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  <front>
    <journal-meta>
      <journal-title-group>
        <journal-title>Spatial Knowledge and Information Canada</journal-title>
      </journal-title-group>
    </journal-meta>
    <article-meta>
      <title-group>
        <article-title>A GIS-based model of ecosystem services for the Northeast Swale in Saskatoon, Saskatchewan</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>RONG SHEN</string-name>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>HONGHAO YU</string-name>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>BRAM NOBLE</string-name>
          <email>b.noble@usask.ca</email>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>WEIPING ZENG</string-name>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>SARINA GERSHER</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>THANG PHUNG</string-name>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>CHERIE WESTBROOK</string-name>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>KENNETH BELCHER</string-name>
          <email>ken.belcher@usask.ca</email>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>FARZANA NIJHUM</string-name>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>ABIGAIL WEGER</string-name>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>ROBERT ALARY</string-name>
          <xref ref-type="aff" rid="aff4">4</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>SARAH RUTLEY</string-name>
          <xref ref-type="aff" rid="aff4">4</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>SCOTT BELL</string-name>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>City of Saskatoon</institution>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>Department of Bioresource Policy</institution>
          ,
          <addr-line>Business and Economics</addr-line>
        </aff>
        <aff id="aff2">
          <label>2</label>
          <institution>Department of Geography and Planning</institution>
        </aff>
        <aff id="aff3">
          <label>3</label>
          <institution>The Spatial Initiative</institution>
        </aff>
        <aff id="aff4">
          <label>4</label>
          <institution>University Library University of Saskatchewan</institution>
          ,
          <country country="CA">Canada</country>
        </aff>
      </contrib-group>
      <pub-date>
        <year>2019</year>
      </pub-date>
      <volume>7</volume>
      <issue>1</issue>
      <abstract>
        <p>Protecting natural places on urban fringes requires tools that are dynamic, easy to update, and support analysis. A Web GIS system was produced to develop an ecosystem services-based framework for the Northeast Swale, a natural protected area in Saskatoon, Saskatchewan. Data were integrated in a user-friendly Web GIS system to identify ecosystem services and their values. The building of the tool and its connection with the spatial data of the ecosystem are discussed.</p>
      </abstract>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1. Introduction</title>
      <p>
        The Northeast Swale (hereafter the Swale) is
a natural protected area in the northeast of
the city of Saskatoon, Saskatchewan. The
Swale provides important ecological,
environmental, and cultural benefits (City of
Saskatoon, 2018), but is under increasing
pressure from the cumulative impacts of
human activity and urban land use.
Disturbances in this area have caused a
decrease in species diversity and an increase
of invasive species. The planning and future
development of adjacent residential
neighborhoods is an enduring threat, that
will shrink and further impact the Swale
        <xref ref-type="bibr" rid="ref4">(Gersher, 2015)</xref>
        The overall goal of this project is to develop
and apply an ecosystem services-based
regional strategic environmental assessment
(RSEA) framework to evaluate baselines
and assess potential risks of future
conservation and development scenarios for
the Swale. Ecosystem services (ES) are the
benefits that society obtains from healthy
and functioning ecosystems
        <xref ref-type="bibr" rid="ref2">(ChapinIII,
2013)</xref>
        , including food provision, flood
control, and cultural benefits
        <xref ref-type="bibr" rid="ref3">(D.S.Ojima,
2013)</xref>
        . To make informed decisions about
the protection of ES, City planners,
conservation authorities and land
developers need baseline information about
ES, the importance of those services, and an
understanding of how different choices
about land development affect ES. The
evaluation of ES is thus essential to
assessing, planning for, and understanding
the impacts of lade use decisions
        <xref ref-type="bibr" rid="ref5">(Kenneth J.
Bagstad, 2012)</xref>
        . A major challenge, however,
is that current land use planning processes,
particularly urban land use plans, rarely
integrate futures-based strategic
assessments of ‘what if’ scenarios.
