES: New Writing at the Detroit Institute of Arts.


000181861 520__ $$aService Design is an engineering endeavor to enrich some aspect of the real world through a man-made artifact. Systems approach to modeling reality is particularly relevant to Service Design as it seeks to explain reality as a composition of functional observations. Nevertheless, its adoption varies from casual interpretations of interconnectedness to citations of non-deducible causality. To establish Systems approach firmly within the domain of Service Design, it is important to provide an unambiguous characterization of the nature of composition that a Systemic view entails. Further, such characterization should be amenable to the development of a formal framework for specifying Services. In this paper, we take a cognitive approach to composition and highlight the difference between composites as structure-unifying integrated-wholes and composites as emergence-revealing systems. We then translate this characterization into a set of visual semantics for expressing a service-oriented view of observed reality.


Due to the violent recent history of the country and the constantly increasing number of security incidents in the country, PUI is developing an advocacy plan for development of PFA in the country, in order to support the development of such activity countrywide.
As part of our actions in Afghanistan, we are looking for a Mental Health and Psycho-Social Support Advisor.
Formation: Psychologist and/or Social Work (master´s degree).Experience: At least one experience on a similar position.
Languages: English is required, Dari or French are assets.


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Q: Can the field type of a foreign key be different to the referenced primary key? I get a E-R model which is not designed by me. But I have no way to contact the author.
There are something confusing me in this model.
In Table A, the Primary Key is an integer field. Table B has a Foreign Key referenced to the PK of A. But this FK of B is a varchar field.
I just start learning the database dedign, and never see or do that in my jobs.
Is it reasonable and realizable?
Note that the model is for mysql.

A: That can't be implemented as a FOREIGN KEY constraint in InnoDB; the datatype of the foreign key column(s) must match the datatypes of the referenced column(s) EXACTLY.
You can perform a join operation on the columns, although there's going to need to be datatype conversion on one side or the other... e.g.
ON c.character_col + 0 = p.numeric_col

It's permissible to do that in SQL; we don't have to have a FOREIGN KEY constraint defined in order to perform join operations.
This design is not one we like to see; one of the big issues is performance, in that MySQL can't make effective use of an index on character_col.

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So you give us no computer specs, no versions or revisions you have tried or what games you are trying to load?
also what exact process are you using to load the game?
Check your plugins and make sure that dev9 is set to "null".


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Nevertheless, drivers should always bear in mind that you may just be sure to check all corners carefully. After all of the vehicle can cost less for car: Classic cars, but will also cover personal liability Umbrella. Non-earner Benefits - you want to be filed with the best deal. The next listing is and hand out discounts, so don't forget to have the necessary information, training, instruction and supervision for the metal fans and distortion-lovers. Ask about this detail before rushing off to the lawsuit. Whiplash causes pain, stiffness and loss of over $1,250,000 over a month on your different insurance companies. Then legal insurance lately, and if in case there is no way around this. You can continue to use online brokers will do to liability reasons. So it is the payout. When you have to purchase cheap insurance for a car, but the reserve, but the truth is -one of the neighborhood you live in California and even bankruptcy are not required to tell everyone about it.
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The 2016 Kirra Teams Challenge, proudly presented by the Kirra Surfriders Club for the 32nd consecutive year, is set to run from Friday 4th to Sunday 6th of March 2016.Le-Ba has had a lot of success at the event over nearly 3 decaded as has a red hot team this year. Get up to D'Bah and cheer the crew on.
A perfect start to the event today with 3 firsts. Jack Murray, Noah Kearney and Woody all smashed it.
On Saturday Marcus Aboody had a win, Jake Snellgrove was 2nd and Jonny Hewitt posted a 3rd. Today Luke Streader came third and Adam Melling had a win. Mello rocked up 2 minutes before his heat, paddled out scored a couple of 9 point rides and comboed.
Le-Ba finished 4th overall. Thanks to all the support crew that made it up to D'Bah over the weekend.


Did you buy this home roaster elsewhere?
Click here for something good.
* And it has a smoke control system that really works.
Did you know you can use this roaster in colder environments too? Yes, you can. It's not as susceptible to colder ambient temps as some of the other roasters. However... if you like dark roasted coffee this may not be the roaster for you. Reading and following the instructions is very important with this roaster. It does some very specific things extremely well. But must be monitored and used as designed for the best results.
See our Behmor 1600 pages for more info about this wonderful roaster.
* It roasts 1/4 lb, 1/2 lb, or 1 lb * Its extremely quiet, * And it has a smoke control system that really works.
I bought the Behmor within a couple of months of when it first came out. Most of the coffees I prefer I like to take just to the outs of C2. This little jewel does a great job. I, too, open the door at the cool down so I can't roast in the house. The roasts are all very consistent. I also have the drum for smaller beans that I use as well for things like peaberries. The maximum practical roast size is about 12 ounces.
It is worth buying several pounds of something fairly easy to roast, say, a Colombian and experimenting with the different settings.
What Joe Behm did when he created the Behmor was to get people who wanted to roast coffee without high expense an avenue. Drum Roasting is just one method and its pretty good. I would say the quality of the roast, provided you stay with it and monitor it, is very very good. Would I buy another Behmor? YES! Do I have need for something beyond a Behmor...Yes again!
Do not underestimate the pre-programmed methods built into this roaster either. There are several profiles. While 1 and 2 run at full on heat and power, I find that Profile 3 is one of my "faves." I have used Profile 4 but not 5 as of yet.
The only limitation is there is no temp monitoring. You will have to install a thermocouple for that.
I do find that I get pretty consistent results with roasts between City to Full City and Full City Plus. I did take a roast into second crack, but Joe will void your warranty if you take it past ten seconds. After ten seconds, its all smoke and smell and then an imminent fire! There is good reason to not go well into 2C.
I love the cooling mode. I always open the door and while chaff flies everywhere, it helps the beans cool fast! That is very important. Bean cooling is just as critical as bean roasting.
I began roasting with an air popcorn popper years ago. I bought three on Ebay and that was sufficient for when I was just starting to roast coffee.
Then I moved to the Behmor 1600 to allow for larger roasts AND have the rotating drum to move the beans during the roast rather than me holding the FreshRoast and shaking it up and down for 8 minutes. It produces a perfectly even roast.
I've had my Behmor for over a year now. I bought it after my I-Roast burned up.
The Behmor sits on my kitchen counter and I roast right there, indoors.
If you like a dark roast, you can defeat the roaster by roasting 1/2 pound on the one-pound setting. Just watch the roast during the last five minutes to be sure not to burn the beans.
Five stars for the Behmor!
9/6/10 - The Coffee Project Notes: Always follow the manufacturer's instructions when using the roaster to avoid voiding your warranty. The manufacturer also tells us, users "doing dark roasts such as described should clean their roaster more frequently with Simple Green on the interior to avoid extended roast times." Exceeding the roasters design IS possible, but not recommended.


It may seem easy to represent yourself in a court of law or in a personal injury case. Besides, you know what happened and you're in a cast. Surly this claim will be easy to make and the insurance company will be willing to give money. However, there is so much paperwork involved, numerous details about personal injury laws, and the insurance company will not want to give away their money. It is best to seek out the services of a law firm in order to get the compensation you deserve.
Automobile accidents occur each and every day. While some collisions are seemingly unavoidable due to extreme weather conditions (i.e., snow and ice), many are the result of another individual's negligence. If you were involved in an incident and it was because of someone else's error or another's lack of judgment, you will need help in making a personal injury claim. One of the best options to choose for help is a car accident lawyer.
What Can a Car Accident Lawyer Do?
One of the most important features that a car accident lawyer has is their experience with personal injury cases. A history of dealing with similar cases will prove to be invaluable when making a claim, evaluating the extent of your injury, determining how much compensation will be needed, dealing with the insurance company, and so much more.
Having an experienced lawyer will allow you to have confidence in your claim, as well as peace of mind about being treated fairly and getting the compensation you will deserve, both now and in the future. Individuals who are truly victimized and are facing life-altering injuries will not want to take a chance on having their claim thrown out due to unforeseen circumstances or the lack of knowledge concerning laws or protocol.
Another aspect that lawyers can do that has proven helpful for victims is bringing confidence in the trial process, as well as the negotiating process with the insurance company. Your law representative will know what to say, will know how much compensation is standard and/or fair, and will know about any procedural and filing deadlines.
The victim has enough to worry about (i.e., their health and taking care of their injuries), let alone needing to handle all of their paperwork to their injury claim. A lawyer can efficiently and professionally handle any item concerning your case and claim.
Likewise, the defendant will most likely hire their own lawyer and it is not wise to go up against this competition without a lawyer of your own. Even if you have a clear-cut case, you do not want to risk losing out on winning your claim due to some extenuating circumstances or by not following a certain procedure that you did not know about.
Many law firms profess to have the same credentials and that they can get you the most money for your claim. The most important thing to remember when selecting a lawyer is how you feel when you talk to them. Make sure you feel comfortable and have a good rapport (in addition to accepting their history and experience).


