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Advances in threat assessment and their application to forest and rangeland management.

In July 2006, more than 170 researchers and managers from the United States, Canada, and Mexico convened in Boulder, Colorado, to discuss the state of the science in environmental threat assessment. This two-volume general technical report compiles peer-reviewed papers that were among those presented during the 3-day conference. Papers are organized by four broad topical sections—Land, Air and Water, Fire, and Pests/Biota—and are divided into syntheses and case studies.




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Northwest Forest Plan—the first 15 years (1994–2008): status and trends of northern spotted owl populations and habitats.

This is the second in a series of periodic monitoring reports on northern spotted owl (Strix occidentalis caurina) population and habitat trends on federally administered lands since implementation of the Northwest Forest Plan in 1994. Here we summarize results from a population analysis that included data from longterm demographic studies during 1985–2008. This data was analyzed separately by study area, and also in a meta-analysis across all study areas to assess temporal and spatial patterns in fecundity, apparent survival, recruitment, and annual rates of population change.




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Assessment of The Risk of Invasion of National Forest Streams In The Pacific Northwest By Farmed Atlantic Salmon

This report describes the evidence for invasion of Pacific Northwest streams by Atlantic salmon (Salmo salar) that have escaped from marine salmon farms, and assesses the potential impact of farmed salmon invasion on native fishes inhabiting streams on National Forest System lands. The current risk to streams on National Forest lands in the Pacific Northwest from Atlantic salmon invasions appears to be low and is limited to a few areas in northwest Washington and southeast Alaska. However, long-term risks may be substantial if fish continue to escape from marine rearing pens or freshwater hatcheries. The two greatest threats appear to be that (1) Atlantic salmon could transmit a serious disease or parasite to native fishes, and (2) escaped salmon could eventually adapt to local conditions, leading to self-sustaining populations. If Atlantic salmon populations are eventually established, this species' preference for swiftly flowing stream habitats could facilitate competition with currently at-risk species such as steelhead (Oncorhynchus mykiss). This could result in a pattern of expansion similar to that observed in other nonnative aquatic plants and animals, in which a prolonged early colonization period is followed by a rapid phase of exponential growth as breeding populations adapt to local conditions.




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Nonnative invasive plants of Pacific coast forests: a field guide for identification.

Nonnative plants affect the composition and function of natural and managed ecosystems and have large economic effects through lost or degraded land use and eradication costs. In spite of their importance, very little comprehensive information on the abundance, distribution, and impact of nonnative invasive plants is available.




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Northwest Forest Plan—the first 15 years (1994–2008): status and trend of nesting habitat for the marbled murrelet

The primary objectives of the effectiveness monitoring plan for the marbled murrelet (Brachyramphus marmoratus) include mapping baseline nesting habitat (at the start of the Northwest Forest Plan [the Plan]) and estimating changes in that habitat over time. Using vegetation data derived from satellite imagery, we modeled habitat suitability by using a maximum entropy model. We used Maxent software to compute habitat suitability scores from vegetation and physiographic attributes based on comparisons of conditions at 342 sites that were occupied by marbled murrelets (equal numbers of confirmed nest sites and likely nest sites) and average conditions over all forested lands in which the murrelets occurred. We estimated 3.8 million acres of higher suitability nesting habitat over all lands in the murrelet's range in Washington, Oregon, and California at the start of the Plan (1994/96). Most (89 percent) baseline habitat on federally administered lands occurred within reserved-land allocations. A substantial amount (36 percent) of baseline habitat occurred on nonfederal lands. Over all lands, we observed a net loss of about 7 percent of higher suitability potential nesting habitat from the baseline period to 2006/07. If we focus on losses and ignore gains, we estimate a loss of about 13 percent of the higher suitability habitat present at baseline, over this same period. Fire has been the major cause of loss of nesting habitat on federal lands since the Plan was implemented; timber harvest is the primary cause of loss on nonfederal lands. We also found that murrelet population size is strongly and positively correlated with amount of nesting habitat, suggesting that conservation of remaining nesting habitat and restoration of currently unsuitable habitat is key to murrelet recovery.




