KMZ last updated Thu, 14 Nov 2024 11:49:58 GMT

Forecast Track, Cone of Uncertainty, Watches/Warnings. Shapefile last updated Thu, 14 Nov 2024 11:49:22 GMT

Issued at 400 AM EST Thu Nov 14 2024

000
WTNT44 KNHC 140848
TCDAT4
 
Tropical Depression Nineteen Discussion Number   3
NWS National Hurricane Center Miami FL       AL192024
400 AM EST Thu Nov 14 2024
 
The satellite presentation of the system has gradually been 
improving.  The latest subjective intensity estimates from TAFB and 
SAB are both T-2.0/30 kt.  Based on the subjective Dvorak estimates 
and the improvement in the convective structure noted on satellite 
imagery, the system is upgraded to a tropical depression.  This is 
supported by data from the Indian Oceansat scatterometer, which 
shows a well-defined circulation.  The intensity is set to 30 kt 
based on the Dvorak estimates.
 
Tropical Depression Nineteen has been moving faster, just south of 
due west, or 265/14 kt, although it should begin slowing down later 
today.  A mid-level ridge centered to the north of the depression 
over the Straits of Florida should keep it on a westward track until 
Friday, taking the system near the north coast of eastern Honduras, 
and possibly inland.  After that, the ridge is expected to break 
down, and the models agree that the cyclone will meander in weak 
steering currents late Friday through the weekend.  This expected 
slow motion will cause the system to produce heavy rains over the 
same region, likely causing life-threatening flooding over portions 
of Central America.  By early next week, ridging should become 
re-established over Florida and the eastern Gulf of Mexico, which 
should cause the system to move northwestward across Belize and the 
Yucatan Peninsula.  Very little change was made to the first 3 days 
of the track forecast.  Beyond day 3, there has been a notable 
westward shift in the track guidance.  The NHC forecast is a bit 
west of the previous forecast beyond day 3, but not as far west as 
the bulk of the latest model guidance.
 
Environmental conditions are conducive for intensification during 
the next day or two while the system remains over water, with low 
vertical wind shear and relatively high mid-level humidities. 
However, there is a significant amount of uncertainty in how much 
land interaction with Honduras occurs.  The majority of the models 
are showing the center move just barely inland over Honduras, or 
parking it right on the coastline, between hour 48 and 72. However, 
if the system stays offshore, as shown by the latest HWRF model 
solution, it could take advantage of the conducive atmospheric and 
oceanic conditions and continue to strengthen.  The latest NHC 
intensity forecast is similar to the previous one through 36 h, but 
then is about 5 kt lower than the previous forecast since this 
forecast shows a bit more land interaction beyond 36 h.  The latest 
NHC intensity forecast is above the high end of the guidance 
envelope beyond 36 h.
 
KEY MESSAGES:
 
1. Through early next week, heavy rainfall will cause significant,
life-threatening flash flooding and mudslides across portions of
Central America, particularly Honduras, Belize, El Salvador, eastern
Guatemala, and western Nicaragua.
 
2. The disturbance is forecast to be near hurricane strength when
it moves near the eastern coast of Honduras on Friday and Saturday.
Hurricane watches and tropical storm warnings are in effect for
portions of that area.
 
3. The system is forecast to approach Belize and the Yucatan
Peninsula of Mexico at or near hurricane strength by early next week
where there is a risk of dangerous storm surge and damaging winds.
Residents in these areas should monitor the latest forecast updates
and ensure that they have their hurricane plan in place.
 
4. It is too soon to determine what impacts the system could bring
to portions of the eastern Gulf of Mexico, including Florida, the
Florida Keys, and Cuba during the middle portion of next week.
Residents in these areas should regularly monitor updates to the
forecast.
 
