using nasa earth observations to analyze heat and light pollution in urban environments alex holland...
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Using NASA Earth Observations to Analyze Heat and Light Pollution in Urban EnvironmentsAlex Holland1 Kathryn Franks1
1Geography and Environmental Sustainability, College of Atmospheric & Geographic Sciences, University of Oklahoma, OK 73019, [email protected]@ou.edu
Two of the most visible aspects of urbanization are light pollution and
heat island effect. Light pollution occurs when an area is lit by artificial
lighting at night. The artificial light can make the sky brighter than the
normal nighttime lighting levels and disrupt circadian rhythms of many
nocturnal species. Light pollution can impact human society by
disrupting our circadian rhythms. It can affect an area for more than 50
sqkm around a major urban area. Heat pollution is otherwise known as
the “heat island effect”. This effect is caused when the rural areas
surrounding a city cool off quicker than the city itself. This can lead to a
host of ecological problems such as delaying or even halting migration
of avian species. The “heat island” effect can impact humans by not
allowing an area to cool at night leading to an increased risk of heat
exhaustion and stroke. Using Denver (CO), New Orleans (LA) and
Oklahoma City (OK) as study areas, this project analyzes these effects in
areas that have varying climates, topography and urban growth. We
evaluated night land surface temperature data from the Moderate
Resolution Imaging Spectroradiometer (MODIS) and the Visible Infrared
Image Suite (VIIRS) day/night band (DNB), to determine the light and
heat impacts of these urban areas on their surroundings. We compared
the geographic extent of these impacts for these different cities. We also
used census variables such as population, household income and land
use data to account for socioeconomic differences between the cities.
Results
Abstract
Study Areas
Conclusions
Population DataMethodology
Data
• Light pollution has a larger spatial impact than the heat island effect.
• Terrain has a significant impact on the extent of both types of pollution.
• Sprawling urban centers have a larger light pollution impact, but not necessarily a larger heat island.
• Population plays a role in heat island effect but not light pollution.
• To get the extent of the light pollution, we first found what the background value was.
• Anything above indicates human influence.
• Found the contiguous area around study areas that have above 1 nW/cm³ & created a polygon.
• The New Orleans metro polygon was split in two for the suburbs on the north shore of Lake Ponchartrain
• Temperature anomalies were found between urban area & surrounding landscape• For most areas this was between 1º C and 3º C.
• Created a polygon from the extent of the contiguous area.
• A polygon was created for New Orleans despite the LST data quality.
• The nighttime lights data for this project comes from the NPP Visible Infrared Imaging Radiometer Suite(VIIRS) Day/Night Band.
• Data from June 2015 and its units are nW/cm³. • The land surface temperature data comes from
the Terra Moderate Resolution Imaging Spectroradiometer(MODIS) collected over an 8 day span in June 2015.
• Due to influences of nearby bodies of water, the LST data quality is very low in the New Orleans study area.
Denver-Aurora Metropolitan Area
New Orleans Metropolitan Area
Oklahoma City Metropolitan Area
• This data comes from the US Census Bureau tiger shape files from 2010.
• The population density was calculated using the following formula .
• We used the Census Bureau tiger data to derive our population density map https://www.census.gov/geo/maps-data/data/tiger-line.html
• The virrs data came from the noaa VIRRS data download page. June2015 Tile 1 http://ngdc.noaa.gov/eog/viirs/download_monthly.html
• MODIS Land Surface Temperature data can be downloaded from google earth engine https://earthengine.google.org/#detail/MODIS%2FMYD11A2
• NLCD data legend and images http://www.mrlc.gov/nlcd11_leg.php
Sources
Study Area Heat Island Area (km2)
Light Pollution Area (km2)
Area (km2)
Population
Oklahoma City
982 5086 16511.48 1,549,321
Denver-Aroura 1385 4287 7644.60 2,318,833
New Orleans 1865 3336 18844.03 1,167,764
/Denver-Aurora Metropolitan Area
New Orleans Metropolitan Area
Oklahoma City Metropolitan Area