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With the popularity of mobile devices and location-based social network, understanding and modelling the human mobility becomes an important topic in the field of ubiquitous computing. With the model developing from personal models with own information to the joint models with population information, the prediction performance of proposed models become better and better. Meanwhile, the privacy issues of these models come into the view of community and the public: collecting and uploading private data to the centralized server without enough regulation. In this paper, we propose PMF, a privacy-preserving mobility prediction framework via federated learning, to solve this problem without significantly sacrificing the prediction performance. In our framework, based on the deep learning mobility model, no private data is uploaded into the centralized server and the only uploaded thing is the updated model parameters which are difficult to crack and thus more secure. Furthermore, we design a group optimization method for the training on local devices to achieve better trade-off between performance and privacy. Finally, we propose a fine-tuned personal adaptor for personal modelling to further improve the prediction performance. We conduct extensive experiments on three real-life mobility datasets to demonstrate the superiority and effectiveness of our methods in privacy protection settings.

A specialPower/Speaker cable is suppliedwith NuVi. The data/power cable used is NOT the same asany prior Garmin cable connector. You will need the (industrystandard USB type used for cameras and other portable equipment) USB DATAcable (furnished) to load maps into your NuVi and/or toupload/download waypoints to your PC computer. There is NOcapability with the NuVi for a standard RS-232 serialcable.


Tesla burned through more than $20 billion in investor money to get where it is today. Tesla raised most of this money from share sales. The legacy automakers will have to rely on their cashflow and on borrowing money via bond sales.

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Origin-destination (OD) travel time estimation is of paramount importance for applications such as intelligent transportation. In this work, we propose a new solution for OD travel time estimation, with road surveillance camera data. The surveillance information supports accurate and reliable observations at camera-equipped intersections, but is associated with missing and incomplete surveillance records at the camera-free intersections. To overcome this, we propose a modified version of multi-layer graph convolutional networks. The camera surveillance data is used to extract the traffic flow of each intersection, the extracted information serves as the input of the multi-layer GCN based model, based on which the real-time traffic status can be predicted. To enhance the estimation accuracy, we address the effects of various features for the travel time estimation with encoder-decoder networks and embedding techniques. We further improve the generalization of our model by using multi-task learning. Extensive experiments on real datasets are done to verify the effectiveness of our proposals.


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Isthereenough audio volume availableto use NuVi in a noisy truck? In a <normal> car, wejudge the volume will always be ample.

When the unit is poweredON, a Garmin introductory screen comes on followed by a screenwarning not to enterinformation while driving, then after a timeout, you go to the mapdisplay page. You must manually press the MAP button to getto the navigation screens.


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NuVi is supposed to have ProximityWaypoints for use with Speed Cameras and other special waypoints. How do I make this feature work? You must download Garmin'sCustom POI loader software from their website. When you installthis feature, Proximity Waypoints will be activated.

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Exactly how do you figure out howmany "turns" can be in one route? Garmin says: There is not alimit to the number of turns per se. Alonga route - there are several types of points that are"dropped".

Our overallimpressions are that the NuVi (and QUEST) are a newgeneration of pocket sized, low cost AutomobileNavigationSystem. While it is not the least expensive of the truly automaticselfcontained address-to-address car navigation systems (SP2610/20, iQue3600,G-60Cand some other PDA based systems may be less expensive), we considerthe NuVi to be "very good" in its class of Car Navigators.


IfI deviate from the calculatedroute, what happens? NuVi will automatically recalculate a newroute to your destination without operator intervention. You canelect "silent" recalculation OR you can elect to be advised when aroute recalculation occurs. The lady sounds just a tiny bitfrustrated when she has to say: RE -Calculating. Some softwareguy has a well tuned sense of humor!

As the popularity of these voice-enabled services increases, so does their risk of being attacked. Recently, DNNs have been shown to be extremely brittle under adversarial attacks and people with malicious intentions can potentially exploit this vulnerability to compromise DNN-based voice-enabled systems. Although some existing work already highlights the vulnerability of audio models, very little is known of the behaviour of compressed on-device audio models under adversarial attacks. This paper bridges this gap by investigating thoroughly the vulnerabilities of compressed audio DNNs and makes a stride towards making compressed models robust. In particular, we propose a stochastic compression technique that generates compressed models with greater robustness to adversarial attacks. We present an extensive set of evaluations on adversarial vulnerability and robustness of DNNs in two diverse audio recognition tasks, while considering two popular attack algorithms: FGSM and PGD. We found that error rates of conventionally trained audio DNNs under attack can be as high as 100%. Under both white- and black-box attacks, our proposed approach is found to decrease the error rate of DNNs under attack by a large margin.


The NuVi isstraightforward to use, and we think the manual is a lotbetter than average. Still, there is no substitute for afewhours of "playing around" with the unit in consort with themanual for quick learning and discovery of available features.

Tesla and now many new companies – hundreds of them in China alone – are forcing legacy automakers into this battle to defend their turf. Government regulations around the world are favoring EVs. And automakers know if they fail, they will be tossed into the big scrapheap of automakers that didn’t make it.


Video data is increasingly being used for such label collection. Unfortunately, wearable devices and video cameras with independent (and drifting) clocks make tight time synchronization challenging. To address this issue, we present the Window Induced Shift Estimation method for Synchronization (SyncWISE) approach. We demonstrate the feasibility and effectiveness of our method by synchronizing the timestamps of a wearable camera and wearable accelerometer from 163 videos representing 45/2 hours of data from 21 participants enrolled in a real-world smoking cessation study. Our approach shows significant improvement over the state-of-the-art, even in the presence of high data loss, achieving 91 synchronization accuracy given a synchronization tolerance of 700 milliseconds. Our method also achieves state-of-the-art synchronization performance on the CMU-MMAC dataset.

A beloved mini-mart in Kennewick is closed. The Minit-Mart at the corner of 27th and Olympia is a bit quieter this morning as the lights are off and the sign of closure is up. I first moved to Kennewick about four years ago and I live near the Minit Mart so I frequented the store often. I was blown away by the customer service from the staff. I'd never gone into a business where everyone knew your name and was overly friendly.


