essays on geography and gis, volume 1

Upload: esri

Post on 10-Apr-2018

226 views

Category:

Documents


0 download

TRANSCRIPT

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    1/102

    GIS Best Practices

    Essays on Geography and GIS

    September 2008

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    2/102

    Table of Contents

    What Is GIS? 1

    What Holds Us Together 3

    Exploration in the Age of Digital Earth 9

    Dynamics GIS: Recognizing the Dynamic Nature of Reality 17

    Living Inside Networks of Knowledge 25

    What Historians Want from GIS 35

    Bring Back Geography! 47

    The Fourth R? Rethinking GIS Education 63

    Nature, the Human Network, and the Role of GIS 69

    PeopleNature: The Human Network 79

    PeopleNature: The Natural Network 93

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    3/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    4/102

    What Holds Us Together

    By Arthur Getis

    When did you realize that maps and mapping were truly interesting things The tremendous response to GIS over the last 20 years did not happen bychildren, when we matured from being self-centered individuals to externawe developed a strong sense of place and a strong curiosity about the worspatial point of view was latent within us. Educational theorists have alway

    perspective exists among all normal people. When we are still in diapers, wwhere things are relative to where we are. But for most of us, as we develoyoung adults, the spatial perspective is not tweaked. If no friend, teacher, ostimulate that natural tendency, or our circumstances limited the world thatpossibly known, we might have said, as so many people have said in the pnot one of my strong subjects" or "Maps don't mean much to me." Unfortunlacked that stimulus, but the readers of this article have been fortunate to h

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    5/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    6/102

    to there, we become good at it. When we have marvelous technological toprocess, we no longer say "100 meters south" when we mean "125 meters

    the experience of working with maps leads to our discovery of spatial relatigets our spatial perspective going in high gear.

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    7/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    8/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    9/102

    Exploration in the Age of Digital Earth

    By Dawn J. Wright

    What might the concept of exploration and the notion of discovery mean toGIS practitioners today? Exploration of our planet through fieldwork and, hof new places is still ongoing, but so is the exploration of environmental dainformation spaces that do not necessarily include spatial data. Therefore, place does not necessarily mean having to "be there" in the field. Presente

    the themes of data sharing and the benefits thereof in the United States ancyberinfrastructures (i.e., the use of high-end information technology in day

    just for the occasional supercomputer job), which are taking hold in basic aand also within the realm of digital government. Under the umbrella of cybeexciting new research topics are being developed in the areas of Web GISalgorithms, data structures, stability, performance, and other computing isslibraries and semantic interoperability within Web GIS, and networks of datclearinghouses that are being built with open-specification Web mapping s

    feature services.

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    10/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    11/102

    theoretical frameworks to be solved. For instance, interoperability is one oftopics that geographic information science, computer science, and others s

    times we pay the price for building technology in the absence of good theoIn the United States, the term cyberinfrastructureis being used with greateto how the traditional modes of scientific research (e.g., experimentation inin the field, processing/analyzing on a single calculator or computer, calculan envelope) are being extended or replaced by information networks. Indeinfrastructure has represented roads, bridges, railroad lines, power grids, ecomponents of modern communities, cyberinfrastructure now refers to the components of modern scientific and engineering methodologies (i.e., info

    digital communications, and distributed computing). As stated by a recent bpanel of the U.S. National Science Foundation (NSF), one of the primary fuapplied research in the United States, "Cyberinfrastructure will become as important as an enabler for the enterprise as laboratories and instrumentatas classroom instruction, and as fundamental as the system of conferencedissemination of research outcomes."

    Distributed computing is a particularly important part of the equation, as the

    in cyberinfrastructure for serving, rendering, analyzing, and simulating maythe datasets themselves (and this distribution often implies that data produare willing and able to share their products, often in near real time). As succyberinfrastructure deals with the interoperability of technologies, as well aconnectivity, and usability, within the realms of large systems, such as univresearch collaboratives, and local/county/state/federal governments.

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    12/102

    Illustration by Jay Merryweather, ESRI.

    NSF now provides federal dollars through an Office of Cyberinfrastructure, witacquisition and upgrading of supercomputing facilities, high-capacity mass sto

    enterprise software suites and programming environments, support staffers, etacademic community. It may soon become one of the most important funding pfor geographic information science. Related to this is the NSF Digital Governm(www.digitalgovernment.org) with a mission to link academic research in inform

    Current Initiatives in theUnited States

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    13/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    14/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    15/102

    some cases as fulfillment of a grant deliverable or contract, which must beorganization becomes eligible to apply again for future funding).

    The following is a small sampling of compelling cyberinfrastructure researcundertaken within the GIS/geographic information science (GIScience) comexplanation and references may be found on the Web sites of the UniversiGeographic Information Science (UCGIS) (www.ucgis.org) and the GISciein Mnster, Germany (www.giscience.org).

    Ontology and ontology cataloging, where ontology is briefly defined as of concepts and terms used in a practice or discipline. Ontologies can tsemantic aspects of metadata, including lists of terms with definitions, relationships between terms, rules governing those relationships, and peach term.

    Closely related is the area of semantic interoperability and the semantiontologies, words may still mean different things to different people withcommunity, and how does one, for example, search effectively through

    based on the words in the metadata (e.g., coastline vs. shoreline, seaflengineering vs. ecological resilience, resilience vs. robustness, scale vbuffering vs. GIS buffering)?

    Spatialization, or the process of mapping out nongeographic informatioattempt to improve distribution, search, and visualization of data and in

    Development of domain-specific data models, with their accompanyingand toolsets, and data models for Web GIS.