      </p>
      <p>
        GIS is increasingly used to support the
evaluation of ES, as it can emphasize the
spatial relationships between land use and
human activities
        <xref ref-type="bibr" rid="ref8">(R.S.de Groot, 2010)</xref>
        . GIS
also helps to present the complexity of
current and future land use scenarios that
urban areas are facing
        <xref ref-type="bibr" rid="ref7">(Philip Stessens,
2017)</xref>
        . In previous studies
        <xref ref-type="bibr" rid="ref1">(Austin Troy,
2006)</xref>
        , GIS technology has also been linked
as a tool to value ES, using a transfer
method with spatial analysis. With the
development of Internet technology, Web
GIS has been widely used. Compared with
traditional GIS, Web GIS allows multiple
users to access maps and supporting data,
and to effectively manage resources, which
can increase the flexibility and reliability of
GIS applications for ES valuations and
assessments
        <xref ref-type="bibr" rid="ref9">(Su Tianyun, 2008)</xref>
        .
      </p>
      <p>In this paper we develop a Web GIS
platform to visualize existing ES provided
by the Swale, and to identify future
conservation and development pressures.
The sections that follow describe the
development of the Web GIS tool to connect
spatial information with ES. The online
maps developed integrate important
features, such as disturbed areas, rare
species observation locations, and cultural
heritage sites. Landscape scanning shows
changes in the Swale landscape over half a
century. Three scenarios, baseline, no
growth, and fully development, are then
shown to depict possible future pressures to
ES services in the Swale under different
levels of development and conservation.
The results from this work will serve as
input to a participatory Web-based survey
of city residents, using a choice experiment
design, to assess future scenarios and derive
ES values. In this paper, we focus on the
Web GIS platform.
2. Study Area, Data and Methods</p>
      <sec id="sec-1-1">
        <title>2.1 Study area</title>
        <p>The study area for this project is in the
northeast region of the City of Saskatoon,
Saskatchewan (Figure 1). The Swale is a
26kilometer-long corridor that links native
prairie uplands and a series of wetlands.
The Swale is home to hundreds of species,
including federally-identified species of
concern. The Swale is also subject to the
cumulative stress of a growing city,
including residential development, storm
water drainage, and an approved commuter
parkway.
Five categories of data were employed: (1)
the study area delineation, (2) development
and conservation (land use polygons, road
construction current and future),
neighborhood areas, trails, and target
management areas, (3) ecological
environments (rare species observation
locations, habitat area, wetland area, and
vegetation-type polygons), (4) cultural
heritage (historical highlights data were
gathered, such as the pinned rock, Moose
Woods Batoche Trail), and (5) alternative
scenarios of land uses. Shapefile features
are shared with the Meewasin Valley
Authority (MVA) - – a conservation agency
created under the provincial Meewasin
Valley Authority Act for the management of
lands in the South Saskatchewan River
Valley, including Saskatoon’s Northeast
Swale.</p>
        <p>Aerial photographs showing changes in the
landscape were provided by the University
of Saskatchewan Library, the National Air
Photo Library, and Natural Resources
Canada. Photographs from year 1956 and
year 1977 were processed. Landsat satellite
level-2 imagery was downloaded from the
USGS website and was used to represent the
landscape in 1988, 1998, 2008, and 2018.
Airborne Lidar imagery was collected from
the City of Saskatoon to analyze surface
features.</p>
      </sec>
      <sec id="sec-1-2">
        <title>2.3 Methods</title>
        <p>
          A Web GIS was developed to present a
baseline Swale map. Geospatial data were
gathered and uploaded into the Web GIS
server so users can view them in a Web
browser or other electronic device with
Internet access. Web GIS is a data
management tool that allows users to
choose specific targets and easily turn data
layers on and off
          <xref ref-type="bibr" rid="ref6">(Ningning Kong, 2014)</xref>
          .