The Route is shown as a pink line along yourprojected travel route. Note that the final advice on making aturn occurs at various distances from the actual intersection dependingon your speed. Faster speeds and the distance before the turnwhen the announcement is made is increased.

I have tested theNuVi on roadsand highways of North Georgia and Atlanta including severalinterstate trips. Our NuVi has worked properlyat all timesas faras we could tell. Generally,tracking worked well but as is normal, we occasionally lost lockmomentarily in cities and in deep mountain valleys.


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FRANKLIN COUNTY - The Franklin County Prosecutor has ruled that the deputy who shot and killed Dante Jones was justified and will not face charges in the incident. The fatal shooting occurred on the morning of November 18, 2021. In an 18-page report, Prosecutor Shawn Sant announced that Deputy Cody.

We have been experiencing that much of the influence from ubicomp technologies are both contributing to a better quality of life (QoL) of our individual and organizational lives, and causing new types of stress and pain at the same time. The term “well-being” has recently gained attention as a term that covers our general happiness and even more concrete good conditions in our lives, such as physical, psychological, and social wellness. Active research in various ubicomp research areas (systems, mobile/wearable sensing, persuasive apps, different viewpoints and layers of computing.


The NuVi (in our experiments) generates as good andoccasionally better routes than does the SP2610. We are verypleased to note this as, in our opinion, the major job of a GPS CarNavigator is to generate good routes from A to B. WithNuVi, the calculation of a 400 mile route usually takesabout 10 seconds. This compares to up to half a minute with theSP2610. One trial route from Atlanta to anaddress in Los Angeles took about half a minute with the SP2610and about 15seconds with the NuVi which is an improvement. Off Route,reroute recalculation typically takes a few seconds and it (generally)tries to take you back as quickly as possible to your ORIGINALroute. It does this the first THREE times it goes "offroute, recalculating".

I hate to be the bearer of bad news but the streets are giving up in this heat! Don't believe me, check out this story from the SF Chronicle that showed a picture of parts of I-5 breaking up due to heat expansion. I didn't even know that was a THING!


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Following the successful UbiTtention 2021 to 2021 workshops, the UbiTtention 2021 workshop brings together researchers and practitioners from academia and industry to explore the management of human attention and smart and ambient notifications with versatile devices and situations to overcome information overload and overchoice. In this workshop, we want to focus on a larger understanding of the different roles notifications can play in a wide variety of computing environments including the office, the home, in cars, and other smart environments. In addition, we introduce an open-data machine learning challenge to advance the field of cognitive load inference in ubiquitous computing. The dataset is the first labelled dataset for cognitive load monitoring with a wristband and it will be fully released after the challenge.

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Outdoors has been a passion since the 1970's. Having had the opportunity to fish in most provinces of Canada, several states, and both oceans, I look forward to my next trip. Hunting upland game in South Dakota and big game in Colorado & Idaho has provided untold memories.

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To address these challenges, we propose a machine learning approach to forecast the fire risk, entitled NeuroFire. NeuroFire can represent internal and external temporal effect then combine the temporal representation and spatial dependencies by a spatial-temporal loss function.


A Montanan by birth, an Idahoan by choice, I live with my wife Kathleen and an odd assortment of dogs and cats in Coeur d'Alene, Idaho. My passions in life beyond my family and friends is chasing light and wild critters with my camera, and in my spare time, spend it afield hunting.

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When we drove our usual 600+ mile assortedcity/suburban/rural route testing, we were very pleased to note thatthe NuVi provided the best overall routing score of any GPS tested todate. It very slightly surpassed our previous high scoring SP26xxmodels by providing satisfactory routes in every one of our routegeneration tests. While NuVi is not one ofthelowest priced Automatic Car Navigator units available, its small shirtpocket size along with excellent route generation capability and MP3and Audio Books plus Automatic Traffic Information (optional)capability make it "Joe's Choice" Car navigator for 2005.


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Proximity waypoints AREprovided in the NuVi. You must use the special Garmin Custom POIloader software to activate this feature.


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Recent research has shown great potential of exploiting Channel State Information (CSI) retrieved from commodity Wi-Fi devices for contactless human sensing in smart homes. Despite much work on Wi-Fi based indoor localization and motion/intrusion detection, no prior solution is capable of detecting a person entering a room with a precise sensing boundary, making room-based services infeasible in the real world. In this paper, we present WiBorder, an innovative technique for accurate determination of Wi-Fi sensing boundary. The key idea is to harness antenna diversity to effectively eliminate random phase shifts while amplifying through-wall amplitude attenuation. By designing a novel sensing metric and correlating it with human’s through-wall discrimination, WiBorder is able to precisely determine Wi-Fi sensing boundaries by leveraging walls in our daily environments. To demonstrate the effectiveness of WiBorder, we have developed an intrusion detection system and an area detection system. Extensive results in real-life scenarios show that our intrusion detection system achieves a high detection rate of 99/4% and a low false alarm rate of 0/68%, and the area detection system’s accuracy can be as high as 97/03%. To the best of our knowledge, WiBorder is the first work that enables precise sensing boundary determination via through-wall discrimination, which can immediately benefit other Wi-Fi based applications.


We present UbiquiTouch, an ultra low power wireless touch interface. With an average power consumption of 30/91μW, UbiquiTouch can run on energy harvested from ambient light. It achieves this performance through low power touch sensing and passive communication to a nearby smartphone using ambient FM backscatter. This approach allows UbiquiTouch to be deployed in mobile situations both in indoor and outdoor locations, without the need for any additional infrastructure for operation. To demonstrate the potential of this technology, we evaluate it in several different and realistic scenarios. Finally, we address the future application space for this technology.

We like it hot in the Columbia Basin but next week's temperatures are expected to well into the triple digits. The real question I want to ask is are we going to break a high-temperature record next week in the Basin. Our good friend Mark Ingalls runs the great website.