    Grid computing (Grid GIS, distributed agent GIS, peer-to-peer [P2P] Gcomputing power may be as distributed as the datasets themselves (e.data on one machine, render it on another, send it back to another mac

    A Concluding Eye tothe Future

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    16/102

    Design, architecture, algorithmic, and data structure issues

    Data mining/Knowledge discovery, visualization

    Distributed GIS education (distance)

    As work continues in these areas, and collaborations and funding levels remaithe present levels, the future appears bright for a new kind of exploration and dproductive rediscovery) of physical places, environmental databases, informatspatial data infrastructures, and the like, through cyberinfrastructures.

    Dawn Wright (a.k.a. "Deepsea Dawn") is a professor of geography and oceanoOregon State University, where she has been on the faculty since 1995. Dawnsome of the most geologically active regions of the planet on more than 20 oceexpeditions. She has published five books and more than 70 papers. In 2005, Milton Harris Award for Excellence in Basic Research.

    (Reprinted from the Winter 2006/2007 issue of ArcNewsmagazine)

    About the Author

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    17/102

    Dynamics GIS: Recognizing the Dynamic N

    RealityBy May Yuan

    Reality is dynamic. In fact, dynamics is so essential to reality that a static wto imagine. Space and time penetrate physical, biological, social, and humThe accumulative nature of sensing and knowing our world arises through experiences and interpretations. Some disciplines, such as geography andemphasize the spatial dimension of world knowledge, and other disciplinesand climatology, take timecentric approaches to organize evidences of reaspace-time integration that provides the explanatory power to understand aIn this article, I advocate for the concept of dynamics GIS to fundamentallygeographic information science as a means to improve our understanding that understanding, to develop geographic information systems that enhanformulate interpretations, make informed decisions, and develop adaptatioever-changing world. Before continuing, I would like to clarify my use of dy

    of dynamic GIS. The emphasis refers to the fact that a GIS can represent, geographic dynamics, not that a GIS is dynamic.

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    18/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    19/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    20/102

    From a different angle, Gerald M. Weinberg's book entitled An Introduction to Thinking, published by Wiley in 1975, suggests three types of systems:

    Small-number simple systemsThe behaviors of elementary units can be individually by mathematical means or qualitative descriptors. Examples arsystem and a class of students.

    Large-number simple systemsCollective characteristics can be considerstatistics. The large number of elementary units in a system ensures that sparameters (means, variances, etc.) are representative of general charactesystem, due in part to central limit theory. That is, when we collect a large

    independent observations from a population, the means of independent saobservations (which are also representative of the population mean) will apdistribution. Examples are the heights of individuals and the property valuethese systems, phenomena are sums of a large number of independent rahence are approximately normally distributed by the central limit theorem.

    Middle-number complex systemsThe number of members is too small tomeasures representative but is too large to account for individuals. Therefonumber complex systems require attention to members both individually an

    Hierarchy theory is a subsequent development of General System Theory to anumber complex systems in which elementary units are few enough to be self-noticeably unique in their behavior, and meanwhile, these elementary units areto be modeled one at a time with any economy and understanding. Echoing voemphasis on organization, Herbert Simon argued in his 1973 paper, "The OrgaComplex Systems" (in H. H. Pattee, ed., Hierarchy Theory, pp. 327. New YorBraziller), that any complex system in the world must be hierarchical; otherwis

    no way to acquire and understand it. He further elaborated on the importance structures to the sustainability of a complex system, for only hierarchies can evand successfully in a consistently changing world.

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    21/102

    Illustration by Antoinette Beltran, ESRI.

    Simon's argument is not without criticisms, especially for imposing hierarchover markets. However, his emphasis on hierarchy as a structure to connesupersystems in a complex system is well accepted in hierarchy theory. Ind

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    22/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    23/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    24/102

    constraints that they pose to objects at a lower level, as well as their support oobjects at a higher level in the associated hierarchy.

    In contrast to aggregation and agglomeration, narration produces narratives thin space and time. A narrative system connects geospatial lifelines via spatial amarkers to tell us what has happened, how it happened, and what could have Constructing narratives from spatial and temporal data is very challenging, butunderstanding dynamics cannot be underestimated. Storytelling is said to be oeffective ways of learning, sense making, and communication, and some consonly species with the intelligence to construct narratives. Regardless of the vaclaims, mapsas the most popular communication means of geographic infor

    greatly enriched with narratives (perhaps semiotic forms) to add dynamics that

    When a GIS is able to capture and handle information about geographic dynamempowered to study the world not just spatially or temporally but holistically froperspective. A dynamics GIS needs to make the connections across multiple tthrough spatiotemporal integration and summarize discourses and mechanismdynamics manifest and narratives unfold. Think about a GIS not only to show wbut how geographies become.

    Dr. May Yuan is associate dean and Edith Kinney Gaylord Presidential professof Atmospheric and Geographic Sciences, University of Oklahoma, Norman, Odirector of the Center for Spatial Analysis. She is author (with K. Stewart) of CVisualization for the Understanding of Dynamics in Geographic Domains: A Re(2008, CRC/Taylor and Francis) and editor (with K. Stewart) of Understanding Geographic Domains(2008, CRC/Taylor and Francis). Her primary research a

    representation of dynamic geographic phenomena in support of spatiotemporaand modeling.

    About the Author

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    25/102

    Living Inside Networks of Knowledge

    By Nick Chrisman

    Nearly every article on technological change begins by saying that recent cunprecedented. As I begin this essay about new directions and choices, I roverblown prose of the manual for a 1974 data conversion program. It beghave witnessed the upsurge . . ." After 33 years, the upsurge becomes justBeen there; time to break the habit.