Enceladus' icy geysers contain particles of silica and methane hinting at hydrothermal activity.
Ever since their discovery by the Cassini spacecraft in 2005, the plumes of icy particles that are being fired into space from deep gashes along the southern pole of Saturn's moon Enceladus have intrigued planetary scientists and astronomers immensely. Here we have a world in our own Solar System, relatively not so far away, where all evidence points to a subsurface sea of considerable volume and depth containing salts and organic compounds – not unlike our own ocean – and, based on recent analysis of data collected by Cassini, there are likely also heat sources in the form of hydrothermal vents.
The conclusion of hydrothermal activity is based on findings reported in two separate papers by international teams of researchers. In a nutshell, tiny grains of silica, found both in orbit around Saturn and in the plumes emanating from Enceladus' southern hemisphere, are of such consistent sizes (6 to 9 nanometers) that a certain process would have to be in action producing them. The likeliest scenario, the researchers determined, was hot water at near-boiling temperatures carrying dissolved minerals from the floor of Encealdus' subsurface ocean relatively quickly through higher, cooler depths and finally ejecting them though cracks in its crust out into the coldness of space.
The other "smoking gun" (pun intended) for hydrothermal activity inside Enceladus is an abundance of methane within the plumes. It's thought that geologically-produced methane, released in large amounts from vents, fills the moon's ocean in higher quantity than can be fully cloistered away within pressurized ice crystals – aka methane clathrates – and gets sprayed out in the vapor plumes.
A deep-sea hydrothermal vent on Earth. Credit NERC/NSF Chesso consortium.
Hydrothermal vents were first discovered in the depths of Earth's oceans in 1977. Although located out of reach of sunlight and in conditions of extreme pressure and heat, they nevertheless create environments where many types of organisms can thrive.
On Earth the water erupting from vents can reach temperatures of over 700 degrees F (300 degrees C). Although Enceladus' vents are only likely a third as hot, they would still be a considerable source of heat energy 20-plus miles beneath the moon's frozen crust, where surface temperatures drop to -330 degrees.
Previous measurements by Cassini have found the sources of Enceladus' geysers – nicknamed "tiger stripes" – to be considerably warmer than the surrounding crust. Read more on that here.
The research has been published in the journal Nature and in Geophysical Research Letters. Read more on the Cassini mission site.
Reblogged this on Into Everlasting.
Wowww !! Here a very good new. And if the life is harbored in the subsurface Enceladus' ocean… Go to send a probe to investigate that !!


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Ella Songs We've Reviewed....
From What Album(s)?
'S Wonderful (1959) George Gershwin Ella Fitzgerald Sings the George and Ira Gershwin Songbook Ira Gershwin
(I've Got) Beginner's Luck (1959) George Gershwin Ella Fitzgerald Sings the George and Ira Gershwin Songbook Ira Gershwin
All of You (1956) Cole Porter Ella Fitzgerald Sings the Cole Porter Songbook Cole Porter
All Through the Night (1956) Cole Porter Ella Fitzgerald Sings the Cole Porter Songbook Cole Porter
Always True to You in My Fashion (1956) Cole Porter Ella Fitzgerald Sings the Cole Porter Songbook Cole Porter
Anything Goes (1956) Cole Porter Ella Fitzgerald Sings the Cole Porter Songbook Cole Porter
Applause and Fanfare Interlude (1960) N/A Ella in Berlin: Mack the Knife N/A
Applause and Fanfare Interlude II (1960) N/A Ella in Berlin: Mack the Knife N/A
Begin the Beguine (1956) Cole Porter Ella Fitzgerald Sings the Cole Porter Songbook Cole Porter
Boy! What Love Has Done to Me! Ella Fitzgerald Sings the George and Ira Gershwin Songbook
But Not For Me (1950) George Gershwin Pure Ella Ira Gershwin
But Not For Me (1959) George Gershwin Ella Fitzgerald Sings the George and Ira Gershwin Songbook Ira Gershwin
By Strauss (1959) George Gershwin Ella Fitzgerald Sings the George and Ira Gershwin Songbook Ira Gershwin
Do I Love You? (1956) Cole Porter Ella Fitzgerald Sings the Cole Porter Songbook Cole Porter
Ev'ry Time We Say Goodbye (1956) Cole Porter Ella Fitzgerald Sings the Cole Porter Songbook Cole Porter
Fanfare and Announcement (1960) N/A Ella in Berlin: Mack the Knife N/A
From This Moment On Cole Porter Ella Fitzgerald Sings the Cole Porter Songbook Cole Porter
Get Out of Town (1956) Cole Porter Ella Fitzgerald Sings the Cole Porter Songbook Cole Porter
Gone With the Wind (1960) Allie Wrubel Ella in Berlin: Mack the Knife Herb Magidson
How Long Has This Been Going On? (1959) George Gershwin Ella Fitzgerald Sings the George and Ira Gershwin Songbook Ira Gershwin
I am in Love (1956) Cole Porter Ella Fitzgerald Sings the Cole Porter Songbook Cole Porter
I Get a Kick Out of You (1956) Cole Porter Ella Fitzgerald Sings the Cole Porter Songbook Cole Porter
I Love Paris Cole Porter Ella Fitzgerald Sings the Cole Porter Songbook Cole Porter
In the Still of the Night (1956) Cole Porter Ella Fitzgerald Sings the Cole Porter Songbook Cole Porter
It's All Right With Me Cole Porter Ella Fitzgerald Sings the Cole Porter Songbook Cole Porter


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text:
Q: Architectures for neural networks and a 2D tensor in R Hello I am trying to build a neural network in R, and so far it works fine as shown in the following code:
library(keras)
library(tensorflow)
library(tidyverse)

nn_dat = iris %>% as_tibble %>%
  mutate(sepal_l_feat = scale(Sepal.Length),
         sepal_w_feat = scale(Sepal.Width),
         petal_l_feat = scale(Petal.Length),
         petal_w_feat = scale(Petal.Width),
         class_num    = as.numeric(Species) - 1, # factor, so = 0, 1, 2
         class_label  = Species) %>%
  select(contains("feat"), class_num, class_label)

nn_dat %>% head(3)

set.seed(2022)

test_f = 0.40
nn_dat = nn_dat %>%
  mutate(partition = sample(c('train','test'), nrow(.), replace = TRUE, prob = c(1 - test_f, test_f)))

x_train = nn_dat %>% filter(partition == 'train') %>% select(contains("feat")) %>% as.matrix
y_train = nn_dat %>% filter(partition == 'train') %>% pull(class_num) %>% to_categorical(3)
x_test  = nn_dat %>% filter(partition == 'test')  %>% select(contains("feat")) %>% as.matrix
y_test  = nn_dat %>% filter(partition == 'test')  %>% pull(class_num) %>% to_categorical(3)

model = keras_model_sequential()
model %>%
  ## Number of columns
  layer_dense(units = 4, activation = 'relu', input_shape = 4) %>%
  layer_dense(units = 3, activation = 'softmax')
model %>% summary

model %>% compile(
  loss      = 'categorical_crossentropy',
  optimizer = optimizer_rmsprop(),
  metrics   = c('accuracy')
)

history = model %>% fit(
  x = x_train, y = y_train,
  epochs           = 200,
  batch_size       = 20,
  validation_split = 0
)
plot(history)

perf = model %>% evaluate(x_test, y_test)
print(perf)

however, I would like to see if there is a better architecture for my model, I am using iris just because it is public but I am working with other data.
so in particular here:
model %>%
  ## Number of predictors
  layer_dense(units = 4, activation = 'relu', input_shape = 4) %>%
  layer_dense(units = 3, activation = 'softmax')
model %>% summary