In this paper, we define the general concept of `opportunity’ contexts and apply it to the case of smoking cessation. We operationalize the smoking ‘opportunity’ context, using self-reported smoking allowance and cigarette availability. We show its clinical utility by establishing its association with smoking occurrences using Granger causality. Next, we mine several informative features from GPS traces, including the novel location context of smoking spots, to develop the SmokingOpp model for automatically detecting the smoking ‘opportunity’ context. Finally, we train and evaluate the SmokingOpp model using 15 million GPS points and 3,432 self-reports from 90 newly abstinent smokers in a smoking cessation study.

The study of student engagement has attracted growing interests to address problems such as low academic performance, disaffection, and high dropout rates. Existing approaches to measuring student engagement typically rely on survey-based instruments. While effective, those approaches are time-consuming and labour-intensive. Meanwhile, both the response rate and quality of the survey are usually poor. As an alternative, in this paper, we investigate whether we can infer and predict engagement at multiple dimensions, just using sensors. We hypothesize that multidimensional student engagement level can be translated into physiological responses and activity changes during the class, and also be affected by the environmental changes. Therefore, we aim to explore the following questions: Can we measure the multiple dimensions of high school student’s learning engagement including emotional, behavioural and cognitive engagement with sensing data in the wild? Can we derive the activity, physiological, and environmental factors contributing to the different dimensions of student learning engagement? If yes, which sensors are the most useful in differentiating each dimension of the learning engagement? Then, we conduct an in-situ study in a high school from 23 students and 6 teachers in 144 classes over 11 courses for 4 weeks.


Avid Western hunter & outdoorsman specializing in technical archery, precision rifles, elk, mule deer, antelope, predators, & back-country hunting. My engineering & design background at Hoyt archery combine with my professional shooting & 30+ years hunting experience to create a unique perspective for technical articles and product evaluations.

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We present RFTattoo, which to our knowledge is the first wireless speech recognition system for voice impairments using batteryless and flexible RFID tattoos. We design specialized wafer-thin tattoos attached around the user’s face and easily hidden by makeup. We build models that process signal variations from these tattoos to a portable RFID reader to recognize various facial gestures corresponding to distinct classes of sounds. We then develop natural language processing models that infer meaningful words and sentences based on the observed series of gestures. A detailed user study with 10 users reveals 86% accuracy in reconstructing the top-100 words in the English language, even without the users making any sounds.

The features of theminiaturized NuVi make it a direct competitor to the MagellanRoadMate units and to the StreetPilot 26xx/27xx models. OurMagellan RoadMate and Garmin StreetPilot reviews can be found in the FEATURES section of our GPS INFORMATION WEBSITE. As stated before, NuVi is NOT a direct competitor to the full featuredhiking and marine oriented handheld units and it is NOT suited forgeocache hunting.


Context plays a key role in impulsive adverse behaviors such as fights, suicide attempts, binge-drinking, and smoking lapse. Several contexts dissuade such behaviors, but some may trigger adverse impulsive behaviors. We define these latter contexts as ‘opportunity’ contexts, as their passive detection from sensors can be used to deliver context-sensitive interventions.

Laura is a public relations and marketing professional who prides herself on the relationships she has developed during her years in the outdoor industry. She has become a vocal advocate for the Second Amendment and is an unapologetic patriot. She is the wife of a NY State Trooper and mother to a Pharmacist and Marine Corps Sergeant.


In reality, the EV space is a brutal game within the zero-sum auto industry where the sale of each EV comes at the expense of a sale of an internal-combustion-engine (ICE) vehicle. In US auto sales, there has been a lot of turmoil but no growth for over two decades, and then in 2021, auto sales plunged to 1970s level. The only US automaker that grew was Tesla.

The Supreme Court on Friday declined to hear a case over a Washington state florist's refusal to service a wedding for a same-sex couple, letting stand a state court's ruling that the shop had engaged in unlawful discrimination over sexual orientation. The move was surprising for a court with a.


Flying drones have become common objects in our daily lives, serving a multitude of purposes. Many of these purposes involve outdoor scenarios where the user combines drone control with another activity. Traditional interaction methods rely on physical or virtual joysticks that occupy both hands, thus restricting drone usability. In this paper, we investigate one-handed human-to-drone-interaction by leveraging three modalities: force, touch, and IMU. After prototyping three different combinations of these modalities on a smartphone, we evaluate them against the current commercial standard through two user experiments. These experiments help us to find the combination of modalities that strikes a compromise between user performance, perceived task load, wrist rotation, and interaction area size. Accordingly, we select a method that achieves faster task completion times than the two-handed commercial baseline by 16/54% with the merits of subtle user behaviours inside a small-size ring-form device and implements this method within the ring-form device. The last experiment involving 12 participants shows that thanks to its small size and weight, the ring device displays better performance than the same method implemented on a mobile phone. Furthermore, users unanimously found the device useful for controlling a drone in mobile scenarios (AVG = 3/92/5), easy to use (AVG = 3/58/5) and easy to learn (AVG = 3/58/5). Our findings give significant design clues in search of subtle and effective interaction through finger augmentation devices with drone control.

Yes, but it really is not designed for aviation use andwill not give you the usual guidance information needed for aviationuse. If you like having your airplane routed point to point, theoffroad mode will do that but you must put in a destination address andstreet name.


Brain circuit functioning and connectivity between specific regions allow us to learn, remember, recognize and think as humans. In this paper, we ask the question if mobile sensing from phones can predict brain functional connectivity. We study the brain resting-state functional connectivity (RSFC) between the ventromedial prefrontal cortex (vmPFC) and the amygdala, which has been shown by neuroscientists to be associated with mental illness such as anxiety and depression. We discuss initial results and insights from the NeuroCence study, an exploratory study of 105 first year college students using neuroimaging and mobile sensing across one semester. We observe correlations between several behavioral features from students’ mobile phones and connectivity between vmPFC and amygdala, including conversation duration (r=0/365, p<0/001), sleep onset time (r=0/299, p<0/001) and the number of phone unlocks (r=0/253, p=0/029).

Will my old SP (or SP-III) cable workwith NuVi? No. The connectors are different and a USB type powercable with cigar socket plug comes with NuVi.


