Data providers abound in the GIS and geospatial industry. Choices range from mapping, built and natural terrain modeling, survey, GIS/LIS technologies, geospatial web, and asset inventory, mapping, geodetic and engineering surveying, photogrammetry, satellite imagery and real-time satellite data, remote sensing, aerial and ground-based LiDAR surveys, geographic and land information systems (GIS/LIS), 3D scanning, and spatial computing and analysis and much more.
Esri announced the launch of its Africa GeoPortal, #AfricaGeoPortal, a cloud-based platform that provides rich content and solutions from Esri and its partners for those wanting a vast resource for African nations.
Data providers abound in the GIS and geospatial industry. Choices range from mapping, built and natural terrain modeling, survey, GIS/LIS technologies, geospatial web, asset inventory, mapping, geodetic and engineering surveying, photogrammetry, satellite imagery and real-time satellite data, remote sensing, aerial and ground-based LiDAR surveys, geographic and land information systems (GIS/LIS), and spatial computing and analysis, data provided by drones, and much more.
McMurdo Station Iceberg, Antarctica, NASA, taken from a small sat.
Recently, ArcGIS Pro specialists at the company Mapillary answered a few questions for GISCafe Voice:
How long has Mapillary been in existence? What is its primary focus?
Mapillary is a street-level imagery platform powered by collaboration and computer vision. The company was founded in 2013.
Mapillary combines images from any device into a visualization of the world to generate data for improving maps, developing cities, and progressing the automotive industry. Mapillary’s tools enable anyone to collect, share, and use street-level images. Computer vision technology reconstructs locations in 3D and recognizes objects from the images to generate map data at scale. Today, people and organizations all over the world have contributed over 250 million images toward Mapillary’s mission of helping people understand the world’s places through images and making this data available.
What does the new Mapillary for ArcGIS Pro beta contain – what are its primary features?
The Beta focuses on bringing Mapillary public imagery into ArcGIS Pro. In short, it lets customers:
view Mapillary imagery as visual reference,
view, edit, and create features in street-level imagery,
compare imagery to see how places change over time.
What was in the previous release and why did you make certain feature upgrades?
The latest version, available in Public Beta, contains the same general functionality as earlier releases. However, we’ve made considerable performance improvements.
Earlier releases of Mapillary for ArcGIS Pro faced a challenge when rendering the large number of features required to show our imagery coverage. Our previous method of serializing vector tiles into a feature layer came coupled with a decrease in performance. For the Public Beta, we’ve notably increased performance and reduced system overhead by serving vector tiles directly into ArcGIS Pro. This means a faster and more efficient experience using Mapillary Imagery from the add-in.
Is a specific type of camera used?
The imagery on Mapillary is contributed collaboratively by Mapillary users all over the world: individuals, companies, non-profits, and governments. The platform is device-agnostic so every contributor uses a camera setup that suits them best, from Mapillary mobile apps to action cameras to professional 360-degree cameras.
What kind of geotagging of photos is used?
The Mapillary mobile apps (including integrations with some common action and 360-degree cameras) save location information into the image EXIF during capture and is then uploaded to Mapillary directly via the app. In addition, any geotagged images can be uploaded with help of our web uploader or command line tools. It’s also possible to upload image files together with a .gpx file that’s used for geotagging during the upload process. (more…)
This week’s GIS news includes a wide variety of announcements, from IBM’s PAIRS Geoscope to redistricting data from Caliper, of the 2018 edition of Congressional Districts.
There is a great need for services that facilitate working with large amounts of geospatial data from disparate sources. IBM addresses that need with their announcement of PAIRS Geoscope, a new experimental cloud-based service that makes it easier for developers to work with large amounts of geospatial data from across a wide variety of sources. The service handles ingesting, integrating and managing the data and allows developers to focus on their queries.
Recently, I began to receive maps pertaining to income, immigration, unemployment and related impacts. It made me consider putting together these maps to show a broader story of what these maps can show us in terms of current as well as historical timelines in terms of income or lack thereof. The following maps also displays communities where the highest number of non-citizen residents and DACA recipients live.