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Adaptations to climate change: Colville and Okanogan-Wenatchee National Forests.

Forest managers are seeking practical guidance on how to adapt their current practices and, if necessary, their management goals, in response to climate change. Science-management collaboration was initiated on national forests in eastern Washington where resource managers showed a keen interest in science-based options for adapting to climate change at a 2-day workshop. Scientists and managers reviewed current climate change science and identified resources vulnerable to expected climate change. Vulnerabilities related to vegetation and habitat management included potential reductions in forest biodiversity and low forest resilience to changing disturbance regimes. The vulnerabilities related to aquatic and infrastructure resources included changing water quality and quantity, the risk to roads and other facilities from changes to hydrologic regimes, and the potential loss of at-risk aquatic species and habitats. Managers then worked in facilitated groups to identify adaptations that could be implemented through management and planning to reduce the vulnerability of key resources to climate change. The identified adaptations were grouped under two major headings: Increasing Ecological Resiliency to Climate Change, and Increasing Social and Economic Resiliency to Climate Change. The information generated from the science-management collaborative represents an initial and important step in identifying and prioritizing tangible steps to address climate change in forest management. Next would be the development of detailed implementation strategies that address the identified management adaptations..




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Effects of forest practices on peak flows and consequent channel response: a state-of-science report for western Oregon and Washington

This is a state-of-the-science synthesis of the effects of forest harvest activities on peak flows and channel morphology in the Pacific Northwest, with a specific focus on western Oregon and Washington. We develop a database of relevant studies reporting peak flow data across rain-, transient-, and snow-dominated hydrologic zones, and provide a quantitative comparison of changes in peak flow across both a range of flows and forest practices. Increases in peak flows generally diminish with decreasing intensity of percentage of watershed harvested and lengthening recurrence intervals of flow. Watersheds located in the rain dominated zone appear to be less sensitive to peak flow changes than those in the transient snow zone; insufficient data limit interpretations for the snow zone. Where present, peak flow effects on channel morphology should be confined to stream reaches where channel gradients are less than approximately 0.02 and streambeds are composed of gravel and finer material. We provide guidance as to how managers might evaluate the potential risk of peak flow increases based on factors such as presence of roads, watershed drainage efficiency, and specific management treatments employed. The magnitude of effects of forest harvest on peak flows in the Pacific Northwest, as represented by the data reported here, are relatively minor in comparison to other anthropogenic changes to streams and watersheds.




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Why McDonald's is only reopening restaurants in the south - for now

McDonald's will reopen 15 restaurants in the south of England next week - but none in the North East




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Newcastle's Sachins restaurant reopens takeaway service

Owner-chef Bob Arora will be launching a takeaway service this May as well as hosting online cookery classes




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Boris Johnson to act with 'extreme caution' in easing lockdown restrictions

The Prime Minister is expected to announce only very modest changes in detailing his "road map" for easing the lockdown on Sunday evening




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Government to hold Premier League talks next week in hope of season restart

Premier League clubs will also hold a videoconference on Monday to discuss Project Restart




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NUFC notebook: PiF plan that will interest Magpies fans

The Newcastle United notebook is back with news of a potential PiF plan and speculation about the Reuben Brothers




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Eminem Confronts An Intruder In His Home And Arrest Is Made

Hip Hop artist EMINEM reportedly confronted and detained an intruder in his DETROIT-area home in early APRIL. The alleged intruder, MATTHEW DAVID HUGHES, had set off a security alarm when he … more




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Better science needed to support clinical predictors that link cardiac arrest, brain injury, and death: a statement from the American Heart Association

Statement Highlights: While significant improvements have been made in resuscitation and post cardiac arrest resuscitation care, mortality remains high and is mainly attributed to widespread brain injury.Better science is needed to support the ...




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Blind Wrestler

Shot and Produced by Jose F. Moreno/Courier-Post




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Depression and post-traumatic stress during major social unrest in Hong Kong: a 10-year prospective cohort study

Hong Kong has been embroiled in increasingly violent social unrest since June, 2019. We examined the associated population mental health burden, risk factors, and health-care needs.