Web GIS supports multiple data sources
such as HTML and JavaScript so that
designers meet client and user requirements
          <xref ref-type="bibr" rid="ref11">(Yu Nakayama, 2017)</xref>
          .
        </p>
        <p>Aerial photographs of Saskatoon taken in
different years were mosaiced and
georeferenced. We used the City of
Saskatoon road map as the reference for
mosaic image registration; this also
provided the basis for all map scales.
Photographs
were processed in Esri ArcGIS software.
Aerial photographs from 1960 and 1972
were geo-referenced for use in the online
map. Airborne Lidar imagery was collected
for 2017 with 67 tiles covering the Swale
region. Data for full feature cloud points and
bare earth points were explored.</p>
        <p>The 67 tiles covering the Swale region were
assembled in a mosaic with 1 m spatial
resolution and 0.05 m vertical accuracy in
Esri ArcGIS software to generate the raster
layers of the digital elevation model (DEM)
and the digital terrain model (DTM). The
DEM was from the bare earth point clouds,
and the DTM was from the full feature point
clouds. Then the imagery was put into the
ArcScene to show the different elevations of
the surface features.</p>
      </sec>
    </sec>
    <sec id="sec-2">
      <title>3. Results</title>
      <p>The Web GIS system can be accessed at
https://gis1test.usask.ca/swale/. The user
interface is shown in Figure 3.
The website is designed in a user-friendly
way. A drop down menu can be found on
the top right corner of the web page, where
functionalities are grouped in 7 categories,
namely study area, distributed versus
developed, species, culture heritage,
Landsat images 1988-2018, lidar DTM and
alternative scenarios. Layers under each
category can be turned on or off.
3D viewer option allows users to see
landscape changes in elevation. Common
GIS functionalities such as zoom, compass,
default map view is also available through
the quick buttons located on the top-left
corner. Furthermore, changes in rare
species from year 1900 to 2017 can also be
accessed on the bottom of the web page; the
changes during all those years can
automatically be played in a forward
timeorder image sequence.</p>
      <sec id="sec-2-1">
        <title>3.1 Ecological environment</title>
        <p>
          The Swale is covered by native vegetation
and rare plant species, thanks to the efforts
of conservation management. It holds over
200 plant varieties, 100 species of birds,
and other species such as hares, foxes,
coyotes, and deer
          <xref ref-type="bibr" rid="ref10">(Watchers, 2018)</xref>
          . Rare
species have been observed all over the
Swale, mostly around wetlands. A higher
accumulation of rare species is found in the
Swale than in other areas of Saskatoon
(Figure 4).
        </p>
      </sec>
      <sec id="sec-2-2">
        <title>3.2 Development and conservation</title>
        <p>The Swale is a protected habitat surrounded
by agricultural and urban land use. The area
adjacent to the Swale has been disturbed,
potentially by factors that influence the
balance between ecosystem and social
activities. The MVA has conducted targeted
conservation grazing and prescribed
burning to control invasive plant species, as
shown in Figure 5. Such actions maintain
and improve the ecosystem balance.</p>
      </sec>
      <sec id="sec-2-3">
        <title>3.3 Cultural heritage</title>
        <p>
          supports active transportation, stormwater
management and conservation of sensitive
areas
          <xref ref-type="bibr" rid="ref4">(Gersher, 2015)</xref>
          . Among these three
communities, only Aspen Ridge has a
greenway.
        </p>
        <p>A 3D animation tour along the Moose
Woods Batoche trail tells the story of this
historical site and rare species in the Swale
(https://gis1test.usask.ca/swale/trail/).</p>
      </sec>
      <sec id="sec-2-4">
        <title>3.4 Alternative scenarios</title>
        <p>This category shows three scenarios of the
Swale’s “future”, which will be used in a
choice experiment survey to gather
resident’s values of ES and impacts to ES.