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    26/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    27/102

    still managing it with some elements of the telegraph mentality of centralizathe official-looking professional presence of a clearinghouse inspires confidbusiness model fails to grasp how the world has changed.

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    28/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    29/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    30/102

    measurements of gray by pixel are still not really what any user wants. The imsubstantial processing to recognize a specific personor a moose, for that mathis trick is no longer the wild dreaming of a sci-fi writer.

    Just as the Internet grew in a given historical setting, the distributed sensor nefuture will emerge from the little bits we already have. It will not get integrated somebody makes the effort and has the access. I do not doubt that it can be db h l i ill d bili i i i i i Th ill b

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    31/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    32/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    33/102

    From 1972 to 1982, Nick Chrisman was a researcher at the Harvard LaborGraphics and Spatial Analysis. He is now professor of geomatic sciences aQubec City, Canada, and is scientific director of GEOIDE. He is the authoUnknown: How Computer Mapping at Harvard Became GIS, published in 2and the textbook Exploring Geographic Information Systems, published by1997 and 2002.

    (Reprinted from the Fall 2007 issue of ArcNewsmagazine)

    About the Author

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    34/102

    What Historians Want from GIS

    By J. B. "Jack" Owens

    An increasing number of historians, particularly those dealing with world hilarge geographic regions, are becoming interested in using geographic inforesearch and teaching. Historians are noticing GIS because they normally in complex, dynamic, nonlinear systems and, therefore, demand a means number of variables and identify those variables most likely implicated in th

    transformation of such systems.

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    35/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    36/102

    Fernand Braudel sought ways to shake historians into an awareness that they needed to focus on geofLa Mditerranee (1966) featured a striking image designed by famed cartographer Jacques Bertin

    Sea often show how much of Europe is only a tiny slice of North Africa To emphasize the importance

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    37/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    38/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    39/102

    and decide what additional information is required. Such research will often prbased on digital, shared databases, archived in public, online repositories, whia body of knowledge capable of expansion and the correction of errors. The cu

    will allow us to better address the complexity of history by melding diverse voicand a wide variety of sources. This capacity for collaborative work will enable hresearch teams able to submit more ambitious proposals to a greater variety oand will lead to jointly authored papers addressing a broader range of problemBy escaping their self-imposed disciplinary isolation, historians will enhance andiscipline at the same time they will make themselves an important part of the institutional budget difficulties.

    In response to these many factors, and to produce leaders for this exciting futuresearch and teaching, the History Department of Idaho State University (ISU)internship- and GIS-based master's degree program in geographically integratofficially as the M.A. in Historical Resources Management (MHRM). This appehistory program of its kind in the world (see the Fall 2005 ArcNewsarticle on t"Idaho State University Creates Innovative Program in History and GIS"), and fundamental building blocks of ISU's proposed interdisciplinary Ph.D. in social human biocomplexity. These developments are supported by ISU's GIS Centeuniversity has never had a geography department, the center's director reportsvice president for research, and its oversight committee has representatives fracademic units, including the History Department.

    During the process of creating the master's degree program, we transformed ohistory curriculum to give it a distinctly geospatial focus. For example, we mayhistory department to state as a core objective that students will understand ca

    and maps as historic sources. With the kind assistance of Waldo Tobler, I introon this subject to history undergraduates in the fall of 2006.

    The Future ofHistory at ISU

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    40/102

    Spatial, complex economic models, like this one of a choppy-growth pattern, can be projectThe bottom sheet shows alternating growth and decline areas projected to a regional ma

    T. Puu, Mathematical Location and Land Use Theory (2nd ed.; 2003: 276), with permispublisher Springer Verlag.

    Although the first students only began their master's studies in August 200already permitted the department to submit major multiyear funding proposown research and the educations of the master's students and participating

    We have under consideration a proposal for an ambitious multidisciplinarythe impact of public policy on rangeland health in 20th-century Idaho, Monwe are in the preliminary proposal stage of a project to develop GIS-based

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    41/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    42/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    43/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    44/102

    perceptions and values, models for understanding process within one histoours, may not be easily adaptable to others.

    Therefore, to create a GIS for data organization and visualization that is furesearch and teaching, many new models will be required, and this demanresearch capable of profoundly changing a number of academic disciplinesevolution of cooperation-based commercial networks in the first global ageunderstanding the pattern or form of these networked interactions and the dynamic, nonlinear world system, the DynCoopNet project will create the sto implant GIS as a significant component of historical research and teachi

    J. B. "Jack" Owens is professor of history at Idaho State University. He is tGIS-based master's program in geographically integrated history, the M.A.Resources Management. The U.S. National Science Foundation has fundeDynCoopNet project for three years. Owens' understanding of complexity, and temporal GIS has been shaped by reading papers by the computer scgeographers, and mathematicians of the DynCoopNet research team, incluand Sonis (identified above) and professors Monica Wachowicz and May Y

    to thank them for their patience in responding to his endless questions abo

    (Reprinted from the Summer 2007 issue of ArcNewsmagazine)

    About the Author

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    45/102

    Bring Back Geography!

    By Jerome E. Dobson

    Quiz after quiz has shown that kids today don't know where any place is. Hheard this lament about "geographic ignorance" or "geographic illiteracy," acalled?

