The Convergence of Augmented Reality and GIS

Today is GIS Day, a day started in 1999 to showcase the many uses of geographical information systems (GIS). Earlier blog posts by Locus Technologies for GIS day have shown how GIS supports cutting-edge visualization of objects in space and over time. This year’s post explains how GIS supports augmented reality.

Augmented reality (AR) is a technology that enhances how we experience the real world by overlaying your surroundings with computer-generated objects. It differs from virtual reality (VR) because in VR, everything you see is computer generated, but in AR, the majority of what you see is real – your experience of reality is enhanced (augmented) but not totally replaced.

You are probably familiar with one AR application already if you watch American football. The ‘virtual’ first down line that appears on field before each play is projected there by computer and is not really painted on the field. If you follow soccer (or football to the rest of the world), AR is used by a Video Assistant Referee (VAR) to objectively determine tight offsides decisions. Digital lines are drawn across the field to show whether or not attackers are illegally past the last defender or not. Another AR example is the popular game Pokémon Go that shows cute virtual creatures in your living room or your front yard.

To experience AR, you need something to project the non-real objects onto your view of the world. Many AR applications use mobile phones or other devices. An AR application uses the camera view to show you the world around you and then overlays virtual objects onto the view. Other devices such as head mounted displays, ‘smart glasses’, or even ‘bionic contact lenses’ can use AR, but have not been as popular as phones or other mobile devices. In contrast to AR, VR cannot be fully supported with just a mobile device and usually requires headsets to immerse you in a virtual world. Because of this need, AR is much less intrusive than VR is.

Countless other examples of AR already exist in many fields. A few selected applications include:

  • Online shoppers at some e-commerce sites can use smart devices to project furniture into their home to see how the pieces look before making a purchase.
  • Some clothing stores can project clothing onto shoppers’ bodies to check appearance without having to change clothes. These applications require the user to be in a special dressing booth with full body scanning capabilities.
  • Urban planners use AR to display how planned buildings, cell towers, wind turbines, and other structures would look in the existing space. Planners can walk the streets and view how proposed projects would alter the existing cityscape.
  • AR is used in manufacturing to display operation and safety instructions in a worker’s field of vision using head mounted displays, which circumvents the need to refer to bulky paper manuals.
  • Utility managers can see underground pipelines, water lines, sewer pipes, electrical lines, and other infrastructure projected below their feet.

So how does GIS relate to AR? There are three main uses of GIS in AR:

  • Location: Any AR application must know where the user is and where to place virtual objects. In most cases, full GIS capabilities are not needed; instead, the application accesses a GPS (global positioning system) to find locations. Consider the Pokémon Go application mentioned before. The game knows where the various Pokémon need to appear. When a user plays the game, it uses GPS to find the user, and then shows any Pokémon that are near the user based on their locations.
  • Layers: An AR application may need to show features that are not visible to the user, such as underground electrical lines, earthquake fault lines, property lines, or planned buildings. All these features can be stored as GIS map layers in the cloud and then displayed in the AR application as virtual overlays projected on the real world. Furthermore, a user could select a displayed item and view related attribute information in the GIS layer. For example, a user could view the condition, age, and repair status of a selected water pipeline.
  • Navigation: An AR application may also need to help a user get from point A to point B, for example in a crowded airport or in a large warehouse. Such navigation could be facilitated by showing virtual route markers and arrows on the real world.

Locus has been exploring environmental uses of AR and GIS by adding AR to Locus Mobile, which is the Locus app for collecting field data, completing EHS audits, tracking waste containers, and completing other tasks requiring users to gather data out of the office. Locus Mobile now features an AR mode to assist users when taking field samples. When the user activates AR mode, the app uses the camera to show the user’s immediate area. The app then puts multiple virtual markers on the display corresponding to sampling points located in that direction. As the user moves or rotates the phone to change the viewing area, the markers change to reflect the locations in the user’s line of sight. Clicking a marker provides more information including the location name and the distance from the user.

Locus Mobile uses all three ways to combine GIS with AR:

  • By using GPS to find the user’s location and the locations of nearby sampling points.
  • By using GIS to display the layer of sampling points.
  • By using GIS to assist with navigation to sampling points by showing distance and direction.

