Spatial Analysis

The spatial analysis category looks at data manipulation techniques in GIS.

Sudden Landslide Identification Product (SLIP) developed by NASA detects landslide potential by analyzing satellite imagery for changes in soil moisture, muddiness, and other surface features. The Landsat 8 satellite capture the left and middle images on September 15, 2013, and September 18, 2014—before and after the Jure landslide in Nepal on August 2, 2014. The processed image on the right shows areas in red indicating a probable landslide and areas in yellow showing a possible landslide. Source: NASA.

Using Remote Sensing to Automate the Detection of Landslides

Elizabeth Borneman

The Sudden Landslide Identification Product (SLIP) developed by NASA detects landslide potential by analyzing satellite imagery for changes in soil moisture, muddiness, and other surface features.

Geographic pattern of illegal border crossings. Source: Rossmo, et al., 2008).

Using GIS to Map Drug Trafficking

Mark Altaweel

GIS has significantly aided police in crime prevention, notably in fighting drug trafficking.

ArcGIS Spatial Analyst was used to generate a density surface from point data created by a single dancer's movements. Source: GIS to Understand Dance, and Vice Versa, 2009.

Using GIS to Choreograph Dance

Mark Altaweel

Researchers at Ohio State University developed GIS software to help track the movement of dancers over time to see their patterns, which was also then used to choreograph new classical routines

Map showing the predicted distribution model of Ashokan edicts on the basis of geology, population, climate and topography.

UCLA Researchers are Using Geospatial Technologies to Identify Potential Ancient Buddhist Sites

Elizabeth Borneman

Archaeologist Monica Smith and geographer Thomas Gillespie identified 121 locations that they hope will reveal some of Ashoka’s edicts using GIS analys

Screenshot of the mapping application from Disappearing West.

New Project Maps the Loss of Natural Spaces in American West

A.J. Rohn

At DisappearingWest.org, you can actively monitor the loss of natural land as the American West continues to be developed with maps, statistics, and explanations for this trend.

A selection of independent predictors of invasion frequency mapped on the study area of Assyria and surrounding states. From Baudains et al, 2015.

Proportional Hazard Modeling and GIS

Mark Altaweel

By integrating GIS with proportional hazard modeling, we are now beginning to see GIS increasing its analytical modeling repertoire for the sciences that leverage factors of spatial and time to better understand how emergence and evolution of given processes develops, even when uncertainty is persistent for areas of research.

Mapping Soil Moisture in Ethiopia Using Remote Sensing Techniques

Elizabeth Borneman

Remote sensing can be used to assess soil moisture across a region. Learn more about two methods NASA has used to map out soil moisture in Ethiopia.

Changes in Cambodia from Sentinel-1A readings at 20 m resolution, acquired every 12 days from March 2015 to March 2016. Dark blue represents water surfaces, light blue to magenta represents agriculture (bare soil and cultivated fields), light to dark green represents forests, and white indicates settlements. In particular, the varying shades of magenta indicate rice sowing and transplanting between mid-September and the end of October. Source: contains modified Copernicus Sentinel data (2015–16)/sarmap/RIICE project/OpenStreetMap contributors (background map).

Using Remote Sensing to Map Rice Paddy Drop in the Mekong Delta

Elizabeth Borneman

Satellites including Europe’s Sentinel-1A can now track the rise and fall of different agricultural products around the world. The satellite’s imagery showed that rice production in the Mekong Delta has decreased in the past year.

Isodistance and Isochrone Maps

Caitlin Dempsey

Isodistance measures routes of equal time and isochrone measures routes of equal travel times although both are typically represented as bands of polygons.

Fig 1: An Inverse Distance Weightage model of the Dissolved Oxygen at 1m depth in Aliyar reservoir and tirumoorthy reservoir in India

Mapping of Apparent Fish Available Zones in Indian Reservoirs

Geo Contributor

This study by Thankam Theresa Paul, Sandhya KM, Manoharan SM and Usha U takes a look at the spatial relationship between physico-chemical variables and fish production using inverse distance weighting.

Elevation models show the SS Sansip (left) and the SS Samvurn (right) as imaged by a multibeam echosounder. Both of these ships leave sediment plumes detectable by Landsat 8 during ebb and flood tides. Source: Matthias Baeye et al

Using Landsat Imagery to Find Shipwrecks

Elizabeth Borneman

Satellite imagery from Landsat 8 has been used by a Belgian marine research institute to detect shallow water shipwrecks. Satellite imagery from Landsat 8 can detect the concentration of sand and silt particles in the ocean, which can then be used to pinpoint a potential shipwreck location.