Figure 7 represents the current development
level around the Swale. Urban
infrastructure (roads, residential)
development potentially or directly affects
this area. Three major roads go through the
Swale. The North Commuter Parkway
passes across the Swale and cuts the small
southwest edge of the swale off from the
main Swale. Range Road 3050 cuts through
the middle of the Swale. Trails are currently
only in the southwest of the Swale,
providing limited public access. Existing
neighborhoods around the Swale are
Silverspring and Evergreen, which are fully
developed. Aspen Ridge is currently under
development. A greenway was built to
separate the ecological area and residential
area, which includes an ecological buffer,
trail zone and transition zone. The greenway</p>
        <p>Compared with the “baseline” condition, a
“no growth” scenario only adds future
planned roads. As shown in Figure 8, the
northern part of the Saskatoon Freeway
(dark red line) is a planned future highway.</p>
        <p>In Figure 9, future potential neighborhoods
and trails are added. On the north of the
Swale, University Heights 3 will be
developed, resulting in the Swale being
surround by residential area. Also, in the
full development scenario, the density of
trails increases (i.e. access), which provides
more education and recreation area, but
may also bring additional disturbances to
the natural landscape.</p>
        <p>Urban development stress, including
increased access, invasives, and storm water
runoff/management, may adversely affect
the ecological environment of the Swale and
how residents value the Swale’s ES.</p>
      </sec>
      <sec id="sec-2-5">
        <title>3.5 Other information</title>
        <p>The online map scanning function allows for
comparison of 1988, 1998, 2008, and 2018
(Figure 10). Urbanization can be observed
throughout these years. In 1988, the land
south of the Swale was covered by native
grassland. Now, it is residential. In the
future, when the neighborhood north of the
Swale is developed, the Swale will become a
grassland “oasis” surrounded by urban
areas.</p>
      </sec>
    </sec>
    <sec id="sec-3">
      <title>4. Conclusion</title>
      <p>The Northeast Swale has significant
ecological and historical value for
Saskatoon. This Web GIS platform provides
non-technical users access to technical
maps. By visiting the website on a laptop or
a mobile device, users can easily review ES
features around the Swale and customize
the maps to discover their interests. Public
users can also learn about existing,
emerging, and future development
pressures and potential. The visualization of
ES and potential threats can raise people’s
awareness, which could further influence
their willingness to become involved in
public issues, influence the way they use
natural areas, and their willingness to
financially support their conservation. For
professionals (e.g. city planners), land
developers, and government, the platform
provides a common and transparent
baseline to explore, plan for, and value ES in
land use zonation, permitting and decision
making.</p>
      <p>Although conservation management is
being conducted, the Swale continues to
face pressures from adjacent urban
development. Citizen education and
informed management are needed to
maintain a balance between human activity
and a healthy ecosystem. This means that
the values placed on ES have a significant
role to play. If, for example, the ecological
buffer around the Swale increases, wildlife
in the Swale could be less affected by human
activity; however, the required revenue (i.e.
residential property tax base) for developing
and maintaining such a buffer zone may
increase. Similarly, more trails would
provide greater public access to the Swale,
which is good for education and recreational
benefit; however, increased access may
result in adverse effects to some ecosystem
services (e.g. habitat), or a decrease in the
value placed on other ES (e.g. natural
viewscape).</p>
      <p>The next stage of our work will involve a
survey of residents adjacent to the Swale, to
assess ES derived from the swale, their
willingness to pay to protect those services,
and how the ES values may change under
the different scenarios of conservation and
development pressures. The results will be
of value to targeting education programs,
informing land use zoning, and establishing
funding programs to ensure ES protection.</p>
    </sec>
    <sec id="sec-4">
      <title>Acknowledgements</title>
      <p>We thank Environment and Climate Change
Canada (Environmental Damages Fund)
(Project 1000-41-0044) for funding this
research project. The authors also thank
The Spatial Initiative and the Social
Sciences Research Laboratories (SSRL) at
the University of Saskatchewan for
providing funding and technical support for
this project.</p>
    </sec>
    <sec id="sec-5">
      <title>6. References</title>
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