Here is a sample image from Locus Mobile showing three nearby sampling locations along with information about past events or measurements at the locations. The three blue banners are the augmented reality displayed on top of the view of the nearby surroundings.

Locus Augmented Reality

By using GIS and AR to assist users in finding sampling points, Locus Mobile makes field personnel more productive. Samplers can find field locations quickly and can easily pull up related information. Locus continues to explore using AR to expand the functionality of its environmental applications.


Interested in Locus’ GIS solutions?

Locus GIS+ features all of the functionality you love in EIM’s classic Google Maps GIS for environmental management—integrated with the powerful cartography, interoperability, & smart-mapping features of Esri’s ArcGIS platform!

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[sc_image width=”150″ height=”150″ src=”16303″ style=”11″ position=”centered” disable_lightbox=”1″ alt=”Dr. Todd Pierce”]

About the Author—Dr. Todd Pierce, Locus Technologies

Dr. Pierce manages a team of programmers tasked with development and implementation of Locus’ EIM application, which lets users manage their environmental data in the cloud using Software-as-a-Service technology. Dr. Pierce is also directly responsible for research and development of Locus’ GIS (geographic information systems) and visualization tools for mapping analytical and subsurface data. Dr. Pierce earned his GIS Professional (GISP) certification in 2010.

7 Useful Visualization Tools for Environmental Management

The ability to visualize your field and analytical data across maps, logs, and charts is a crucial part of managing environmental information. Locus makes it easy to visually display and export data for sharing in reports and presentations. We’ve compiled 7 of the most useful visualization tools in our environmental information management software.

Data Callouts

View your data in easy-to-read text boxes right on your maps. These are location-specific crosstab reports listing analytical, groundwater, or field readings. A user first creates a data callout template using a drag-and-drop interface in the EIM enhanced formatted reports module. The template can include rules to control data formatting (for example, action limit exceedances can be shown in red text). When the user runs the template for a specific set of locations, EIM displays the callouts in the GIS+ as a set of draggable boxes. The user can finalize the callouts in the GIS+ print view and then send the resulting map to a printer or export the map to a PDF file.

Locus GIS Data Callouts


Graduated Symbols

Locus GIS features high-quality and industry specific graduated symbols so that you can compare relative quantitative data on customizable maps. Choose graduated symbol intervals, sizes, and colors from a large selection of color ramps and create multiple layers for data analysis. It also features a location clustering option, ideal for large sites, a historical challenge for mapping.

Intellus GIS+ maps


Charting

Multiple charts can be created in EIM at one time. Charts can then be formatted using the Format tab. Formatting can include the ability to add milestone lines and shaded date ranges for specific dates on the x axis. The user can also change font, legend location, line colors, marker sizes and types, date formats, legend text, axis labels, grid line intervals or background colors. In addition, users can choose to display lab qualifiers next to non-detects, show non-detects as white filled points, show results next to data points, add footnotes, change the y-axis to log scale, and more. All of the format options can be saved as a chart style set and applied to sets of charts when they are created.

Screenshots of EIM chemistry plots menu with two sample plots


Time Sliders

Locus has adopted animation in its GIS+ solution, which lets a user use a “time slider” to animate chemical concentrations over time. When a user displays EIM data on the GIS+ map, the user can decide to create “time slices” based on a selected date field. The slices can be by century, decade, year, month, week or day, and show the maximum concentration over that time period. Once the slices are created, the user can step through them manually or run them in movie mode.

GIS+ time slider in action


Augmented Reality

Locate and identify inspection and/or monitoring locations on your mobile device. View real-time and historical environmental data to quickly find areas of interest for your chemical and subsurface data. Use your camera to get precise geotagged information for spills, safety incidents, historical chemical sources, subsurface utilities, or any other type of EHS data.

Locus Augmented Reality


Boring Logs

Create and display clickable boring logs of your sample data—using custom style formats and cross-sections. Show depth ranges, lithology patterns, aquifer information, and detailed descriptions for your samples.

Locus GIS+ boring logs on groundwater contour lines


Contours

Create and visualize custom contours using multiple algorithms. Because visualizations let you chunk items together, you can look at the ‘big picture” and not get lost in tables of data results. Your working memory stays within its capacity, your analysis of the information becomes more efficient, and you can gain new insights into your data.

