GIS Data Curator – Data Management Program – UC Davis Library
Tell us about yourself.
In January I started my current job as the GIS Data Curator for the UC Davis Library where I work on data projects related to the library’s areas of particular interest and help patrons with questions related to data acquisition, creation, documentation, preservation, and sharing. I have a PhD in geography, and I am especially interested in the biogeography of coastal plants. When I’m not working on map-related things, I’m either dancing or crafting.
Tell us the story behind your map (what inspired you to make it, what did you learn while making it, or any other aspects of the map or its creation you would like people to know).
OK, but it’s kind of a long story… I’ll try to keep it short. It started a few years back when I saw an episode of Huell Howser, a show produced by the Los Angeles PBS station, KCET. In this episode, Huell interviewed people involved in growing the seeds that went to the Moon on the Apollo 14 mission and visited several of the resulting “Moon Trees” growing in the state. Curious about where the rest of the trees are, I looked for more information online and found some lists and a few basic maps. Fast forward to the 2016 call for FOSS4G North America presentations… I submitted a talk on cartography with Inkscape. I needed an interesting dataset to work with in my examples, and remembered the Moon Trees. Tree locations are easy to understand for a broad audience, and the story is interesting. Plus, my talk was on May 4th… so something with space needed to happen. Sometimes it seems that everything just sort of falls into place. It just happened that the keynote speaker for the conference that year was Tamar Cohen from the NASA Ames Research Center. And as I was making the map for my presentation, my aunt told me that my grandfather was on the crew that tracked the Apollo 14 mission and retrieved it when it came back to Earth. He would have gotten a kick out of the map for sure.
Tell us about the tools, data, etc., you used to make the map.
One of the goals I had for this map was that I use only open source software to make it. I found a Google Map of Moon Tree locations made by a person affiliated with NASA, and asked her via Twitter for permission to use her data. I cleaned up the KML attributes in LibreOffice. I had hoped to get tree icons from Phylopic, a site for silhouettes of life forms, but they didn’t have the species that I needed so I made my own and contributed them back to the project. The basic layout and data display was done in QGIS, but I made the icons and did all of the big cartography in Inkscape.
This map was perfect for demonstrating some of the things you can do in Inkscape that isn’t possible in QGIS (or any GIS for that matter). The map has 3 data frames. In QGIS, you can’t have a different projection for each of them right now, so I had to export the frames separately and reassemble them in Inkscape. Also, the moon image fill on the polygons was achieved through a clipping process in Inkscape. The tree icons and numbers needed a lot of moving by hand to separate them enough to distinguish. The coasts of the US have a lot of trees and when I started, they were all lumped together. Some of the trees have a very subtle glow behind them to help them stand out from the background. In a GIS, it’s just not that easy to make a subtle halo.
The whole process of creating the map is documented in my 2016 FOSS4G North America talk that’s on their YouTube channel. The pitch video for the talk composed of screen captures of the map as it came together is on my channel.
I’m a cartographer who works full time at National Geographic Maps, part-time doing freelance cartography/GIS work as Tombolo Maps & Design, and part-time for the NGO BirdsCaribbean. I’m from Vermont, have been living in the Eastern Caribbean on and off for the past six years, and currently live in Colorado. I love making maps and living abroad, and my primary topic of research for the past seven years has been participatory mapping, with a focus on its use in Caribbean small island developing states, particularly in relation to climate change, for the past six years.
Tell us the story behind your map (what inspired you to make it, what did you learn while making it, or any other aspects of the map or its creation you would like people to know).
When I was going through a stint of less cartographically-exciting freelance work last year, I started doing a map-a-day (inspired by Stephen Smith’s tile-a-day project) where I made quick, fun, daily snapshot maps that explored less commonly used fonts, colors, and projections with whatever exciting data I could get my hands on. I found NOAA’s climatic data center to be a jackpot for interesting data, and decided to map hurricane tracks across the Atlantic. Since I grew up in Vermont, I had not experienced hurricanes before moving to the Eastern Caribbean. The first big storm that passed through after I moved to St. Vincent and the Grenadines in 2011 was Hurricane Irene, which passed north of our island (just dumping a bit more rain than usual) and then proceeded to swing all the way up the coast to pummel Vermont. Nothing like a little geographic irony to inspire a map!
Tell us about the tools, data, etc., you used to make the map.
This map was made with NOAA’s national weather data and Esri country boundaries in ArcGIS and Adobe Illustrator. I started by converting the KMLs into shapefiles and selecting out the years that corresponded for both the Atlantic and Pacific hurricane seasons (there was twice as much data for the Atlantic hurricane seasons), leaving me with the 1930s-1980s. I then completed the cartographic design work in AI, including the graphic effects on the continents and oceans, and the visualization of the hurricane tracks.
A former archaeologist, Kurt Menke (@geomenke) runs Bird’s Eye View GIS and is based out of Albuquerque, New Mexico. He works mainly in ecological conservation, public health, and education. He has been an avid open source GIS proponent ever since he made the switch from ArcIMS to MapServer back in 2002. He recently authored the 2nd edition of “Mastering QGIS” for Packt Publishing, and “Discover QGIS” for Locate Press. He is also an OSGeo Charter Member. In his spare time he enjoys big wild spaces, mountains, vinyl records, and good coffee.
Q: Kurt Menke, where are you located and what do you do?
A: I live in Albuquerque, New Mexico which, contrary to what you often hear reported, is actually located in the United States. I run my own consulting business, Bird’s Eye View, and have worked at home since 2008. I consider myself a GIS generalist. I have been doing GIS for almost 20 years so “what I do” has changed over several times. I’ve built desktop and web mapping applications, developed data, conducted spatial analyses, and created maps. My mission is to help solve the world’s mounting ecological and social problems using GIS technology. Basically I want to use this technology to make the world a better place. My bread and butter is spatial analysis and cartography. Some of my favorite work involves modeling wildlife habitat and wildlife corridors. Many of my clients are non-profit conservation organizations in the western US.
I also do some work related to public health, and I’ve been involved in education and training for a while too. I’m a big fan of open source software and in 2010 I developed a full semester course called “Introduction to Open Source GIS and Web Mapping”. I usually teach it in the summer at my local community college. It’s now a required course there. I also was one of the major contributors to the GeoAcademy curriculum. That effort lead to me being an author. In the last two years I’ve authored “Discover QGIS” and co-authored two editions of “Mastering QGIS”. I’d like to get more involved in showing organizations how to migrate to FOSS4G.
Q: On LinkedIn you’re listed as a former archaeologist. What brought you into that field? How did you make your way from that into GIS?
A: I grew up in the suburbs of DC and started out at the University of Maryland where I picked Anthropology as my major. I eventually transferred to the University of New Mexico, partly because it had a great Anthropology program, but mostly to get away from home and have an adventure. I’ve been here ever since. After graduating I started working as a contract archaeologist. I did that for 8 years. It was a fun way to spend my 20s, but it’s hard work, and you end up collecting a lot of unemployment between gigs. It got to the point where I was ready to get a ‘real job’ instead of being a shovel bum. Some kind of synergy happened. I had a boss who was into remote sensing, which I’d never heard of, but it sounded cool. I’d always loved maps. I had a huge collection of paper USGS topo quads. He convinced me to enroll in the Geography Master’s program at UNM.
At the time I was completely computer illiterate. It sounds strange now, but it was still pretty common in the mid 90s. I ended up getting a job at the Earth Data Analysis Center at UNM, which is a GIS/Remote Sensing business that runs out of the university. It was there that I really cut my teeth on GIS. The first computer I used was a UNIX workstation through a terminal. We ran Arc/Info 7 and I loved it. It was all command line and I got really good at it. I ended up working at EDAC for 10 years. It was also there that I was first exposed to open source GIS. I did a lot of work developing web applications with MapServer, GRASS and PostGIS. Now I call myself a reformed archaeologist.
Q: What is a wildlife corridor and how hard are they to model? What tools do you use to do that?
A: Those are big questions. I’ll try to summarize. Wildlife have a home range or an area where they operate on the landscape. They also need to migrate occasionally. This might happen to find new food sources, better breeding grounds, or might be part of seasonal movements. A wildlife corridor is a route an animal uses to get from A to B. They also get called linkages or connectivity areas.
I think the ‘why they need to be modeled’ is important here. Wildlife habitats are becoming increasingly fragmented by human development, and habitat patches are becoming smaller. This has likely caused wildlife-vehicle collisions to increase. If a corridor can be accurately identified, people can work with transportation departments to build overpasses or underpasses for wildlife. It’s a win-win because it makes the road safer for people and removes barriers for wildlife movement.
There is also scientific consensus that the long-term survival of many species is dependent on protecting wildlife corridors. This is especially true for big animals with big home ranges, like mountain lions, elk, wolves, pronghorn antelope, etc. There’s the theory of island biogeography, which essentially states that the smaller an island, the fewer species it can support and vice versa. This is a universal ecological pattern found in the world. Fragmented habitat is like a small island.
They are hard to model, and this is just because the world is complicated and our understanding of how critters operate is incomplete. Corridors look very different from species to species. For example, a desert tortoise is not going to move like an elk. From a data perspective, you have to know a lot about the species, and you have to be able to represent things that are important to the species in a GIS. The first step is identifying where the habitat is. This usually involves a raster analysis, unless someone has already produced a good model for your area, but that just never seems to be the case. Variables usually include elevation, vegetation, hydrology and human impacts.