Although born in Colorado, Darren Choate has lived in Arizona for over 40 years. The majority of his childhood years were spent as a young hunter growing up in the White Mountains of eastern Arizona. After graduating high school, Choate served his country as an airman in the US Air Force for four years. For the majority of his tour, he was stationed in Alaska at Elmendorf AFB in Anchorage, Alaska. After an honorable discharge, he returned to Arizona to attend Northern Arizona University, where he earned a Bachelors of Environmental Science and a Masters of Educational Technology. Happily married, he and his wife have two sons, and reside in Arizona.

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Intuitively, PAN adversarially forces the extracted representations to only convey the information required by the target task. Surprisingly, this constitutes an implicit regularization that actually improves task accuracy. As a result, PAN achieves better utility and better privacy at the same time! We report extensive experiments on six popular datasets and demonstrate the superiority of PAN compared with alternative methods reported in prior work.

Started career at PRADCO Outdoor Brands. After nine years primarily in fishing moved to the shooting sports with Umarex USA, Inc.


My best childhood memories are family time at the drive-in, with dad trying to quiet my brother and me as the movie started and mom had to pee like 6 times! But there's no beating the closeness and comfort of watching a movie in your car with loved ones.

Bruce originally from Foster center, Rhode Island, has enjoyed living with Kathryn his wife of 45 years, in Colorado Springs, San Clemente California and Bozeman Montana prior to retiring n 2021. Bruce served in the United States Coast Guard. Has spent years traveling, surfing, skiing, sailing, fly fishing and hunting throughout North America.


Price cuts mean lower than expected profit margins and earnings prospects from EVs for all manufacturers. EVs already have a notoriously low profit margins due to the expense of the battery – though the powertrain itself and everything around the powertrain is far cheaper than an ICE powertrain and all the systems that go with it.

You can FINDwaypoints by NAME by using the SPELL key on the Favorites page. You can also access the "most recently used" destinations in WhereTo>MyLocations>Recent Selections.


The trip computerworks similarly to other late model car navigators. With NuVi,you willnotice that when you come to a stop, the estimatedtimes do not go toinfinity, but hold a realistic value. The GPS calculates estimatedtimes based upon road classesin your Route and modifies the estimation by your actualspeeds on the various road classes. It also computesthe actual road distance between turns (waypoints) instead ofusing straight line distances. The results give fairlyaccurate estimated time to various points, even when using differentroad classes, like traveling on the freeway, and then exiting later onsome local roads. Your estimates will not only bebased upon your current highway speed, but by the combination ofspeeds you are using, or will be using on the various roadclasses. We note that the NuVi was within 12 minutes on one 580mile highway drive we made after it "learned" our driving speedhabits. Usually it slightly underestimates the time principallyas a result of unexpected traffic congestion which randomly occurs.

Columbia, MO – Youth shooting sports continues to grow across the country and with that growth comes additional needs, including a place to shoot. MidwayUSA Foundation has again stepped up to assist those needs through Range Development grants, paying $500,000 to 26 grant recipients.


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Position Accuracy: Position: < 15 meters (49feet),95%typical withclear sky view and good DOP, about 4 meters or better with WAASand clear sky view and good DOP. These typical numbers are notvery useful since you cannot readout lon/lat directly on the NuVi. Neither can you input a location as a lon/lat, only as an addressor by "pointing" the cursor at a location and saving the location as afavorite.

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Other maps compatible withNuVi include: CityNavigator (Navteq Maps, the best GPS routablemaps available in areas covered), MapSource MetroGuide USA (MetroGuide 6 uses Navteq Maps. Prior versions used EtakMaps,good maps but not quite as up to date as Navteq and only USA version4/01has autorouting capability within NuVi). Roads &Recreation, USA Topo, and WorldMap CD ROMs also work with NuVi, butwithout automatic guidance. Probably most other Garmin maps willload and operate, but Garmin supports only the above.


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My lifestyle centers around the great outdoors. My favorite pasttimes are hunting, any other outdoor activity and practicing karate (1st degree brown belt). I am fortunate to have married my best friend -fellow POMA member, hunting guide and TV host Phil Phillips, who is also a licensed real estate broker in CO nd TX -because when one hunting adventure ends, we are already planning the next one!


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I've been an outdoor writer for 30+ years, three time Arizona Outdoor Writer of the Year and 2021 inductee to the Arizona Outdoor Hall of Fame. I write for many print and online publications.


Traditionally, sleep monitoring has been performed in hospital or clinic environments, requiring complex and expensive equipment set-up and expert scoring. Wearable devices increasingly provide a viable alternative for sleep monitoring, able to collect movement and heart rate (HR) data. In this work, we present a set of algorithms for sleep-wake and sleep-stage classification based upon actigraphy and cardiac sensing amongst 1,743 participants. We devise movement and cardiac features that could be extracted from research-grade wearable sensors and derive models and evaluate their performance in the largest open-access dataset for human sleep science. Our results demonstrated that neural network models outperform traditional machine learning methods and heuristic models for both sleep-wake and sleep-stage classification. Convolutional neural networks (CNNs) and long-short term memory (LSTM) networks were the best performers for sleep-wake and sleep-stage classification, respectively. Using SHAP (SHapley Additive exPlanation) with Random Forest we identified that frequency features from cardiac sensors are critical to sleep-stage classification. Finally, we introduced an ensemble-based approach to sleep-stage classification, which outperformed all other baselines, achieving an accuracy of 78/2% and F1 score of 69/8% on the classification task for three sleep stages. Together, this work represents the first systematic multimodal evaluation of sleep-wake and sleep-stage classification in a large, diverse population. Alongside the presentation of an accurate sleep-stage classification approach, the results highlight multimodal wearable sensing approaches as scalable methods for accurate sleep-classification, providing guidance on optimal algorithm deployment for automated sleep assessment.

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This Block Walk will be covering the areas from McKinley down to Cherry on north 6th Ave. Looks as though the neighborhood could use some help! It’s going to be a warm day so we’re starting early, arrive when you can.


I am a single father of 5 amazing kids who grew up in Missouri on a 4 generation family farm. With a love for the outdoors and a love for helping veterans and those with disabilities find healing and purpose in the outdoors, I founded Peterson Outdoors in 2006. In 2021 it became a non-profit organization known as Peterson Outdoors Ministries. Peterson Outdoors Ministries provides outdoor recreational therapy for injured and recovering veterans and their families as well as youth and adults with disabilities or terminal illness.