Contour map for groundwater in Locus GIS+

 

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Send us your contact information and a Locus representative will be in touch to discuss your organization’s environmental data management needs and provide an estimate, or set up a free demo of our enterprise environmental software solutions.

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    Water Quality in the Cloud with Neno Duplan

    Locus Technologies founder and CEO Neno Duplan provides a wealth of experience on water quality in the cloud. Neno began cloud-based data work before any of us knew what the cloud even was. He does a great job explaining the steps needed to undertake and the significant benefits of a cloud-based digital transformation, and much more!

    5 Powerful Features of Locus Environmental Software

    Maybe you are a user of Locus’ Environmental Software (EIM) and are looking to get more out of our product. Or perhaps you are using another company’s software platform and looking to make a switch to Locus’ award-winning solution. Either way, there are some features that you may not know exist, as Locus software is always evolving by adding more functionality for a range of customer needs. Here are five features of our environmental software that you may not know about:

    1. APIs for Queries

    Locus expanded the EIM application programming interface (API) to support running any EIM Expert Query. Using a drag and drop interface, an EIM user can create an Expert Query to construct a custom SQL query that returns data from any EIM data table. The user can then call the Expert Query through the API from a web browser or any application that can consume a REST API. The API returns the results in JSON format for download or use in another program. EIM power users will find the expanded API extremely useful for generating custom data reports and for bringing EIM data into other applications.

    Locus EIM API

    2. Scheduled Queries for Expert Query Tool

    The Expert Query Builder lets users schedule their custom queries to run at given times with output provided in an FTP folder or email attachment. Users can view generated files through the scheduler in a log grid, and configure notifications when queries are complete. Users can scheduled queries to run on a daily, weekly, monthly, or yearly basis, or to run after an electronic data deliverable (EDD) of a specified format is loaded to EIM. Best of all, these queries can be instantly ran and configured from the dashboard.

    Scheduled Queries in Locus EIM

    Scheduled Queries in Locus EIM

    3. Chart Formatting

    Multiple charts can be created in EIM at one time. Charts can then be formatted using the Format tab. Formatting can include the ability to add milestone lines and shaded date ranges for specific dates on the x axis. The user can also change font, legend location, line colors, marker sizes and types, date formats, legend text, axis labels, grid line intervals or background colors. In addition, users can choose to display lab qualifiers next to non-detects, show non-detects as white filled points, show results next to data points, add footnotes, change the y-axis to log scale, and more. All of the format options can be saved as a chart style set and applied to sets of charts when they are created.

    Chart Formatting in Locus EIM

    Chart Formatting in Locus EIM

    4. Quick Search

    To help customers find the correct EIM menu function, Locus added a search box at the top right of EIM. The search box returns any menu items that match the user’s entered search term.

    Locus EIM Quick Search

    Locus EIM Quick Search

    5. Data Callouts in Locus’ Premium GIS Software

    When the user runs the template for a specific set of locations, EIM displays the callouts in Locus’ premium GIS software, GIS+, as a set of draggable boxes. The user can finalize the callouts in the GIS+ print view and then send the resulting map to a printer or export the map to a PDF file.

    Locus GIS+ Data Callouts

    Locus GIS+ Data Callouts

     

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    The City of Hillsboro, Oregon selects Locus Technologies for Water Data Management

    MOUNTAIN VIEW, Calif., 18 February 2021 — Locus Technologies (Locus) is pleased to announce that The City of Hillsboro Water Department, Oregon has selected Locus EIM to centralize their water data management. Hillsboro Water will utilize Single Sign-On (SSO) for added security and Locus Mobile for field data collection.

    Locus EIM is a leading cloud solution for streamlining water quality data. First developed in 1999, Locus EIM was the first SaaS solution for managing analytical data. Locus EIM is a robust solution for planning, collecting, analyzing, and reporting environmental data.

    Hillsboro Water manages four public water systems (Hillsboro, Cherry Grove, Butternut Creek, and the Joint Water Commission) for almost half a million customers, as well as Barney Reservoir. Locus EIM will be used to enhance the tracking and managing of Hillsboro Water’s water quality data, coordination of regulatory requirements, and to aid in making data-driven decisions.