The next step is developing a resistance raster that represents ease of movement across the landscape. You can simply work off the idea that it is easier for a critter to move through good habitat than bad. So resistance is the inverse of habitat. Sometimes though people will develop a custom resistance surface if they know a lot about the animal. It likely includes a lot of the same variables in the habitat model but weighted differently.
From there it’s common to use some sort of least cost path tools. However, least cost paths are only one pixel wide which probably doesn’t represent reality so well. There is a nice tool in ArcGIS named Corridor that sums the cost and allows you to extract a swath of pixels as the corridor. Corridor Designer is one of the first tools I used. It was/is an ArcGIS toolbox with a suite of tools for modeling corridors using this approach. It probably doesn’t run so well on new versions of ArcGIS, but it was really handy. The coolest new tool is the open source Circuitscape. You essentially provide the habitat polygons and a resistance surface, and it outputs a connectivity raster for the entire study area. Of course this can all be scripted as well. I know there’s a package for R called Grainscape I’d like to check out.
Climate change is disrupting some of these patterns which throws a wrench into the works. People are now working on potential range shift models. Where will lynx habitat be in 2100 and where will the corridors be?
A: This is a project I’ve been working on for a while. Community Health maps is a project of the National Library of Medicine, an agency I’d never heard of until I got involved. The goal is to empower public health organizations, working with underserved and at risk populations, with mapping technology. So yeah, our target audience is not GIS professionals, but public health workers. For the most part they are not computer savvy, but really need some basic geospatial tech. I teach half-day workshops where they learn how to 1) use Fulcrum to map their communities with smartphones, 2) map that data with CARTO, and 3) go even further with QGIS. The most gratifying aspect of these workshops is seeing people shed their technological insecurities. It’s common for people to show up and admit they’re scared of the technology. To then see in a few short hours, they are getting it all to work, and actually getting excited about the possibilities, is a beautiful thing. I also moderate a blog and have produced some related lab exercises. Overall I don’t think the health field is benefitting from geospatial tech nearly as much as they could. There are big programs at agencies like the CDC, but that isn’t really helping the typical public health worker in their day-to-day work.
Q: I’ve interviewed a few authors — and you mentioned Discover QGIS and Mastering QGIS — how hard is it to keep books on QGIS up to date? The QGIS developers have a quick release schedule and I imagine it’s easy to get far behind.
A: It’s hard. First of all, if all goes as planned, it takes a good 6 months from the start of the publishing contract to the end of the editorial process. During that six months, QGIS will have undergone at least one version change and is halfway to the next. Once out, the book is ideally current with the latest LTR for a year. As an example, we planned on getting the second edition of “Mastering QGIS” out in March of 2016 to coincide with the release of QGIS LTR 2.14. All our copy was complete by then, but due to issues with the publisher it wasn’t published until September. In a normal cycle that’s halfway through the book’s relevancy. I’m now considering updating “Discover QGIS” for the release of QGIS v 3.0. That book has over 700 screenshots, most of which will need to be updated. Then there’s accounting for all the great new features. It’s a daunting prospect. I want it done, but don’t want to do it.
Q: For me work/life balance is hard. What do you do for fun? I’ve seen on a year-end blog post you lift weights? You hike?
A: It is for me too, but it’s getting better. I really try to quit work at 5pm. Since I work at home, that routine is important to my overall sanity. As I was getting ready to leave the university and start my business, I spent a few years essentially working two jobs. It took a toll. The body really wasn’t meant to sit 50-60 hours a week. I started gaining weight and having problems with my elbows and wrists. Eventually I got an adjustable height desk which has helped.
I do lift weights. A few years ago my wife and I started really cleaning up our diet and working out with a trainer. He’s got his own little private gym. It’s just us and a few others. Now we lift weights 3 nights a week and do some sort of cardio on the weekend. It’s a blast, plus most of the aches and pains associated with being a desk jockey have gone. Workouts are also usually in the evenings so they get me to stop work on time. It’s my favorite part of the week. We’ve both gotten pretty fit. This winter I set two weightlifting PRs. I was most proud of back-squatting 315!
I also love hiking. I spend a lot of time up in the Sandia Wilderness outside of Albuquerque. One of my hobbies is climbing 14-ers (peaks over 14,000’). I’ve climbed 23 of the 54 in Colorado, and another 3 in California. I like backpacking too. A while back I hiked across Oregon on the Pacific Crest Trail. My buddy and I covered 500 miles in 40 days. It was an amazing experience. I can’t imagine being able to take that much time off now.
During the week, after work and working out, I can usually be found on the couch watching any one of the great TV shows out these days. I also love vintage film noir. The movies relax me. I listen to a ton of podcasts too. Lately I’m into S-Town, Criminal, Monday Morning Podcast (Bill Burr), Crime Writers On…, I Brew My Own Coffee, WTF with Marc Maron, and recently Hangouts with James Fee.
Q: How bad is the coffee addiction? It seems like it may be a problem.
A: Ha! It’s pretty bad, but what do they say? Admitting it is the first step. I’ve always loved coffee. A few years ago I started getting bummed that what I brewed at home wasn’t anywhere near as good as what the local coffee joints were serving. So I did some research and invested in a decent burr grinder, a scale, and a Chemex. Give Chemex a goog if you don’t know what one is. It was a game changer. I threw out my drip machine.
With the Community Health Maps project I’ve been travelling a lot. So I’ve started checking out the best coffee shops wherever I go to see what they have going on. That lead to getting into all the single origin coffees coming out. From there I started buying other brewers like an AeroPress, Kalita Wave, siphon, Moka pot, V60 etc. They’re all really affordable. Then I found a vintage Swiss espresso machine in my father in law’s garage. He didn’t want it, so I sent it out to be refurbished. That was expensive.
Anyway now I pretty much have a state of the art coffee shop in my kitchen. I’ve turned into a total coffee geek and I’m ok with it. I even bring an AeroPress and a portable hand grinder with me on trips to places without good local coffee. I can brew up great coffee in my hotel room.
Q: Almost 4 years ago we defined the geohipster to be a person who lives on the outskirts of mainstream GIS. So I’m reading back through this and we’ve got the makings of a geohipster. Do you feel like one?
A: What is it The Stranger says, “that’s a name no one would self-apply where I come from.” That’s where I am with it. I think in some respects I operate on the outskirts of mainstream GIS (ahem I meant the geospatial industry) and in others probably not. I’d love to be considered a geohipster, who wouldn’t, but I’ll leave that to others to decide.
Q: I leave the last question up to you: Anything you wish to tell the GeoHipster readers.
A: GIS and geo are simply ever-evolving tools for turning data into information. For me the application and the data are more important than the actual tools used. Mainly because every 5 or 10 years the tools completely change. Don’t get me wrong, that’s part of what keeps the job interesting day to day, learning new tools, but it’s the applications that can have a lasting impact.
Tell us about yourself.
I’m a carto geek and have been making varying degrees of visual junk for almost 3 decades. I’m interested in showing data in a way that makes people curious to learn more. I’ve been at Esri for 23 years and I’m the Director of Solutions (which means 2 things: 1. my team builds industry specific maps and apps to make it easier to use and 2. problems tend to find me). Visualizing space and time in static printed maps has limited how we tell stories about data for hundreds of years, and the move to fluid digital data means some long-standing cartographic rules may need to be bent…
Tell us the story behind your map (what inspired you to make it, what did you learn while making it, or any other aspects of the map or its creation you would like people to know).
I grew up in the Midwest and tornadoes were a fact of life. But while I knew I lived in Tornado Alley, I never had a good sense of what was the extent of that alley. And the maps that tried to define it seemed based on ideas and thoughts and not data. So I used data aggregation along with 3D to visualize the historical frequency of where tornados occurred. The raw data is a spaghetti mess of lines, but when aggregated into hexagons it becomes clear there is no narrow ‘Alley’, rather a large neighborhood. Looking at the data more you could see a pattern on when and where tornadoes were more likely. And using interactive time sliders you can also explore the general direction of tornado travel (which varies widely by region).
Tell us about the tools, data, etc., you used to make the map.
I used the historical tornado data (1950-2015) from NOAA. I used ArcGIS to aggregate the data into hexagons and do the 2D and 3D visualizations. The aggregations were based on count of major tornadoes (above a F3 on the Fujita-Pearson scale) inside the hexagons. I used the same color scale in 2D and 3D to allow for easier comparisons. But I felt both 2D and 3D added to the understanding of the pattern.
Darren Mottolini is a Business Development and Research Manager -- WA (Western Australia) at CRCSI (Cooperative Research Council for Spatial Information)Darren has worked in the spatial information sector for over 16 years – working within the private sector, government, and now academia, identifying and enabling businesses to use data and information to meet specific needs, and consulting on the best use of spatial data and tools in the on-line service delivery space.He comes recently from Western Australia’s Landgate (Land Agency) as the manager of the Shared Location Information Platform (SLIP) Program – the State's core infrastructure for location information. Within the spatial community, Darren has chaired committees for the Surveying and Spatial Sciences Institute and the Intergovernmental Committee for Surveying and Mapping. He has open data and start-up community experience, he is a past recipient of the of the Young Spatial Professional of the Year Award (WA), and currently heads up Research Management focussing on collaborative research opportunities.
Q: How did you end up in geospatial?
A: Quite by accident. I graduated in the IT systems field picking up programming and network design jobs. I took a job at a company called ER Mapper as one of their technical analyst, which was my first foray into geo. From there I quickly transferred from behind the computer to in front of it branching out into solutions design and picking up up my geo skills from workshops, single units and conferences. Haven’t looked back since.
Q: You are ‘Sir Darren of Rabble’ on Twitter, is there a story there?