Social Life Magazine is the premier luxury publication for the Hamptons, celebrating 17 years of print. This issue features Jean Shafiroff.


Legacy automakers compete with startups that are designed to lose tons of money for years. But legacy automakers do need to make a profit. Legacy automakers are going to get underpriced by companies that will purposefully generate losses in order to gain market share – in order to gain scale, the mantra of investor-funded startups these days. Along the same principle as Uber’s strategy to undercut taxi fares and generating huge losses that continue to this day, and thereby becoming the biggest taxi enterprise in the world, and also the one with the biggest losses. Legacy taxi companies that couldn’t afford to lose money for years didn’t fare well.

Too many myths exist about the risk, contraction and treatment of breast cancer. It's time to put five of them to rest.

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Although self-tracking offers potential for a more complete, accurate, and longer-term understanding of personal health, many people struggle with or fail to achieve their goals for health-related self-tracking. This paper investigates how to address challenges that result from current self-tracking tools leaving a person’s goals for their data unstated and lacking explicit support. We examine supporting people and health providers in expressing and pursuing their tracking-related goals via goal-directed self-tracking, a novel method to represent relationships between tracking goals and underlying data. Informed by a reanalysis of data from a prior study of migraine tracking goals, we created a paper prototype to explore whether and how goal-directed self-tracking could address current disconnects between the goals people have for data in their chronic condition management and the tools they use to support such goals. We examined this prototype in interviews with 14 people with migraine and 5 health providers. Our findings indicate the potential for scaffolding goal-directed self-tracking to: 1) elicit different types and hierarchies of management and tracking goals; 2) help people prepare for all stages of self-tracking towards a specific goal; and 3) contribute additional expertise in patient-provider collaboration. Based on our findings, we present implications for the design of tools that explicitly represent and support an individual’s specific self-tracking goals.


I think so. The Nuvi 350 has storage for all USA and Canada maps which (myguess) takes up about 1/2 gigabytes or so. Then it has 700 megsof user memory for more maps, music, or audio books. Ifthis is not enough, you can add an optional SD memory card which is nowavailable up to 2GBytes for about $100. We think just the built in memory willbe enough for most users.

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Thisis a problem with the Navteq map priorities and is true of other Navteqequipped units as well. Overall, the NuVi performsas well and often better than other Car Navigators we have used. Navteqtells me that MAP PROBLEMS WILL be looked at if users will go to andfill out the report form.


Alternatively, you can pick them and make your own bouquet. Haven Flower Farm in Kennewick celebrated its grand opening Saturday morning. Dozens walked through the flower fields choosing different types of flowers for their personal bouquets.

Here we are coming up on our first post-pandemic rodeo (Toppenish Rodeo*, July 2nd and 3rd), and I, for one, am kind of excited. I would be WAY MORE excited if we weren't expecting the heatwave to continue, reaching 105 degrees both Friday and Saturday, but nevertheless, I'm just thrilled to be at my first rodeo in nearly 15 years! If you've been to one rodeo, you have not exactly been to them all because each one is different, of course.


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Exploiting the capabilities of smartphones for monitoring social anxiety shows promise for advancing our ability to both identify indicators of and treat social anxiety in natural settings. Smart devices allow researchers to collect passive data unobtrusively through built-in sensors and active data using subjective, self-report measures with Ecological Momentary Assessment (EMA) studies. Prior work has established the potential to predict subjective measures from passive data. However, the majority of the past work on social anxiety has focused on a limited subset of self-reported measures. Furthermore, the data collected in real-world studies often results in numerous missing values in one or more data streams, which ultimately reduces the usable data for analysis and limits the potential of machine learning algorithms. We explore several approaches for addressing these problems in a smartphone based monitoring and intervention study of eighty socially anxious participants over a five week period. Our work complements and extends prior work in two directions: (i) we show the predictability of seven different self-reported dimensions of social anxiety, and (ii) we explore four imputation methods to handle missing data and evaluate their effectiveness in the prediction of subjective measures from the passive data. Our evaluation shows imputation of missing data reduces prediction error by as much as 22%. We discuss the implications of these results for future research.

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AUTOZOOM zooms thescreenin and out automatically as you approach waypoints and turns so youalways have time to makedecisions. The data windows (center top, lower right, and lowerleft screen) show details of the turn and distance to theturn as youapproach.


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Jodi was raised on a farm in central New Jersey and began hunting, fishing and spending time outdoors from an early age. She's now married and living outside of Denver, Colorado with her husband and teenage daughter. The whole family loves getting out to hike, bike, hunt, fish - whatever it is, it's good as long as it's outside!


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Firefly Publicity's owner, Kim Emery, is a strategic thinker and proven communicator. She has worked as a reporter, an agency executive and an international marketing communications manager. Working with both small and large budgets, she has launched new brands, participated in celebrity gifting at the Sundance Film Festival and negotiated product placement in films. Kim's experience includes marketing for start-ups as well as established international companies. She has hired and managed public relations firms and advertising agencies in the US, Europe and Asia. Her focus is on the outdoor segments of hunting, fishing and outdoor recreation.


Air pollution is a global health threat. Except static official air quality stations, mobile sensing systems are deployed for urban air pollution monitoring to achieve larger sensing coverage and greater sampling granularity. However, the data sparsity and irregularity also bring great challenges for pollution map recovery. To address these problems, we propose a deep autoencoder framework based inference algorithm. Under the framework, a partially observed pollution map formed by the irregular samples are input into the model, then an encoder and a decoder work together to recover the entire pollution map. Inside the decoder, we adopt a convolutional long short-term memory (ConvLSTM) model by revealing its physical interpretation with an atmospheric dispersion model, and further present a weather-related ConvLSTM to enable quasi real-time applications.

Ubiquitous computing requires robust and sustainable sensing techniques to detect users for explicit and implicit inputs. Existing solutions with cameras can be privacy-invasive. Battery-powered sensors require user maintenance, preventing practical ubiquitous sensor deployment. We present OptoSense, a general-purpose self-powered sensing system which senses ambient light at the surface level of everyday objects as a high-fidelity signal to infer user activities and interactions.