 
FORECAST POSITIONS AND MAX WINDS
 
INIT  14/0900Z 15.9N  81.7W   30 KT  35 MPH
 12H  14/1800Z 15.9N  83.1W   35 KT  40 MPH
 24H  15/0600Z 16.0N  84.4W   40 KT  45 MPH
 36H  15/1800Z 16.1N  85.1W   50 KT  60 MPH
 48H  16/0600Z 15.9N  85.3W   55 KT  65 MPH...NEAR THE COAST
 60H  16/1800Z 15.9N  85.3W   55 KT  65 MPH...NEAR THE COAST
 72H  17/0600Z 15.9N  85.8W   50 KT  60 MPH...INLAND
 96H  18/0600Z 17.1N  87.8W   55 KT  65 MPH...OVER WATER
120H  19/0600Z 20.4N  89.7W   45 KT  50 MPH...INLAND
 
$$
Forecaster Hagen
 

Issued at 0900 UTC THU NOV 14 2024

000
WTNT24 KNHC 140846
TCMAT4
 
TROPICAL DEPRESSION NINETEEN FORECAST/ADVISORY NUMBER   3
NWS NATIONAL HURRICANE CENTER MIAMI FL       AL192024
0900 UTC THU NOV 14 2024
 
TROPICAL DEPRESSION CENTER LOCATED NEAR 15.9N  81.7W AT 14/0900Z
POSITION ACCURATE WITHIN  40 NM
 
PRESENT MOVEMENT TOWARD THE WEST OR 265 DEGREES AT  14 KT
 
ESTIMATED MINIMUM CENTRAL PRESSURE 1004 MB
MAX SUSTAINED WINDS  30 KT WITH GUSTS TO  40 KT.
WINDS AND SEAS VARY GREATLY IN EACH QUADRANT.  RADII IN NAUTICAL
MILES ARE THE LARGEST RADII EXPECTED ANYWHERE IN THAT QUADRANT.
 
REPEAT...CENTER LOCATED NEAR 15.9N  81.7W AT 14/0900Z
AT 14/0600Z CENTER WAS LOCATED NEAR 15.9N  81.2W
 
FORECAST VALID 14/1800Z 15.9N  83.1W
MAX WIND  35 KT...GUSTS  45 KT.
34 KT... 40NE   0SE   0SW  40NW.
 
FORECAST VALID 15/0600Z 16.0N  84.4W
MAX WIND  40 KT...GUSTS  50 KT.
34 KT... 70NE  40SE  40SW  70NW.
 
FORECAST VALID 15/1800Z 16.1N  85.1W
MAX WIND  50 KT...GUSTS  60 KT.
50 KT... 20NE  10SE  10SW  20NW.
34 KT... 80NE  40SE  50SW  90NW.
 
FORECAST VALID 16/0600Z 15.9N  85.3W...NEAR THE COAST
MAX WIND  55 KT...GUSTS  65 KT.
50 KT... 30NE  10SE  10SW  30NW.
34 KT... 90NE  40SE  40SW  90NW.
 
FORECAST VALID 16/1800Z 15.9N  85.3W...NEAR THE COAST
MAX WIND  55 KT...GUSTS  65 KT.
50 KT... 40NE  10SE  10SW  30NW.
34 KT... 90NE  40SE  40SW  90NW.
 
FORECAST VALID 17/0600Z 15.9N  85.8W...INLAND
MAX WIND  50 KT...GUSTS  60 KT.
50 KT... 30NE  10SE  10SW  30NW.
34 KT... 80NE  40SE  40SW  80NW.
 
EXTENDED OUTLOOK. NOTE...ERRORS FOR TRACK HAVE AVERAGED NEAR 125 NM
ON DAY 4 AND 175 NM ON DAY 5...AND FOR INTENSITY NEAR 15 KT EACH DAY
 
OUTLOOK VALID 18/0600Z 17.1N  87.8W...OVER WATER
MAX WIND  55 KT...GUSTS  65 KT.
50 KT... 30NE  10SE  10SW  30NW.
34 KT... 80NE  40SE  40SW  70NW.
 
OUTLOOK VALID 19/0600Z 20.4N  89.7W...INLAND
MAX WIND  45 KT...GUSTS  55 KT.
34 KT...110NE  70SE  60SW  80NW.
 
REQUEST FOR 3 HOURLY SHIP REPORTS WITHIN 300 MILES OF 15.9N  81.7W
 
INTERMEDIATE PUBLIC ADVISORY...WTNT34 KNHC/MIATCPAT4...AT 14/1200Z
 
NEXT ADVISORY AT 14/1500Z
 
$$
FORECASTER HAGEN
 
 

Why it's important?