A: No story really. In Australia under a certain Prime Minister, he re-introduced Dames and Knights, and so a bunch of us changed our handles to Sir and Dame so and so. Rabble comes from my involvement in Perth coordinating GeoRabble events. Since then the moniker has grown on me so it has stuck.
Q: How’s the GeoCommunity in Perth?
A: Perth is a strange place. One, we are very isolated, with the closest main city four hours’ flight away. Two, everyone knows everyone so getting together is easy and organising events (such as a Georabble) picks up on everyone’s network. WA/Perth is still quite mining-focused, yet if you look across the state there are significant challenges. Biodiversity in the State’s agriculture and mining areas poses challenges, not only to understand the ecosystems but also to manage it. Also, due to the vast size of WA (which is 33% of Australia equalling about 4x the size of Texas, or covering more area than Western Europe) mapping and adding knowledge is a continual challenge for a population which is roughly around 2.5 million statewide.
Q: You used to work in the Western Australian state government, what was the technology stack like there and were there benefits in being forced to rebuild twice?! (After Google end-of-lifed Google Earth Engine…)
A: What I learnt from working in government (8 years) is that the stigma of government workers is nowhere to be seen. There is so much that happens behind the scenes that the public at large and private sector simply don’t see. Most of the stigma is due to spending public funds and the accountability that has to go with it yet if you understand the system, you can make it work. Managing a technology stack for the state’s Shared Location Information Platform (SLIP — the State Spatial Data Infrastructure (SDI)) had its challenges, yet the reward of making a difference, from concept to execution, rather than simply selling software or consulting on short projects, is what really kept me in government. Depending on the government agency, there is a lot of legacy systems which are used to manage the fundamental data within the state. Due to this, simply pulling a new dataset together, its impact on live systems etc. requires testing and creative design in order to respond to the industry need. Yet, all in all, managing SLIP, rebuilding it under Google Maps Engine, the demise of GME proved tiring for me and lacked new learning hence why I jumped at the chance to join a user-focused research organisation which really aligns to my take of technology that the consumers and suppliers needs are first, the technology is second.
Q: You are currently working at CRCSI, can you explain what the CRCSI is and what you do there?
A: The CRC (Cooperative Research Centre) for Spatial Information is a collaborative research body delving into the challenges facing both Australia and New Zealand. The research that the CRCSI conducts is user-driven, that is, our partners lead and sponsor the projects and we coordinate the research for them. It was this fact that attracted me to the CRCSI, being that it is not research for the sake of research, that it had a need founded in our users that could not be solved through traditional and pre-existing means. My role is to coordinate and ensure that our partners benefit from the research (i.e., they can use it) as well as brokering new research projects.
Q: CRCSI’s government funding ends soon, how’s it looking for the future?
A: It is looking good. One of the strengths of the CRCSI is that our partners are engaged and that our research is delivering benefits. As our government (federal) funding only accounts for a portion of our operation budget, we have already generated new partnerships and projects that will ensure Australia and New Zealand have a peak Spatial Information research body that is also an advocate for increasing the wealth of the industry by exploring emerging sectors and their needs for spatial knowledge.
Q: What can you tell me about the 2026 Agenda project?
A: The 2026Agenda (https://2026agenda.com/) is a joint initiative between the CRCSI and the Spatial Industries Business Association (SIBA) to put in place measurable and accountable actions that will drive towards greater awareness of spatial methods, data, and tech with new and emerging industries. As an industry we always say that ~80% of all data is spatial, but what does this really mean? The roadmap being generated will seek to ensure that the spatial sector is recognised as a proactive underpinning element to the Australian digital economy.
Q: What about some of the other projects CRCSI is working on?
A: How long have you got? As I remain partner-focused, it allows me to delve into all the projects the CRCSI is working on. My background is in SDIs, so the research we are conducting here is to explore how spatial processes can be delivered through the semantic technology area (Web 3.0). By doing this, achieving true automation — that is easily repeatable, shareable workflows that are facilitated through machine to machine understanding — aims to generate new tech that recognises spatial as a commodity anyone can plug into. For me it means that is a real opportunity for spatial to play its role in leading analytics processes that derive knowledge to assist decision making — not just creating pretty maps that still require interpretation.
Another area that piques my interest is the adaptation of spatial in the health sector. Taking 3D stereophotogrammetry to mapping faces for example has the potential to assist practitioners in detecting facial anomalies which could be signs of genetic diseases. The same principles are being applied to burns management for the debriding process.
In the agriculture space, assisting land managers with spatial data and query tools that draw on a massive historical earth observation imagery archive means that for the first time people can manage change over time by understanding the impacts of change.
Finally, the positioning research: ubiquitous 2cm accuracy is near-real-time from multi GNSS — it sounds easy yet the maths behind this level of research and its potential benefits to all those who want high accuracy data that is placed in its correct location when overlapped has massive potential. We are starting to see the benefits of this positioning research with the move to GDA2020 (Australia’s new datum), real time precision agriculture through remote controlled farm tractors, and the move to dynamic datums in the future.
Q: On your LinkedIn profile you mention Edward de Bono. What’s he got to do with anything?!
A: HA! I’m a strategist, it’s what I enjoy. Facilitation, consultancy and strategy development requires a person to think in different mindsets and assist others to think differently so that you can develop a rounded strategy. Edward de Bono developed a suite of ‘thinking tools’ that are well utilised globally. The ‘six thinking hats’ are an example of one of this developed tools. (see: http://www.debonothinkingsystems.com/tools/6hats.htm ). I use these constantly to help me engage, facilitate thought leadership sessions, and develop strategies that work to the needs of the target user groups. Would never leave home without them. 🙂
Q: I assume that means you like lateral thinking, do you have a favourite riddle or, failing that, favourite dad joke?
A: Ask my kids, I am not a joke teller, not even dad jokes. Riddle me this though, when you get asked a question, how best do you question the questioner back? If you ask any of my staff (when I had staff), I always get them to learn through seeing if they can answer their own question. It is a lateral thinking exercise that I feel builds the best staff, increases their confidence and success, means you work yourself out of a job.
Q: What do you do in your free time that is not geo-related?
A: Isn’t everything geo-related? Camping, cycling, running are my favourite things to do. Of course, I track my cycling and running tracks, look for camping spots, and everything you can do around them. Having a geo focus to these activities usually sees me always looking towards a map.
Q: And finally, what do you do in your free time that makes you a geohipster?
A: Coffee! Maybe it’s my Italian heritage, yet it is the first machine I turn on in the morning, it is how I generally conduct my meetings, it is what gets me through the day. That, and a desire to care for the environment, a love of local music, and generally the wearing of Chuck Taylor shoes with no care to how my hair looks. 🙂
Kristen Grady is a GIS Specialist at NYC Emergency Management and has over ten years of experience working in GIS. Prior to working at NYCEM she spent about six years working in academia trying really hard - but eventually failing - to avoid working a 9-5 office job. (Although saving the city from the apocalypse turned out to be a pretty cool job, so it’s OK). She’s loved airplanes even longer than geography and hopes to combine her two passions into an actual paying job someday. But for now, she makes maps and writes python code by day and stares at her airplane emergency card collection by night, which currently stands at an impressive 139. (And yes, they all very clearly read “PLEASE DO NOT REMOVE FROM AIRCRAFT.” She says she’s sorry!) Find her on Twitter and LinkedIn.
Q: How did you get into GIS?
A: I think it happened about six or seven miles up, somewhere near where the troposphere meets the stratosphere. I was flying from New York to California in June 2006 — my first time flying jetBlue — and I had never seen a live flight-tracker map before. I was enthralled! It was a perfectly clear day all the way across the country, and my 8 megapixel camera was pointed out the window for the entire six-hour flight. I’d take a picture of something neat on the ground and then immediately snap a photo of the map. When I got back to New York a few days later I sat with these photos and Google Earth, which I had just downloaded for the very first time, and spent hours trying to figure out what was in my photos…
A few months later, my Weather and Climate instructor was giving a lecture on remote sensing. He was going through slides of satellite images and having us guess what they were of. I knew them all! At the time I was a philosophy major, but I immediately went and switched my major to geography. The next semester, while taking the required geo-technologies course for the geography major I finallygot to play with desktop GIS software and made some (pretty terrible) maps. But I knew that this was what I wanted to do. Someone in the geography department back then had made a comment that geography was a perfect discipline for “someone with ADD” because the variety of projects and aspects of GIS that you could focus on were truly infinite. That sealed the deal for me.
Geography and mapmaking were always passions of mine. I had my face buried in atlases and had been making pretty intricate maps since I was a kid, like this one that I made at age eleven. But I took a *very* circuitous route through college, losing myself about a hundred times, before finally taking that life-changing jetBlue flight that reminded that, at my core, I was born to be a geographer. So after seven long years in undergrad, I finally got that geography degree, and found GIS, and I’m so glad I did!
Q: You have a Master of Science degree in Geographic Information Science. What is the one most important (or most valuable) thing you got out of your course of study?
A: I graduated with a B.A. in 2008, probably the worst year in recent history to start looking for a “real” job. So I ended up mashing together some part-time GIS research jobs and continued taking graduate-level GIS and cartography courses for fun. This eventually led me into a PhD program, which I was in for two and a half years before deciding to call it quits with a Masters. (A story for another time!)
So unlike in an undergrad program, where you’re essentially just learning how to use tools (at least in my experience), in a graduate program you are also being taught how to think critically about those tools, as well as how to think critically about the disciplines of GIS and geography themselves. You have to think about the consequences of your analyses, the ethics of your maps, the ethics of your tools. You have to think about things like the effects of aggregation, the cultural implications of using a certain color on a map…
Then there’s learning about different geographic “paradigms” and critical geographies, such as feminist geography or Marxist geography… I had no idea while I was in undergrad that there was such a rich philosophy of geography. I feel lucky to have been exposed to that. Having that experience at the graduate level has definitely made me a better, more critical map-maker.