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Florida Man Arrested Trying To Quarantine On Abandoned Disney Treasure Island, And That’s What This Island Looks Like From The Inside

The 42-year-old said he didn’t hear numerous deputies searching the private island for him on foot, by boat and by...




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Stunning Photos Of The Installation Process For 5G Network Equipment On The Mount Everest

AsiaWire China Mobile Hong Kong and Huawei have jointly taken 5G connectivity to the highest-altitude base station to the north...




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Iowa high school wrestling programs will have option to sit out regional duals competition

DES MOINES — The Iowa high school wrestling state duals tournament isn’t going anywhere. The event is remaining at Wells Fargo Arena, taking place the day before the three-day...




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Joe wants you to Sample that: One C.R. man is on a mission to help local restaurants gain fans

When Joe Sample started posting photos of his takeout food stops in the days after Iowa restaurants were ordered shut down to dine-in service in March, he didn’t think much of it. He just...



  • Food & Drink

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18-year-old charged in fatal shooting arrested for drunken driving while out on bail

CEDAR RAPIDS — A 17-year-old, charged in January with fatally shooting an 18-year-old during a drug robbery, was released in March only to be arrested about a month later for drunken driving....




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Man arrested in Texas faces murder charge in Iowa City shooting

IOWA CITY — An Iowa City man has been arrested in Texas in connection with the April 20 shooting death of Kejuan Winters. Reginald Little, 44, was taken into custody Friday by the Lubbock...




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Joe wants you to Sample that: One C.R. man is on a mission to help local restaurants gain fans

When Joe Sample started posting photos of his takeout food stops in the days after Iowa restaurants were ordered shut down to dine-in service in March, he didn’t think much of it. He just wanted to get some good food while supporting restaurants.

“I have a lot of friends in the food business. My wife worked at Elevate Salon and Emil’s Deli, so she’s not working right now,” he said. “I felt it was a great way to support local businesses.”

But then a new Facebook group dedicated to promoting curbside, delivery and takeout food options in Cedar Rapids sprung up — this week, it had more than 15,000 members — and Sample started sharing photos there. The 46-year-old Cedar Rapids resident quickly found himself having a new experience — going viral.

In a pandemic, that phrase could have negative connotations, but this was the positive kind of viral spread. The kind where hundreds of people liked his photos and commented on them. Then a Cedar Rapids T-shirt maker, Ivory Pearl Designs, started selling “Be Like Joe” T-shirts and other people started showing up to order takeout in the shirts. Soon, restaurants were asking if he would come take a photo at their restaurant.

“I just started it to have fun and posted a few fun pictures, and then I started having restaurants reach out to me,” Sample said.

He decided to dedicate his stimulus check from the federal government to the effort. Sometimes, he said he hits up more than one restaurant a day.

“I’ve hit close to 60 restaurants,” he said.

He’s leaned into the enthusiasm and found ways to play up the efforts. One day he dressed as Oscar the Grouch while visiting’ Oscar’s Restaurant in Hiawatha. On another day, he and one of his daughters bought plastic pig noses to wear on a stop at the Blind Pig in Cedar Rapids. He wears a Superman costume to some stops.

“I was totally surprised at how viral it went,” he said. “Now I’m just trying to keep it exciting.”

In his day job, Sample is a salesman for American Building Components in Mount Pleasant. He normally spends a lot of time on the road, selling metal roofing, siding and steel frame structures around the Midwest. These days, he’s working from home, making sales over the phone instead. He said going out to get carryout is a chance to see other people and get out of the house.

“It brings some normalcy to my life,” he said.

He has two daughters at home, age 9 and 15, and one son, 22. When he’s not eating out, he likes to spend time outdoors with his family, fishing, camping, hunting and coaching soccer. He admits his last name is a bit on-the-nose for his newest hobby.

“A lot of people ask, ‘Is that really even your real name?’” he said with a laugh.

Sample was born and raised in Cedar Rapids, which fuels his desire to support his town.

“My dad had Sample Pharmacies when I was growing up. People helped support us, so I figured it was the least I could do, to support other local businesses,” he said. “I think the biggest thing is, we want to keep them here. There are so many great restaurants in Cedar Rapids, and we don’t want to lose half of them. I’m going to try to keep going with this until they open the places back up, as much as I can.”