The ranges of estimates are important in terms of market reaction because when the actual data deviates from the expectations, it creates a surprise effect. Another important input in market's reaction is the distribution of forecasts.

In fact, although we can have a range of estimates, most forecasts might be clustered on the upper bound of the range, so even if the data comes out inside the range of estimates but on the lower bound of the range, it can still create a surprise effect.

Distribution of forecasts for PPI

PPI Y/Y

• 2.4% (11%)
• 2.3% (68%) - consensus
• 2.2% (16%)
• 2.0% (5%)

PPI M/M

• 0.4% (2%)
• 0.3% (13%)
• 0.2% (74%) - consensus
• 0.1% (7%)
• 0.0% (2%)
• -0.1% (2%)

Core PPI Y/Y

• 3.1% (12%)
• 3.0% (47%) - consensus
• 2.9% (35%)
• 2.7% (6%)

Core PPI M/M

• 0.3% (57%) - consensus
• 0.2% (40%)
• 0.1% (3%)

Analysis

We can ignore the headline PPI as the market will focus on the Core figures. We can notice that the expectations are skewed to the downside, so a higher than expected reading would be taken as more hawkish and likely give the US Dollar another boost. Conversely, a soft print could trigger a pullback.

The US Dollar remains in an uptrend as the market continues to price out the rate cuts expected in 2025. Right now we have another 25 bps cut priced for December and just two 25 bps cuts priced in 2025 which is already much lower than the Fed's projection of four.

Therefore, there's still a couple of rate cuts to price out in 2025 if the data continues to run hot, but at that point we would need a real acceleration in inflation to have the market pricing in a rate hike. For now, the bar for rate hikes is really high as the maximum the Fed is willing to do is to pause the easing cycle.

Bonk coin continued its upsurge this week and reached $0.000034. It is the highest level in the past five months The victory of Donald Trump in the US Assembly election created a positive trend in the crypto market. All the cryptos including the meme coins benefited from this upsurge caused due to this positive trend. [...]

Thursday, November 14 is expected to see sunny breaks with 1 or 2 showers likely, with the high to be near 20°C/68°F and the low to be near 17°C/62°F, according to the Bermuda Weather Service. Winds are expected to be NNW. The relative humidity is expected to be near 66%. Sunrise will be at 6.48am […]

In This Article: TAIPEI (Reuters) - Apple supplier Foxconn reported on Thursday a 14% rise in third-quarter net profit, driven by strong AI server demand. The Taiwanese company, the world's largest contract electronics maker, reported net profit for the July-September quarter rose to T$49.3…

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Tamil Nadu Rain Alert: देश की राजधानी दिल्ली जहां स्मोग से परेशान है तो वहीं दक्षिण भारत में बारिश ने कहर बरसाया हुआ है, जिसकी वजह से यहां के तापमान में तेजी से गिरावट आई है। भारतीय मौसम विभाग ने अपने

Design Hotels, the community-driven portfolio of nearly 300 independent hotels, today announced its second annual Further Forecast trend report, which explores travelers’ growing desire to build deeper connections, and how this is shaping their expectations of experiences—and in turn, the future of travel.

Google announced the expansion of its artificial intelligence (AI) flood forecasting system on Monday. With this expansion, the Mountain View-based tech giant will now cover 100 countries and offer...

Today the University of Chicago held its Business Forecast 2005 at the Mansion on Turtle Creek in Dallas. Excellent talks. Prognosticators were:

Robert Z. Aliber Professor of International Economics and Finance Emeritus, Chicago GSB. Director, Center for Studies in International Finance. Formerly Senior Economic Advisor, Agency for Economic Development, U.S. Department of State.

and

Harvey Rosenblum Senior Vice President and Director of Research of the Federal Reserve Bank of Dallas. Economic Policy Advisor to the president of the Federal Reserve Bank of Dallas. Associate Economist for the Federal Open Market Committee.