Q: You work for NYC Emergency Management. Is your job stressful? Last week Amazon S3 went down because of a typo. If *you* make a typo lives are at stake. Do you ever think about that? Does it stress you?
A: Oh totally. I put a lot of pressure on myself because I am a perfectionist. But the paradox of working in emergency management, where your maps and your data really ought to be showing the most correct information, is that when sh*t hits the fan, there is rarely any time to go over everything in painstaking detail. It is not my nature to work this way *at all* so it’s been an interesting challenge for me.
There is always a struggle between balancing the quality of your work and being efficient. This is why I try to automate things using Python and by using map templates that I created a while back. This way we can spend more time on making sure the map and data are accurate and less time on things like creating a layout from scratch, or worse, creating an Esri scale bar from scratch (it’s the worst!). I have actually written a Python script that automates that process for us. Hooray!
Q: I interned for Manhattan Borough President’s Office in 1992. We used MapInfo then. Have things changed in NYC? What technology do you use these days?
As for the rest of the city, I think it varies. My sense is that it is largely Esri-based. But I am familiar with a few agencies that are moving toward open source technologies, like DoITT, who I believe is using QGIS for their desktop mapping. A colleague of mine at DOHMH uses R, D3, Leaflet, and PostGIS for her mapping projects, and DCP’s new Capital Planning Division has just used all open source technology to create their Facilities Explorer, which I love and was just released to the public.
Q: Tell us about a cool project you work on right now.
A: As I’ve said, things happen really fast in emergency management. A typical work day for me is pretty calm and laid back… until of course, something happens. One of the big ideas last year in the Public Safety Data Development Center (the group I work in within NYCEM GIS) was to create a dataset that answers the question, “What is there?” Meaning, if there is a sudden event, such as a building collapse or an explosion, we immediately want to know all of the facilities that exist in the affected location. Is there a hospital there? A nursing home? A restaurant? A school? We used to do this by adding a bunch of datasets one by one — that we had to think of off the top of our head — to an ArcMap document. But that is both inefficient and prone to oversight (like forgetting a dataset, for example).
Answering this question sounds easy enough (“Why not just use Google?!”) but what is so challenging is bringing all of these disparate datasets, most from different sources and with very different schemas, together into one dataset. The City of New York cannot simply rely on Google’s databases alone for its spatial awareness. We cannot verify the accuracy of their data.
Many of us worked on this project, but my job was to write an ETL in Python that would extract as many datasets as we could (currently 23, but eventually 50 or more) from our database, transform them — perform selections, map the fields, etc. — and then load them into one singular dataset. We still have a long way to go, but at least now, we can pull in this one dataset, which we call “Facilities Master,” select all the points that fall inside a building or within a given radius, and know an awful lot about the facilities in an area, with just a few mouse clicks. And this way you don’t have to think too much, which is always my goal. Plan and prepare when times are calm (think!), and then respond quickly when things get hectic (do!).
Q: You are a Pythonista. What advice will you give to someone who is just getting started with Python in GIS?
A: Wow. What a great word, Pythonista. Can I use that on my resume?!
Learning to code can follow a totally different path for everyone and really depends on your learning style. Some people can start copy/pasting other people’s code right away and fairly quickly manage to build something new that actually works. This approach didn’t work for me. I wasn’t easily able to break through the wall that stood between me wanting to learn to code and unshackling code from abstraction, and so I was a little paralyzed at first. But now I know that in order to learn code, you have to just start writing it and stop pussyfooting. You have to have faith that all those neural connections that you’re creating in your brain will eventually result in some pretty spectacular “eureka!” moments.
As for the more practical aspect of learning to code, you need simply to start out by learning the basics (variables, lists, conditional statements, loops, etc.), and then start playing. If you aren’t able to take a class, there are a million online code-learning sites, most of which are free. Once you know some really basic stuff and have learned what a module is, play around with the Python turtle module, which was originally created to help kids learn to code. It’s a great way to make really cool things happen pretty quickly, and it’s included in the Python Standard Library.
If you want to write scripts and create tools for ArcGIS, you’ll need to learn ArcPy, the Python site package that lets you interact with ArcGIS. Esri has pretty good documentation on how to use arcpy, and GIS Stack Exchange is also a great arcpy resource.
Here are a few rules I think the budding Python coder should follow:
Know that coding requires incredible self initiative and self learning. Learn how to ask the right questions and become a master Googler. GIS Stack Exchange is indispensable, but users and moderators will publicly shame you if you haven’t done your homework before posting a question. I love that.
Errors are learning tools, you’ll never stop getting them, and they will only get more complicated over time. Accept them. When you’re comfortable, learn about debugging and error handling.
Pleeeeease comment your code. You willforget what you have written if you haven’t looked at your script in two weeks. More importantly, if someone else has to read it, explanations in a human language are key. Don’t be lazy. Don’t write sloppy code. Include script headers.
Q: Enough about work. What do you do for fun? Being a Brooklynite, whatever it is surely must be hipster, no?
A: Brooklyn is a pretty special place to live. It is also very hipster. One of my favorite things to do, and fortunately for my budget and my liver I don’t do this too often, is try to find really good craft cocktails. There are some amazing ones to be found in this borough, but obviously also in Manhattan. I have not yet ventured to the other three boroughs in search of craft cocktails, but I should! One of my favs in Manhattan is Amor Y Amargo. They are the standard to which I hold all other craft cocktail bars. A place I love to go to in Brooklyn is Blueprint. They also have incredible bar snacks. Yum!
When I’m not consuming spirits, I am doing much healthier things like snowboarding, taking pictures, hanging with any number of my enormously huge family, including my two little nephews whom I adore, seeking out some top-of-the-line self-serve froyo with my other half, or geeking out hardon airplanes…
Q: You also like airplanes. How did you develop that passion (for it is a passion, right)? Tell us more about it.
A: I could spend hours answering this question! There are so many amazing spatial things going on with airplanes. But to be honest with you, I’m not really sure why I became enamored with them as a kid. I’d give anything to go back to early 1991 and ask that 8-year old girl, who just found out that she was going to be flying Continental Airlines from Newark, New Jersey to Orlando, Florida, why she instantly became so obsessed with them (and with the airline itself).
I think there are a few things going on. For one, I just think the airplane is a beautiful machine. But it’s also a symbol of escape, adventure, and change, and I have always liked all of those things. Also, the airplane affords anyone lucky enough to sit in a window seat an incredible and rare view of the surface of the Earth, which is a pretty spectacular experience for anyone who loves geography, although I didn’t have that particular experience until I was a bit older. My initial obsession mainly involved planespotting, which is at its most basic simply identifying aircraft types and airline liveries.
As I’ve gotten older and as technology has allowed for easy access to all kinds of flight-related goodies, the passion has evolved into an actual hobby. An #avgeek session for me might include using multiple flight-tracking apps (Flightaware, PlaneFinder, Flightradar24) and live ATC feeds to track a single flight or multiple flights that satisfy certain criteria. Sometimes I like to freak people out by “planestalking” them. (I actually coined the term Planestalker in the Urban Dictionary, and as of the time of this writing, it has 4 likes! ha!) Recently, I was planestalking my cousin’s flight from EWR to DEN, and it made a go-around in DEN. They were only feet off the ground before they aborted their landing due to wind and flew around to land on another runway. Nowadays you can go to Flightaware and just download a KML file of your flight. I sent him a picture of his go-around, and he thought it was hysterical (but also pretty cool!).
Some of my favorite airplane “games” or challenges are trying to catch and then follow my pilot talking to ATC from one feed to the next (e.g. from Ground to Tower or from Departure to ARTCC), or predicting where an airplane overhead is coming from or going to and which runway it either took off from or is about to land on (which I am a total expert at predicting, btw!). I had a lot of fun making an animated map of some “Flights over Queens!” a few years ago, but unfortunately it got a little (irreparably) messed up when Carto switched from Editor to Builder.
Even more recently, I’ve developed an affection for aviation-related maps, like VFR sectional charts,arrival and departure procedures, and IFR Enroute High Altitude charts. I mean, talk about not being able to make a mistake! And having to think critically about the implications of your cartographic choices! Who makes these wonderful maps?! I am convinced that they are made by sweet little garden gnomes, working tirelessly in the night, running their maps from tree to tree… There is just so much magic, and a bit of mystery, in flying… it’s fun to uncover it all.
Q: Do you consider yourself a geohipster? Why / why not?
A: You know, at first I didn’t think I was at all, but then I realized that maybe I was a little bit when I was completely unable to answer the first question in the interview — which is a pretty simple and straightforward question: “How did you get into GIS?” — without launching myself into a paralyzing debate on my feelings on the word “GIS.” Did I want to be associated with such a contentious word, what seems now to be a target for people who don’t want to be boxed in and who instead feel that they are part of something bigger than GIS, something geospatial? Just the fact that I was freaking out about the connotation of a word, in a very academic way… that must be somewhat geohipster, no? (Fortunately for the geohipster readership, I decided to scrap the eight-page essay that accompanied that manic thought spiral and instead tell you all a nice little story about flying… hee)
Q: On closing, any words of wisdom for our global readership?
A: I wish I could take credit for this perfectly succinct and beautiful advice that I’m about to give, but I can’t, as it was offered as a suggestion to me by my partner when I read this question to him out loud…
“If you’re on the ground, look up, and if you’re in the sky, look down.”