He also has helped do deliveries of donated meals to area hospitals and long-term care facilities. That effort started when his younger daughter’s Girl Scout troop had dozens of boxes of unsold cookies and few options to sell them once the pandemic hit. Sample’s family purchased them and sent them to staff at Mercy Medical Center. Since then he’s dropped off boxes of pita, hummus and gyro meat from Pita’z Mediterranean and American Cuisine, trays of cinnamon rolls from Oscar’s and other places.

“People seem to be very supportive in Cedar Rapids,” he said.

He gave a lot of credit to the Cedar Rapids Facebook group, which was started by Lindsay Leahy, Brooke Murphy-Fitzgerald and Shannon Hanson. Others like it have sprung up in Marion, North Liberty and Iowa City.

“I think this has opened a lot of people’s eyes; it has given people an opportunity to try new things,” Sample said. “I’ve seen more restaurants on here than I’d ever tried before.”

He’s also started to promote nonprofits like the Freedom Festival. He is helping sell the $5 commemorative buttons — even though the 2020 festival was canceled, the buttons will help support the organization’s operations. And he helped with a Big Brothers Big Sisters fundraiser, an effort which inspired him so much he signed up as a volunteer.

He said he hopes his efforts, and others like it inspire others to support the community.

“Keep supporting local, do your best to stay healthy, and when restaurants open back up, keep going to them,” he said. “They’re going to need our help for a long time to come.”

Comments: (319) 398-8339; alison.gowans@thegazette.com



  • Food & Drink

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18-year-old charged in fatal shooting arrested for drunken driving while out on bail

CEDAR RAPIDS — A 17-year-old, charged in January with fatally shooting an 18-year-old during a drug robbery, was released in March only to be arrested about a month later for drunken driving.

Kyler David Carson, now 18, of Cedar Rapids, was charged last month with operating while intoxicated and unlawful possession of an anti-anxiety prescription drug.

After two judges reduced Carson’s bail, he bonded out and was released pending trial.

Police arrested Carson April 24 when they believed he was driving under the influence of alcohol or drugs, according to a criminal complaint.

He provided a breath sample, which showed no signs on alchol, but refused to provide a urine sample for chemical testing, the complaint states.

In January, Carson was charged with voluntary manslaughter, delivery of a controlled substance-marijuana, carrying weapons and obstructing prosecution.

He is accused of fatally shooting Andrew D. Gaston, 18, on Jan. 24, as Gaston and his cousin, Tyrell J. Gaston, 16, were attempting to rob marijuana from Carson, according to a criminal complaint.

Police received a report of shots being fired at 11:48 p.m. and found Andrew and Tyrell Gaston with gunshot wounds in the parking lot of 3217 Agin Court NE.

During the investigation, police learned the Gaston cousins had arranged, with the help of others, to rob Carson that night. Witnesses told investigators they contacted Carson and “lured” him to the address to rob him of marijuana.

Carson thought he was called that night to sell 45 pre-rolled tubes of marijuana for $900, according to criminal complaint.

While Carson was delivering marijuana to the others in their car, the cousins and a third person ambushed Carson from behind, according to a criminal complaint.

Andrew Gaston struck Carson in the back of the head with a metal object. Carson then turned around and exchanged gunfire with Tyrell Gaston before running from the parking lot, witnesses told police.

Both Carson and Tyrell Gaston later discarded their firearms, which police didn’t recover, according to the complaint.

Tyrell Gaston also was charged with first-degree robbery, conspiracy to deliver a controlled substance-marijuana, carrying weapons and obstructing prosecution.

A judge, during Carson’s initial appearance in the fatal shooting, set his bail at $50,000 cash only, according to court documents. His bail was amended, in agreement with prosecutor and Carson’s lawyer, to $50,000 cash or surety March 23 by 6th Judicial Associate District Judge Russell Keast.

Carson remained in jail, but his lawyer asked for a bond review three days later, March 26, and Associate District Judge Casey Jones lowered the bail to $30,000 cash or surety.

Carson posted bail that day, according to court documents.