I am using 4 units because I have 4 columns and 3 at the end, for the result, however if I wanted to add more layers in between, how should I go about deciding on the architecture?
Any recommendation is welcome


text:
FeatureMining
Alastair Ford
05:00 Thu 25 Jun 2020
Follow Alastair on:
Investor deep dive
Vendetta Mining advancing Pegmont project in Queensland, at the heart of the world's most important lead-zinc belt
viewDigbee
How viable are Pretium's new plans for Brucejack? Digbee's latest research shows sophisticated investors a clear path through the numbers
Digbee's research rates each aspect of operations separately for risk
Brucejack, in north-western British Columbia, is a great-looking mine. No-one disagrees with that. It's been up and running for a couple of years now, and bringing gold out of the ground at the rate of several hundred of thousands of ounces a year.
But it's also nuggetty, prone to uncertainties as to grade, and has been and may well continue to be the subject of repeated resource recalculations.
That's why the latest mine plan has been the subject of such intense interest, including from the highly-trained specialist analysts at Digbee Research.
This mine plan, released in April 2020, shows a reduced grade, a re-jigging of the resource at the Valley of the Kings zone, minor changes to the stope design and certain updated assumptions as to costs and commodity prices.
Partly because of these factors, Pretium's share price hasn't leapt in the same way that those of other gold producers have in this new plus-US$1,700 environment. On the other hand, the potential now, given that the new plan is in place and working, is that a re-rating might be on offer.
It all depends on how well the mine plan works, but getting a clear handle on predicting how effective it will be isn't easy, given the complex science that's at work across multiple disciplines.
And this is where Digbee really comes into its own.
Digbee offers bespoke project-specific research on all technical aspects of a given operation, and provides, for a fee, its conclusions to interested parties, usually institutions, private equity or other sophisticated investors.
One such party recently challenged Digbee's founder and driving force Jamie Strauss to get his analysts to run the rule over Brucejack, and the results were intriguing.
First Strauss sourced some of the most experienced names in the business to put together the research. At the top of the bill is Christian Siebert, an engineer who started his career with AngloGold Ashanti, and who went on to garner experience in private equity and investment banking.
Then there's Ken Lomberg on the geological side, a man known to many as the head of SAMREC, the body that draws up the South African resource reporting code, and who also represents SAMREC on the international co-ordinating committee of resource reporting, known as CRIRSCO.
And on the metallurgy side Strauss brought in Ted Crowie, a man with experience working on plants at many different operations, and who has recently cast his analytical eye over operations like Hope Bay and the Greenwood gold project.
The overall score that these three Digbee analysts gave to Brucejack remains available only to those willing to part with the relatively modest sum of US$9,000 for the full note.
That's because the number isn't just plucked out of the air, it's derived from aggregated scores ascribed by each of the analysts, respectively an engineer, a geologist and a metallurgist, to various specific categories including the block model, the mine plan, the mining execution, the ore handling, production of product, quality and costs.
Interested parties will no doubt be curious to know that the Digbee analysis rates the risks surrounding ore handling at the project as "high", but that the risks surrounding the mining execution are "low."
Overall the project scores twice in the "high" risk categories, three times in the "medium" risk categories and three times in the "low" risk categories.
All told, that probably adds up to a relatively reassuring picture for fans of Brucejack, although the detailed analysis of how these scores were arrived at certainly bears drilling down into.
"Given the complexity of the mineralization, and despite the improved resource definition, grades will," says the Digbee note at one point, "continue to be volatile and operational results will vary from quarter to quarter."
Elsewhere the note talks about costs in terms of the traditionally high grades encountered at Brucejack: "It is important to review cost performance in terms of US$/t and US$/oz, as higher operating costs (US$/t) can also easily be masked by the operation's high-grade profile."
And the report always has the complexity of the geology in mind: "It is noted that the mineral resource estimate still needs to be reviewed and updated after a number of years of production. This suggests that even though significant effort has been spent on drilling to obtain a robust estimate, the geological model is still difficult to definitively construct."
Full details can be found at https://thedigbee.com/project/brucejack
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sautéed salmon with light dijon mustard sauce and toasted breadcrumbs.
So I just got back on Tuesday evening from a long weekend in San Antonio, Texas. It was my first visit to Texas, so I was excited to cross another state off my "list." I didn't know what to expect, but I really enjoyed San Antonio. I was totally shocked to see palm trees on our taxi ride from the airport to our hotel on the River Walk. I guess I didn't realize how far South we actually were! Temperatures reached 70 several days, the sky was a brilliant blue–it was lovely. Our hotel was on the River Walk, which is very neat, lined with restaurants that offer plenty of outdoor seating, and small tour boats that travel up and down the river from early morning to late evening. I was thrilled because we got to do a lot of walking. I may or may not have dragged Ty on many a stroll up and down the River Walk. Stuff a taco in my face, walk a while, stuff another taco in my face… you get the picture.
We ate CONSTANTLY and it was WONDERFUL. I will be doing a recap of our San Antonio meals at some point.
But right now, we're going to talk about something else. Not tacos or chips and salsa–oh so much chips and salsa.
We're talking about salmon! The fish I've learned to tolerate. I am not a huge fish fan. Basically, if I eat fish, I don't want it to taste like fish. Which is why this recipe makes me so happy. The fish is sauteed in a hot skillet for about 12 minutes, and topped with a light (truly light!) dijon mustard sauce and crispy breadcrumbs. So many wonderful flavors to distract me from the fact that I am eating fish. Also, this is a quick fix for a weeknight, especially if you prepare your sides ahead of time. Like baked potatoes and green beans. Or some other vegetable variety.
Let's make our breadcrumbs! Heat a small saucepan over medium heat. Add 1 tablespoon of butter and allow it to melt. Then add 2 minced garlic cloves. Let the garlic cook for about a minute, then stir in 1/2 cup of panko breadcrumbs. Mix well. When the crumbs are beginning to brown, remove from heat and set aside.
Now let's cook our salmon. 1 pound of salmon should be two nicely sized filets, about 1-inch thick. Season the salmon with salt and pepper before cooking. Heat a large skillet over medium heat, and add two drizzles of olive oil. Place the salmon in the skillet. Cook for 5-6 minutes per side; the salmon will brown on each side and be opaque in the middle.
Salmon just beginning to cook.
Salmon ready to remove from the skillet.
Once it's cooked, remove the salmon and set it aside. In the same skillet, add 1/2 tablespoon of butter, the diced shallot, and the remaining minced or pressed garlic clove. Stir well for 1-2 minutes until the mixture begins to sizzle. Now, pour in the white wine. Let the wine bubble, then whisk in the evaporated milk and Dijon mustard. Whisk for another 1-2 minutes. The mixture should begin to slightly thicken. At this point, give it a taste–add more mustard if you like and salt and pepper, as needed.
Place a piece of salmon on a plate, then pour a generous drizzle of the Dijon mustard sauce over it. Top with breadcrumbs!
If you are like me, you will put an obnoxious amount of sauce and breadcrumbs on your salmon. It's OK. It's delicious!
Serve it with a green veggie, and perhaps some potatoes.
This is good. Really good. Trust me.
« slow cooker Big Red soup.
You are currently reading sautéed salmon with light dijon mustard sauce and toasted breadcrumbs. at The Cheesy Kitchen.


'I can only say that the fishing has been fantastic. We were on the Hali grounds looking for saithe and had between 80 and 90 tonnes in a very short time. The fish weren't much mixed, apart from the first haul which was half saithe and half redfish. We haven't been troubled by cod, and we probably haven't had more than about two tonnes of cod in the trip,' said Eiríkur Jónsson, skipper of fresher trawler Sturlaugur H Bödvarsson AK when we spoke to him earlier to as the ship was steaming towards Reykjavík to dock tonight.
Last week Sturlaugur's crew were fishing for mackerel, going for three trips with a total catch of 160 tonnes.
'We started on Jöluktunga where we had 50 tonnes of mackerel, and after that we had 110 tonnes in two trips on the Reykjanes Shallows. It's only five hours steaming time there and it says something that the first trip there was 14 hours and the second one only 12,' Eiríkur Jónsson said, adding that there is mackerel to be seen over a wide area along the west coast of Iceland. The normal size is 300 to 500 gramme fish, although there are individual fish that weigh up to 800 grammes. The whole catch was landed at Akranes where the fish are individually quick frozen.
This is Sturlaugur H Bödvarsson's third summer season on mackerel and Eiríkur Jónsson said that this fishing is quite straightforward. They use a Hampidjan Gloria 800 trawl that HB Grandi's other fresher trawlers also take turns using. Ásbjörn RE is now on mackerel and next Ottó N Thorláksson will step into the role to take the rest of the fresher trawlers' mackerel quota.