2017 tested the resilience of geospatial technologies with many natural disasters. In reviewing the year, we take a look at products, services and technologies that moved the industry forward and responded eloquently to geospatial need.
Disaster response, weather tracking, and predictive weather analysis drove a great deal of development and put to the test those technologies in place for just such eventualities.
Other areas of interest include new developments in sensors, location and Big Data, small sats, mobile mapping and 3D models for indoor mapping, autonomous driving, and building smart cities.
Under the Weather
In an interview with URISA’s GISCorps founder Shoreh Elhami and URISA executive director Wendy Nelson, they offer a broader understanding of what GISCorps is about and how it can help with natural disasters.
Is ArcGIS Online able to generate a setting for help, i.e., website, app, or whatever resource might be needed, during a natural disaster event? And how soon might that be available to the public?
ArcGIS Online (AGO) can be used to create a variety of story maps. Those story maps as well as any AGO based web apps can be embedded in any website and very quickly. A good example of that is the web app that our volunteers embedded in Fort Bend County’s website on road closures. Another example is a story map that was built by NAPSG shortly after the disaster, our volunteers also assisted with that project.
How has the GIS relief effort for Hurricane Harvey been handled by GISCorps so far and what are the plans going forward?
26 of our volunteers have been working on mapping road closures in Fort Bend County. The information originates from County’s website, emails, and also tweets. The Web app has been helpful to residents, first responders, and the county staff. The project was lead by two of our volunteers who worked with GISCorps Core Committee members on managing the project. The Center for Disease Control (CDC) also requested the assistance of a GIS programmer to pull data from the FEMA site on an ongoing basis. The GISCorps Recruitment team selected a volunteer within 30 hours and put the volunteer in contact with CDC. We also asked our volunteers to contribute to NAPSG story map. We are currently on stand-by and ready to assist with other projects at this time, be it for Harvey or Irma.
Hurricane Harvey weather map
How do the projects for Hurricane Harvey and Katrina differ or are they the same? What are the priorities?
Quite different. For Katrina, we deployed 30 volunteers onsite, the option to assist remotely didn’t even exist. Volunteers packed up their bags, laptops, and other essentials and head over to the affected areas within a couple of days. For Harvey (and many other disasters of the past few years), we haven’t had to send anyone anywhere. Volunteers work from their home or offices and have been effective in different ways. For Katrina, the priority was to help with the rescue efforts at first (locate people under stress and report to the coast guard) and then, the recovery phase began where volunteers made 100’s of maps and conducted lots of analysis). For Harvey, crowd sourcing and information from social media have become major sources of information for developing interactive maps to first responders and other affected population.]
Tom Jeffrey, CEO of CoreLogic, a leading global property information, analytics and data-enabled solutions provider, talked about their analysis for the flooding and storm surge as a result of Hurricane Harvey. (more…)
Dr. Joseph Kerski, Ph.D., GISP, Education Manager for Esri, spoke with GISCafe Voice about GIS Day events and his trip to University of Central Florida (UCF) to participate in GIS Day 2017 there. Coordinating the UCF event is Dr. Timothy Hawthorne, Assistant Professor of Geographic Information Systems, Principal Investigator, NSF Citizen Science GIS REU Site for UCF.
This week the news hit close to home: my son was working in the Manderley Bay Hotel when the shooter opened fire on Route 91 Harvest festival in Las Vegas outside. He was safe thank God, but terribly shaken by the event as visitors poured into the hotel with panicked stories and later, the hotel was in lockdown for several hours. The level of fear and panic generated by this event was hard to contain as most people didn’t know what was happening and heard only shots coming from up high.
Rather than rehashing the news here, which everyone has read already via TV or popups on their phones, I’m going to blog through maps that show factual information on this and other recent disasters that have hit close to home, both manmade and natural. Maps put events in perspective, take one incident out of isolation and place it in context.
From The Guardian: The United States owns way, way more guns per capita than the rest of the world. And the best research on gun violence suggests that’s probably contributing to our homicide problem — as exemplified by Sunday night’s horrific shooting.