    “Locus EIM allows us to easily plan, record, QA/QC, and manage our water quality data collected from many different labs and routine field sampling. We are excited to have a software that helps us to quickly make data-based decisions to ensure safe and reliable drinking water for our rapidly growing community,” said Sarah Honious, Water Quality Program Coordinator, City of Hillsboro.

    “The City of Hillsboro Water Department has a complex and technical set of water quality and regulatory sampling protocols. By utilizing Locus EIM, they can now make key decisions based on the analysis of their data, improving the daily lives of their customers,” said Wes Hawthorne, President of Locus.

    ABOUT THE CITY OF HILLSBORO WATER DEPARTMENT
    The City of Hillsboro, through its appointed three-member Utilities Commission, owns and operates a municipal drinking water system that serves more than 80 percent of Hillsboro residents and businesses. Its delivery of clean, reliable water protects public health, enables emergency fire protection, and supports the City’s economic vitality. Learn more at Hillsboro-Oregon.gov/Water.

    Contact us to learn more about Locus’ Water solutions

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      Top 10 Enhancements to Locus Environmental Software in 2020

      Let’s look back on the most exciting new features and changes made in EIM, Locus’ environmental data management software, during 2020!

      Locus EIM Devices

      [sc_icon_with_text icon=”laptop” icon_shape=”circle” icon_color=”#ffffff” icon_background_color=”#52a6ea” icon_size=”big” level=”h3″]

      1. Expanded EIM API

      Locus expanded the EIM application programming interface (API) to support running any EIM Expert Query. Using a drag and drop interface, an EIM user can create an Expert Query to construct a custom SQL query that returns data from any EIM data table. The user can then call the Expert Query through the API from a web browser or any application that can consume a REST API. The API returns the results in JSON format for download or use in another program. EIM power users will find the expanded API extremely useful for generating custom data reports and for bringing EIM data into other applications.[/sc_icon_with_text]

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      2. Enhanced EIM Search Bar Functionality

      Locus enhanced the usefulness of the EIM search box located at the top right of EIM. A user can now search for a location, field sample, or parameter, and choose from quick links showing any found data records plus related field measurements, groundwater levels, or analytical results. The search box also supports searches across EIM help files. These improvements, along with the existing ability to search for EIM menu items or functions, greatly increase the search bar’s usefulness and make it much easier for users to find what they need. In 2021, Locus plans on further expanding the search bar to allow for generating charts or maps for entered locations or parameters.[/sc_icon_with_text]

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      3. Multisite Support for EIM GIS+

      The EIM GIS+ package brings the power of geographical information systems (GIS) to EIM. In 2020, Locus added multisite support for the GIS+. A user can generate a map showing locations and related results for more than one EIM site at a time. This GIS+ improvement supports cross-site queries and maps, which help greatly with analysis across a portfolio of sites in EIM.[/sc_icon_with_text]

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      4. Support for Sample Planning Notifications

      Locus rolled a new EIM feature in 2020 to support automated email notifications for sample planning events. Users can subscribe to notifications for unreported analysis groups, parameters, or samples; late and upcoming samples; and compliance samples at risk of being late. Each notification can be tailored for specific plans, events, and tasks, and are set to run for specific time window. With these new notification types, users gain more control over their sample planning and are better notified about potential issues. The new sample planning notifications are available in Water EIM but can be deployed to other customer EIM instances on request.[/sc_icon_with_text]

      [sc_icon_with_text icon=”consumer-confidence-report” icon_shape=”circle” icon_color=”#ffffff” icon_background_color=”#9ac63f” icon_size=”big” level=”h3″]

      5. Continued Water EIM Reporting Support

      EIM is the world’s leading water quality management software used since 1999 by many Fortune 500 companies, water utilities, and the US Government. Locus continues to support water utility customers in EIM through multiple updates done to EIM reporting and analysis. From enhanced support for chlorine field data, to incorporating the latest reporting requirements for the Consumer Confidence Report, Locus continues to expand Water EIM functionality while accounting for variable practices that exist among water utility operators.[/sc_icon_with_text]

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      6. Improved Analytical Views