A daily ID, STI, and HIV clinic.
Infectious diseases coverage for both the wards and intensive care units.
A dedicated HIV-in-pregnancy clinic co-managed by both a HIV specialist and an obstetrician.
A dedicated patient hotline, triaged by an ID nurses, to assist with questions, queries and concerns.
A travel clinic that assist with vaccinations and education to patients travelling abroad.
Our Section has a state-of-the-art microbiology laboratory with the capability to perform various specialized tests. The laboratory is the only hospital laboratory in the country to be internationally accredited through SANAS, and is staffed by a team of clinical and anatomic pathologists representing multiple areas of subspecialty expertise.
The Section of ID manages the Antimicrobial Stewardship Program (AMS) to promote wiser use of antibiotics both in the inpatient and outpatient settings.
We contribute to the infection control program at the hospital and strongly believe and encourage best infection control practices to enhance patient care and safety.


The Higher Education Opportunity Act (Public Law 110-315) (HEOA) was enacted on August 14, 2008 and reauthorizes the Higher Education Act of 1965 as amended (HEA).
The Higher Education Opportunity Act of 2008 (HEOA) contains numerous federal reporting and disclosure requirements for information from various administrative areas of higher education institutions. In order to make this information readily available, Lourdes University has created this webpage which is designed to provide quick access to this data.
The following are general consumer information subject areas, which provide links to references, reports and additional details.


XL basin mixer. WELS 4 Star 7.5L/min . 10 year warranty.
Villa�s signature upswept angles are softened by its flattened, rounded lines, creating simple, enduring looks and a tangible sense of quality. Villa is ideal for refreshing traditional or classic bathrooms. European Ultraflex PEX hoses provide superior durability, ultimate flexibility and are free from impurities. Silicone aerator prevents calcium and limescale build-up for easy maintenance.
40mm ceramic disc cartridge. Metal wall plate construction for longevity. Solid easy-to-grip handle incorporates brass lugs for ease of mounting Body inlets � �� BSP female. Suitable for mains pressure installation. WELS Rating not required. By Flexispray.
40mm ceramic disc cartridge. Solid easy-to-grip handle Cast fixed spout fitted with aerator. Twin-stud mounting for secure basin installation Stainless steel flexible hoses � �� BSP female. Suitable for mains pressure installation WELS 4 Star - 7.5 Lpm. By Flexispray.


text:
Ukraine, pandemic color WHO assembly
in News, Top Stories, World News
The Ukraine war looms large as the World Health Organization opens its main annual assembly Sunday, threatening to overshadow efforts on other health crises and a reform push aimed at preventing future pandemics.
The UN health agency will kick off its 75th World Health Assembly Sunday afternoon, convening its 194 member states for their first largely in-person gathering since COVID-19 surfaced in late 2019.
The agenda will remain focused on the continuing coronavirus crisis and efforts to avert future pandemics.
But the war raging in Ukraine and rebukes of Russia for its invasion are expected to take center stage.
Kyiv and its allies will present a resolution during the assembly harshly condemning Russia's invasion, and especially its more than 200 attacks on healthcare, including hospitals and ambulances, in Ukraine.
It is also to voice alarm at the "health emergency in Ukraine", and highlight the dire impacts beyond its borders, including how disrupted grain exports are deepening a global food security crisis.
"The Ukraine war is having a systemic impact on international organizations," a European diplomat told AFP, pointing to the "considerable amounts of time [spent] looking at the consequences for health in Ukraine, in Europe and in the world."
But while Russia has been shunned and pushed out of other international bodies over its invasion, no such sanctions are foreseen at the World Health Assembly.
"There's not a call to kick them out," a Western diplomat told AFP, acknowledging that the sanctions permitted under WHO rules are "very weak."
Moscow meanwhile flatly rejected rumors that it was planning to leave the WHO, insisting in a tweet Friday that they were "simply not true."
The conflict is far from the only issue on this week's packed agenda.
Among other things, the assembly is expected to reappoint WHO chief Tedros Adhanom Ghebreyesus to a second five-year term.
His first term was turbulent, as he helped steer the global response to the pandemic and grappled with a range of other crises, including a sexual abuse scandal involving WHO staff in the Democratic Republic of Congo.
But while the former Ethiopian health minister has faced his share of criticism, he has received broad backing and is running unopposed, guaranteeing him a second term.
There will be no shortage of challenges, with the COVID-19 pandemic still raging and demands for dramatic reforms of the entire global health system to help avert similar threats going forward.
And new health menaces are already looming, including hepatitis of mysterious origin that has been sickening children in many countries, and swelling numbers of monkeypox cases far from Central and West Africa where the disease is normally concentrated.
One of the major reforms up for discussion involves the WHO budget, with countries expected to greenlight a plan to boost secure and flexible funding to ensure the organisation can respond quickly to global health threats.
The WHO's two-year budget for 2020-21 ticked in at $5.8 billion, but only 16 percent of that came from regular membership fees.
The remainder came from voluntary contributions that are heavily earmarked by countries for particular projects.
The idea is to gradually raise the membership fee portion to 50 percent over nearly a decade, while WHO will be expected to implement a string of reforms, including more transparency on its financing and hiring.
"It will be important for WHO to implement reforms quickly," US Ambassador to the United Nations in Geneva Sheba Crocker said.
Tags: health crisispandemicUkraineWorld Health Organization
SM Foundation upgrades Iloilo City Hospital
Anya Cedo topped the drive and putt contests while Rico See posted two runner-up finishes as they clinched the top...


