Marine Protected Areas and Spatial Planning
(8/15/2019 12:00:00 AM)
Abstract
Geospatial data
and Geographic Information Systems (GIS) are critical to effective development
and operation of Marine Protected Areas (MPA) and Marine Spatial Plans (MSP).
Many nations have established MPAs and conduct spatial planning for optimal
management of marine resources. The MARXAN set of tools has been used in many
regions of the world in support of MSP. Part of the MSP process includes Gap
Analysis: a systematic assessment of what’s not being protected that relies
heavily on GIS. The European Union and United States has established specific
protocols and requirements for MSP. Web mapping tools are increasingly used in
both the establishment of MPAs and MSPs as well as for conservation planning
and management in general.
Marine Protected Areas
The process of
establishing and maintaining Marine Protected Areas (MPA) has been adopted
around the globe with 3% of all oceans now protected
(http://www.mpatlas.org/map/mpas/). A growing number of geospatial tools and
body of data benefit creation and management of MPAs as well as contribute to
establishment of new protected areas. The Marine Conservation Institute
provides a status summary for MPAs in an interactive, online map with
complementary data download resources at http://www.mpatlas.org/map/mpas/. Tools such as
this can be applied to not only understanding of MPAs at a global scale, but
with targeted data, web maps can be setup to help monitor and manage individual
MPAs. The United States maintains an interactive map of “de facto” MPAs --
areas protected for reasons other than conservation such as economic use, human
health/safety, protection of government or private property or national
security (https://marineprotectedareas.noaa.gov/dataanalysis/defacto/).
The process of setting up a Marine
Protected Area includes assessing the myriad uses and where these occur.
Geographic Information Systems are used in quantifying uses off the coast of
California in the California Uses interactive web map at
http://marineprotectedareas.noaa.gov/dataanalysis/atlas_ca/viewer/. Data were
collected and tied to a detailed grid for use in the web map. The web map
allows managers to get a list of uses in any grid cell such as sailing,
fishing, and commercial fishing. Grid cells are color coded by use so that
areas of high use are immediately identifiable. If well-maintained with current
information, a site like this is a great planning and management tool.
The U.S.
National Oceanographic and Atmospheric Administration catalogued GIS-based
decision support tools for MPAs including coastal protection:
http://marineprotectedareas.noaa.gov/pdf/publications/FINAL_Decision%20Sup%20Rpt.pdf.
Marine Spatial Planning
Spatial planning
recognizes the importance of location for a variety of activities and
resources. Documenting areas of potential use-conflict is a key component in
any Marine Spatial Planning (MSP) and not only helps avoid conflict but also
can improve a region’s economy and environment through location intelligence.
The three-dimensional nature of marine environments adds complexity to planning
efforts; geographic data and Geographic Information Systems (GIS) used to
manipulate, analyze and display the data have become essential to MSP.
Many nations
around the world have recognized the importance of marine spatial planning
(Figure 7). The European Union and the United States have each developed
standard procedures and approaches for conducting marine spatial planning.
Figure 7. Core
justifications for Marine Spatial Planning adopted by the European Union.
MARXAN is a commonly
used set of geospatial software that aids in the creation of MSPs. Developed in
Australia in 2000, MARXAN has been applied in regions around the world
including terrestrial. Within a modeling framework that imposes real-world
limitations on the number and size of areas that can be conserved, MARXAN
considers multiple potential areas and sites based on attributes and spatial
configurations and determines optimal combinations for maximal conservation.
The modeling is designed to be iterative with multiple adjustments to inputs
deriving several optimal solutions for decision makers to consider. An example
raw output from a MARXAN model is shown in Figure 8.
![](data:image/png;base64,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)
Figure 8. MARXAN
output showing optimal zonation and area uses.
Gap Analysis
Gap Analysis is
part of both the planning for resource use and the subsequent management of
resources. In essence, Gap Analysis is the process of comparing current
conditions with desired future conditions. The analysis is often used to
identify what and where resources are not being managed but should be. GIS is a
key tool in Gap Analysis.
Gap Analysis
helps answer questions such as....
● Where
are the biodiversity conservation areas and who manages them?
● How
much of a specific plant community or animal species’ habitat is held by each
type of management organization?
● How
much of a species’ habitat is in protected areas?
● Which
areas host the most species?
A Gap Analysis
may also assess and map environmental sensitivity to a variety of threats. In
the U.S., for example, shorelines are indexed for sensitivity to oil spills.
This aids in the planning process and plays an important part in response to
oil spills.
The development
of a Marine Protected Area or a Marine Spatial Plan usually involves a Gap
Analysis to determine how future management should be performed. The U.S.
Geological Survey has developed several web maps to support Gap Analysis https://gapanalysis.usgs.gov/viewers/. The online map
viewers include land cover, designated protected areas and species
distributions. These tools are used in Gap Analysis and contribute to
development of protected areas and spatial plans.
Examples -
GIS is used in
planning, managing and communicating. The U.S. Fish and Wildlife Service uses a
variety of web maps to inform both the public and managers about the locations
of different natural resources and threats to them that may impact the
environment or economy. The Geospatial Fisheries Information or GeoFin is a set
of web tools designed to aid in fish conservation planning (https://ecos.fws.gov/geofin/).
The U.S.
National Park Service uses the “Park Atlas” to aid in a variety of planning
efforts. The Park Atlas constitutes a web mapping application for each of the
four hundred plus units of the park system. Each is built in a similar way and
presents core operational and resource data in a ready-to-use, tool-rich
environment to bring spatial understanding to planning. The majority of the
Park Atlas web maps are internal to the park service; however, a few
public-facing atlases have been established. The Sequoia Kings Canyon atlas is
one example: https://imgis.nps.gov/html/Index.html?configBase=/Geocortex/Essentials/DSC/REST/sites/SEKI_Park_Atlas_Public/viewers/SEKI/virtualdirectory/Resources/Config/Default.
These are just
two examples of a growing number of applications that develop and stage
geospatial data for use in conservation, resource management and planning.
VIFEP (USAID
workshop)
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