      Locus continues to upgrade and improve the EIM interface and user experience. In 2020, Locus overhauled the Analytical Views pages in EIM, which support data exports for analytical results as well as laboratory QC samples and results. Multiple EIM menu items were combined into one page that supports all analytical data views. Users are directed through a series of filter selections that culminate in a grid of results. The new page improves usability and provides one centralized place for these data reports.[/sc_icon_with_text]

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      7. Enhanced FTP EDD Loader Abilities

      One of the more powerful modules in EIM is the FTP EDD loader, which lets laboratory users upload multiple analytical EDD files for different sites to a Locus FTP server for batch processing. Lab users do not have to login to EIM to upload each EDD individually. In 2020, Locus augmented this function to support non-analytical EDDs and to accept EDDs from non-lab users. With these changes, any EIM user can upload to the FTP site any number of EDD files in any format for multiple sites. Users may still need to login to EIM to resolve any EDD errors. Interested EIM users should contact Locus to get the needed FTP site credentials.[/sc_icon_with_text]

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      8. Expanded DMR Support

      Locus continues to enhance the Discharge Monitoring Report (DMR) module in EIM. In 2020, Locus implemented calculations needed to handle reporting of divalent metals. Locus also added the Florida DEP ezDMR format. Locus continues to add more formats so customers can meet their reporting requirements.[/sc_icon_with_text]

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      9. Improved Parameter Management

      Locus added two new features in EIM to improve support for managing analytical parameters. First, EIM now allows for storing parameter names in the local language and using these translated names in EIM Enhanced Formatted Reports. This function helps non-English customers create reports customized for local users. Second, EIM can handle alternate parameter codes. These ‘aliases’ for the primary parameter code, used in tracking reports and in EDD uploads, ensure that labs are not flagged or penalized for using a parameter code that is synonymous with the expected EIM parameter code.[/sc_icon_with_text]

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      10. Improved Unit Conversions

      Locus enhanced the unit conversion functions in EIM in 2020; these functions are used to convert laboratory analytical results to a consistent set of reporting units. EIM now allows for conversion factors that are parameter specific. Second, EIM now lets users define molecular weight multipliers for use in unit conversions that require molecular weight calculations. Both these changes give users more control and transparency over unit conversions in EIM.[/sc_icon_with_text]

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        Top 10 Enhancements to Locus EHS Compliance Software in 2020

        Locus Platform is a configurable cloud-based solution for managing EHS&S compliance-related information. Let’s take a look back on the most exciting new features and changes made to the platform in 2020!

        Locus Platform Configurability

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        1.  Mobile Photo Support

        Users can now take photos with the Locus Mobile app for the picture fields on the form. The images are uploaded to the server on sync and can be seen with the record in the web application. Feature requires minor configuration for existing mobile-enabled entities.[/sc_icon_with_text]

        [sc_icon_with_text icon=”search” icon_shape=”circle” icon_color=”#ffffff” icon_background_color=”#9ac63f” icon_size=”big” level=”h3″]

        2. Enhanced Search Functionality

        The application header has been redesigned to have quick access to the search box, calendar, and your subscribed apps. The search box can be used to find application menu items and directly navigate to those screens, or to directly navigate to a record using the record number.[/sc_icon_with_text]

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        3. Improvements to Waste App

        For off-the-shelf Waste Management app users, enhancements include new reports, EPA SI and GM forms, GHS labels in container and legends, and tooltips for dashboards.[/sc_icon_with_text]

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        4. Streamlined User Navigation

        New “Screens” functionality enables access to same entity types across multiple applications in LP. With improved dashboards and streamlined workflow, users no longer have to jump between applications to get things done.[/sc_icon_with_text]

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        5. Improvements to Compliance App

        The enhanced Compliance and Task Management app now allows admins to define and generate groups of similar tasks at once, without waiting for the completion of previous tasks. This simplifies the completion process and is especially useful for recurring inspections.[/sc_icon_with_text]

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        6. Triggered and Sequenced Tasks

        Users can now set up sequenced tasks to be triggered once an initial task is completed. For example, completing a sampling event can trigger a set of follow-up tasks such as “create report” and “submit to regulator” where each completed task triggers the following one.[/sc_icon_with_text]

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        7. Improvements to Export Functionality

        Users can now export date columns in an Excel-friendly format, eliminating date formatting issues common with some Excel downloads.[/sc_icon_with_text]