It’s exactly what would have taken me multiple paragraphs to articulate, but he did it in just one sentence. He knows me so well. I think I’ll just leave it at that.
Jim Hughes is a mathematician at Commonwealth Computer Research, Inc. in Charlottesville, Virginia. He is a core committer for GeoMesa which leverages Accumulo and other distributed database systems to provide distributed computation and query engines. He is a LocationTech committer for GeoMesa, JTS, and SFCurve, and serves as a mentor for other LocationTech projects. He serves on the LocationTech Project Management Committee and Steering Committee. Through work with LocationTech and OSGeo projects like GeoTools and GeoServer, he works to build end-to-end solutions for big spatio-temporal problems. He holds a PhD in algebraic topology from the University of Virginia.
Q: Your background is that of a mathematician. How did you find geospatial, or did it find you?
A: Geospatial definitely found me! I started at CCRi in the summer of 2012. That fall, I was working on the code base that eventually became GeoMesa, our Hadoop-based open-source geospatial database. I liked the project enough that I requested to work on it more, and after a few other rotations, I made it back to the project and have been working on it ever since. During my time with GeoMesa, I’ve had a chance to participate in the OSGeo and LocationTech open source communities at code sprints, and also to attend conferences like FOSS4G NA. The conferences and code sprints have been a great way to learn the eco-system while meeting a bunch of great people!
Q: One of your projects is GeoMESA, one of geospatial’s first real applications to deal with Big Data. How did it evolve? Was it a grouping of client requests, or something created in house?
A: CCRi focuses on solving interesting data science and machine learning problems. A customer asked us to transition one of our spatio-temporal analytics from a single server infrastructure to the cloud. We had been using PostGIS for our geospatial data management and processing, and we asked if that (or an analogue) was available in the cloud. When the customer said that the only database was Accumulo, and that it didn’t do geospatial, we wrote the code to make it do just that. After a few months, we realized that this software was a compelling product on its own. From there, GeoMesa has evolved in response to direct use cases.
Q: Most of us in the geo community have ideas about what we want to bring to market. From your experience on GeoMESA, do you have any lessons learned or warnings for those of us who want to do this?
A: Have great documentation and demos! Standing up a distributed database is tough, and adding software to that can be challenging. We’ve used a simple ‘quickstart’ project to show how to use the GeoTools DataStore API to write and read with GeoMesa. The documentation also explains how to set up GeoServer. When sample code and docs aren’t enough, be ready to respond to questions from users. We field questions on mailing lists, Gitter, and Stack Overflow. From those questions, you can get a sense of what folks are using your product for. Recently, I had some great questions about one of GeoMesa’s less well-known features. Those questions can drive simplification of deployments and improvements to documentation. If users can see what they are getting, see it work for them, and get help along the way, they are going to be happy.
Q: Over the past few years there has been an increased presence of the federal government at FOSS4G. What is your take on the adoption of open source spatial technologies both widely across the federal government and with your clients?
A: Having the US federal government involved is great! At that level of government, they have ‘big data’ and a vision to fund and drive innovative work for storing and processing the data. NGA and other agencies are definitely ‘getting it’ by funding and fostering open source technologies. When our work can be shared publicly, many organizations benefit; everyone can get the same code up, running, and working together to achieve more than what we were able to previously.
Q: As you sit on the board of LocationTech, who recently announced LocationCon, is this the first move of LocationTech to finally leave the shadows and become a driving force in the FOSS4G community?
A: I’d say that LocationTech has been moving forward the geospatial software community for a few years now. Some of that has admittedly been ‘behind the scenes’…As the logistic organizer for FOSS4G NA 2015 and 2016, they increased inclusivity for women at the conferences through both a code of conduct and a scholarship program.
Also, behind the scenes, LocationTech reviews its projects’ dependencies. Through that process, LocationTech projects like uDig, GeoMesa, and GeoGig have had lots of GeoTools code reviewed and, in a number places, those project teams have worked with the GeoTools team to clarify licensing and clean up code.
In 2016 and 2017 GeoMesa, GeoTrellis, and GeoGig all completed incubation. These projects represent complex libraries and products which address several areas of innovation in geospatial software. On the basic library level, Spatial4J was the first project to incubate, and JTS is close to graduating. Those two projects are libraries that are widely used: Spatial4J came out of Lucene’s spatial indexing needs, and JTS has been foundational to a number of Java projects. LocationTech is home to basic libraries (like JTS, Spatial4J, and SFCurve) and complex products such as GeoMesa, GeoTrellis, and GeoGig.
Q: CCRi is known for their “Friday afternoon parking lot BBQ.” What is your favorite style of barbeque?
A: Finally, an easy question! I am a big fan of pulled pork and pork ribs. For sauce, I favor spicy and sweet options over vinegar and mustard-based ones.
Q: How do you define a “geohipster” and do you consider yourself one?
A: I suppose a ‘geohipster’ is a geo-/gis- professional or enthusiast who is up on the new trendy, cool technologies (perhaps bearded and wearing plaid?) in the geo-domain. I’ve been working on big-geo and streaming geo data for the few years, so if that’s en vogue, then sure, I can be a ‘geohipster’. From my interest in many of the low-level libraries and the math/geometry behind the field, the moniker ‘geonerd’ might be better.
Randal Hale runs North River Geographic Systems. He enjoys long walks on the beach, talking about your feelings, and spatial databases. You may find him at your local conference, possibly in a canoe, or on a bike -- but not all at once.
Q: How and why did you get into GIS?
A: So way back in 1989 (it’s not that long ago, right?) young Randy started college. I ended up through some twists and turns as a Geology Major. About a year or so before graduation, it hit me that in order to use this degree for anything I was going to have to go to grad school and A) Work for an an oil company or B) Teach. Ugh.
My department received a phone call about that time from the Tennessee Valley Authority mapping department. Hence started my career in the Federal Gov’t — I went in and interviewed for the wrong job and was hired for a summer job that didn’t start until October. TVA has a long history in Mapping. They are probably the 2nd or 3rd oldest mapping organization in the nation. At the time they also had a store that sold aerial photography (9×9 prints) and topographic maps. The map folding and selling turned into a my first foray into GIS.
TVA had just started using this new software called ARC/INFO and they had a huge job that required a lot of digitizing of data from 7.5-minute quadrangle maps. So I would digitize streams and roads and then get the GIS IT guy to print out a map at a known scale. I would then take the map and measure all the roads and streams using a planimeter (that’s what they told me to do). One day the IT guy came back and asked what I was doing and when he finished yelling he sat down and taught me how to extract that information from the data I was producing. I received a day or so of instruction. He gave me a stack of manuals. I read those at lunch. I was hooked. That led to AML development, shell scripting, and the eventual loss of most of my hair (at least that’s what I blame it on). I was there for about 16 years and learned a lot on life, mapping work flows, and data standards.
Q: You have been running your own GIS consulting business for 10 years. If you could do it over again, would you take the same path? What would you do differently?
A: Oh — things I would have done differently. I think I might stay on the same path. With a few exceptions:
I would tell anyone that is starting a business — actually learn about running a business. I can do complicated things with maps — I didn’t understand taxes. If you assume my work week is 40 hours I’ll spend about 8 hours bookeeping, 8 hours advertising, and 40 hours working (that’s the joke). I still question if I’m “doing it right”. Friends would go “Oh running a business is easy”. HAH.
Say No to people. It took me forever to learn to tell clients no. It’s easy to lose money on a job. It’s really easy if you work for yourself. There were jobs I took on I should have walked away from — but it’s hard to say no. In 2016 I think I walked away from 3 jobs where I didn’t think I was the best fit. Best thing I’ve done.
Learn to take a break from work. I will sit and worry about business. I like worrying — I’m good at it. This year I actually learned to step away and find hobbies that don’t involve GIS.
Q: Tell us about some of the cool projects you are working on and the technology you use.
A: Cool Projects. Heh. I’m not sure how cool they are.
So my first project as a consultant was with a small forestry firm within driving distance of Chattanooga. It started out simple enough. Soon 4 shapefiles turned into 8. 8 turned into 100. It was painful. I couldn’t manage the data easily. We needed to upgrade to ArcEditor or ArcInfo. They couldn’t afford the price tag. So I migrated them to QGIS and PostGIS. We are running an enterprise database that churns out a lot of data on cheap computers. It’s not glorious or cool — but it’s functional and pain-free. I guess that makes it awesome. We’re on the verge of having a thing called a “web map”.
One job involves a water utility. I’m still working on that one. That project is migrating data out of an Esri file-based geodatabase into PostGIS. We are installing QGIS alongside ArcGIS. There’s a few things they need ArcGIS for — but all data maintenance will be QGIS/PostGIS. They also are using Fulcrum to help with data maintenance/collection. I actually had to open ArcGIS for this one and muck through domains and subtypes in the file-based geodatabase. Which really this is more about making the client comfortable with the transition. There’s no question on it working or not working — it’s all comfort level.
A volunteer job I’m working on — Caribbean SEA (http://www.caribbean-sea.org/). They are a 501(c)(3) that operates in Chattanooga. They work locally and in the Caribbean educating people on the benefits of clean water. So after helping do things like help run their website and make sure email works — we’re diving into GIS. They will have one of their projects in PostGIS/QGIS. They are also about to embark on a mobile app for people to report water quality problems. Every water quality report has a point. Every point goes on a map. It’s going to be a game changer for them and the people they help.
Q: These days you are all about PostGIS and QGIS. How and why did you take that route? Do you use Esri software?