Lifetime westerner, outdoorsman, backcountry hunter, fisherman, conservationist, professional scientist. Master of Science - Resource Management. Today a world traveling, professional outdoor photographer, content provider to the outdoor hunting, travel and recreation industry, magazine photo editor.

The premium protein and butter operation will feature a suite of state-of-the-art technologies and strategies that will reduce greenhouse gas emissions. Darigold invested approximately $500-million and has plans to.


My writing career began in 1972, when the Marine Corps sent me to J-school, following my tours in VN & ater as a Marine Drill Instructor. My published body of work comprises over 2,000 articles, essays, short stories and poems plus 7 books, fiction/nonF w/multiple writing/photo awards. I hold multiple college degrees including an MA in English.

TERs &gt10 = low risk; TERs &lt1 = high risk) indicate a low acute risk to algae and a high risk to these organisms. The TER for fish was between 1 and 10, indicating an intermediate risk. In such risk situations the use of a "no-spray" restriction zone next to surface waters may reduce the risk to such aquatic invertebrates. For example, arable spray drift at 5 m from the edge of boom is 0/6% (Ganzelmeier et. al , 1995). Based on this 5-m drift data, the PEC is 0/002 mg/litre and results in a 5-m TER of 45 for fish.


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To this end, we provide the first attempt to design an effective and efficient scheduling algorithm for the dynamic public resource allocation. We formulate the problem as a novel multi-agent long-term maximal coverage scheduling (MALMCS) problem, which considers the crowd coverage and the energy limitation during a whole day.


I am a die-hard hunter and third generation Montanan. If it isn't hunting season I am hiking, fishing, camping, or photographing someplace wild.

However NuVi's screen is very readable in bright sunlight, darkand all in between. We had no problems with screen readability.


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The shift to EVs will remain a giant money-suck for legacy automakers for years to come. Both GM and Ford have announced investments exceeding $20 billion each over the next few years in order to get their EV programs off the ground. This includes developing the hardware and software, and converting manufacturing plants to EV production. Volkswagen said it would invest $86 billion into its EV and related programs over five years.


Existing Internet of Things (IoT) solutions require expensive infrastructure for sending and receiving data. Emerging technologies such as ambient backscatter help fill this gap by enabling uplink communication for IoT devices. However, there is still no efficient solution to enable low-cost and low-power downlink communication for ambient backscatter systems. In this paper we present Glaze, a system that overlays data on existing wireless signals to create a new channel of downlink communication for IoT backscatter devices. In particular, Glaze uses a new technique that introduces small perturbations to existing signals to convey data. We evaluate the performance of Glaze and show how it can be used across wireless standards such as FM, TV, or Wi-Fi to communicate with devices with minimal impact on existing data transmissions.

Digital displays are a ubiquitous feature of public spaces; London recently deployed a whole network of new displays in its Underground stations, and the screens on One Time Square (New York) allow for presentation of over 16, 000 square feet of digital media. However, despite decades of research into pervasive displays, the problem of scheduling content is under-served and there is little forward momentum in addressing the challenges brought with large-scale and open display networks. This paper presents the first comprehensive architectural model for scheduling in current and anticipated pervasive display systems. In contrast to prior work, our three-stage model separates out the process of high level goal setting from content filtering and selection. Our architecture is motivated by an extensive review of the literature and a detailed consideration of requirements. The architecture is realised with an implementation designed to serve the world’s largest and longest-running research testbed of pervasive displays.


Pasco police are using the slogan, "If it goes up or blows up it's not allowed". And I'm pretty sure that we all know the fireworks rules in Kennewick, Richland, and Pasco are different than in West Richland. But West Richland still has plenty of rules, and you could be fined up to $1000 if you don't comply. I live in West Richland and we love the show our neighbors and surrounding neighborhoods put on. But we hate it for our dog! We sit in our backyard and watch the show for hours. It's crazy how non-stop it is once it gets going. Almost like 'battle of the neighborhoods. There will be a huge display a few blocks over, then my neighborhood answers in kind. Many of these mortars and shells are Disney-quality fireworks. I'm not even sure if all of them are legal in West Richland.

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Northern Vermont native; Virginia resident. Past three-term board member, SEOPA and association Business/Finance Committee chair for 7 years. Current President, Association of Great Lakes Outdoors Writers.


When notrouting, a "Driving Status"line on the Map display indicates suchinformation as "Driving South on Roswell Road toSandy Springs". This can be quite useful in cities (redirected here) where you don'texactly know which street you are on. Also as you are driving, the nameof each approaching side street is displayed allowing finding sidestreets in the dark.

This may seem unfair, but that’s how it is these days. Automakers will have to compete on that basis, and that means only one thing.


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Born and raised in Hollywood, California, Allan has worked in the film & television industry for over 30 years. A veteran of the United States Marine Corps & decorated former California Firefighter/Paramedic, this experience led to the creation of a multi awarding winning video production company that has taken him around the world from Indigenous countries, hostile territories & 3rd World Countries.

Streetpricing of the NuVi is about US$450 or lessand includes: NuVi GPS unit, speaker/powercable, Pre-Installed CityNavigator 7-NT, Suction cup mobilemount, USB data interface and cable, AC 12vdcPSU for automobile use, quick referenceguide and other documentation. The complete manual is downloadable fromthe Garmin website.


TheNuVi has NOtrack log system whatsoever. It does NOT have a "cookie trail"feature showing where you have been.

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You might know a street name as AC Lewis Road, AcLewis Road, or A C Lewis Road or Baywater or Bay Water orBaewater and the spelling may/may not match thelocal convention. The user MUST spell it like theGarmin/Navteqdatabase or the address cannot be found. This can lead to notbeing able to find a street that you know is there. Navteqtells us that their convention is to runinitials together and use caps, so you might try that if you getstumped with a street name with initials. For a street addresswith a highway number, try just the number such as 32 (not HWY32). Just put in the MAJOR parts of the street name. That is keyin PACES instead of Paces Ferry or West Paces Ferry Road and youmay be pleasantly surprised.