The 2015 earthquakes caused great damage in Bhakatpur, Nepal. These photos are overlaid on a damage proxy map derived from COSMO-SkyMed satellite data. Colors show increasingly significant change in terrain/building properties (including surface roughness and soil moisture). Red is most severe. Credits: NASA/JPL-Caltech/Google/DigitalGlobe/CNES/Astrium/Amy MacDonald/Thornton Tomasetti

Developing Earthquake Damage Maps from Satellite Imagery

Elizabeth Borneman

Researchers are working on developing remotely sensed maps that may assist locals in assessing damage and managing the aftermath with future earthquakes.

NASA Earth Observatory maps by Joshua Stevens, using data from Sandwell, D. et al. (2014).

Seafloor Mapped Using Measurements of the Earth’s Gravity Field

Elizabeth Borneman

Researchers have developed a gravity map used to see the sea floor based on Earth’s gravitational field.

Preparing for Urban Pandemics Using GIS and Resilient IT Systems

Zachary Romano

Geospatial modeling has found that if 30% of the population voluntarily isolated themselves for 8-10 weeks, the total people infected would drop by almost half.

Roger Tomlinson. Archival Photograph from the Tomlinson Collection, Geography and Map Division, Library of Congress.

Who is the Father of GIS?

Caitlin Dempsey

Roger Tomlinson, known as the "Father of GIS," coined the term "geographic information systems."

By mapping out the seismic waves generated by human activity, researchers are able to create a map of underground conditions. Image: Nakata et al, 2015.

Stanford Geophysicists Map What Lies Beneath Southern California Using High-Resolution Sensors

Zachary Romano

Stanford University researchers mapped subterranean risks in Southern California by measuring human-induced body waves on city streets and sidewalks.

Advanced Techniques for Measuring Human Behaviors in Urban Public Spaces

Zachary Romano

Researchers at the University of Copenhagen utilized a combination of thermal cameras, computer vision technology, and GIS analytics to geo-reference the movements of pedestrians in order to asses public spaces.

Spaceknow tracks manufacturing activity for over 6,000 industrial facilities in China using its "Satellite Manufacturing Index" (SMI) proprietary algorithms. Map: Spaceknow.

Satellite Imagery Provides Insights to Global Questions and Changes the Data Landscape

Zachary Romano

Data extracted from satellite images have been helpful for tracking everything from the number of customers at retail and restaurant chains to tracking the rates of deforestation.

A) View of the experimental area in the Forest of Bossou, Guinea. Researchers record the nut-cracking behavior every year, using several video cameras while staying behind a screen of vegetation, c. 20m distance from the wild chimpanzees using tools. B) Female using a stone hammer and anvil to crack open nuts. Note the assortment of stones on the right side which is provided by the researchers, along with the piles of nuts. From enito-Calvo A, Carvalho S, Arroyo A, Matsuzawa T, de la Torre I (2015).

Chimpanzee Behavior Analyzed Using Innovative GIS Application Offers Insight to Our Human Past

Zachary Romano

A group of scholars has developed an innovative new application of GIS to understand stone tool use behaviors in chimpanzees during nut-cracking season.

Figure 1.0: This map displays the overall percentage of observed hours that a space was occupied over the six-day study.

Using GIS to Evaluate Parking Availability

Geo Contributor

GPS and GIS can be used to analyze parking space usage in a college town.

Using Satellite Imagery to Track the Ocean’s Acidity

Rebecca Maxwell

The Earth’s oceans play a vital role in the health of the planet. ocean dynamics impact weather patterns, it provides ...

Where are the residents of Turkey the happiest?

Using a Heat Map to Show the Level of Happiness by Province in Turkey

Geo Contributor

Dogus Guler created a heat map showing levels of happiness by province in Turkey using GIS.

Nasa image showing the Eastern Seaboard at night. One can see New York City, Philadelphia, the Washington Metropolitan Area all in the foreground, while Chicago, Cleveland, Detroit, Niagara and Toronto can be seen in the background.

A Case Study in Environmental GIS: Light Pollution Mapping

Geo Contributor

Geospatial consultant Marcus Hinds uses remote sensing and environmental GIS methodologies to study light pollution in the Greater Toronto Area in Canada.

Using Landsat images analyzed by a neural network, Anemone and his colleagues created a land cover map of the Great Divide Basin. Potential fossil locations are light red, and likely locations are dark red. (Map adapted from Anemone, et al., 2011.)

Finding Fossils with Remote Sensing

Rebecca Maxwell

In the field of paleontology, finding fossils is often a substantial undertaking. Researchers usually have to assemble crews of up ...

3D tree scan.

Smart Tree Logging with Remote Sensing

Caitlin Dempsey

Treemetrics is using satellite imagery, UAV, and LiDAR to help forestry managers to map out forests in order to better assess the quality and value of their forests and to cut down on waste.

Map showing taxi flows and potential taxi sharing benefits between two locations in Manhattan.

Optimizing Taxi Rides with HubCab

Caitlin Dempsey

A project from MIT called HubCab analyzing 170 million taxi rides has found that sharing rides would reduce trips by 40%.