Here’s a map of firearm ownership around the world, using 2012 data compiled by The Guardian. The United States has nearly twice as many guns per 100 people as the next closest country, Yemen — 88.8 guns per 100 as opposed to 54.8 in Yemen:
We have also the aftermath of the devastation from three hurricanes making landfall in the U.S., Mexico and the Caribbean, including Puerto Rico, U.S. Virgin Islands, Barbuda and others, plus an earthquake in Mexico. Fortunately maps are abundant in the GIS world for tracking and analysis of the events, plus disaster recovery efforts.
In many parts of the world people do not have physical addresses, nor defined property boundaries. The importance of identifying location by addressing/location with just three words is brought to light in this video by what3words:
This Esri Interactive Map presents the enriched Shakemap of the M 7.1 Earthquake near Puebla, Mexico to show the potential impact to population and households in the area.
Clicking on the shaded areas allows you to view the impact for that intensity:
Orange (very strong): 447k total population; 114k total households
Yellow (strong): 10.2m total population; 2.6m total households
Green (moderate): 8.7m total population; 4.8m total households
Blue (light): 43.1 total population; 10.8m total households
While there are still many places that are not on the radar of technology after catastrophic events such as hurricanes, cyclones and earthquakes, map technology may be used to locate victims and learn where to provide desperately needed services. From company materials: Esri is supporting organizations that are responding to hurricane/cyclone disasters with software, data, imagery, project services, and technical support. If you are in need of software or support, complete the Request Assistance form on the webpage above. All requests should be justified in the message section of the form and are subject to approval.
Web mapping applications related to Hurricane Maria provided from the Esri Disaster Response Program and agencies involved in response to and monitoring of the hurricane. There is also an identical page for Hurricane Irma.
CrowdRescueHQ is an organization powered by volunteers, who gather data from social media to support rescue efforts and victims of natural disasters. This CrowdSourceHQ Observations dashboard is updated every half-minute and displays latest observations reported in Puerto Rico related to Hurricane Maria.
Woolpert, working under two separate contracts that had very technically different requirements, collected and posted high-resolution, before-and-after imagery of areas in Florida affected by Hurricane Irma to assist with flooding and damage assessment.
From company materials: Miami-Dade County contracted with Woolpert for post-storm imagery as Hurricane Irma approached, while Woolpert’s work with the Florida Department of Transportation (FDOT) is part of an existing five-year, statewide contract for emergency mapping services.
“Miami-Dade wanted imagery from after the event, documenting damage assessment, while FDOT wanted to see how high the water got at the peak of the flooding to gain current flood conditions,” Woolpert project manager Mike Zoltek said. “For FDOT, we captured 1,000 square miles of imagery along the St. Johns River in a single day as the water was cresting. The imagery was collected across four counties—St. Johns, Duval, Putnam and Clay—from Palatka to Jacksonville.”
The FDOT project is complete, while the Miami-Dade project continued as weather allowed throughout the week.
The collections have included 6-inch and 1-foot ground sampling distance (GSD) orthoimagery. The smaller the GSD, the higher the image resolution. As part of this process, Woolpert captured aerial imagery, processed the data, paired it with comparable imagery collected prior to the hurricane, delivered it to clients and posted it on a before-and-after online slider for use by anyone affected by the disaster.
The resulting online maps, aggregated with data from the National Oceanic and Atmospheric Administration (NOAA) and Google, enable viewers to look up an address, navigate to an area of concern, and zoom in and out.
Woolpert, whose planes had just returned from mapping the devastation in Houston after Hurricane Harvey when contacted by Miami-Dade, credited the county for preparing for recovery efforts before the storm hit.
Two Koreas Story Map
Two Koreas
Tensions between the U.S. have escalated rapidly, with a lot of chest thumping and threats of nuclear war. The conflict is not new, and has roots reaching all the way back to World War II. It is a conflict over control of the Korean Peninsula, pitting the North against the South.
While the Korean War of the early 1950s never formally ended, its aftermath has created starkly divergent worlds for those living on either side of the north-south divide. This Esri Story Map takes a look at life in the two Koreas; how such a night-and-day difference came to be; and offers some analysis of where the crisis could go from here.
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