A: I think I’ve been an Esri software user for nearly 23 years. I started with ARC/INFO 6 and stayed current up until 10.2. One of my clients has 10.5 I think (we’ve not opened it so I’m not sure entirely). In 2009 I even went so far as to be an Esri Business Partner and Certified Trainer for a short span.
In early 2013 I worked on a job that took me to the Caribbean. I worked alongside AppGeo (www.appgeo.com) and Spatial Focus (www.spatialfocus.com/) on assigning addresses in the US Virgin Islands. When you’re standing on St. Thomas you can’t say “Take me to 123 Main Street”. Addresses are by parcel number. Many streets weren’t named. Your address might be “Az42” and that’s it. It’s hard to order a pizza and almost impossible to get an ambulance to your location. Addressing is complicated. It’s also a bit fun to figure out. We built an address repository from scratch. The addressing repository was to reside in PostGIS.
I was incredibly worried because I knew nothing on PostGIS except it didn’t “work” with ArcGIS. I had QGIS installed (1.7.x) and started learning how it all functions together. QGIS and PostGIS are flexible enough to run on anything. I went and bought a cheap laptop for $350 (4GB of RAM and a 300GB hard drive). I loaded Linux on it. I loaded PostGIS, QGIS, and a few other pieces of software. I took a copy of the address repository and off we went.
Over the course of 4 months I learned a lot. I had one co-worker there who was great at improvising — Zac. We would hit a problem and he would sit down and write a solution. I had one co-worker Carol who was excellent at designing processes. So by the end of the project we had built a process that combined commercial and open source software to churn out address information from the MAR (master address repository) for the good people of the US Virgin Islands. Up until that one point I always assumed you couldn’t mix commercial and open source software. We had strung together Fulcrum, ArcGIS, Google Docs, QGIS, Python, and PostGIS into possibly not the most elegant solution — but it worked and it worked well.Total software purchase for the job was about $300 US. All on a $350 laptop. Run your current commercial software on a laptop with those specs.
When consulting you run into a lot of clients that go “Look — we don’t have any money — but we’ve budgeted $30,000 to buy software to run our GIS”. When I came back from the Caribbean I started asking “Why is software the centerpiece of your GIS and not your data?”. It completely changed the way I look at geo. With my toolset of QGIS and PostGIS (and Fulcrum) I can do about anything that needs done. GIS is fun again. I don’t spend 4 hours listing out software a client has to buy — I spend 4 hours discussing data and what problems they need solved.
Q: Do you miss ARC/INFO on Solaris? Do you miss coverages? (I do, for which I get ridiculed occasionally.) Why / why not?
A: I do miss it. I used to do a lot of remote sensing. All of our landcover went into coverages — I mean everything at the time went into coverages — roads, streams, landcover, etc. It had polygons. The polygons were also standalone arcs. You had labels — those were also the centroids for the Polygons. You could attribute nodes if I remember correctly. The move away from coverages was painful. I swore for a long time file-based geodatabases were just less functional coverages.
My first dive into GIS was on Solaris. I enjoy Unix. So these days thanks to the flexibility of the tools — Linux is my operating system of choice. I have one laptop that is running Windows 10 and one Virtual Machine running Windows 7. About once a month I stop and go “Oh god — why am I running Linux” and then I remember I haven’t rebooted my workstation in 3 weeks and haven’t bought virus software in 5 years.
The other thing I miss about ARC/INFO Workstation: You actually had to know what you were doing to use it. That sounds mean. It’s true though. ARC/INFO was a time investment. You had to know the commands. You had to know what happened when you used those commands. For a while I taught a model builder class I had written for ArcGIS. Most taking the class didn’t know model builder existed or what half the ArcToolbox tools did. I feel like now it’s just push buttons until you don’t get an error. Make PDFs. Woot. Sigh.
It’s hard to explain — coverages are ancient history. Sometimes you need to see where you came from to appreciate where you are.
Now that I re-read this — I’ll go back to yelling at clouds and tie an onion to my belt.
Q: How long did it take you to become comfortable with PostGIS? How long will it take for an old phart? (Asking for a friend.)
A: A year before it started to make sense. I’m not a database person — most desktop GIS people (there are a lot of them out there) never think in terms of databases. Spatial SQL didn’t make sense for a while. I was used to a desktop GIS way of thinking. If you wanted a buffer you had to create a file. If you wanted to do some analysis — there was a lot of pre-processing that you might have to do before hand. Most people look at a desktop GIS and go “shapefiles!”. I’ve run into QGIS users and ArcGIS users who produce shapefiles all day every day. When you’re able to comprehend that PostGIS/PostgreSQL and QGIS give you an enterprise-level database — for free — it will change your life.
Eh — about 5 years ago — maybe 6 I was at a conference. I was exploring Free and Open Source at that point. I had a salesman with a commercial company start a conversation over support. He argued — FOSS4G has no support. I argued back “well you’ve got the internet.” Actually — I was a bit wrong — you’ve got email lists, commercial firms, conferences (unofficial plug — FOSS4G in Boston for 2017), books, etc. So I leverage all of those. You’ve got so much support — it may not be typical as in you have a 1-800 number to scream at someone — but I’ve not been compelled to yell ever in the last 4 years at developers in the FOSS4G world.
The really awesome part — it makes GIS fun again.
So Join a listserve. Buy a book. Participate in the discussion. I’ve emailed developers with suggestions and in a few cases I’ve felt like I’ve affected the software. I like filing bug reports.
Q: I enjoy reading your blog. I learn from the technical articles, but I enjoy the personal pieces even more. I like your folksy storytelling style. Will we see more of this?
A: Everyone (including yourself upon occasion) has told me to write something and write more. Heh — I enjoy it. The work blog provides that outlet. So I use it to vent — I talk about technical and I talk about life.
I tend to get lost in work. Figuratively as I will sit here for hours wondering over some technical problem and literally I think at times I “lose me”. I will catch myself at times during the week going “Oh man I can’t go do that I need to work”. It’s hard to get up and walk off. Sometimes if I’m stuck I start typing. I’ll talk about finding a nifty tool in QGIS and Grass or accidentally eating squirrel. Writing helps me find my way out of work. It’s also a great mental health check. I’ve started a lot of blogs and halfway through I realize something was eating at me and I’ve vented enough to make it go away. Many of you are probably saying “Thank you” for me not finishing an article and hitting the trash button.
Not getting as lost has been easier as of late because I’ve taken a sabbatical from boards and other things. I’m going to do my best in 2017 to write 52 articles. I’m already a bit behind. Some may be “cheats” and just reposts of emails — BUT — 52 things. They will probably lean in to the technical but there will be more family and friends that get brought into the mix. I look around and my family has never been “this old” before. Aging parents, aging pets, and changing thoughts make for an interesting life.
Q: You own a canoe and a bicycle. As far as I can tell, you spend more time in the canoe than on the bike. Why is that?
A: Well… Hah. Growing up my first taste of freedom was a bicycle. I would ride for a while after school. I would ride a bike to work. Bike riding has always been a thing I do — but the canoe…
So when I was around 14 or so my friend Danny called and said “Hey — I’ve saved up some cash and I’m gonna go buy a canoe”. We drove up to Ocoee TN and he bought a 17-foot Kennebec Old Town Canoe. We immediately drove to Parksville Lake and threw it in the water. 15 minutes later we had flipped it. I was hooked. We did a lot of trips to places I’d never have gotten to see had I not been in a canoe.
It’s relaxing. It’s fun. It’s a low maintenance hobby. I can throw my canoe in any body of water and just explore. No gasoline needed. No new tires required. Give me about 15 minutes and you’ll never know I was there. Being in a canoe opens up a whole new transportation network you never think about — lakes and streams and rivers. I have threatened to take up fishing again. My one problem with that — it adds a level of cursing back into my relaxing sport. It’s like ruining a perfectly good walk in a field with a golf club.
When I graduated college my gift to me was a canoe — a 15-foot, 8-inch Old Town Discovery. I’ve had it for 23 years now.
This year I’ve got two plans:
Do an overnight trip because I haven’t done one of those in forever.
The second is to take my laptop and do something with QGIS while floating down a river.
Q: Not until I got involved with GeoHipster did I realize that in some parts of the US “hipster” is a dirty word. Is that the case in your home state of Tennessee? If yes, why do you think that is?
A: Nah — not a dirty word here. Of course it doesn’t stop me from poking at people and calling them hipsters and implying it’s bad.
Hipsters seem to push outside of the norm. Depending on what you are doing here in The South that can be a bonus or a detriment. I have one client that no doubt calls me a “hipster”. If I head down to the local organic market, I’m going “ugh hipsters”. Hipster might have an implication of being “not that useful” since you’re working outside the norm. So ultimately I don’t know why it’s bad — except people love giving labels to everyone. Plus people love getting offended over anything and everything.
Q: So, are you a geohipster?
I’m going to go with probably. I may be 80% geohipster. That’s how the saying goes, right — 80% of hipsters have a spatial component?
Q: On closing, any words of wisdom for our global readership?
A: Words of Wisdom. I can finally read my manifesto to the world.
People of the world — turn off your snapbook, your facegram, your tweetchat, and go outside. Find your nearest neighbor. Talk to them. I enjoy social media — but we’re missing a lot by not talking to people. Find someone you wouldn’t normally talk to and engage them in conversation.
GIS people of the world — if you’ve only ever used one type of Geographic Information System — try a different one. You may be going “OK you want me to use QGIS!”. Try them all — gvSIG, OpenJUMP, ArcGIS, etc. Of course — if you’ve ever been worried about trying QGIS and other open source alternatives to you commercial software — give them a shot, it will change your life. QGIS is coming up on a major release soon — help them out. It’s a great community of people.