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    46/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    47/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    48/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    49/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    50/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    51/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    52/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    53/102

    Today, considering our nation's new capacity for rapid warfare, it is worth nAmerican Geographical Society's role in World War I and Bowman's role infar more to do with peace than war. Knowing the field of peace ahead of tim

    than ever.

    If geography did not exist, it would have to be invented. Indeed, there are fin which it was reinvented by authoritative bodies purportedly unaware of it

    Ten years into the purge of geography, Congress passed Title VI of theEducation Act (NDEA) of 1958, which authorized funding to build "area

    U.S. universities to ensure "trained expertise of sufficient quality and qunational security needs."

    Forty years into the purge, three federal agencies signed on to a proposcientific discipline called "earth system science." Days after the Bretheappeared in the late 1980s, I read the definition in a plenary session atconference of geographers, and they recognized in an instant that georeinvented yet again. The auditorium erupted in laughter.

    Columbia University disbanded its geography department in 1986 and established the Earth Institute "for the integrated study of Earth, the ensociety." Geography is not listed among its "core disciplines."

    Harvard University discontinued geography in 1948, and the results shcurricular review of 2004. The report called for bold remedies includinggeographybroader knowledge of diverse sciences and a better undecultures, economies, and policieswithout mentioning its name.

    All four sound like manifestos for geography, but the word itself is assiduouwhere it normally would be used in common language.

    Aliased Geography

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    54/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    55/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    56/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    57/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    58/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    59/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    60/102

    The Fourth R? Rethinking GIS Education

    By Michael F. Goodchild

    When Ross Newkirk and I started a course in GIS at the University of WesCanada in 1975, we hoped to introduce some of the students in the undergprogram to a new kind of computer application, one that seemed to have eThirty years later, that promise has been realized in spades. GIS courses aall universities and colleges and are enthusiastically received by students ifrom geography to criminology, from environmental studies to civil enginee

    for anyone majoring in any of the sciences dealing with the earth's surfacehearing about GIS, and courses are even available in some of the humanitof California, Santa Barbara (UCSB), for example, one can learn about GISa professor interested in the sacred meanings of space in Japanese culturstudents taking GIS courses each year in the United States alone is certainthousands and worldwide may exceed 100,000.

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    61/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    62/102

    discovering information, and comprehend such basic concepts as scale anTogether, these amount to what one might term spatial literacy, a set of abworking and reasoning in a spatial world and to making a picture truly wort

    Children grow up to function as adults in a world in which the three Rsrearithmeticare considered essential as much to basic functioning as to thehigher objectives. Today, we surely have to add spatial literacy to the list.

    This theme seems to be striking a chord in many places around the world. Kingdom, three universities are collaborating in SPLINT (www.spatial-literasome success in reaching this new, much broader audience. In the United Research Council (NRC) recently released a long-awaited report Learning

    (www.nap.edu/catalog/11019.html), which includes many useful ideas abouspatial literacy in the K12 world. Google Earth has stimulated a large andof hackers and bloggers who are feverishly adding value to the service throcommentaries, and extensionsand many of this new community have nowhatsoever.

    What might all this mean for GIS education? It seems to me that it demandin which spatial literacy is recognized along with other basic abilitiesthat spatial data need to rank with numbers, text, and logic as essential ways in

    function, both on and off the job, as they reason, interact, and generally livtradition of U.S. liberal postsecondary education, this makes spatial literacyvariously known as the core curriculum or general educationthe set of coeveryone and from which every student is expected to choose a significantcourse load.

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    63/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    64/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    65/102

    it is easy to see how spatial literacy can be helpful in just about any area of thethis is both good news and bad newsgood in the sense that it provides an imargument for spatial literacy, but bad in the sense that no single discipline is cl

    for adopting and promoting it.

    These and many other issues will be the subject of increasing debate in the neWhat is clear, however, is that GIS education needs to think about its future anup to an entirely new concept of its role. One hundred thousand students takinworldwide is impressive, but it represents no more than 0.1 percent of all of thepassing through the world's educational system in any one year. Postsecondanotoriously resistant to change, and yet pressures for change are overwhelmin

    rapidly developing countries, such as China. Moreover, any educational systempoints where change can be initiated effectively. Graduate students can be verat embarrassing their stuck-in-the-mud professors to accept new ways of thinkagencies and foundations can provoke change by well-directed infusions of recollaborative efforts across an interested community can work wonders. Togetthis happen.

    Michael F. Goodchild is professor of Geography at the University of California,He was elected member of the National Academy of Sciences in 2002 and hashonorary doctorates from four universities. In 2001, he received a Lifetime Achfrom ESRI. He has published 15 books and more than 350 papers.

    (Reprinted from the Fall 2006 issue of ArcNewsmagazine)

    About the Author

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    66/102

    Nature, the Human Network, and the Role o

    By Gary Moll, Michael Gallis, and Heather Millar

    The environment is a seamless, interactive system that wraps the earth. Ateveryone understands that what happens on the land affects the health of waterways, and so on.

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    67/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    68/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    69/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    70/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    71/102

    This is urgent because across the world our exponentially increasing demand resources decimates natural areas. Nationwide in the United States, only 6 pevast, old-growth forests remain, for example. In addition, timber companies are

    huge swaths of the Canadian Rockies.

    In Atlanta, Georgia; Chicago, Illinois; Los Angeles, California; Memphis, TenneFlorida; and other urban regions, the expanding network is leading to greater uregions grow, they erode the natural landscape. East of the Mississippi River, lost 30 percent of their tree cover, according to American Forests' Urban Ecosy(UEA). The association has conducted UEAs in more than 40 metropolitan areStates. The analysis combines remote sensing, GIS technology, and ecologicacalculate changes in land cover over time, as well as determines the financial changes.