My key notes from Harvey Rosenblum's talk (my key takeaways: be thankful, be wary):

• Shocks that happened since the late 90s - surprised they haven't sent us into a deep depression
• Y2K overspending and then drop in spending
• Loss of wealth due to stock market crash
• 2001 World Trade Center
• 2001 Corporate scandals (Enron, MCI, etc.) drove up cost of capital
• Sarbanes-Oxley caused unintended consequences where all public companies now have to bear significant costs of implementing S-O compliance, etc. where only 2% of public companies may have problems
• Iraq war
• It is surprising we (United States) are not in a depression
• Credits attributed to good monetary policy and fiscal policy
• Additionally deregulation has provided the US markets with flexibility to weather these shocks
• Growth 3-4%, inflation low, unemployment dropping
• President Bush, while Time's Man of the Year, didn't get enough credit for just in time fiscal policy
• Long bond rate "conundrum" exists, but the economy appears to be in a zone of price stability
• Interest yield curves are flat, but history shows that if these tip then 1 year after that there will be a recession
• Need to watch yield curve. Some concern if Fed follows historical raise rate policies there will be problems.

My key notes from Robert Aliber's talk (my key takeaways: international policy is biggest issue, trade deficit bigger concern than budget deficit, international shocks translate into the United States importing issues as the trade deficit):

• $600 billion hole is trade deficit
• 25 year slide of US dollar against Yen & Swiss (which basically means Europe)
• Thus, we have sharp slide of dollar yet the trade deficit is increasing?? (rarely happens)
• Perspective on why this is happening. When financial crisis occurs in other countries, it shows up as an import to our trade deficit (i.e., our deficit grows)
• China's investment boom slowing because of evergreen finance (essentially loans being made, accruing interest, but funny money since no one is paying interest)
• Going to be a problem in the future.
• Turning back to international trade as a whole (not specific to China), the asset price bubble may burst if US puts in import controls.
• Housing market may have some issues. Did we see the Las Vegas numbers?

One question I had in my mind after this talk was that I understood venture capitalists in the States to be eager to do deals in China. That said, given what I heard today, I would be wary of the propsect of things going south for investments in China in a timeframe that would be shorter than the investment horizon of a VC.

Steve Shu
Managing Director
S4 Management Group
Email: sshu@s4management.com
Web: http://www.s4management.com

(EMAILWIRE.COM, October 28, 2024 ) The Application Modernization Services Market is estimated at USD 19.82 billion in 2024 to USD 39.62 billion by 2029 at a Compound Annual Growth Rate (CAGR) of 14.8%, according to new research report by MarketsandMarkets™ Browse in-depth TOC on “Application...

(EMAILWIRE.COM, October 30, 2024 ) The report "Biocides Market by Type (Non-oxidizing Biocides, Oxidizing Biocides), Application (Water Treatment, Industrial & Institutional Cleaning and Home Care, Paints & Coatings, Wood Preservatives), and Region - Global Forecast to 2029 " The global Biocides...

(EMAILWIRE.COM, October 30, 2024 ) The Integrated Visual Augmentation System market is valued at USD 1.0 billion in 2024 and is projected to reach USD 1.7 billion by 2029, at a CAGR of 11.1% from 2024 to 2029. Integrated Visual Augmentation Systems (IVAS) are advanced solutions enhancing military...

(EMAILWIRE.COM, October 30, 2024 ) The global ammunition market size is projected to grow from USD 28.0 billion in 2023 to USD 33.1 billion in 2028, at a CAGR of 3.4% from 2023 to 2028. The factors such as the increase in the geopolitical tensions, Growth in military expenditure and arms transfer,...

(EMAILWIRE.COM, October 31, 2024 ) The global Big Data and Data Engineering Services market is experiencing significant growth, driven by the increasing volume of unstructured data and the need for advanced analytics. Key factors driving this growth include the rise of IoT devices, social media,...

(EMAILWIRE.COM, October 31, 2024 ) The UAV-Drone-Navigation System Market is expected to grow from USD 960 million in 2024 to USD 1,520 million by 2029, representing a CAGR of 11.2%. The increase in demand for UAVs across sectors, including commercial applications, military operations, and public...