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        8. More Convenient Dashboards

        Filter criteria are now displayed atop dashboards to visually document the applied filters, which is handy when querying large amounts of data on the dashboards.[/sc_icon_with_text]

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        9. Enhanced CSV Support

        Added support for CSV exports, including zipped files, to better support regulatory submittals.[/sc_icon_with_text]

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        10. Upgrades to Sustainability App

        Users now can run calculations on a subset of sustainability indicators. Calculations can be split between multiple phases, with the ability to use previous phase results on subsequent calculations without the need to recalculate.[/sc_icon_with_text]

         

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          Utilizing the Uniqueness of GIS for Better Environmental Data Analysis

          Today is GIS Day, a day started in 1999 to showcase the many uses of geographical information systems (GIS). Earlier Locus blog posts have shown how GIS supports cutting-edge visualization of objects in space and over time. This post is going to go “back to basics” and discuss what makes GIS unique and how environmental data analysis benefits from that uniqueness.

          Spatial vs Non-Spatial Relationships

          So, what makes GIS unique? It’s the ability of GIS to handle spatial relationships, which goes beyond just putting “dots on a map”. You are probably familiar with non-spatial relationships such as greater than, less than, or equal to, and you probably use them every day. For example, suppose you want to buy the latest gaming console (PS5, anyone?). You need to compare the price of the console to your bank account. If the console price is greater than your savings, then you cannot buy the console.

          Or can you? With credit cards, you can pay later, so you go charge the console. At the time of the transaction, some software evaluates a non-spatial relationship and checks if the console price plus your current debt is less than your credit limit. If so, you can buy the console; if not, your purchase is denied.

          The key point about this example is that spatial relations play no part. It doesn’t matter where you are located or where the game console is sold from. (OK, there may be things like state taxes and shipping, but that just contributes to the price.) Now, if you were trying to find all gaming consoles for sale within a certain distance of you, that is a spatial relationship. There are multiple types of spatial relationship, but the most common are inside, contains, crosses, overlaps, and within a distance of. Standard relational database software does not handle these sorts of relations, but GIS can.

          As an illustration, let’s consider two current events: the 2020 US presidential election and the COVID-19 pandemic. With non-spatial relationships, you can answer various questions such as “did Biden get more votes than Clinton?” or “is the number of positive COVID tests increasing?”. But with spatial relations, you can answer more interesting questions such as “did areas with COVID hot spots vote more predominantly for Biden or Trump?”. For this question you must see if voters lie inside a COVID hot spot; a GIS can perform this analysis and then map the results. While many votes are still being counted, as of this blog post, it appears Trump performed better in COVID hot spots.

          Spatial Relationships in Environmental Data

          Let’s look at some example of spatial relations in environmental data. Assume you have a database of tritium sampling results in water, along with various map layers of natural and manmade features. What kind of spatial relationships can you explore with GIS?

          To answer that, we’ll make some maps with the Locus GIS+ package in EIM, Locus’s cloud-based, software-as-a-service application for environmental data management. All maps shown here display wells with tritium samples, with the wells represented as colored circles. The color scale goes from blue through yellow to red, to indicate increasing tritium results.

          Figure 1 shows an example of an inside spatial relationship. The map answers the question “what wells with tritium results are inside the Mortandad Canyon watershed?”. The watershed is highlighted in blue on the map, and you can easily see the wells inside the watershed.

          Locus GIS | Wells with tritium

          Figure 1: Wells with tritium within a watershed

          Figure 2 shows wells with tritium results that are within a distance of a river. The map answers the question “what wells with tritium results are within 500 ft of the river?”. The river, highlighted in light blue, has a 500 ft buffer shown as a dotted blue line. The wells with tritium that lie within the buffer are shown on the map, so you can check if any high tritium results are close to the waterway.

          Locus GIS | Wells with tritium

          Figure 2: Wells with tritium within a specified distance of a river

          Figure 3 shows another example of within a distance of. Here, the map answers the question “what wells with tritium results are within two miles of a middle school?”. The two-mile radius is shown as a shaded blue circle centered on the school. You can see the wells are confined to the area southeast of the school.