    We need to understand our cities in context. Urban and economic activity operate and impact the environmThis diagram shows how Cincinnati, Ohio, is part of, from left to right, the global network, the North Americ

    region, and a metro region.

    Sadly, because of the way our business and political institutions are set up, moembrace regional, systemic planning that effectively reconciles the needs of bonature.

    Yet, in many quarters, there is a growing recognition that we've got to try to dobecause business as usual isn't working Consider for instance that municipa

    It Doesn't Have to BeThis Way

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    72/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    73/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    74/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    75/102

    Gary Moll is the leader of the Urban Ecosystem Center at American Forests. Tconducted ecosystem analysis on more than 40 metropolitan areas. In 1996, tproduced CITYgreen software to assist GIS users in analyzing their local ecos

    Gallis is a member of the board of directors for American Forests, an ESRI Buand is a strategist and principal of Michael Gallis and Associates in Charlotte, strategic planning and design firm. Heather Millar is a Brooklyn-based writer wmany magazines, including the Atlantic Monthly, National Wildlife, Sierra, and

    For more information, visit on the Web www.americanforests.org.

    (Reprinted from the Winter 2006/2007 issue of ArcNewsmagazine)

    About the Authors

    More Information

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    76/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    77/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    78/102

    To fully understand the development of the United States' Northeast, we nethat the human network is not new. It has been evolving since people first continent.

    Northeast Urban Lattice Evolution 1945: Stage OneThe traditional NortFor centuries, a spider web of two-lane roads and regional transit systems linked the few large Northtowns set in a rural countryside. During World War II, the network began to expand and strengthen

    The Beginning of theAmerican Network

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    79/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    80/102

    As it has developed, the network has added more layers, each of which haspecialized. As autos and air took over passenger traffic, railroads and steahauled only freight. This increased specialization has more tightly linked th

    it more interactive. It exerts an ever-greater influence on our lives, businesand institutions, which have also dissolved into a mosaic of disciplines and

    We need to get beyond our own communities, our interest groups, our spesee our nation as an integrated whole, it becomes obvious that cities and mare the smaller and larger networks that have grown at the interstices of a network. At key access points that link the United States to the larger globaGeorgia; Chicago, Illinois; Los Angeles, California; New York, New York; orCalifornialarge urban areas have grown up like spider webs between theenormous economic tree.

    So let's take an example so familiar that we think we know all about it: the the United States, the area from Washington, D.C., to Boston, Massachuseoldest urbanized region. In 1960, this region had already been labeled a mseemingly borderless urban region that reached beyond traditional city bou

    the eastern seaboard has urbanized much more quickly and in a much diffpredicted or broadly understood. The East Coast is not the linear corridor asmear that was predicted and that most of us imagine. Rather, the region hurban lattice composed of metropolitan centers and corridors extending we

    The InterstateTransformation

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    81/102

    Northeast Urban Lattice Evolution 196090: Stage TwoNortheast CorridorThe Interstate Highway Act of 1956 created a macro-scale pattern of highways, forming a new framew

    accessibility and mobility. Thefirst phase of this new network developed in a l inear pattern along the Ncombination of I-95, New Jersey Transit, and the Amtrak line that connected the region's cities. The secon

    began in 1975 as thefirst urban beltways provided a new framework for even greater suburban expans

    When World War II ended in 1945, the cities from Washington, D.C., to Boston

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    82/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    83/102

    cities with well-developed airports and a terrible disadvantage to the small citieair service like Hartford, Connecticut; Harrisburg, Pennsylvania; Wilmington, DDanbury, Connecticut.

    Those who envisioned the interstates saw them as a strategic tool to connect conly goods but also tanks and other weapons in case of war. Yet the roads thelinear cities as more homes and businesses clustered around these high-speealso became the habitat of bumper-to-bumper traffic. To relieve this pressure, began to construct beltways around urban areas. But these new ring roads didease traffic congestion. They greatly expanded the urban edge, opening up tho

    just happened.

    In Boston, for instance, the first ring, Route 128, was built 5 miles out from thesecond ring, I-495, went in about 30 miles out. A third ring, a combination of I-1now lies approximately 45 miles from downtown. While the population of Bostohad declined from 800,000 to 500,000 since 1970, the population of the Bostogrown by 5 times to 4 million. During this period, the amount of space these pehas increased to 10 times the area of the original city. As this pattern repeated

    Northeast, the natural landscape was disappearing faster than at any time in hStrangely, as the human network became more complex, the engineers and pwho planned it became more specialized. While the designers of the interstateat the continent as a system, those who followed them did not. Increasingly, plnot emphasize network performance, how each segment or component fit intosystem. Instead, they focused on each segment, such as the links between Neand Albany, the state capital. They defined performance narrowly: by capacity gave little attention to the patterns of urban growth, the economy, or our quality

    result, transportation planning became reactive, responding to congestion andWe no longer set any proactive goals: When we plan a road, we do not try to anetwork, a stronger economy, or a healthier environment. The same is true of o

    The City Gets a Belt

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    84/102

    We have become more narrowly focused while our reach has become almSince 1990, this network has morphed into a massive urban lattice linked band corridors like a gigantic Tinkertoy. The breakup of Conrail and the intro

    e-commerce redefined the pattern of distribution, transportation, and logistNortheast. Conrail's subdivision introduced two rail systemsCSX and Nothe region, each of which sought to develop its own system of hubs. The ine-commerce created a single integrated marketplace.

