REMOTE SENSING AND GEOGRAPHIC INFORMATION SYSTEM (GIS) IN FISHERIES AND AQUACULTURE
(8/22/2019 12:00:00 AM)
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Abstract
A Geographic
Information System (GIS) is a system for deriving location intelligence from
geographic data. A GIS is comprised of five components: hardware, software,
data, methods and people. Software choices for GIS are available both
commercially and free via open source communities. In essence, GIS data renders
real-world locations into either vector or raster data. With “cloud” computing,
geospatial data are increasingly shared as data services and used in web
mapping and mobile computing environments. The spread of mobile devices with
Geographic Positioning Systems (GPS) represent a new, important source of data
for GIS. Additionally, drones are becoming an important method for data
collection. Advances in web mapping have led to the integration of GIS data in
multimedia web browser applications that are used as communication tools.
Components
of a GIS
A Geographic
Information Systems (GIS) is essentially a computer system for housing and
manipulating geographic data. A GIS can be thought of as a map with data tied
to it. In a GIS, a map of wetlands, for example, will not only remark wetland
areas but contain basic information about each wetland such as plant species,
soil characteristics and basic water quality associated with each wetland area.
However, a fully implemented GIS is more than a computer system. A complete GIS
comprises five key elements: Hardware, Software, Data, Methods and People.
Hardware
The necessary
hardware for a Geographic Information System has evolved from networked
Unix-based systems to personal computers connected via the internet. Additional
needed hardware includes Geographic Positioning Systems (GPS) for data
collection, large format printers (plotters) for hard copy map production a
large format scanner for creating data from old, printed maps. Remotely piloted
drones are also becoming a common part of the GIS toolkit. In addition to a
personal computer, a GIS office often also houses web and geodatabase servers
to which the personal computers running desktop applications connect to share
data.
Geographic
Information System software is computer intensive. Today’s typical GIS
workstation will include a high-end processor, at least 16GB of RAM and high-end
video card to handle complex graphics. Because a GIS practitioner is often
examining data in both tabular and map formats, as well as navigating file
management structures, at least two large monitors are recommended; one for
displaying file lists and/or data tables and another for displaying maps.
Software
A fully deployed
GIS requires several types of software. Chief among them is the core desktop
software used to manipulate geospatial data. Additional software may include
specific database software designed to house and serve geo data, software for
data collection such as for a GPS or other mobile solution and web mapping
packages aimed at creating interactive web mapping sites.
The industry
leader for core GIS software is the Environmental Systems Research Institute
(Esri), ArcGIS suite of applications. The Esri core packages of ArcMap and
ArcCatalog are available for purchase and access is controlled via software
license management. Purchasing Esri products includes technical support from
the company which can be augmented by a worldwide community using similar
software. The costs, however, have led some organizations and countries to
pursue open source alternatives.
A wide variety
of powerful, cost-free, open source GIS software solutions are available. While
open source applications do not typically have the technical support backing of
an established company, most have robust user communities that can offer a
great degree of support. Some examples of open source GIS software include
QGIS, LibreOffice and GeoServer. Open source solutions also exist for the
database, mobile data and web mapping software that complement core GIS
applications.
Web mapping
software that creates many of the functions of a GIS within common web browsers
has become a standard part of a GIS office. Web mapping sites such as Google
and Bing maps have become ubiquitous in many offices making basic interactive
mapping accessible to many. Web maps can be further developed through custom
programming to bring more tools, functions and data into a web browser
environment. For the GIS industry, web mapping has become a critical derivative
of the internet and “cloud” computing.
“The
Cloud”
The advent of
remotely accessible computers that can host data and run applications-- “The
Cloud” -- has fundamentally changed how GIS operates. Cloud computing can be
considered as both a hardware and software component to GIS. The remote servers
and related infrastructure to which local computers can connect is hardware but
the burden of maintaining that hardware is often removed from the local GIS
office. Software that local machine can run on the remote servers is also
freeing local GIS teams from having to maintain software packages locally. As
with other GIS software, cloud services are available for purchase or free via
open source communities.
