Recently, there have been several worldwide
disease outbreaks. These contagious
diseases soon turned into epidemics that have claimed many lives. Fortunately, doctors and scientists are able
to track these diseases using GIS software, such as WebDMAP. This program uses a process called adaptive
spatial filtering. This method relies on
adaptive bandwidth filter “that
increases in size inversely with population density rate calculation”.
There are five essential properties
that scientists should use when analyzing disease maps.
First,
these disease maps need to be analyzed with using different base maps. The figure below illustrates three different
maps monitoring colorectal cancer in Iowa.
The next step
requires that the disease-infected regions be displayed on the map. This gives scientists a clear view as to where
they should concentrate their efforts.
Attention
to geographic detail is essential when analyzing disease maps. Geography can act as a highway for disease to
spread. One such example is a contaminated
water source; which can infect a large
population of people and/or animals.
The
population’s age and gender need to be measured and recorded for accuracy. Diseases
have the potential to effect men and women differently. A
person’s age is a very important factor that determines the patient’s ability
to resist the effects disease or infection.
The
data collected and the disease/mortality maps created need to be made available
to the public. This is in an effort to
offer an outside perspective that can be beneficial in preventing future
epidemics.
Researchers have
been able to use these maps to identify environmental characteristics and
measure disease risk.
Beyer, K. M., Tiwari, C., & Rushton, G. (2012). Five
essential properties of disease maps. Annals of the Association of
American Geographers, 102(5), 1067-1075.
Can you explain "This method relies on adaptive bandwidth filter 'that increases in size inversely with population density rate calculation'." I'm not 100% on if that is some sort of raster thing or just a calculation using a formula?
ReplyDeleteDoes colorectal cancer really count as a disease though? I suppose it might, but it's not necessarily contagious. Were there other diseases mentioned here that could've been mapped?
ReplyDeleteHow many epidemics can be prevented using this method? In the time that it could take to gather and compile data, couldn't an extremely contagious disease spread even further before the data analysis is complete, requiring more data to be collected and thus giving the disease more time to spread?
ReplyDelete