    A Lattice over theLandscape

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    85/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    86/102

    into overdrive, growing at the fastest rate in human history according to Woever-growing lattice of development also presents new and massive threatMore and more roads slice across ecosystems and migration routes. More

    demand more resources and create more pollutants. More and more specthey just can't survive within this human network.

    While the story of the Northeast provides the most advanced example of ththe only example: It has analogues across the continent. Chicago's metro across five states. Denver, Colorado Springs, and Pueblo, Colorado, are geven reaching out north to Cheyenne, Wyoming. Other metro areas like LoHouston, Texas; Miami, Florida; and Atlanta, Georgia, keep expanding withsame is true of smaller cities like Lexington, Virginia; Charlotte, North CaroTennessee.

    As these metropolitan spiderwebs continue to grow ever larger, the continestronger. More and more goods flow through these thruways. And as a resthem is being further fragmented, depleted, polluted, and eroded, and morbecoming extinct.

    Even more damaging, the densest human developments often grow up in t

    biodiversity, such as coastal regions and river valleys, where cities were orhave access to the water. In desert cities like Phoenix or Tucson, Arizona, network has led to the desire to re-create the green cities of the Midwest aaltered the natural landscape and upset the fragile ecological balance.

    The growth of this network remains almost wholly uncoordinated and unplabiggest problem facing the environment. Our current framework is inadequchallenge. For instance, a city like Portland, Oregon, may try to curb its grocity limits and lot sizes. But Portland can't control the growth that goes on a

    River in Vancouver, Washington, or south in between other Oregon cities. Wurban hubs? How will we integrate their development? As a society, we talthese questions.

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    87/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    88/102

    This is the second in a series of articles focusing on the need for decision that nature and humans must work together. Gary Moll is the leader of the Center at American Forests. The center has conducted ecosystem analysi

    40 metropolitan areas. In 1996, the center produced CITYgreen software tanalyzing their local ecosystems. Michael Gallis is a member of the board American Forests, an ESRI Business Partner, and a strategist and principaand Associates in Charlotte, North Carolina, a strategic planning and desigis a Brooklyn, New York-based writer who has written for many magazinesMonthly, National Wildlife, Sierra, and Smithsonian.

    For more information, visit www.americanforests.org.

    (Reprinted from the Summer 2007 issue of ArcNewsmagazine)

    About the Authors

    More Information

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    89/102

    PeopleNature: The Natural Network

    By Michael Gallis, Gary Moll, and Heather Millar

    In our previous twoArcNews articles, we discussed how the human netwohow the global network needs to be recognized and factored into decision picture, or macro view, is absolutely important, but it's also important to undproblems can sometimes be solved locally, just solving things locally often a regional approach that integrates an understanding of the human networarticle could have been written about any state in America: It could have b

    high plains north of Denver or the Florida wetlands or the forests of the Papicked the Highlands of New Jersey because we had focused on the northUnited States in the preceding article (Summer 2007ArcNews) and also bsurrounding the Highlands are an example of how humans are failing to seglobal network consequences of policy/environmental/economic drift. The aHighlands are well intentioned, but as now structured and implemented, thto a solution remains elusive.

    On a warm August day in 2004, Jim McGreevey, then governor of New Jerof the Wanaque Reservoir, part of a network of holding pools and aqueducthe northwest, supplying drinking water to the suburbs that ring New York CPhiladelphia, Pennsylvania. There, flanked by well-wishers, publicity handlthe governor signed legislation aimed to protect hundreds of thousands of Highlands, perhaps New Jersey's last large, intact ecosystem.

    "The Highlands has been one of the missing jewels . . . in our preservationMcGreevey said. "Today is a wonderful day . . . for our environment and ou

    Meanwhile, many of the state's foremost environmental leadersthe execstate chapters of the Audubon Society, the Sierra Club, and many othersevent. Concerned by the signing of a bill that could "fast track" developmen

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    90/102

    When the human network from Washington, D.C., to Boston is superimposed on the natural ecological sysdecision-making factors that are presently not part of the planning process. The Highlands is the northeas

    North American ecosystem.

    The hardwood forests of the Highlands where the activists walked that day stre3.5 million acres, over folds of gneiss and granite that undulate north from Penthrough New Jersey and New York to Connecticut This world occupied for no

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    91/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    92/102

    North America, we need a fundamental shift in perception. We need to place ththeir larger contexts, to recognize that they are not islands. How does the Highthe continent's ecology? How do regional and continental human systemsro

    economic corridorsoverlay the natural systems? These sorts of big-picture qmissing from the dialogue.

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    93/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    94/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    95/102

    Depletion More than other states, New Jersey relies on the flow of masupply its water. Even one season of drought can upset this delicate batoward the end of a spring drought, water managers had to hold back r

    insurance. Soon, the only water in the Passaic River was treated efflue30 sewer plants that lined its banks.

    Pollution Being the site of many oil refineries, factories, shipping termgrowing suburbs has made pollution a big issue in the Garden State foToday, cleanup efforts continue for at least 8,900 hazardous waste site100 active Superfund sites, according to a state DEP report. Many watby pollution, overgrown with weeds, or filled in with sediment, the DEP kills sometimes occur.

    Erosion Development of New Jersey's farmland has eroded the remaInvasive garden species, like the Japanese barberry, began to overwheInvasive Asiatic earthworms gobbled up the forest leaf litter upon whichdepended. Meanwhile, whitetail deer populations exploded: uncheckedpose one of the greatest threats to native ecosystems, a 2005 New Jerreport found. Because they're open and flat, wetlands have been attracJersey developers. The state DEP estimates that 40 percent of New Je

    been lost.