Assistant Linn County Attorney Rena Schulte has filed a motion to revoke Carson’s pretrial release and will request his bail ne set at $500,000. A hearing is set on the motion for next Thursday in Linn County District Court.

If convicted, Carson faces up to 19 years in the fatal shooting and up to two years for the other offenses.

Comments: (319) 398-8318; trish.mehaffey@thegazette.com




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Man arrested in Texas faces murder charge in Iowa City shooting

IOWA CITY — An Iowa City man has been arrested in Texas in connection with the April 20 shooting death of Kejuan Winters.

Reginald Little, 44, was taken into custody Friday by the Lubbock County Sheriff’s Office, according to Iowa City police.

Little faces a charge of first-degree murder and is awaiting extradition back to Iowa City.

The shooting happened in an apartment at 1960 Broadway St. around 9:55 a.m. April 20. Police said gunfire could be heard during the call to police.

Officers found Winters, 21, of Iowa City, with multiple gunshot wounds. He died in the apartment.

Police said Durojaiya A. Rosa, 22, of Iowa City, and a woman were at the apartment and gave police a description of the shooter and said they heard him fighting with Winters before hearing gunshots.

Surveillance camera footage and cellphone records indicated Little was in the area before the shots were fired, police said.

Investigators also discovered Little and Rosa had been in communication about entering the apartment, and Rosa told police he and Little had planned to rob Winters.

Rosa also faces one count of first-degree murder.

The shooting death spurred three additional arrests.

Winters’ father, Tyris D. Winters, 41, of Peoria, Ill., and Tony M. Watkins, 39, of Iowa City, were arrested on attempted murder charges after confronting another person later that day in Coralville about the homicide, and, police say, shooting that person in the head and foot.

Police also arrested Jordan R. Hogan, 21, of Iowa City, for obstructing prosecution, saying he helped the suspect, Little, avoid arrest.

First-degree murder is a Class A felony punishable by an automatic life sentence.

Comments: (319) 339-3155; lee.hermiston@thegazette.com




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How to Create an Online Ordering Page for Restaurants with WooCommerce

Until recently it was something normal for any restaurant to have a well-maintained website. Even so, it seems that for many restaurants this was something difficult to achieve. In these difficult times, for many restaurant owners and other businesses in this field, owning just a simple website is no longer enough. If you still want to remain in business you […]




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How to restart a blog after five years

This is not the post I had planned for resuming my blog. I had in mind a lengthy article about design and its role in communication at this point in digital evolution. Deep. Thought-provoking. But I know that it’s better to start with ideas that are a little less ambitious in scope. Plus, to tell you […]




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Harbingers: Florence, Forest Fires, and the Future

By John Atcheson Common Dreams If past is prologue, the media will soon move on, leaving the greatest threat humanity has ever faced virtually uncovered Climate change catastrophe is upon us. We see it in the record-breaking floods from storms … Continue reading




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How To Restore Hard Drive From A Time Machine + Other Ways

Have you chosen Mac for its reliable system? They really have a lot of advantages and are of the best quality. Mac users don’t face serious problems with hard drives often. But the reality is such...




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Squared Circle Pit #54 - AVATAR Frontman Johannes Eckerström Talks Wrestling Unlocking His Love of Metal Frontmen

We're back and this week, we're talking to Avatar's colorful frontman Johannes Eckerström. If you've ever seen the band live,...

The post Squared Circle Pit #54 - AVATAR Frontman Johannes Eckerström Talks Wrestling Unlocking His Love of Metal Frontmen appeared first on Metal Injection.





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Santa Fe National Forest Spared From Fracking

WildEarth Guardians Press Release Federal Court Overturns Leasing of Lands to Oil and Gas Industry SANTA FE, NM — In a victory for New Mexico’s air, climate, and water, the U.S. District Court for the District of New Mexico today … Continue reading




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Urging Multi-Pronged Effort to Halt Climate Crisis, Scientists Say Protecting World’s Forests as Vital as Cutting Emissions

By Julia  Conley Common Dreams “Our message as scientists is simple: Our planet’s future climate is inextricably tied to the future of its forest.” With a new statement rejecting the notion that drastically curbing emissions alone is enough to curb … Continue reading




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10 Best Restaurant Menu Plugins for WordPress (Compared)

Want to add a food menu to your restaurant website? Publishing your restaurant menu on your website comes in handy especially if you’re providing an online restaurant reservation or online food delivery. That way your users can figure out the available food options without having to walk into your restaurant. In this article, we’ll show […]

The post 10 Best Restaurant Menu Plugins for WordPress (Compared) appeared first on IsItWP - Free WordPress Theme Detector.