(EMAILWIRE.COM, November 06, 2024 ) The global AI in finance market is on a rapid growth trajectory, projected to surge from USD 38.36 billion in 2024 to an impressive USD 190.33 billion by 2030, with a compound annual growth rate (CAGR) of 30.6%. According to a MarketsandMarkets report, this growth...

As per the research report titled Global Podcasting Market Size study, by Genre, by Format (Interviews, Panels, Solo, Conversational) and Regional Forecasts 2020-2027 available with Market Study Report LLC, global podcasting market is expected to witness unprecedented growth during 2020-2027.

According to the business intelligence report, emphasis among podcast production studios on the distribution and production of their content on audio platforms such as Spotify, coupled with emergence of high bandwidth, and personal digital assistants are augmenting the growth of global podcasting market size.

Increasing penetration of internet as well as smartphones, inclination towards audio and music content, growing acceptance of audio broadcasting content, and escalating demand for podcasts are stimulating the global podcasting market outlook. Citing an instance, the IDC (International Data Corporation) recorded shipment of around 369.8 million units of smartphones by vendors in the fourth quarter of 2019.

Leading players that define global podcasting industry trends are TuneIn Inc., Stitcher Radio, Spotify AB, SoundCloud, Entercom Communications Corporation, Pandora Media LLC, Megaphone LLC, iHeartMedia Inc., and Apple Inc.

On the contrary, storage space issues and high costs associated with podcasting are expected to impede the industry expansion throughout the analysis timeframe.

Farmscape for November 12, 2024

A Guelph based hog market analyst is forecasting a modest increase in Canadian pork production in 2025 and higher prices.
“The Competitive Status of the Canadian Pork Industry,” was the topic of a keynote address last week at Saskatchewan Pork Industry Symposium 2024 in Saskatoon.
Kevin Grier, with Kevin Grier Market Analysis and Consulting, says Canada is the sixth largest pork producer in the world but the fourth largest exporter so, as the old saying goes, it punches above its weight.

Quote-Kevin Grier-Kevin Grier Market Analysis and Consulting:
In terms of the outlook for 2025 I'm expecting, based on the last Hogs and Pigs Report, to have a modest increase in production in 2025.
We have less beef because of where we are at in the cattle cycle and we're going to have less beef next year and the year after that so pork should be able to make competitive gains in the meat case or on the menu at restaurants so, in some respects, the pork industry is probably hoping that pork can gain market share at the expense of beef.
We still will be aggressive exporters and I'm hoping to see, for the sake of the industry, improved demand in 2025 because of the beef situation so we should have more production.
But, probably and hopefully for the sake of producers, we should see an increased price in 2025 compared to 2024.
Again, part of our keys is the fact that we are a low-cost producer at the farm level.
According to data from InterPIG, Canada is always among the lowest cost producers in the world, a little bit higher cost than Brazil or the United States, but always right there among the most competitive in terms of producer production costs.
We may not be a low-cost producer at the packer level but we compete in other ways, through increased quality specifications, service, that sort of thing so from the farm to the packer we are competitive industry and that's how we compete, on costs but also on service and quality.

Grier invites any interested to contact him at kevingrier.com to request a three-month trial subscription to his Canadian Pork Market Report.
For more visit Farmscape.Ca.
Bruce Cochrane.

       *Farmscape is produced on behalf of North America’s pork producers

(Telecompaper) Skyworks Solutions reported revenues for its fiscal fourth quarter to September of USD 1.025 billion, better than in the previous quarter but still down around 16 percent from a year earlier...

(Telecompaper) Amdocs is targeting pro forma sales growth of 1 percent to 4.5 percent in the 2025 fiscal year, but is predicting a GAAP revenue decline of between 7.7 and 10.9 percent...

(Telecompaper) Spotify added 14 million monthly active users during the third quarter, taking its total base of listeners worldwide to 640 million, up 11 percent from a year earlier...

One of the least successful Pro-Am teams in history reflects on where it all went wrong.

A Solheim Cup preview and reviews of Eddie’s time in Switzerland and Texas at the O2.