    Extinction Approximately 15 percent of New Jersey's 2,100 native plaas endangered, a 2006 DEP report found. Of those that have disappeamajority vanished from the parts of the state that had had the most devtime.

    Developers in the Highlands like to defend their plans for a new golf courseby pointing out that the forests that now cover the northwestern part of Newuntouched wilderness. Dutch settlers first came to these hills and narrow v

    h Th d h S d H h f ll d d

    The NetworkPressures the

    Highlands

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    96/102

    furnaces. Almost no native animals remained. By the late 1800s, the sighting oHighlands made front page news.

    Yet these depredations did not totally destroy the Highlands. Gradually, peopleattention elsewhere. A few farms held on, but the rough, craggy terrain discoururbanization when so many easier places still hadn't been developed. The forethe last century or so, again providing key habitat for 150 kinds of birds, as wespecies like the woodland turtle, timber rattlesnake, and woodland rat.

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    97/102

    The full force of the human network did not reach into the Highlands until tthe completion of Interstate 80 opened up an eastwest corridor through ththe trip from Parsippany, then a bucolic little town at the foot of the Highlan

    dropped from more than an hour to about 30 minutes. Soon after, Interstatanother eastwest corridor to the Bethlehem, Pennsylvania, area. As the 1campus-style offices followed the subdivisions. Multinational corporations bin the Highlands and helped fuel New Jersey job growth during the slump oThen Interstate 287, running northsouth, connected I-80 and I-78 in 1993development marched into the Highlands.

    In the early 1990s, a study by the Forest Service sounded the alarm aboutcalling for a regional planning authority and warning that unchecked develo

    water quality, wildlife habitat, and recreational resources.

    In reaction, the state took steps, mostly buying up parcels around the largeForest Service updated its report in 2003, again issuing warnings and idenof prime Highlands forests, watersheds, and wildlife habitat that were in dadevelopment. The Forest Service also found that 25,000 acres of forest ha1995 and 2000.

    The bill signed atop Wanaque Reservoir Dam on that summer day in 2004"saved" the Highlands.

    The Regional Highlands Planning Council doesn't have enforcement authogroups worry about a recently signed fast track bill that requires any permi45 days to be automatically approved, and there's disagreement about whto the Highlands.

    Obviously, what we're doing in the Highlands isn't working. The developmethe Highlands is different from the extractive industries that rolled through t18th and 19th centuries Loggers and miners may have devastated the Hig

    A New Process

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    98/102

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    99/102

    larger tableau of North America? Beyond supplying water, what is the ecolHighlands? These are the questions that policy makers and developers shanswering.

    When Michael Gallis and Associates (MGA) has consulted in cities like MeFlorida; and Cincinnati, we brought all interest groups together. Then we dinto areas of concern and resources. We used nine categories:

    Environment

    Infrastructure

    Economic development

    Culture

    Sports

    Education

    Medicine

    Urbanization and demographics

    Governance and public management

    Taking one category at a time, we asked these kinds of questions: What ecpatterns are driving the development of the region? Where are the transpoWhere are the economic corridors? What metro areas are nearby? How arexpansion and change happening?

    While it's not usually brought together in this macro way, the data to answeis out there: in government databases; GIS databases; and academic atlas

    Concern andResources

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    100/102

    Eventually, we can create two sets of diagrams: one that outlines the human nthat describes the natural systems. Then we overlay the pattern of the human the pattern of ecosystems and ask: How can the natural environment fit into re

    and resources? How can the environment enhance the economic goals of the these diagrams and asking these questions must be an ongoing process.

    Yes, environmental and economic development issues are complex. But usingbreak down problems and devise strategies has worked in Rhode Island and MTennessee; Orlando, Florida; and Cincinnati, Ohio. Together, MGA and Americmake the process work better: MGA brings strategic planning expertise to the

    Forests examines the environmental systems with more intensity.

    It can work in the Highlands and across the rest of the country as well.

    This is the third and last in a series of articles focusing on the need for decisiounderstand that nature and humans must work together. Gary Moll is the leadeEcosystem Center at American Forests, an ESRI Business Partner. The cente

    ecosystem analysis on more than 40 metropolitan areas. Michael Gallis is a mboard of directors for American Forests and a strategist and principal of MichaAssociates, a strategic planning and design firm in Charlotte, North Carolina. HBrooklyn, New York-based writer who has written for many magazines, includiMonthly, National Wildlife, Sierra, and Smithsonian.

    For more information, visit www.americanforests.org.

    (Reprinted from the Fall 2007 issue of ArcNews magazine)

    Apply This ProcessElsewhere

    About the Authors

    More Information

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    101/102

    Copyright 2008 ESRI

    All rights reserved.Printed in the United States of America.

    The information contained in this document is the exclusive property of ESRI. This work is protected under United States copyright law and other international copyright treaties and conventions. No part of this work may be reproduced or transmitted in any form or by any means, electronic or mechani-

    cal, including photocopying and recording, or by any information storage or retrieval system, except as expressly permitted in writing by ESRI. All requests should be sent to Attention: Contracts and Legal Services Manager, ESRI, 380 New York Street, Redlands, CA 92373-8100, USA.

    The information contained in this document is subject to change without notice.