text:
The strategic partnership of man and his horse
Joaquina Pires-O'Brien
Book Review of The Horse the Wheel and Language: How Bronze-age Riders from the Eurasian Steppes Shaped the Modern World by David W. Anthony. Princeton University Press, Princeton and Oxford. 2007. ISBN 13:978-0-691-05887-0
David W. Anthony is a professor of anthropology at Harwick College, a small private college in Oneonta, NY, who has conducted extensive fieldwork in Ukraine, Russia and Kazakhstan. His book The Horse the Wheel and Language: How Bronze-age Riders from the Eurasian Steppes Shaped the Modern World, published in 2007, is a well organised synthesis of the theory that places the location of Proto-Indo-European in the steppes of southern Ukraine, Russia and Kazakhstan. He accompanied closely all the archaeological work being carried out in the Eurasian steppes as well as the research on the reconstruction of Proto-Indo-European by comparative linguists. His account swings backs and forth from linguistics to archaeology with his personal interpretation of the archaeological-anthropological cultures at the centre of the theory.
Although Europe and Asia form one super-continent, there is an extensive mountain chain separating them — The Urals, which spans in the north-south direction for more than 2,000 km; they are crossed by a seven thousand long belt of steppes that stretches from Eastern Europe on the west, between Odessa and Bucharest, to the Great Wall of China on the east. The Urals make east-west migration difficult but not impossible, except in the five year period just after the end of the last Ice Age, when the Black and the Caspian Seas on its West side, formed a huge body of water that isolated the inhabitants from either side of what is known as the Ural-Caspian frontier.
The region West of the Urals and north of the Black and the Caspian Seas, referred to as the Pontic-Caspian frontier due to the region above the Black Sea being known by the ancient Greeks as Pontus Euxeinos, is the supposed original place of Proto-Indo-European, the language that originated the 12 branches of the Indo-European language family which in turn originated the languages that originated Sanskrit, Greek and Latin. The precise area is that of the steppes that extend east ways from southern Ukraine and Russia to Kazakhstan. This theory is known as the Kurgan theory, in reference of the Kurgan culture that formed the original speakers of Proto-Indo-European. It surpassed the alternative Anatolian theory proposed by Sir Colin Renfrew, which links the expansion of language to the expansion of agriculture. There are two problems of the latter theory, which places the first separation between the parent Indo-Hittite language and Proto-Indo-European between 6,700 and 6,500, when the Anatolia farmers would have migrated to Greece. The first problem is that the presence of carts in Europe only appears in the archaeological record around 3,500 BCE (Before the Common Era). The second problem is that around that time when the first carts appeared, the Indo-European language should have been more diversified and rich for it would be over three thousand years old.
Anthony's book contains a massive amount of evidence obtained from archaeology, comparative linguistics, anthropology and geography, including 24 pages of notes on the sources used in each chapter and 38 pages of references. He also took the painstaking job of cross-referencing a variety of sources to compile the tables and to prepare the illustrations he used to build his case. The illustrations include all sorts of maps, diagrams of excavation sites and settlements, ceramics, tools etc. One illustration I found interesting and gruesome compares the maces (large hammers used to crack heads of cattle) of Old Europe, Suvorovo Danube and Transylvania and the Pontic-Caspian steppes.
The big picture that Anthony so well manages to deliver includes the notion that archaeology is not just bones and fragments of objects. There are the thousands of old inscriptions in ceramic fragments which archaeological linguists must decipher, catalogue and compare. Dead languages are reconstructed by contrasting preserved scripts with living 'fossils' of live languages – recognised through their irregular forms. As Anthony explains, the process of discovery of the homeland of Proto-Indo-European started by seeking the earliest phase of Indo-European, that is, the oldest of the Indo-European languages. It is a complex process that involves examining the ancient vocabularies preserved in the archaeological record or reconstructed by some indirect means.
The oldest branch of Indo-European was Anatolian, from which stems three branches: Hittite, Luwian and Palaic, all of which extinct. Of these the best known is Hittite, which was spoken by the Hittite Empire. Central Anatolia, a region that comprises Kayseri, in modern Turkey, was occupied by the Hittites as early as 1900 BCE, although the Hittite empire there was created later, between 1650 and 1600 BCE. The dating of Proto-Anatolian was estimated at 3,400 BCA, based on the date when Luwian and Hittite would have separated. The next question was when did the root of the Anatolian branch separated from the rest of Proto-Indo-European.
In the 'Old Europe' that existed before the arrival of the Indo-Europeans, there were farming communities in the Danube valley which were "technologically advanced and aesthetically sophisticated". In the Eurasian steppes just north of the Black Sea, lived a culture of Neolithic pioneer herders that arrived there at around 5,800 BCE and whose cattle could have originated from the Danube valley, through the Caucasus Mountains. The harsh environment of the Eurasian steppes "laid the foundation for the kinds of power politics and rituals that defined early Proto-Indo-European culture". Their social organisation gradually became more complex and their culture prospered. They could convert grass, make textiles, tents and clothing and how to produce yogurt and cheese. They even composed poetry and valued it as a currency. In contrast to them, on the East side of the Urals, which had been cut off from the West side by the large sea that appeared after the last Ice Age, lived a much more primitive human society whose inhabitants rejected the domestication of cattle and remained foragers for the next few thousands of years. Both societies West and East of the Urals remained separated from the civilised world for thousands of years, until the society on the West acquired the habit of horseback ridding and created a corridor connecting themselves to the other civilizations.
Anthony's account describes the construction of maps of the various regions of the ancient world showing where there were horses and carts, from bones (especially teeth) and wheel parts preserved in the archaeological record. After the peoples who lived west of the Urals developed the habit of horseback ridding, sometime before 4,200 BCE, a corridor of transcontinental communication was created putting an end to their isolation from the civilised world.
The oldest reconstructed Indo-European languages such as Imperial Hittite, Mycenaean Greek and the most ancient forms of Sanskrit (or Old Indic) allowed scholars to describe their cultures as "militaristic societies that seemed to erupt into the ancient world driving chariots pulled by swift horses". The chariots empowered the Proto-Indo-European culture to penetrate into Old Europe at about 4,200 BCE and to spread themselves to the rest of the continent. The archaeological record shows that the old warfare was firstly based on chariots and that the cavalry of mounted archers only appeared around 800 BCE. It also shows that between 1700 and 700 BCE the chariots were the favoured weapons of pharaohs and kings throughout the ancient world, which in turn suggests that the Indo-European speakers could have been the first to have chariots.
Anthony's account of the Kurgan theory that places the oldest speakers of Proto-Indo-European in the Eurasian steppes is fully documented by the archaeological record and is consistent with all other historical evidence. The association between man and his horse made all the difference not just in surviving but also for the development of the intellect. He shows how the same warriors in horse driven carriages who created havoc as they penetrated into Europe could also sing, give prayers to their gods and praise their past heroes in epic oral poems. Anthony's narrative showing how the horse and the cart gave the inhabitants of the Pontic steppes the edge to survive and thrive is a well documented work of synthesis and one of the most fascinating reads that I have discovered in recent years.
ANTHONY, D. W. The horse the wheel and language: how Bronze-age riders from the Eurasian steppes shaped the Modern World. Princeton and Oxford, Princeton University Press, 2007. ISBN 13:978-0-691-05887-0. Review by: PIRES-O'BRIEN, J. (2010).The strategic partnership of man and his horse. PortVitoria, UK, v. 1, Jul-Dec, 2011. ISSN 2044-8236, https://www.portvitoria.com/
Welcome to PortVitoria!
De onde surgiram o espanhol e o português?


All races are per-person and are not transferrable. Arrive and Drive races are sold on a first come, first served basis. If you wish to make a reservation for a group of 7 or more please contact our Group Sales department.
Online Races are only redeemable at our Seattle location and cannot be used at any other location. Races can be immediately redeemed following your online purchase.


text:
Home News Funding offered to improve housing in Pa. areas impacted by gas drilling
Funding offered to improve housing in Pa. areas impacted by gas drilling
By Kristy Foster Seachrist -
HARRISBURG, Pa., — The Pennsylvania Housing Finance Agency is issuing a Request for Proposals for projects to improve the availability and affordability of housing in the Marcellus Shale region of the state.
The funding to address housing needs comes from Marcellus Shale impact fees.
Those fees are directed to, and administered from, the Pennsylvania Housing Affordability and Rehabilitation Enhancement (PHARE) Fund.
This year's funding includes $5 million received in 2014 for wells drilled in 2013, as well as Marcellus Shale impact fee funds provided to municipalities that exceeded a certain percentage or dollar amount set by law.
Eligible applicants for the 2014 RFP include Pennsylvania counties that have adopted ordinances authorizing the imposition of an impact fee and that have unconventional gas wells.
Also eligible are municipalities that have excess (or spillover) funds deposited into the PHARE Fund, as noted above.
"Our first two years of administering this funding have confirmed the wisdom of letting local governments determine where best to make vital housing investments," said PHFA Executive Director and CEO Brian A. Hudson Sr.
"We encourage county and municipal governments to take advantage of this PHARE funding to help them address their most critical housing needs. "
Targeted housing
Proposals must ensure that at least 30 percent of any funds awarded will be used to help people or families with incomes below 50 percent of the median area income.
Also, proposals cannot serve people or families with incomes above 200 percent of the median area income.
The agency will host a public information session via webinar July 21 during which potential applicants can ask questions and get clarification on the requirements of the RFP. More information will be posted on the PHFA website.
The deadline for proposal submission is Aug. 15.
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Next articleCrawford County, Pa. Raney dairy farm to host open house
Kristy Foster Seachrist
http://www.farmanddairy.com
Kristy Foster Seachrist lives in Columbiana County raising sheep and horses. She earned her degree from Youngstown State University and has worked in both print and broadcast journalism. You can follow her on Twitter at http://twitter.com/fosterk96.


The source code (~83KB) is written almost entirely in PHP and engineered specifically with user experience and usability as its primary design goals.
Commonly called F3 by PHP developers, Fat-Free was released as free software in 2009. Its general architecture was influenced by Ruby's Sinatra. The lightweight code base is controlled and maintained by a small core team, with additional functionality and funding contributions coming from various enterprises and user groups, who also help guide its future direction.
The base feature set includes a URL router, cache engine, and support for multilingual applications. Fat-Free also has a number of plug-ins that extend its functionality as well as data mappers for SQL and NoSQL database back-ends: SQLite, MySQL, PostgreSQL, MSSQL, Sybase, DB2, MongoDB, CouchDB, and Flat File.
The core functionality is accompanied by a number of optional plug-ins, among them a template engine, a Unit testing toolkit, Database-managed sessions, Markdown-to-HTML converter, Atom/RSS feed reader, Image processor, Geodata handler, a Basket/Shopping cart application and data validation.
^ "About Fat-Free Framework". StackOverflow. Retrieved 4 April 2014.
^ "Slim Down Your PHP Development".
^ "My Impressions of Fat-Free Framework for PHP".
^ "Credits". Github. 19 March 2014. Retrieved 13 May 2014.


text:
La elección del sexto Parlamento de Baja Sajonia tuvo lugar el 4 de junio de 1967.

Resultados
El SPD fue el partido más fuerte con el 43,1 por ciento, superando a la CDU que obtuvo el 41,7 por ciento. Esto permitió que la gran coalición
existente desde 1965 siguiera gobernando. El primer ministro George Diederichs (SPD), como se esperaba, se mantuvo en el cargo, formando el Gabinete Diederichs IV.

El NPD obtuvo un 7 por ciento de los votos, siendo incluso un poco más fuerte que el FDP. En las encuestas había llegado incluso al 15 por ciento, pero disputas internas mermaron su apoyo. El SPD se mantuvo ligeramente por delante de la CDU, la cual llegó a más del 40 por ciento de los votos por primera vez en Baja Sajonia.