Andrew, Iain and Eddie look back at the Solheim Cup and Rory McIlroy's Irish Open woes.

Shropshire Council's forecast of being £35.1m in the red, is better than the authority expected.

Since its birth, the stock market has received widespread attention from many scholars and investors. However, there are many factors that affect stock prices, including the company's own internal factors and the impact of external policies. The extent and manner of fundamental impacts also vary, making stock price predictions very difficult. Based on this, this article first introduces the research significance of the stock market prediction framework, and then conducts academic research and analysis on two key sentences of stock market prediction and artificial intelligence in stock market prediction. Then this article proposes a constructive algorithm theory, and finally conducts a simulation comparison experiment and summarises and discusses the experiment. Research results show that the neural network prediction method is more effective in stock market prediction; the minimum training rate is generally 0.9; the agency's expected dilution rate and the published stock market dilution rate are both around 6%.

The supply chains of the Canadian forest products industry are largely dependent on accurate demand forecasts. The USA is the major export market for the Canadian forest products industry, although some Canadian provinces are also exporting forest products to other global markets. However, it is very difficult for each province to develop accurate demand forecasts, given the number of factors determining the demand of the forest products in the global markets. We develop multi-layer feed-forward artificial neural network (ANN) models for demand forecasting of the Canadian forest products industry. We find that the ANN models have lower prediction errors and higher threshold statistics as compared to that of the traditional models for predicting the demand of the Canadian forest products. Accurate future demand forecasts will not only help in improving the short-term profitability of the Canadian forest products industry, but also their long-term competitiveness in the global markets.

To assess a country's economic outlook and achieve higher economic growth, econometric models and prediction techniques are significant tools. Policymakers are always concerned with the correct future estimates of economic variables to take the right economic decisions, design better policies and effectively implement them. Therefore, there is a need to improve the predictive accuracy of the existing models and to use more sophisticated and superior algorithms for accurate forecasting. Deep learning models like recurrent neural networks are considered superior for forecasting as they provide better predictive results as compared to many of the econometric models. Against this backdrop, this paper presents the feasibility of using different deep-learning neural network architectures for trade forecasting. It predicts export trade using different recurrent neural architectures such as 'vanilla recurrent neural network (VRNN)', 'bi-directional long short-term memory network (Bi-LSTM)', 'bi-directional gated recurrent unit (Bi-GRU)' and a hybrid 'bi-directional LSTM and GRU neural network'. The performances of these models are evaluated and compared using different performance metrics such as Mean Square Error (MSE), Mean Absolute Error (MAE) Root Mean Squared Error (RMSE), Root Mean Squared Logarithmic Error (RMSLE) and coefficient of determination <em>R</em>-squared (<em>R</em>²). The results validated the effective export prediction for India.

For decades, data analytics has been instrumental in helping companies enhance their performance and achieve growth. By leveraging data analytics and visualisation, businesses have reaped numerous benefits, including the ability to identify emerging trends, analyse relationships and patterns within data, conduct in-depth analysis, and gain valuable insights from these patterns. Given the current demands of the industry, it is crucial to thoroughly explore these concepts to capitalise on the advantages they offer. This research specifically focuses on examining a dataset from Capital Bikes in Washington DC, providing a comprehensive understanding of data analytics and visualisation.