    U.S. GOVERNMENT RESTRICTED/LIMITED RIGHTS

    Any software, documentation, and/or data delivered hereunder is subject to the terms of the Li cense Agreement. In no event shall the U.S. Government acquire greater than RESTRICTED/LI MITED RIGHTS. At a minimum, use, duplication, or discl osure by the U.S. Government is subject to res tric-tions as set forth in FAR 52.227-14 Alternates I, II , and III (JUN 1987); FAR 52.227-19 (JUN 1987) and/or FAR 12.211/12.212 (Commercial Technical Data/Computer Software); and DFARS 252.227-7015 (NOV 1995) (Technical Data) and/or DFARS 227.7202 (Computer Software), as applicable.

    Contractor/Manufacturer is ESRI, 380 New York Street, Redlands, CA 92373-8100, USA.

    @esri.com, 3D Analyst, ACORN, ADF, AML, ArcAtlas, ArcCAD, ArcCatalog, ArcCOGO, ArcData, ArcDoc, ArcEdit, ArcEditor, ArcEurope, ArcExplorer, ArcExpress, ArcGIS, ArcGlobe, ArcGrid, ArcIMS, ARC/INFO, ArcInfo, ArcInfo Li brarian, ArcInfoProfessional GIS, ArcInfoThe Worlds GIS, ArcL ocation,ArcLogistics, ArcMap, ArcNetwork, ArcNews, ArcObjects, ArcOpen, ArcPad, ArcPlot, ArcPress , ArcQuest, ArcReader, ArcScan, ArcScene, ArcSchool, ArcSDE, ArcSdl, Arc Sketch, ArcStorm, ArcSurvey, ArcTIN, ArcToolbox, ArcTools, ArcUSA, ArcUser, ArcView, ArcVoyager, ArcWatch, ArcWeb, ArcWorld,

    ArcXML, Atlas GIS, AtlasWare, Avenue, Business Analyst Online, BusinessMAP, Community, CommunityInfo, Data Automation Kit, Database Integrator, DBI Kit, EDN, ESRI, ESRITeam GIS, ESRIThe GIS Company, ESRIThe GIS People, ESRIThe GIS Soft ware Leader, FormEdit, Geographic DesignSystem, ESRI BIS, Geography Matters, Geography Network, GIS by ESRI , GIS Day, GIS for Everyone, GI SData Server, JTX, MapBeans, MapCaf, MapData, MapObjects, Maplex, MapStudio, ModelBuilder, MOLE, NetEngine, PC ARC/INFO, PC ARCPLOT, PC ARCSHELL, PC DATA CONVERSION, PC

    STARTER KIT, PC TABLES, PC ARCEDIT, PC NETWORK, PC OVERLAY, PLTS, Rent-a-Tech, RouteMAP, SDE, SiteReporter, SML, SourcebookAmerica, Spatial Database Engine, StreetEditor, StreetMap, Tapestry, the ARC/INFO logo, the ArcAtlas logo, the ArcCAD logo, the ArcCAD WorkBench logo, theArcCOGO logo, the ArcData logo, the ArcData Online logo, the ArcEdit logo, the ArcEurope logo, the ArcExplorer l ogo, the ArcExpress logo, the ArcGIS logo, the ArcGI S Explorer logo, the ArcGrid logo, the ArcIMS l ogo, the ArcInfo logo, the ArcLogistics Route logo, the ArcNetwork logo, the ArcPad

    logo, the ArcPlot logo, the ArcPress for ArcView logo, the ArcPress logo, the ArcScan logo, the ArcScene logo, the ArcSDE CAD Client logo, the ArcSDE logo, the ArcStorm logo, the ArcTIN logo, the ArcTools logo, the ArcUSA logo, the ArcView 3D Analyst logo, the ArcView Business Analyst logo,the ArcView Data Publisher logo, the ArcView GIS logo, the ArcView Image Analysis logo, the ArcView Internet Map Server logo, the ArcView logo, the ArcView Network Analyst logo, the ArcView Spatial Analyst logo, the ArcView StreetMap 2000 logo, the ArcView StreetMap logo, the ArcView

    Tracking Analyst logo, the ArcWorld logo, the Atlas GIS logo, the Avenue logo, the BusinessMAP logo, the Community logo, the Data Automation Kit logo, the Digital Chart of the World logo, the ESRI Data logo, the ESRI gl obe logo, the ESRI Press logo, the Geography Network logo, th e MapCaf

    logo, the MapObjects Internet Map Ser ver logo, the MapObjects log o, the MOLE logo, the NetEngine logo, the PC ARC/I NFO logo, the Production L ine Tool Set logo, the RouteMAP IMS logo, the RouteMAP l ogo, the SDE logo, The Worlds Leading Desktop GIS, Water Writes, w ww.esri.com, www.esribis.com, www.geographynetwork.com, www.gis.com, www.gisday.com, and Your Personal Geographic Information System are trademarks, registered trademarks, or service marks of ESRI in the United States, the European Community, or certain other jurisdictions.

    Other companies and products mentioned herein may be trademarks or registered trademarks of their respective trademark owners.

  • 8/8/2019 Essays on Geography and GIS, Volume 1

    102/102

    Since 1969, ESRI has been giving customers around

    the world the power to think and plan geographically.

    The market leader in geographic information system

    (GIS) solutions, ESRI software is used in more than

    300,000 organizations worldwide including eachof the 200 largest cities in the United States, most

    national governments, more than two-thirds of Fortune

    500 companies, and more than 5,000 colleges and

    universities. ESRI applications, running on more than one

    million desktops and thousands of Web and enterprise

    servers, provide the backbone for the worlds mapping

    and spatial analysis. ESRI is the only vendor that provides

    complete technical solutions for desktop, mobile, server,

    and Internet platforms. Visit us at www.esri.com.