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Children’s Exposure to Secondhand Smoke May Be Vastly Underestimated by Parents

Tel Aviv University Press Release Smoking parents misperceive where and when their kids are exposed to cigarette smoke, Tel Aviv University researchers say Four out of 10 children in the US are exposed to secondhand smoke, according to the American … Continue reading




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Resilience + Reinvention with Canlis Restaurateurs

In any uncertain time there, we can both feel anxious, upset, curious and we can also look for opportunities. Opportunities for reinvention, for connection, and community in ways we haven’t seen before. That’s the theme of today’s episode with some of my good friends Mark and Brian Canlis + James Beard Award Winning Chef Brady Williams in a conversation we recorded for CreativeLive TV. Mark and Brian run an iconic restaurant in Seattle named Canlis. It’s been a family business for over 70 years. Faced with these uncertain times, they share how they’ve reinvented their business 3 times over the last couple of months. No matter what industry you’re in, their story of overcoming obstacles, problem solving and heart is wisdom for all of us. Enjoy! FOLLOW CANLIS: instagram | website Listen to the Podcast Subscribe   Watch the Episode This podcast is brought to you by CreativeLive. CreativeLive is the world’s largest hub for online creative education in photo/video, art/design, music/audio, craft/maker, money/life and the ability to make a living in any of those disciplines. They are high quality, highly curated classes taught by the world’s top experts — Pulitzer, Oscar, Grammy Award winners, New York Times best selling authors […]

The post Resilience + Reinvention with Canlis Restaurateurs appeared first on Chase Jarvis Photography.




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The 2d-directed spanning forest converges to the Brownian web. (arXiv:1805.09399v3 [math.PR] UPDATED)

The two-dimensional directed spanning forest (DSF) introduced by Baccelli and Bordenave is a planar directed forest whose vertex set is given by a homogeneous Poisson point process $mathcal{N}$ on $mathbb{R}^2$. If the DSF has direction $-e_y$, the ancestor $h(u)$ of a vertex $u in mathcal{N}$ is the nearest Poisson point (in the $L_2$ distance) having strictly larger $y$-coordinate. This construction induces complex geometrical dependencies. In this paper we show that the collection of DSF paths, properly scaled, converges in distribution to the Brownian web (BW). This verifies a conjecture made by Baccelli and Bordenave in 2007.




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Prediction of Event Related Potential Speller Performance Using Resting-State EEG. (arXiv:2005.01325v3 [cs.HC] UPDATED)

Event-related potential (ERP) speller can be utilized in device control and communication for locked-in or severely injured patients. However, problems such as inter-subject performance instability and ERP-illiteracy are still unresolved. Therefore, it is necessary to predict classification performance before performing an ERP speller in order to use it efficiently. In this study, we investigated the correlations with ERP speller performance using a resting-state before an ERP speller. In specific, we used spectral power and functional connectivity according to four brain regions and five frequency bands. As a result, the delta power in the frontal region and functional connectivity in the delta, alpha, gamma bands are significantly correlated with the ERP speller performance. Also, we predicted the ERP speller performance using EEG features in the resting-state. These findings may contribute to investigating the ERP-illiteracy and considering the appropriate alternatives for each user.




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Trees and Forests in Nuclear Physics. (arXiv:2002.10290v2 [nucl-th] UPDATED)

We present a simple introduction to the decision tree algorithm using some examples from nuclear physics. We show how to improve the accuracy of the classical liquid drop nuclear mass model by performing Feature Engineering with a decision tree. Finally, we apply the method to the Duflo-Zuker model showing that, despite their simplicity, decision trees are capable of improving the description of nuclear masses using a limited number of free parameters.