You can (presently) add just ONE inthe NuVi. You can select Vias fromWaypoints, StoredAddresses, POIs, etc.

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We conducted participatory studies to obtain a set of versatile commands and corresponding gestures. We subsequently trained an SVM model to recognize these gestures and achieved a mean accuracy of 95/5% on 15 classifications. Evaluation results showed that our ring interaction is more efficient than some baseline phone interactions and is easy, private, and fun to use.


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Two common approaches for automating IoT smart spaces are having users write rules using trigger-action programming (TAP) or training machine learning models based on observed actions. In this paper, we unite these approaches. We introduce and evaluate Trace2TAP, a novel method for automatically synthesizing TAP rules from traces (time-stamped logs of sensor readings and manual actuations of devices). We present a novel algorithm that uses symbolic reasoning and SAT-solving to synthesize TAP rules from traces. Compared to prior approaches, our algorithm synthesizes generalizable rules more comprehensively and fully handles nuances like out-of-order events. Trace2TAP also iteratively proposes modified TAP rules when users manually revert automations. We implemented our approach on Samsung SmartThings. Through formative deployments in ten offices, we developed a clustering/ranking system and visualization interface to intelligibly present the synthesized rules to users. We evaluated Trace2TAP through a field study in seven additional offices. Participants frequently selected rules ranked highly by our clustering/ranking system.


However, despite their clear potential, the uptake of ubiquitous technologies into clinical mental healthcare is rare, and a number of challenges still face the overall efficacy of such technology-based solutions. The goal of this workshop is to bring together researchers interested in identifying, articulating, and addressing such issues and opportunities. Following the success this workshop in the last four years, we aim to continue facilitating the UbiComp community in developing novel approaches for sensing and intervention in the context of mental health.

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Dedicated hunter, angler and trapper. I enjoy sharing my passion for the outdoors with fellow sportsmen and women. When I am not in the woods or water, I am enjoying my time with my wife and five children.


Born in Georgia, Wm. Hovey Smith worked throughout North America as a Geologist and wrote hunting articles between jobs. More recently he returned home to Georgia where he continues to produce books, radio shows, YouTube videos and consult to the outdoor industry.

In the US, Tesla is the dominant EV maker, and other automakers have to dance to its pricing tune. If Tesla cuts, they have to cut. Legacy automakers have been targeting Tesla’s older price points with their competing models, and they now have to rejigger their pricing downward.


Yay, it's summer time which means the kids are looking for some fun things to get into. Why not enroll them in a fun summer camp (or two or three) to keep them busy and entertained. I previously wrote an article about some art summer camps that I discovered were.

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CanI use it for Autorouting in Europe same as MetroGuide USA 4 can be usedfor Autorouting in the USA? No. MetroGuide Europe hasautorouting capability but ONLY in the PC. MetroGuideAustralia is not able to autoroute on either the PC or in a CarNavigator GPS. The initial edition of MetroGuide USA4 was equipped withautoroutecapability because (at that time) CityNavigator USA did not havecomplete USA map coverage.


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Personal informatics systems for the work environment can help improving workers’ well-being and productivity. Using both self-reported data logged manually by the users and information automatically inferred from sensor measurements, such systems may track users’ activities at work and help them reflect on their work habits through insightful data visualizations.

Justin is an avid sportsman and devoted conservationist. His biggest passions as an outdoorsman are spending time with his bird hunting dog Gomer and spending time in a tree stand with a bow in his hand and camera at his side. Justin grew up in west-central Wisconsin where his father introduced him to the excitement and benefits the outdoors offer. Over the years, Justin became a very successful hunter and fisherman. Justin joined POMA in 2021 and soon after became a POMA intern. Justin joined the National Shooting Sports Foundation team in 2021 and is now the manager of social media for the organization. Justin was proud to serve on the POMA Board of Directors from 2021-2021. Justin lives in Wisconsin and is developing his country homestead to be a wildlife haven and a place where people come together to learn about and enjoy nature.


Wearable computing platforms, such as smartwatches and head-mounted mixed reality displays, demand new input devices for high-fidelity interaction. We present AuraRing, a wearable magnetic tracking system designed for tracking fine-grained finger movement. The hardware consists of a ring with an embedded electromagnetic transmitter coil and a wristband with multiple sensor coils. By measuring the magnetic fields at different points around the wrist, AuraRing estimates the five degree-of-freedom pose of the ring. We develop two different approaches to pose reconstruction—a first-principles iterative approach and a closed-form neural network approach. Notably, AuraRing requires no runtime supervised training, ensuring user and session independence. AuraRing has a resolution of 0/1 mm and a dynamic accuracy of 4/4 mm, as measured through a user evaluation with optical ground truth. The ring is completely self-contained and consumes just2/3 mW of power.

According to the noted geologist Ellen Morris Bishop, the Blue Mountains of Northeastern Oregon began their life as a volcanic archipelago 400 million years ago. Only during the Ice Age did glaciers advance to scour bedrock, erode valleys and sculpt tall mountain peaks. Examples of such activity can be found in the Lake Basin of the Wallowa Mountains.


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We've discussed what we're running our air conditioners at and this weekend I discovered a SUPER simple way to keep your pet's outside bowl cool! Use the lid of a cooler :) Make sure you are watering early in the morning and again late in the evening if you've noticed your flowers or pumpkin leaves are wilting. The hanging baskets are LOVING four-a-day waterings and my eyes, when I can stand the heat outside are taking in all the beauty but that wasn't the only thing I tried this weekend!

A recent topic of considerable interest in the “smart building” community involves building interactive devices using sensors and rapidly creating these objects using new fabrication methods. However, much of this work has been done at what might be called hand scale, with less attention paid to larger objects and structures (at furniture or room scales) despite the fact that we are very often literally surrounded by such objects. In this work, we present a new set of techniques for creating interactive objects at these scales. We demonstrate the fabrication of both input sensors and displays directly into cast materials — those formed from a liquid or paste which solidifies in a mold; including, for example: concrete, plaster, polymer resins, and composites.