Finally — go find a cause and volunteer. Want to help animals? People? Take a few hours a week and make it happen. It doesn’t take much to make a difference.
I’m an AICP-certified planner working as a consultant to small towns and rural communities in upstate New York. I provide planning and GIS services for municipalities, not-for-profit organizations, and other planning consultants that require extra capacity or specialized geospatial analysis they cannot perform in house. I started my business, Don Meltz Planning and GIS, in 2002 (www.donmeltz.com) and work out of my home office in Stockport, Columbia County, NY.I’ve recently started working as an Adjunct Professor at Marist College teaching a fall semester Intro to GIS course and a spring semester Advanced GIS course.I’m the Chairperson of my town’s Planning Board, a member of the American Planning Association NY Upstate Chapter, the New York Planning Federation, and the New York State GIS Association. For the NYS GIS Association I participate in the UAS (Unmanned Aerial Systems) Professional Affiliation Group and the Communications Committee.Personal Twitter - @DonMeltzBusiness Twitter - @Don_Meltz
Q: You have a Master’s in Regional Planning. How and why did you go into GIS?
A: It was a long and winding road, but I’ll try to concentrate on the main points.
I’ve always been a map person. I was the designated navigator on every trip we went on as a kid. I’d pore over the road map in the back seat, calling out turn-by-turn directions. I have a vivid memory as a pre-teen, the moment I realized those little grey numbers along the roads on the map represented miles. That’s when I became the back-seat GPS, reading the map, looking at the speedometer, and calculating how long it would be before reaching the next turn, or our destination.
The rest of the flow chart looks something like this:
An interest in sciences in high school leads to a Bachelor’s degree in Biology.
As an undergrad, taking a computer language class and a philosophy logic class in the same semester was an eye-opening experience.
Reagan gets elected during my junior year in college, which leads to downsizing and defunding many science-related agencies.
A biologist with a new degree and zero experience enters the family construction business.
A land use controversy with a neighbor, plus the frustrating limitations of working in a family business, added to the realization my body would not last in the construction field forever, leads to a life changing decision — grad school.
A Planning degree from U Albany with a personal interest in all things computer-related leads to working with GIS.
It took me a while to discover how planning lets me accommodate both my interest in protecting the environment, and my desire to build things. I like to tinker with things, figure out how they work, and how they fit into the rest of the world. Planning is the career that lets me satisfy nearly every curiosity I have about the world. And GIS is the tool that helps me do that.
Q: Your company, Don Meltz Planning and GIS, offers planning and GIS services. Which do you do more of — planning or GIS? Why do you think the breakdown is what it is?
A: I am a planner, and I’m a geospatial analyst. In my mind these job titles are one and the same. I truly make no distinction between my planning work and my GIS work. GIS is a tool I use as a planner to help me advise my clients on how to make knowledgeable land use decisions. There are times when I’m called in purely as a GIS consultant to help some town or village set up their own system. But the majority of my work is as an analyst, using GIS to identify and prioritize natural resources, or to model the impacts of a proposed land use.
I was a geodesigner before it became a thing.
Q: What are some cool GIS projects that you are currently working on? What GIS technology does your consulting company use?
A: Truth be told, most of my work is pretty mundane. I work on a lot of comprehensive plans and zoning laws for small towns, and agriculture protection plans for counties. I use primarily Esri ArcGIS with a smattering of QGIS. However, whenever I work for a town that wants to set up their own GIS, I always steer them in the open source direction — QGIS. I also keep an eye on what Boundless is doing. I’m really excited about how they’re integrating QGIS, GeoServer, and their new OpenLayers-based WebApp builder. I’ve been using all these tools for a few years now. And every iteration of the Boundless stack gets better and better.
My proximity to the Catskills, and their being the source for NY City drinking water has led to a few interesting projects. I worked on a very complex erosion model for a town in the NYC drinking water watershed using some of NOAA’s geospatial tools, including N-SPECT, which they’ve now turned into an open source tool.
There is a project coming up that involves a national non-profit and Marist College. I can’t go into too much detail, as the paperwork hasn’t been finalized. But, it includes analysis of a significant portion of the Hudson River ecosystem using historic data going back to the 1980s, and students acquiring new data based on what we discover through that analysis.
Another area I’m moving into is Unmanned Aerial Systems (UAS). I recently purchased a Phantom 4 Pro, and I’m now studying for my FAA Part 107 Remote Pilot’s Certificate so I can do some commercial work. I’d like to provide services for other planners and landscape architects doing site design work and 3D modelling. The technology surrounding these little aerial robots is amazing. They’re going to totally transform how we collect spatial data and how we incorporate it into GIS. This, and self-driving cars, will leave the world unrecognizable 50 years from now.
Q: You teach GIS at Marist College. What technology do you use in the GIS classroom? Why?
A: I came into the environmental science program at Marist on short notice. All of the previous professors had used and taught Esri products exclusively. I’m quickly moving them into a mixed environment. I added the FulcrumApp to a few assignments my first semester. Next semester I’m adding QGIS and some online mapping platforms. If I can convince the IT folks to let me set up a GeoServer instance, I’d like to be able to use that, too.
One thing I try to drill into my students’ heads is, if they want to become proficient at GIS, and stay ahead of the constant changes in the technology, they should use GIS every day. One of the problems I see with teaching pure Esri is, unless the student gets a job immediately after graduation, they won’t have access to the software. It’s usually too expensive for them to keep using on their own after they graduate. Another problem is it doesn’t work on a Mac, which probably applies to over 60% of the students in my class. If the software isn’t convenient to use, they aren’t going to use it every day. QGIS and open source tools in general overcome both of these hurdles.
Q: Suppose a student of yours tells you they are considering starting a GIS consulting business and asks for your advice. What would you tell them? Is there money in GIS consulting?
A: There is. But it’s not like the late 1990s, when if you knew what the letters GIS meant, you’d be hired on the spot. I teach my students to take a broader view of what GIS is. GIS is diffusing, spreading out into every industry you can think of. There will probably be opportunities for pure GIS consultants for quite a while. But most of the growth I see is in all the related fields. Environmental planners with GIS skills will always be in higher demand than those without. The same goes for engineers, surveyors, software programmers, system administrators, and even website designers. Anyone with some knowledge of how GIS fits into any of these fields will have an advantage.
Q: Open source is cool. “Open” is also the buzzword du jour. But can one make a decent living in open? A career? Or does it come down to a choice between coolness and moneymaking, romantic vs. practical?
A: When I started my business, one of the first questions a client would ask is “Do you have ArcView?” And nine times out of ten, answering yes was enough to get the job. But it’s probably been close to ten years since I’ve been asked what kind of software I use. The only thing my clients want to see is results. They don’t care if I made a map using ArcGIS or QGIS or a 20-year-old beta version of MapInfo (which I do have sitting on my bookshelf BTW, just in case). I still use ArcGIS mainly because that’s what I cut my teeth on. I’m familiar with it and I feel more productive using it. It also comes in handy when a client wants to share an MXD or a map package with me. I use QGIS when I run into something ArcGIS can’t handle, or when I want to try something new. Having open source tools at my disposal allows me to try new things on my own, at my own pace, without relying on a review by a third party to decide how a particular piece of software might fit into my workflow. Open source is a very practical solution for me.
Q: “The dogs bark, but the caravan goes on” — so goes an ancient proverb. Does this apply to the current GIS ecosystem? Are there too many mapping platforms?
A: I like to keep up on what’s going on in the GIS world. I follow a bunch of GeoNerds on Twitter and I read the blogs. But there comes a point where keeping up with the latest shiny gadget takes up more time than it’s worth. I have to make a living. And that means billable hours. I’d never say there are too many mapping platforms. But there are too many for me to check out on my own. This is where my Twitter feed comes in handy. I scan it continuously during the day. If something new pops up, I’ll check it out if I have time. But I concentrate on those tools that are mentioned the most. I’ve settled on ArcGIS Desktop, QGIS, GeoServer, FulcrumApp, and the Boundless stack as the tools I focus most of my attention on.
Q: What do you think about Arcade, the new programming language from Esri? Is launching a new proprietary programming language that only works within the Esri ecosystem arrogant, oblivious, or brilliant?
Q: You collect antique and classic cars and trucks. How did you get into this? Do you also work on and maintain the engines? Do you mess with the carburettor, valves, timing belt?
A: My father has always been a car guy. His family raced stock cars in the 40s and 50s. He started collecting in the early 70s, bringing me to every car show and swap meet he went to. He currently has eight classic vehicles on the road, including a Concours-restored 1959 Impala, a 1927 Gardner that was once part of the Harrah collection, and a fully restored 1932 Ford Roadster.
I’ve helped my father restore a dozen or more vehicles. I’ve done everything from sandblasting Model T frames to applying finish to the wood-spoked wheels of a 1920s Federal truck. The biggest restoration job I worked on was a 1931 chain drive AC Mack Dump Truck that we brought back from the grave, so to speak.
I’ve completely disassembled and rebuilt a 289 engine and C4 transmission from a 1968 Mustang Fastback I owned during my college days. Right now I have a lightly modified 1960 Ford F100 pickup that’s on the road, and a 100% original 1966 Ford Bronco that needs a lot of work.
I like to build things and figure out how they work.
Q: You camp, hike, run. I admire your vast portfolio of extracurriculars. Where do you find the time for everything you do?