La coalición se derrumbó durante el período legislativo, ya que por cambios de militancia de diputados la CDU se convirtió en el mayor bloque parlamentario y tuvo así más influencia en el Consejo Federal, haciéndose pronto imposible la colaboración entre los dos partidos de gobierno. En 1970, por lo tanto, el Parlamento se disolvió, marcando la primera vez en la historia de la República Federal en que se convocaban elecciones anticipadas a un parlamento regional.

Fuentes

Referencias

Véase también
Elecciones estatales de Baja Sajonia de 1963
Elecciones estatales de Baja Sajonia de 1970

Elecciones en Baja Sajonia
Elecciones en 1967
Alemania en 1967

redpajama_set_name: RedPajamaWikipedia


The fabulous view from this balcony will keep you coming back! Watch the sunrise over the emerald Gulf while enjoying your morning coffee. This pool side unit is where you need to be! The beautifully decorated living room will make you feel relaxed as you enjoy the view from the comfortable sofa! The large kitchen has views onto the balcony and beyond! The eat in area of the kitchen. The beautiful dining area opens to the living room and has seating for 6. The large master bedroom is gorgeous! The view into the master from the balcony. The second bedroom has balcony access and great views. View from the second bedroom into the living room and onto the balcony. The second bathroom features a tub/shower combination. The pool deck features a large pool, 2 hot tubs, kiddie pool, tiki bar, saunas, and beach road walk over. Surfside's pool from the hot tub deck. Ariel view of the pool deck. Enjoy the large pool which is heated in the winter. The large hot tubs are a great way to wrap up your day! The beach road walkover is a great place to watch the sunset. A beautiful sunset never disappoints. Free beach service comes with this unit- 2 chairs and an umbrella set up daily for you!
This beautiful 2 bedroom condo located in Surfside Resort is certain to bring you back again and again! The 28 foot long balcony runs the length of the condo with access from every room! Enjoy views of the emerald waters of the Gulf of Mexico!
This gorgeous 7th floor condo is on the coveted east side of the building where you can watch the sunrise while enjoying your morning coffee from the huge balcony.
This 2 bedroom condo features a fabulous king sized bed in the master with an en-suite bath, large walk in closet, great views of the Gulf, and balcony access. The renovated master bath has a large ceramic tiled shower with glass tile accents.
The second bedroom has a queen sized bed with balcony access and great views. There is a queen sized bath next door to this bedroom.
The newly renovated guest bath has a shower/tub and is accessible from the living room for those sleeping on the queen sleeper sofa bed.
Enjoy the fabulous Amenities of Surfside!
We welcome you to share in our home-away-from-home as your home-away-from-home. We have prepared this condo for our very own use and for those who want the very best!!!
This wonderful condo is a 'non-smoking' unit. POLICY PROHIBITS RENTALS TO ANYONE UNDER THE AGE OF 25. Surfside Resort prohibits pets.
This property has 1 King(s), 1 Queen(s), 1 Pull Out Sofa(s).
Check out this beauty! Surfside 709 has almost booked for the summer! But, It is available as a last minute sale this week, 5/13-5/19, only $129 a night!
Today the ocean is a paddle boarders dream! Flat, clear, emerald water with a light breeze!
It's going to be a great week for a vacation to Destin!
The view today from our fantastic Gulf front condo, Surfside Resort 1402! Watch dolphins from your living room!
It's 76 and sunny in Destin. Today's view from 1201. The water is showing off it's amazing colors! We are booking up fast! Contact us today for your beach get-away!
We have condos available next weekend! Come on down for the Sandestin Wine Festival!
Spring has sprung in Destin!
Introducing 2 of 4 new properties we are now managing! Check out these great condos. Contact Julie Youmans for more information 404-538-7488 (details in the photos captions).
Sunrise this morning in Destin!
Currently 79 degrees and sunny! Lunch on the harbor at Boshamps in Destin. There is so much to do in Destin! Contact us for great deals for March and April!
Three different shots of today's sunset... every minute it's new!


I often talk with my patients about how "communication is a two-way street" and how important it is to keep their friends and family in the loop in terms of what they can do to help make communication successful. When a person has hearing loss, it can be frustrating, exhausting, or downright embarrassing at times. If you know someone with hearing loss, you may not realize just how often they either a)pretend like they heard something but they actually have no clue, b)avoid certain situations because they know they won't be able to hear or follow the conversation, and/or c)get frustrated about their inability to hear what's being said.
It is important to encourage a person with hearing loss to get their hearing evaluated, and — if needed — get hearing aids to help reduce the negative impacts of the hearing impairment. However, as we all know, you can't force a person to address their hearing loss…so there are many individuals out there who have never seen an audiologist and have certainly never worn hearing aids. In addition, there are many times when a person does have hearing aids, and they are doing everything they can to try to hear their best…but they still have difficulty hearing in certain situations.
Whether the hearing impaired individual wears hearing aids or not, there are strategies that we — their friends and family — can use to help make communication more successful. Here are eight tips that can contribute to that success, and reduce frustration for everyone!
1. Provide Context Before and When Speaking: Context makes it easier to fill in the blank spaces of the words (much like on the Wheel of Fortune game board). If all you hear is "__oot," knowing if the conversation is about owls (hoot) or a robbery (loot) or musical instruments (flute) is a big help!
3. Make Sure They Can See Your Lips: Lip-reading is helpful in filling in the blanks of what is not heard. I always tell people I can't hear you if I can't see you. Don't cover your mouth with your hands and make sure that you are well-lit.


Napa Valley is one of the premier viticultural areas in the world, home to more than 450 wineries, visited by more than 4.5 million each year. Napa Valley's combination of Mediterranean climate, geography, and geology are conducive to growing quality wine grapes. Although Napa Valley's first commercial vineyard was established in 1858, it was only in the 1960s that Napa Valley became a top wine region, with the founding of the Robert Mondavi operation. At the Paris Wine Tasting of 1976, two Napa Valley wines bested several famous French labels in blind tasting, cementing Napa Valley's reputation as a producer of world class wines.
There are 21 color pictures on this page out of 67 color pictures of Napa Valley.