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Vaznis graduated cum laude from the University of Massachusetts at Amherst and later earned his MSW from Tulane University Graduate School in New Orleans. He now lives on a farm in upstate New York with Grizz, a 30-pound woodchuck with a voracious appetite for the neighbors’ gardens. He has published three books on hunting and a western novel.

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Forecasting the fire risk is of great importance to fire prevention deployments in a city (click over here now), which can reduce loss even deaths caused by fires. However, it is very challenging because fires are influenced by many complex factors, including spatial correlations, temporal dependencies, even the mixture of these two and external factors.


To mark a waypoint you would need to have the antennaout, then touch the map and at the bottom of the screen youwill see a Save button. Whenever you first touch the screen thearrow will not go to where you touched but stays over your then currentposition. Therefore, you can mark your current location this wayby then pressing the SAVE key. After you touch the screen aSECOND time, you can placethe arrow anywhere else you want andmark a waypoint at other places by pressing SAVE.

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I've done it and I know you've done it. I love watching the Cal Ripken World Series in the comfort of my home on the TV and now we've got a Cal Ripken team in Kennewick going all the way to the tournament. You can help these kiddos go all the way to #1.

Hi, I live in Athens, Alabama with my wonderful husband Larry. He is an avid fisherman and I like to dabble with it. We have eight grandchildren that we love to spoil.


EV prices are already getting cut. Under pressure from the dozens of EV models coming on the market, Tesla already cut prices in 2021.

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I'm the son of a decorated Korean War veteran who helped liberate South Korea from the Communists, 1951-52. Smallmouth bass and greenside darters in a tiny creek on the Ohio-Indiana stateline made a foundational impression on my morals. My wife and I have three children who enjoy fishing, hunting and backpacking. My Eagle Scout son follows in his parents' footsteps as a student at New Mexico State University.


The NuVi does notsupportNMEA-0183, DHCP or RTCM. Garmin has includedconnectivity for its Custom POI program and for the ability to accessthe 700meg user memory and the SD card memory as USB hard drives. There are no other connectivity options as far as we cantell.

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Maximizing the motor practice in stroke survivors’ living environments may significantly improve the functional recovery of their stroke-affected upper-limb. A wearable system that can continuously monitor upper-limb performance has been considered as an effective clinical solution for its potential to provide patient-centered, data-driven feedback to improve the motor dosage. Towards that end, we investigate a system leveraging a pair of finger-worn, ring-type accelerometers capable of monitoring both gross-arm and fine-hand movements that are clinically relevant to the performance of daily activities.


Tesla isn’t cutting prices because it wants to make less money. It’s cutting prices to defend its market position and its sales against the new competition coming on the market that is specifically targeting its models.

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I've decided that from now on, I want to live in the lap of luxury. We've only got one life to live so why not make it extravagant, opulent, and over the top FUN? If you live in Yakima and want to enjoy some of the finer things in life that you know the wealthy residents are enjoying, here's a sneak peek at what they're up to. I've been taking notes!

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Our quantitative findings demonstrate strong face and convergent validity of the finger-worn accelerometers, and its responsiveness to changes in motor behavior. Our qualitative findings provide a detailed account of the current rehabilitation process while highlighting several challenges that therapists and stroke survivors face. This study offers promising directions for the design of a self-monitoring system that can encourage the affected limb use during stroke survivors’ daily living.


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Larry Chesney has spent the past 40 years as a copywriter and broadcast producer for ad agencies in the Carolinas. He has also spent the past 30 years writing for several magazines, primarily SPORTING CLASSICS where he is now a senior editor. Larry has won numerous awards in both the advertising and outdoor communications industries. He enjoys hunting most anything that's legal with bow, rifle and shotgun, and fishing for any species that will bite fly, plug or cricket.

The Insight Sessions Series will allow all POMA members to have access to these valuable sessions, on-demand

Listed "Attractions" include theme parks, museums, schools, parks andsuch. The listings were quite satisfactorythough the placement of a particular restaurant orgas station might vary plus or minus a few hundred feet(sometimes more) from the actual location. This feature could be very handy in a strange city. Do not beoverly surprised at imperfections such as your favorite restaurantbeing missing or some restaurant that is out of business for 5 yearsstill being in the POI list. The POIs come from a multitude ofdata sources and it is simply impossible to insure accuracy with theresources available for the task.


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A lifelong bird hunter and angler. My first feature article was published in 2002. I have 8 years retail firearms experience and am certified as a NSCA Level I Sporting Clays instructor. I just recently began copywriting for the outdoor industry.


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Then, I was offered a job too appealing to turn down, & I went home to Minnesota. After several months, the Covid pandemic struck and I was missing the Tri-Cities. During this time, I was offered a job with Townsquare Media, back in the Tri.

They want to ramp up. And they’re going to do it on price. Pickups are the low-hanging and juiciest fruit because of their high prices. With their frame rails and their higher weight, pickups are ideally suited for EVs. And electric motors have flat torque curves, which is ideal for towing. Ford, GM, and Fiat-Chrysler are all coming out with full-size e-pickups to defend their turf.


If you've got kids, you are always looking for activities for them to partake in but sometimes you hit a brick wall on ideas. Don't worry, we've got you covered with 20 activities that your kids and you'll both love. We've compiled a list of local things and a few note-worthy day road trips that are worth the drive to check out.

Ultra-fat profit margins in the Oligopoly of ICE pickup trucks are being targeted by EVs. Everyone is entering the EV pickup space. The way to reach scale is to undercut competition on price. ICE pickups have been where Ford, GM, the former Fiat-Chrysler, and Toyota have made much of their money in the US. These are hugely profitable model lines with high prices and relatively low production costs, and legacy automakers didn’t challenge each other on price. There was enough for everyone, the thinking went, leading to obscene profit margins that everyone loved, and that all automakers bragged about in their earnings calls. And Americans were willing to pay those profit margins.


Great news for citizens of Richland who need to escape the triple-digit heat. The City has opened numerous locations for people to escape the hot temperatures. You can visit places like the library to community pools, City Hall, and the Community Center. The City of Richland has posted a listing.

Can I operate StreetAtlas 9 or 2003externally with a PC and using NuVi for the Position data? No. NuVi does not have NMEA output.