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Constrained Restless Bandits for Dynamic Scheduling in Cyber-Physical Systems. (arXiv:1904.08962v3 [cs.SY] UPDATED)

Restless multi-armed bandits are a class of discrete-time stochastic control problems which involve sequential decision making with a finite set of actions (set of arms). This paper studies a class of constrained restless multi-armed bandits (CRMAB). The constraints are in the form of time varying set of actions (set of available arms). This variation can be either stochastic or semi-deterministic. Given a set of arms, a fixed number of them can be chosen to be played in each decision interval. The play of each arm yields a state dependent reward. The current states of arms are partially observable through binary feedback signals from arms that are played. The current availability of arms is fully observable. The objective is to maximize long term cumulative reward. The uncertainty about future availability of arms along with partial state information makes this objective challenging. Applications for CRMAB abound in the domain of cyber-physical systems. This optimization problem is analyzed using Whittle's index policy. To this end, a constrained restless single-armed bandit is studied. It is shown to admit a threshold-type optimal policy, and is also indexable. An algorithm to compute Whittle's index is presented. Further, upper bounds on the value function are derived in order to estimate the degree of sub-optimality of various solutions. The simulation study compares the performance of Whittle's index, modified Whittle's index and myopic policies.




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Technical Report of "Deductive Joint Support for Rational Unrestricted Rebuttal". (arXiv:2005.03620v1 [cs.AI])

In ASPIC-style structured argumentation an argument can rebut another argument by attacking its conclusion. Two ways of formalizing rebuttal have been proposed: In restricted rebuttal, the attacked conclusion must have been arrived at with a defeasible rule, whereas in unrestricted rebuttal, it may have been arrived at with a strict rule, as long as at least one of the antecedents of this strict rule was already defeasible. One systematic way of choosing between various possible definitions of a framework for structured argumentation is to study what rationality postulates are satisfied by which definition, for example whether the closure postulate holds, i.e. whether the accepted conclusions are closed under strict rules. While having some benefits, the proposal to use unrestricted rebuttal faces the problem that the closure postulate only holds for the grounded semantics but fails when other argumentation semantics are applied, whereas with restricted rebuttal the closure postulate always holds. In this paper we propose that ASPIC-style argumentation can benefit from keeping track not only of the attack relation between arguments, but also the relation of deductive joint support that holds between a set of arguments and an argument that was constructed from that set using a strict rule. By taking this deductive joint support relation into account while determining the extensions, the closure postulate holds with unrestricted rebuttal under all admissibility-based semantics. We define the semantics of deductive joint support through the flattening method.




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Regression Forest-Based Atlas Localization and Direction Specific Atlas Generation for Pancreas Segmentation. (arXiv:2005.03345v1 [cs.CV])

This paper proposes a fully automated atlas-based pancreas segmentation method from CT volumes utilizing atlas localization by regression forest and atlas generation using blood vessel information. Previous probabilistic atlas-based pancreas segmentation methods cannot deal with spatial variations that are commonly found in the pancreas well. Also, shape variations are not represented by an averaged atlas. We propose a fully automated pancreas segmentation method that deals with two types of variations mentioned above. The position and size of the pancreas is estimated using a regression forest technique. After localization, a patient-specific probabilistic atlas is generated based on a new image similarity that reflects the blood vessel position and direction information around the pancreas. We segment it using the EM algorithm with the atlas as prior followed by the graph-cut. In evaluation results using 147 CT volumes, the Jaccard index and the Dice overlap of the proposed method were 62.1% and 75.1%, respectively. Although we automated all of the segmentation processes, segmentation results were superior to the other state-of-the-art methods in the Dice overlap.