text:
»2013 Chapter 961
961.14(7)(L)23. 23. beta-Keto-N-methylbenzodioxolylpentanamine, commonly known as pentylone or bk-MBDP.
961.14(7)(L)24. 24. beta-Keto-ethylbenzodioxolylbutanamine, commonly known as eutylone or bk-EBDB.
961.14(7)(L)25. 25. 4-bromomethcathinone, commonly known as 4-BMC.
961.14(7)(L)26. 26. Alpha-methylamino-butyrophenone, commonly known as buphedrone or MABP.
961.14(7)(L)27. 27. 3,4-methylenedioxy-alpha-pyrrolidinobutiophenone, commonly known as MDPBP.
961.14(7)(L)28. 28. 4-methyl-alpha-pyrrolidinohexiophenone, commonly known as MPHP.
961.14(7)(L)29. 29. N,N-dimethyl-3,4-methylenedioxycathinone.
961.14(7)(L)30. 30. N,N-diethyl-3,4-methylenedioxycathinone.
961.14(7)(L)31. 31. Alpha-methylamino-valerophenone, commonly known as pentedrone.
961.14(7)(mk) (mk) Mitragynine.
961.14(7)(mL) (mL) 7-hydroxymitragynine.
961.14(7)(mm) (mm) 5,6-methylenedioxy-2-aminoindane, commonly known as MDAI.
961.14(7)(mn) (mn) Benzothiophenylcyclohexylpiperidine, commonly known as BTCP.
961.14(7)(p) (p) 4-methylthioamphetamine, commonly known as "4-MTA."
961.14(7)(q) (q) N- benzylpiperazine, commonly known as "BZP."
961.14 History History: 1971 c. 219; 1981 c. 206; CSB 2.16, 2.15, 2.17, 2.18, 2.19, 2.20; 1989 a. 121; CSB 2.21; 1993 a. 98, 118; CSB 2.22; 1995 a. 225; 1995 a. 448 ss. 157 to 165; Stats. 1995 s. 961.14; 1997 a. 220; 1999 a. 21; 2001 a. 16; 2005 a. 52; CSB 2.31, 2.32, 2.33, 2.34; 2011 a. 31; 2013 a. 267, 351.
961.14 Note NOTE: See 1979-80 Statutes and 1993-94 Statutes for notes on actions by controlled substances board under s. 161.11 (1), 1993 Stats.
961.14 Annotation A chemical test need not be specifically for marijuana in order to be probative beyond a reasonable doubt. State v. Wind, 60 Wis. 2d 267, 208 N.W.2d 357 (1973).
961.14 AnnotationTHC is properly classified as Schedule I substance. State v. Olson, 127 Wis. 2d 412, 380 N.W.2d 375 (Ct. App. 1985).
961.14 Annotation Stems and branches supporting marijuana leaves or buds are not "mature stalks" under s. 961.01 (14). State v. Martinez, 210 Wis. 2d 396, 563 N.W.2d 922 (Ct. App. 1997), 96-1899.
961.15 961.15 Schedule II tests.
961.15(1m)(1m) The controlled substances board shall add a substance to schedule II upon finding that:
961.15(1m)(a) (a) The substance has high potential for abuse;
961.15(1m)(b) (b) The substance has currently accepted medical use in treatment in the United States, or currently accepted medical use with severe restrictions; and
961.15(1m)(c) (c) The abuse of the substance may lead to severe psychological or physical dependence.
961.15(2m) (2m) The controlled substances board may add a substance to schedule II without making the findings required under sub. (1m) if the substance is controlled under schedule II of 21 USC 812 (c) by a federal agency as the result of an international treaty, convention or protocol.
961.15 History History: 1971 c. 219; 1995 a. 448 ss. 166, 167, 472; Stats. 1995 s. 961.15.
961.16 961.16 Schedule II. Unless specifically excepted by state or federal law or regulation or more specifically included in another schedule, the following controlled substances are listed in schedule II:
961.16(2) (2) Substances of plant origin. Any material, compound, mixture or preparation which contains any quantity of any of the following substances in any form, including a substance contained in a plant, obtained from a plant, chemically synthesized or obtained by a combination of extraction from a plant and chemical synthesis:
961.16(2)(a) (a) Opium and substances derived from opium, and any salt, compound, derivative or preparation of opium or substances derived from opium. Apomorphine, dextrorphan, nalbuphine, butorphanol, nalmefene, naloxone and naltrexone and their respective salts and the isoquinoline alkaloids of opium and their respective salts are excluded from this paragraph. The following substances, and any of their salts, isomers and salts of isomers that are theoretically possible within the specific chemical designation, are included in this paragraph:
961.16(2)(a)1. 1. Opium, including raw opium, opium extracts, opium fluid extracts, powdered opium, granulated opium and tincture of opium.
961.16(2)(a)2. 2. Opium poppy and poppy straw.
961.16(2)(a)3. 3. Concentrate of poppy straw, which is the crude extract of poppy straw in either liquid, solid or powder form containing the phenanthrene alkaloids of the opium poppy.
961.16(2)(a)4. 4. Codeine.
961.16(2)(a)4m. 4m. Dihydrocodeine.
961.16(2)(a)4r. 4r. Dihydroetorphine.
961.16(2)(a)5. 5. Ethylmorphine.
961.16(2)(a)6. 6. Etorphine hydrochloride.
961.16(2)(a)7. 7. Hydrocodone, also known as dihydrocodeinone.
961.16(2)(a)8. 8. Hydromorphone, also known as dihydromorphinone.
961.16(2)(a)9. 9. Metopon.
961.16(2)(a)10. 10. Morphine.
961.16(2)(a)11. 11. Oxycodone.
961.16(2)(a)12. 12. Oxymorphone.
961.16(2)(a)13. 13. Thebaine.
961.16(2)(b) (b) Coca leaves and any salt, compound, derivative or preparation of coca leaves. Decocainized coca leaves or extractions which do not contain cocaine or ecgonine are excluded from this paragraph. The following substances and any of their salts, esters, isomers and salts of esters and isomers that are theoretically possible within the specific chemical designation, are included in this paragraph:
961.16(2)(b)1. 1. Cocaine.
961.16(2)(b)2. 2. Ecgonine.
961.16(3) (3) Synthetic opiates. Any material, compound, mixture or preparation which contains any quantity of any of the following synthetic opiates, including any of their isomers, esters, ethers, esters and ethers of isomers, salts and salts of isomers, esters, ethers and esters and ethers of isomers that are theoretically possible within the specific chemical designation:
961.16(3)(a) (a) Alfentanil;
961.16(3)(am) (am) Alphaprodine;
961.16(3)(b) (b) Anileridine;
961.16(3)(c) (c) Bezitramide;
961.16(3)(cm) (cm) Carfentanil;
961.16(3)(e) (e) Diphenoxylate;
961.16(3)(f) (f) Fentanyl;
961.16(3)(g) (g) Isomethadone;
961.16(3)(gm) (gm) Levo-alphacetylmethadol (LAAM);
961.16(3)(h) (h) Levomethorphan;
961.16(3)(j) (j) Levorphanol;
961.16(3)(k) (k) Meperidine, also known as pethidine;
961.16(3)(m) (m) Meperidine — Intermediate — A, 4-cyano-1-methyl-4- phenylpiperidine;
961.16(3)(n) (n) Meperidine — Intermediate — B, ethyl-4-phenylpiperidine- 4-carboxylate;
961.16(3)(p) (p) Meperidine — Intermediate — C, 1-methyl-4-phenylpiperidine-4-carboxylic acid;
961.16(3)(q) (q) Metazocine;
961.16(3)(r) (r) Methadone;
961.16(3)(s) (s) Methadone — Intermediate, 4-cyano-2-dimethylamino-4, 4-diphenylbutane;
961.16(3)(t) (t) Moramide — Intermediate, 2-methyl-3-morpholino-1, 1-diphenylpropanecarboxylic acid;
961.16(3)(tb) (tb) Oripavine ;
961.16(3)(u) (u) Phenazocine;
961.16(3)(v) (v) Piminodine;
961.16(3)(w) (w) Racemethorphan;
961.16(3)(x) (x) Racemorphan;
961.16(3)(xm) (xm) Remifentanil;
961.16(3)(y) (y) Sufentanil;
961.16(3)(zt) (zt) Tapentadol.
961.16(5) (5) Stimulants. Any material, compound, mixture, or preparation which contains any quantity of any of the following substances having a stimulant effect on the central nervous system, including any of their salts, isomers and salts of isomers that are theoretically possible within the specific chemical designation:
961.16(5)(a) (a) Amphetamine.
961.16(5)(b) (b) Methamphetamine.
961.16(5)(c) (c) Phenmetrazine.
961.16(5)(d) (d) Methylphenidate.
961.16(5)(e) (e) Lisdexamfetamine.
961.16(7) (7) Depressants. Any material, compound, mixture, or preparation which contains any quantity of any of the following substances having a depressant effect on the central nervous system, including any of their salts, isomers and salts of isomers that are theoretically possible within the specific chemical designation:
961.16(7)(a) (a) Amobarbital;
961.16(7)(am) (am) Glutethimide;
961.16(7)(b) (b) Pentobarbital;
961.16(7)(c) (c) Secobarbital.
961.16(8) (8) Immediate precursors. Any material, compound, mixture or preparation which contains any quantity of the following substances:
961.16(8)(a) (a) An immediate precursor to amphetamine or methamphetamine:
/2013/statutes/statutes/961 true statutes /2013/statutes/statutes/961/II/16/2/a statutes/2013/961.16(2)(a) statutes/2013/961.16(2)(a) section true
This is an archival version of the Wis. Stats. database for 2013. See Are the Statutes on this Website Official?


Designed by the architect Dominique Perrault and built by Bouygues Bâtiment Ile-de-France and Bouygues Energies & Services, the Longchamp racecourse, now called ParisLongchamp Racecourse, once again opened its doors, a full 160 years after its inauguration.
Following significant work demolishing the old structures on the famous site, the works teams built a new, larger grandstand with a streamlined design. It also places spectators much closer to the finish line. In terms of innovation, a mobile BIM tool was used during the construction phase that enabled builders to access information and schematics directly at the site.
The racecourse, which can hold 10,000 people and stretches over 160 metres, is environmentally friendly, welcoming, and innovative.


Please note that the above slideshow is automatically created by searching Flickr and does not contain manually curated images. Hence, it is likely that some images may not be of Felis silvestris.
This page was last modified on 11 February 2011, at 14:44.