Aim/Purpose: In the United States, the Centers for Disease Control and Prevention (CDC) tracks the disease activity using data collected from medical practice's on a weekly basis. Collection of data by CDC from medical practices on a weekly basis leads to a lag time of approximately 2 weeks before any viable action can be planned. The 2-week delay problem was addressed in the study by creating machine learning models to predict flu outbreak. Background: The 2-week delay problem was addressed in the study by correlation of the flu trends identified from Twitter data and official flu data from the Centers for Disease Control and Prevention (CDC) in combination with creating a machine learning model using both data sources to predict flu outbreak. Methodology: A quantitative correlational study was performed using a quasi-experimental design. Flu trends from the CDC portal and tweets with mention of flu and influenza from the state of Georgia were used over a period of 22 weeks from December 29, 2019 to May 30, 2020 for this study. Contribution: This research contributed to the body of knowledge by using a simple bag-of-word method for sentiment analysis followed by the combination of CDC and Twitter data to generate a flu prediction model with higher accuracy than using CDC data only. Findings: The study found that (a) there is no correlation between official flu data from CDC and tweets with mention of flu and (b) there is an improvement in the performance of a flu forecasting model based on a machine learning algorithm using both official flu data from CDC and tweets with mention of flu. Recommendations for Practitioners: In this study, it was found that there was no correlation between the official flu data from the CDC and the count of tweets with mention of flu, which is why tweets alone should be used with caution to predict a flu out-break. Based on the findings of this study, social media data can be used as an additional variable to improve the accuracy of flu prediction models. It is also found that fourth order polynomial and support vector regression models offered the best accuracy of flu prediction models. Recommendations for Researchers: Open-source data, such as Twitter feed, can be mined for useful intelligence benefiting society. Machine learning-based prediction models can be improved by adding open-source data to the primary data set. Impact on Society: Key implication of this study for practitioners in the field were to use social media postings to identify neighborhoods and geographic locations affected by seasonal outbreak, such as influenza, which would help reduce the spread of the disease and ultimately lead to containment. Based on the findings of this study, social media data will help health authorities in detecting seasonal outbreaks earlier than just using official CDC channels of disease and illness reporting from physicians and labs thus, empowering health officials to plan their responses swiftly and allocate their resources optimally for the most affected areas. Future Research: A future researcher could use more complex deep learning algorithms, such as Artificial Neural Networks and Recurrent Neural Networks, to evaluate the accuracy of flu outbreak prediction models as compared to the regression models used in this study. A future researcher could apply other sentiment analysis techniques, such as natural language processing and deep learning techniques, to identify context-sensitive emotion, concept extraction, and sarcasm detection for the identification of self-reporting flu tweets. A future researcher could expand the scope by continuously collecting tweets on a public cloud and applying big data applications, such as Hadoop and MapReduce, to perform predictions using several months of historical data or even years for a larger geographical area.

Asia-Pacific will require 19,500 new aircraft by 2043, Airbus announced on Wednesday, November 13 at a regional aviation summit.

Tarbela Dam hits 1550ft capacity; significant water releases recorded at key points including Kalabagh, Taunsa, Guddu.

We were able to get in stock again the popular Sunday Bikes "Forecaster" 2019 BMX bikes with LHD drive unit (chain, chainring, driver on the left side) and we can now offer them to you at a great special price. The Sunday Bikes "Forecaster" 2019 BMX bike offers the ideal basis for further development in the BMX freestyle game and comes directly with Odyssey "Clutch V2" Street-Freecoaster (LHD).

Related links:

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The “U.S. Ceilings Market 2024-2033” report has been added to ResearchAndMarkets.com’s offerings.

The American Institute of Architects published its latest consensus forecast for 2024 and 2025. Learn more about what the AIA and other forecasting resources are projecting for the construction market in the coming years.

Ed Sullivan, chief economist and senior vice president of market intelligence for the Portland Cement Association — which represents America’s cement manufacturers — says that the Federal Reserve’s recent move to lower interest rates, coupled with easing inflation, signals a significant retreat in interest rate levels by the end of next year…all to the benefit of construction activity.

Security dealers and integrators look back at 2022 and forward to expectations for 2023

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Winning a security project today is a bit like playing a game of chess. With every potential job, you face a wide variety of opponents (competitors) who have an even wider variety of moves (security offerings/competitive advantages), all aimed at putting your king into checkmate; in effect, freezing you out of the job.

Sometimes it’s good to be wrong. In late 2012, security systems integrators and dealers forecasted that their total annual revenue would improve only slightly — 1 percent, on average — during 2013.

Results of SDM’s Industry Forecast Study, coupled with an outlook from leading dealers and integrators, offers positive assurance for the security industry’s 2015 performance: 13.9 percent growth. It will be driven by a higher level of services being offered to consumers and businesses. 

Fasten your seat belts: 2016 is going to be a bumpy ride. 

If the word “change” isn’t part of your business plan this year, you’d better rethink it.