Perhaps the
biggest impact of the cloud on GIS is with data. Now that data can be hosted in
cloud environments, GIS managers can share live copies of their data to a broad
base of users. The cloud, in many cases, makes it unnecessary for GIS users to
download data to their local workstations. This helps minimize problems with
data versioning and ensures that the most up- to-date data are readily
available. Some common examples of cloud computing in GIS include Esri’s ArcGIS
Online, GeoServer and OpenLayers.
Data
Geospatial data
is categorized into two principle types: vector and raster. Vector geospatial
data are those consisting of any locations, linear features or areas (points,
lines or polygons). Vector data attempts to capture specific geometries and
locations for mapped features. In contrast, raster geospatial data renders
feature into a series of grid cells--the size of which can vary for any one
dataset. By generalizing features, raster data often allow for powerful data
modeling and analysis of very large datasets. Figure 1 demonstrates the vector
and raster data types.
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)
Figure 1. Vector data represented on the left is rendered as raster in the
righthand diagram. The accuracy of features in the raster data depends on the
cell size used to render from the vector data.
Common vector
data types include digitized maps, GPS data or any data with specific latitude
and longitudes. Common raster data includes aerial and satellite imagery, light
detection and ranging (LiDAR) and digital elevation models (DEM). For both
vector and raster data, a wide variety of data file types exist including
shapefiles, file geodatabases, GRIDs, JPEG2000 and others.
Increasingly in
today’s world, “Big Data” are also becoming an important data source for GIS
work. Big Data refers to massive amounts of data being collected for example by
the millions of mobile phones that automatically track location. How to
collect, manage and analyze big data has become yet another challenge to GIS
teams.
Regardless of
the source and type of data, key characteristics about data such as how and
when it was collected or created, how accurate the generally are and how it is
formatted should be recorded as metadata. The creation of metadata documents or
records is an important method in a fully functioning GIS.
Methods
The methods
component of a GIS is not only data manipulation and analysis but also the
procedures surrounding the whole data lifecycle from collection to deriving
information from analysis to storing and sharing. Critical to a functioning GIS
is the development of proper documentation of data (metadata) and the business
procedures comprising the data lifecycle. A long-term GIS strategy will also
include methods for new data creation and monitoring of previously collected
data. This helps ensure that the most current information is available for
answering questions and supporting decision making.
People
It goes without
saying that no GIS would exist without the people to operate it. In addition to
GIS specialists and data collection professionals, it is important for
managers, communications people and scientists to embrace and understand the
fundamentals of a GIS. This allows for more effective and appropriate use of
the location intelligence derived from geospatial data.
Trends
in GIS
With the advent
and spread of mobile computing coupled with the internet and cloud services for
data and software, GIS has evolved from a technology accessible only to
specialized jobs to a readily available tool for many. The new paradigm of
centrally managed data served out for use in a wide variety of applications has
greatly improved the dispersal and use of geospatial data. Such data are
referred to as “data services”. Serving data has become a primary means of
sharing location intelligence and maps in a controlled manner. Services can now
be used on mobile devices and in turn, location information recorded by mobiles
has become an important new source of data.
New data are
also increasingly collected via drones. Drones are available in a wide range of
sizes and can carry a diverse set of sensing instruments such as
high-resolution cameras, infrared sensors and LiDAR. Airborne drones have
effectively overcome what was once a significant logistical and technical
problem for targeted data collection efforts.
Developments in
web mapping technology are allowing sophisticated geospatial analysis and
mapping to be performed web browsers and mobile devices often times negating
the need for installed software on user computers. Mapping can now be
integrated in a website with text and other media to create powerful
communication tools. Esri’s “Story Map” product simplifies creation of such
sites that blend GIS data with multimedia and is increasingly used to
facilitate communications.
1.1.1.