A: All things in moderation. And don’t try to multitask. This is also where running my own one-person business comes in handy. I have complete flexibility with my schedule. As long as I meet my clients’ deadlines, I’m good. It doesn’t matter when I do the work, as long as it gets done. It also means I spend way too many days working until 2 or 3 AM.
My extracurriculars also seem to happen in spurts. There was a time when I was bagging Catskill Mountain peaks every weekend. I spent a few years spending a lot of time (and money) on photography. I still enjoy these activities, but I don’t participate in them as much as I once did. It’s the same with my classic car and truck hobby. It all but stopped when I got married and had children. But now that the kids are grown, and my father needs more help moving things around, I’ve started getting back into it.
Q: Do you consider yourself a (geo)hipster? Why / why not?
A: I believe one of the defining features of geo-hipsterism is eschewing labels. The moment a geo-hipster becomes self-aware, or proclaims to be one, they cease being a geo-hipster.
No, I am not a geo-hipster.
Q: On closing, any words of wisdom for our global readership?
A: Wow. This is the most difficult question of them all. I mulled over a few answers in my head, but they all seemed a little too pompous to me. Do I really have any special insight into how the world works? Some tidbit of knowledge that I could impart on others that they don’t already know?
No. I don’t.
But I do try to live by a few simple rules which I’ve actually never written down until now. So I’ll leave you with them. I’m not saying everyone should follow them. But they work for me.
Andy Dearing is the CEO of Boundless and previously held the role of the Vice President of Professional Services. A commercial pilot and self-taught geographer, Andy has been working with GIS for nearly 15 years. He can often be found working from one of Boundless' many locales, or at a number of industry events and philanthropic endeavors throughout the year. Andy resides in Missouri with his wife and four kids, where he enjoys hiking, fishing, and woodworking - when he is not out camping with his son’s Boy Scout troop.
Q: For those in our audience who do not know, please describe Boundless.
A: Boundless provides a commercially-supported open geographic information system (GIS) ecosystem, which includes a unique combination of technology, products, and experts. We provide expertise and support around many world-class open source geospatial projects – PostGIS, GeoServer, OpenLayers, QGIS, GeoNode, and more.
More than 90 fantastic team members call Boundless home. Although we are a pretty virtual company, we have offices in St. Louis, New York, Washington DC, New Orleans, and Victoria, BC. We work with many organizations worldwide who understand the value of GIS, the power of open source, and the world-class support Boundless is known for.
Q: Did you find your career in spatial or did the spatial career find you?
A: You can definitely say spatial found me! My college degree was in Aviation Science and Aviation Management, where I was a certified flight instructor and commercial pilot. However, this was not too long after 9/11, when the aviation industry had hit rock-bottom. So with few pilot jobs available, I by chance went to a job fair where a mapping startup was looking for pilots to make aeronautical charts in GIS. From then on, I have been in GIS… it’s been a fun ride!
Q: Each city’s geo community has its own flavor; how would you describe the spatial community in St. Louis?
A: I would consider St. Louis a very strong center for GIS. There are a couple anchor tenants in St. Louis who drive the vocation – namely the National Geospatial-Intelligence Agency (NGA), Monsanto – as well as many more local organizations who have adopted and are using GIS extensively in their business operations.
There are several organizations around the area that are evangelizing GIS. The Maptime STL chapter has been a strong group, promoting open data and GIS technologies for collaborative learning, exploration, and map creation. The St. Louis GIS User Group is also a fairly active group in the area.
There are several educational institutions in and around St. Louis that have fantastic geography and GIS programs. Southern Illinois University Edwardsville has a phenomenal Geography department with focused programs in GIS, cartography, sustainability, and more. Washington University and Saint Louis University also have growing geography programs and GIS labs as well.
Q: What have you found to be the largest hurdles to organizations adopting an open source solution? What strategies have you developed to alleviate these concerns?
A: Many organizations still have not heard about open source, nor are they aware of what open source geospatial tools are out there. So many times, we have to help organizations understand how open source works, how the community around open source governs the code (contributors, steering committees, etc.), how new features are contributed to the product, and for Boundless, how the projects can be supported. Once organizations understand what open source is, they quickly realize all the benefits of adopting open source for their operations.
The second challenge we see organizations (including many of our customers) experience is understanding where to start. Open source geospatial projects are extremely powerful, robust technologies. But for customers transitioning off proprietary technologies or new to GIS, it can sometimes be overwhelming to figure out where to start. Boundless helps make open source geospatial technologies easier to adopt and integrate through training courses, certification programs, and professional services… all backed by our helpdesk and online support.
The biggest hurdle we see is that many business do not want to completely scrap all the work they put in with proprietary solutions. Having been in the GIS community since the early 2000s, we know that, historically, there have only been two options – proprietary or open source – and not much in between. Boundless makes it easy to have a hybrid solution that utilizes both open source and proprietary tools. The product is affordable and user-friendly, yet very powerful and professional, enabling organizations to have the best of both worlds.
Q: I volunteer at CSU, and the students I interact with simply haven’t heard of open source solutions. Is Boundless currently doing outreach to students or planning on doing so in the future?
A: Yes! Boundless has developed an Academic Engagement initiative, where we support colleges and universities with software, documentation, and training to jump-start their programs – for free! Also, with the recent launch of Boundless Connect, we offer a full suite of software, videos, training, tutorials, documentation, and more to make the most out of your open source experience – this is all free for students and educators as well.
From an outreach perspective, Boundless staff supported many GIS Day and Geography Awareness Week events – a detailed recap can be found in this blog post.
For me, one of the most inspiring events was being able to sponsor 51 teachers to participate in the Geography 2050 Symposium on November 17-18. These high school AP Human Geography teachers and American Geographical Society AP Teacher Fellows participated in a Mapathon to learn about OSM and open data, as well as listened to powerful presentations on sustainability from industry leaders. These educators are transforming the next generation of geographers, and we could not be more honored to support them.
Q: With the “stew” of GIS, data science and big data all fusing together, there have been a number of open source projects, like GeoMesa, popping up. How is Boundless adapting?
A: This is a great example of how quickly open source projects have been established to handle and support emerging IT trends. We are seeing many great projects, like GeoMesa, become the technology of choice to handle specific big-data analysis and visualization. This is not easy, but smart engineers (like the folks at CCRi) have been able to assemble code that massively scales to crunch through all the information you throw at it. We see numerous open source projects popping up that are solving some of these complex problems: GeoWave for big data analytics, GeoTrellis for imagery and rasters, and many more.
The cool part about all these projects is their interoperability with GIS projects like GeoServer. There is a great case study from CCRi on how GeoMesa integrates with GeoServer here. And likewise, we package the GeoMesa plugin for GeoServer with Boundless Suite, so our users can seamlessly set up and start seeing value from their big/large data sources.
So what is Boundless’ position? We do GIS, and we do it pretty well. If there are other open source projects out there that feature complex data science, imagery processing, or data analytics, we want to build connections to those projects. Let the GIS technologies do GIS, and likewise, let the big data / analytics technologies do big data / analytics. The beauty of open source is we can make these things work together, without trying to crack proprietary code, and give the users the most powerful technology platform to solve their business needs.
Q: Is there anything exciting coming out of the Boundless Skunkworks you can share?
A: C’mon, there’s always something exciting coming out of Boundless! We have been working hard on several cool projects recently and I am super excited to give you a sneak peek.
First, we are set to unveil a massively scalable version of GeoServer for large-scale enterprises in early 2017. This will blow any existing server-tier GIS platform out of the water. Code-named GeoServer EC, we are able to instantly scale up/out hundreds, if not thousands, of GeoServer microservices to process however much geospatial data you throw at it. So as the amount of location-based information exponentially increases over the next five years, GeoServer EC can scale up/out to meet those demands:
Second, we are going to be launching our Connect API, which will sit behind Boundless Connect, to stream content and services directly to your Desktop and Web applications. And to let you in on a little unannounced secret – we have established data partnerships with two premier geospatial content firms just recently… so you will soon be able to directly access beautiful base maps, driving directions, imagery, and more, directly inside the Boundless suite of products with your existing Boundless subscription. And we will be continually adding more data services throughout 2017:
Q: According to your LinkedIn profile, one of your hobbies is woodworking. Do you have any piece you’re particularly proud of?
A: Ha! Let’s just say I am a very amateur woodworker and am humbled by all the amazing work out there from those who are true artists. Me, I tend to hack at it when I get a few free moments – which seem to be fewer and farther between these days!
For me, woodworking is an opportunity to actually produce something (outside of emails) with my hands. Even if the output is not perfect, it is something you can call your own. Whether you are molding clay or carving wood or knitting or crocheting, it is so rewarding to be able to spend time making something you are proud of with your own two hands.
Personally, there are two (different) pieces that I am proud of. My favorite piece of furniture that I made was a hutch that took me, well, it took me forever to make. But I learned so much along the way.
The second was more of a “construction” project, creating built-ins in the laundry room to attempt to tackle all of my four kids’ coats, shoes, book bags, and whatever other junk they can manage to fill them with. This was one of the more fun projects, and it made my wife rather happy. 🙂
Q: Lastly, do you consider yourself a geohipster?
A: Ah, this question… I figured I would get away without you asking it. I consider myself in the “GeoHipster Fan Club.” I have a GeoHipster shirt, attend geo meetups, and get excited when I see dots on a map. Now I just need a GeoHipster sticker…
But in all seriousness, there are so many awesome geohipsters out there who continue to push the science of geography, GIS, remote sensing, and spatial analysis further and deeper. It is such an amazing time to be in the geospatial profession, and I could not be happier to be a part of a company and a community who continue to push it forward in new and more open ways.