          Locus GIS | Wells with tritium

          Figure 3: Wells with tritium within a specified distance of a school

          These three examples are just a small subset of what can be done with GIS and environmental data. Here are some other questions illustrating the kind of spatial analysis that GIS supports.

          • Have any spill incidents at my site been within a specified distance of a waterway?
          • Do any pipelines at my site cross protected waterways?
          • Do any remediation areas at my site contain wells that have recorded high chemical levels in water?
          • Does the underground plume from a chemical release overlap any aquifers?

          All these examples illustrate the power of GIS for analyzing spatial relationships, and these examples are just the beginning. GIS can also perform more sophisticated analyses that look at spatial relationships in different ways to answer questions such as:

          • How confident can we be in the results of the spatial relationship analysis?
          • Do all data records follow the spatial relationship, or are any outliers that fall outside the norms?
          • Has this spatial relationship changed over time? Has the relation grown stronger or weaker?
          • Can we predict the future of the spatial relationships?

          Locus continues to bring new analysis tools to our Locus GIS+ system for environmental applications. These applications let you take advantage of the unique ability of GIS to analyze spatial relationships in your environmental data.

          Acknowledgments: All the data in EIM used in the examples was obtained from the publicly available chemical datasets online at Intellus New Mexico.


          Interested in Locus’ GIS solutions?

          Locus GIS+ features all of the functionality you love in EIM’s classic Google Maps GIS for environmental management—integrated with the powerful cartography, interoperability, & smart-mapping features of Esri’s ArcGIS platform!

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          [sc_image width=”150″ height=”150″ src=”16303″ style=”11″ position=”centered” disable_lightbox=”1″ alt=”Dr. Todd Pierce”]

          About the Author—Dr. Todd Pierce, Locus Technologies

          Dr. Pierce manages a team of programmers tasked with development and implementation of Locus’ EIM application, which lets users manage their environmental data in the cloud using Software-as-a-Service technology. Dr. Pierce is also directly responsible for research and development of Locus’ GIS (geographic information systems) and visualization tools for mapping analytical and subsurface data. Dr. Pierce earned his GIS Professional (GISP) certification in 2010.

          HydroGeoLogic, Inc. Selects Locus Technologies for Their Environmental Software

          Locus will provide environmental field and analytical data management software for HydroGeoLogic, Inc.

          MOUNTAIN VIEW, California, 29 October, 2020 — Locus Technologies (Locus), pioneers in environmental software, today announced that HydroGeoLogic, Inc. (HGL), industry leading environmental engineering service provider headquartered in Reston, VA, has chosen Locus’ environmental information management software, Locus EIM, for their field data collection, monitoring, and reporting.

          HGL has selected Locus’ cloud-based software after extensive proof of concept and usability testing. They will seek to utilize Locus EIM for environmental monitoring, while also taking advantage of Locus Mobile for field data collection and LocusDocs for document management.

          “Our aim has always been to use cutting-edge technology to provide comprehensive environmental engineering services. With Locus, we have just that. Locus provides a secure and innovative solution that allows us to meet our environmental goals.” said Peter Huyakorn, Ph.D, Founder of HGL.

          “We are elated that HGL has chosen Locus for their environmental needs. HGL has an amazing track record as one of the premier environmental firms worldwide, and we will work our hardest to provide them with the tools to maintain their superb reputation,” said Wes Hawthorne, President of Locus.

          Valley Water selects Locus Environmental Software for Data Collection and Management

          Locus will provide water quality and analytical data management software for Valley Water

          MOUNTAIN VIEW, Calif., 1 September 2020 — Locus Technologies (Locus), industry leader in water data management software, today announced that Valley Water (formerly Santa Clara Valley Water District) has chosen Locus environmental software for their data collection and management. 

          Valley Water has selected Locus’ environmental software, EIM, following consultant work Locus provided for the utility going back 14 years. They will seek to utilize Locus EIM as a laboratory database management system, and for data analytics.Locus EIM will be used to manage sample data for over 200 million gallons of drinking water consumed daily by over 2 million people in the district. 

          Valley Water has an award-winning track record of bringing the highest-quality water to the Bay AreaBeing local, we see the hard work that Valley Water puts into providing some of the best drinking water available anywhereWe are proud to be a part of that process,” said Wes Hawthorne, President of Locus.