Abstract
Spatial data are
composed of primary data (personally collected) and secondary data (collected
by others). These data can be used in
multiple analytical contexts. Publicly
available spatial data is becoming more readily available with advancing technologies
and often using secondary data is more cost-effective and efficient than
building primary data
Primary Data
Primary data are
collected directly by a researcher. This
data can be collected specifically for a given project, such as scanned or
digitized data, Global Positioning System (GPS) data, or remote sensing
data. Digitized data is generally older
reference material such as a paper map that has been loaded as a raster file. The features on the map can be converted into
points, lines, and polygons. GPS data
provides geolocation and a time stamp for an unobstructed line of sight to four
or more GPS satellites. GPS data can be
personally collected to answer specific questions. Remote sensing data can detect and monitor
physical characteristics using cameras, satellites, and sonar. Examples of remote sensing data include
topography, temperature, and chlorophyll (for more information, see remote sensing section).
Secondary Data
Secondary data
is collected by someone other than the research who intends to use it. This data can be primary data collected by a
colleague or it can be open source data available publicly. Many secondary data sources provide free, publicly
available data.
Global Secondary Data
Globally
available secondary data sources relevant to fisheries and aquaculture include:
the National Aeronautics and Space Administration (NASA), National Oceanic and
Atmospheric Administration (NOAA), United Nations Environment Programme (UNEP),
and U.S. Geological Survey (USGS). For
example, The USGS Land Cover Institute (https://landcover.usgs.gov/) provides land
use data globally. These data are often
used in applications including biodiversity conservation, water quality
assessments, phenology, and land cover change over time. NowCOAST, through the NOAA Web Mapping Portal
(https://nowcoast.noaa.gov/), is an example
of forecasted data. Its applications
include tide and weather prediction, harmful algal bloom forecasts (for more
information, see harmful algal bloom
section), and sea surface temperature.
For real-time data, NASA Worldview (https://worldview.earthdata.nasa.gov/) updates every
three hours for applications like air quality measurements, flood monitoring,
and tropical storm watches. More
specifically for environmental data, the UNEP Environmental Data Explorer (http://geodata.grid.unep.ch/) contains over
500 different variables such as freshwater, populations, forests, emissions,
climate, health, and GDP.
Regional Data Sources
Regionally
available secondary data sources relevant to fisheries and aquaculture include:
the Mekong River Commission, SERVIR - Mekong, and a new hosting element, Open
Development Mekong. The Mekong River
Commission Data Portal (http://portal.mrcmekong.org/index), for example,
provides historical and near real-time hydrological data on the Mekong River
and its main tributaries. SERVIR-Mekong
(https://servir.adpc.net/) is a new collaboration between the U.S. Agency for
International Development (USAID), NASA, and Asian Disaster Preparedness Center
(ADPC) which aims to “work with partners to create and/or share geospatial
datasets that meet specific user needs.”
Currently available datasets include rice farming suitability, protected
areas, and seasonal surface water; other datasets relevant to fisheries and
aquaculture may be developed through future SERVIR-Mekong projects. Additionally, the Open Development Mekong
(https://opendevelopmentmekong.net/) is a new data crowdsourcing platform
specific to the Mekong region seeking “to expand publicly available resources
on topics related to the Lower Mekong.”
Topic areas include agriculture and fisheries, energy, environment and
natural resources, land, and populations and censuses.
Example: Climate Change Analyses
As a regional
example of the use of spatial data, the International Water Management
Institute (IWMI) was able to compare temperature and rainfall projections for
all of Southeast Asia. Using the
Intergovernmental Panel on Climate Change (IPCC) Special Report on Emissions
Scenarios (SRES) storylines A2 (high population growth and slower economic
growth and technological change) and B2 (moderate population growth and
economic development with less rapid and more diverse technological change),
IWMI projected increases in annual temperature and variation in annual rainfall
(some increases and some decreases) across the region using the Providing
Regional Climate for Impact Studies (PRECIS) regional climate model over the
period of 1960-2049. Wet seasons are
mostly projected to be wetter (more cumulative rainfall depth), with greater
potential for flooding. Additionally,
despite greater rainfall in the wet season, drought days are likely to increase
due to higher temperatures and increased evapotranspiration. For more information, please consult IWMI
Research Report 136.
VIFEP (Document for USAID
workshop)
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