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Adaptive Feature Selection Guided Deep Forest for COVID-19 Classification with Chest CT. (arXiv:2005.03264v1 [eess.IV])

Chest computed tomography (CT) becomes an effective tool to assist the diagnosis of coronavirus disease-19 (COVID-19). Due to the outbreak of COVID-19 worldwide, using the computed-aided diagnosis technique for COVID-19 classification based on CT images could largely alleviate the burden of clinicians. In this paper, we propose an Adaptive Feature Selection guided Deep Forest (AFS-DF) for COVID-19 classification based on chest CT images. Specifically, we first extract location-specific features from CT images. Then, in order to capture the high-level representation of these features with the relatively small-scale data, we leverage a deep forest model to learn high-level representation of the features. Moreover, we propose a feature selection method based on the trained deep forest model to reduce the redundancy of features, where the feature selection could be adaptively incorporated with the COVID-19 classification model. We evaluated our proposed AFS-DF on COVID-19 dataset with 1495 patients of COVID-19 and 1027 patients of community acquired pneumonia (CAP). The accuracy (ACC), sensitivity (SEN), specificity (SPE) and AUC achieved by our method are 91.79%, 93.05%, 89.95% and 96.35%, respectively. Experimental results on the COVID-19 dataset suggest that the proposed AFS-DF achieves superior performance in COVID-19 vs. CAP classification, compared with 4 widely used machine learning methods.




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How Spokane Bishop Thomas Daly wrestled with the moral dilemma of canceling Mass for coronavirus

This is hardly the first time the Catholic Church has to deal with a plague. Spokane Bishop Thomas Daly knows that well.…



  • News/Local News

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Community leaders are feeding Spokane and supporting local restaurants at the same time

As soon as state Rep. Marcus Riccelli returned home from Olympia, he jumpstarted a community-wide effort to feed Spokane constituents deeply affected by the COVID-19 crisis.…



  • Food/Food News

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Trump Fans Protest Against Governors Who Have Imposed Virus Restrictions

By Michael D. Shear and Sarah Mervosh WASHINGTON — President Donald Trump on Friday openly encouraged right-wing protests of social distancing restrictions in states with stay-at-home orders, a day after announcing guidelines for how the nation’s governors should carry out an orderly reopening of their communities on their own timetables.…



  • News/Nation & World

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Optimization to identify nearest objects in a dataset for data analysis

In one embodiment, a plurality of objects associated with a dataset and a specified number of nearest objects to be identified are received. The received objects are sorted in a structured format. Further, a key object and a number of adjacent objects corresponding to the key object are selected from the sorted plurality of objects, wherein the number of adjacent objects is selected based on the specified number of nearest objects to be identified. Furthermore, distances between the key object and the number of adjacent objects are determined to identify the specified number of nearest objects, wherein the distances are determined until the specified number of nearest objects is identified. Based on the determined distances, the specified number of nearest objects in the dataset is identified for data analysis.




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System and method for Controlling restarting of instruction fetching using speculative address computations

A system and method for controlling restarting of instruction fetching using speculative address computations in a processor are provided. The system includes a predicted target queue to hold branch prediction logic (BPL) generated target address values. The system also includes target selection logic including a recycle queue. The target selection logic selects a saved branch target value between a previously speculatively calculated branch target value from the recycle queue and an address value from the predicted target queue. The system further includes a compare block to identify a wrong target in response to a mismatch between the saved branch target value and a current calculated branch target, where instruction fetching is restarted in response to the wrong target.




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Information processing apparatus for restricting access to memory area of first program from second program

A processor determines whether a first program is under execution when a second program is executed, and changes a setting of a memory management unit based on access prohibition information so that a fault occurs when the second program makes an access to a memory when the first program is under execution. Then, the processor determines whether an access from the second program to a memory area used by the first program is permitted based on memory restriction information when the fault occurs while the first program and the second program are under execution, and changes the setting of the memory management unit so that the fault does not occur when the access to the memory area is permitted.




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Engine restart control device

There is provided an engine restart control device. A controller is configured to stop an engine which is adapted to generate a driving force for running a vehicle when a predetermined stop condition is met and configured to restart the engine when a predetermined restart condition is met after stopping the engine. A steering torque detector is configured to detect a steering torque of a steering wheel which is adapted to be operated by a driver. The controller includes an origin torque setting unit configured to set the steering torque detected by the steering torque detector when the predetermined stop condition is met and the engine is stopped as an origin torque. The controller restarts the engine when the steering torque detected by the steering torque detector exceeds a predetermined threshold with reference to the origin torque set by the origin torque setting unit.