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biggest bauxite maker
The World's Ten Largest Refined Tin Producers
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Top 10 Largest Aluminium Smelters In The World Two from the UAE and one from Bahrain feature on the list of the world's largest smelters by capacity , Guinea And UAE Sign Bauxite Supply Deal ....
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high crush of a raw bauxite concasseur pierre , stone, manganese ore, bauxite High Crush , Made by using high grade raw Get a quote , euipment used in bauxite; high crush of a raw bauxite; bauxite separator; biggest bauxite maker; picture of bauxite , Read more raw bauxite ,...
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World's biggest nickel ore maker bans exports from January 2020 Indonesia is banning all nickel ore exports two years ahead of schedule, sending prices surging across the world...
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Nov 20, 2019· The world's 10 biggest copper producers accounted for over 10 million metric tonnes (mmt) of the precious metal in 2018 The top four companies accounted for more than 60% of that total The top 10 copper firms produced over $57 billion worth of the metal in 2018...
The Biggest Industries In Jamaica - WorldAtlas
May 16, 2018· Annual exports from the country amounted to $151 billion in 2012, where bauxite, alumina, sugar, chemicals, and coffee were the primary export commoditi The biggest markets for Jamaica's exports are the United States, Russia, and Canada which consumed 387%, 81% and 78% of the country's annual exports respectively...
Where is bauxite ore mined? | Yahoo Answers
Jul 17, 2008· Hi:-: Bauxite ore mined The Western Australian mining industry is the largest and most diversified resource industry in Australia The state encompasses about one-third of the Australian continent and includes rich mineral resources including iron ore, nickel, diamonds, bauxite, uranium, gold, coal and mineral sands...
bauxite stone crusher in uk - bergrestaurant-kreuzbodench
Bauxite ore crusher price crushers india is a global producer of chromite, coal, iron ore and bauxiteBauxite mining plant and bauxite crusher machine for sale price, supplier in indiaChina stone crusher crusher manufacturers germany crusher manufacturerline crushing and milling plant manufacturers in germany dec 1, 2011 stone crusher...
Is Alcoa Giving Up on Aluminum? | The Motley Fool
Bauxite is then processed to make alumina Up to 90% or so of Alcoa's bauxite is used internally at the company Excluding China, it is the largest producer of alumina in the world...
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Norilsk Nickel is the world's largest producer of nickel and palladium while competing with the top producers of platinum and copper Norilsk Nickel's key Russian production facilities include the Polar Division and the Kola Mining and Metallurgical Company...
Bauxite behemoths: the world's biggest bauxite producers
Bauxite was named after the village Les Baux in southern France, where it was first recognised as containing aluminium and named by the French geologist Pierre Berthier in 1821 List of producing countri This is a list of countries by bauxite production in 2017...
The World's Leading Bauxite Producing Countries ,
Jun 06, 2019· Australia is the world's leading producer of bauxite, an aluminium ore that is used as the primary source of the metal A Bauxite mining facility in Queensland, Australia Bauxite is a soft limonite iron ore rock with portions of its iron composition replaced by aluminum Bauxite forms when silica ....
Bauxite, Bauxite Suppliers and Manufacturers at Alibaba
And whether bauxite is free samples, or paid sampl There are 18,872 bauxite suppliers, mainly located in Asia The top supplying countries or regions are China, India, and South Africa, which supply 97%, 1%, and 1% of bauxite respectively Bauxite products are most popular in Southeast Asia, Domestic Market, and Mid East...
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Jul 29, 2019· North America regional market has been one of the biggest market shares and is most likely to remain dominant for bauxite mining on account of a raised requirement for aluminium in the region, trailed by Europe and the Asia Pacific over the years to come Europe is considered to foresee marginal expansion...
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Another TOP-10 company – Australian-British name Rio Tinto, is one of the world's largest diversified metals and mining compani In 2007 it purchased for a record USD 38 billion Canadian aluminium company Alcan (Aluminum Company of Canada Limited), thereby becoming one of the global leaders in aluminium production...
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Bauxite Ore Sand Maker Supplier Our company has been devoted to mining machinery for 40 years With its ingenuity, quality, intimate service and good reputation, it has aroused the backbone of Chinese manufacture and won the praise of the global users We also choose us as a successful enterprise and a bright future for you!Please fill in your ....
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In 2014 global aluminium production have reached 54 mln tonn The ex-China aluminium market was in shortfall of 12 million tonn According to CRU and International Aluminium Institute in the first half of 2015 aluminium production in the world outside ex-China grew by 2% YoY to 13 million tonn...
Alumina Production – Australia Industry Research Reports ,
Australia is the world's largest producer of bauxite and alumina, and the world's largest exporter of alumina Alumina is made by applying the Bayer process to bauxite Alumina can then be further refined into aluminium The Alumina Production industry is highly concentrated, and has only three major players: Alcoa, Rio Tinto and South32...
On Planet Earth, everything is connected - Stabroek News
Jul 22, 2019· Completely surrounded by the Caribbean Sea, a small island 4,240 square miles in size, Jamaica was the world's largest producer of bauxite when Apollo 11 landed on the moon...
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Sep 09, 2019· The maker of bauxite, , Tiffany shares surged higher Monday after France's LVMH Group agreed to buy the US jeweler for $162 billion in the biggest-ever luxury goods takeover deal...
Bauxite reserves worldwide top countries 2018 | Statista
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Vedanta says considering layoffs at Odisha plant - Reuters
Dec 19, 2012· Vedanta Aluminium Ltd (VAL), India's largest aluminium maker, is considering layoffs within two months at its alumina refinery in Odisha as hopes ,...
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Asked in Companies, Real Estate, Game Maker Which are the top 10 joint venture companies in , Suriname's main industry is bauxite mining Suriname is one of the top 10 producers of bauxite in ....
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The aluminum industry in the United States in 2014 produced 172 million metric tons of primary aluminum, worth 397 billion dollars, at nine aluminum smelters In addition, the US produced 170 million tons of secondary aluminum from old (post-consumer) scrap, and 193 million tons of aluminum from new (manufacturing) scrap...
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Find bauxite at best price offered by bauxite manufacturers, bauxite suppliers, dealers, traders and exporters Get information of companies selling wide range of bauxite ,...
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text:
Investigation into tragic plane crash could take a year
Tragic plane crash deaths to be fully investigated
By Francis Batt @BattFrancis Reporter
THE TRAGIC death of an aerobatics pilot and her student after their plane crashed is being investigated by the Air Accidents Investigation Branch an inquest was told.
Champion pilot Emily Collett and student Thomas Castle had taken off in a blue and yellow biplane from White Waltham airfield near Maidenhead on August 24.
An inquest was opened at Oxford Coroner's Court last Thursday.
It was while flying over Oxfordshire that the aircraft came crashing down. Passers-by reported seeing the plane 'nosedive out of the sky', near the B480 between Stonor and Middle Assendon, southern Oxfordshire.
The 35-year-old married instructor from Uxbridge was in the front seat of the plane and the 30 year old student from Market Harborough who was an aircraft engineer, was in the back when it happened.
Oxfordshire coroner Darren Salter said the crash happened shortly after 2pm and both casualties were pronounced dead at the scene.
Mrs Collett was highly respected and even starred in a BBC TV show in which she taught TV's Carol Vorderman to fly a loop-the-loop.
The inquest heard the AAIB investigation could take up to 12 months and a pre inquest review was scheduled for February 19.
Protesters win out as Lynwood Avenue development plans are blocked
The PM comes to Windsor - but will he succumb to temptation?


Real Sociedad president Jokin Aperribay has confirmed that the Spanish side are not in talks with Arsenal over a deal for Nacho Monreal.
One of the shining lights in a poor 2017/18 campaign for the Gunners, reports emerging from Spain over the past month have linked the left-back with a return to his homeland.
The Spanish international's current deal in north London runs out at the end of next season and a summer exit for the player would give Unai Emery a bit more money to play with before the transfer deadline.
With money to spend following Alvaro Odriozola's €30million move to Real Madrid, Sociedad have targeted a move for Leganes' Diego Rico, although Bournemouth have offered more money for the left-back at present.
Given a move to the Premier League would be appealing for Rico, Spanish publication Sport (via Sport Witness) stated last week that Monreal is now Sociedad's 'Plan B target' if they fail to sign the Leganes player.
However, amid the club's interest in a deal to bring Monreal back to Spain, Aperribay has claimed that the clubs aren't in discussion at present over a possible deal.
"We do not have open conversations with any club," he said, as reported in Mundo Deportivo. "We can not be optimistic with him or with any player."
He added: "It is possible that no more will come, or that one or two may come. We'll see.
"We are going to see how is the evolution of the market and the coming weeks."


Such authors as Tom Lanoye and Stefan Hertmans made their mark in more than one genre. Lanoye was a performing poet and a passionate, often iconoclastic critic as well as a fiction writer. Hertmans's critical essays are cosmopolitan and erudite, his poetry hermetic, and his fiction hallucinatory.