Thursday, May 26, 2011

LAB 8 - Mapping the Station Fire in ArcGIS

This week's lab focused on the Station Fire in Angeles National Forest that occurred during August/September of 2009. The aspect that I have chosen to base my final lab on is the impact of the Station Fire on Significant Ecological Areas (SEA) and Sensitive Environmental Resource Areas (SERA) in the regions that were affected by the fire. I hypothesized that due to the fire's vast size and giant wake of destruction, it would have destroyed much of the SEAs and SERAs as it raged through the Angeles National Forest.


FIGURE 1
Source: http://inciweb.org/incident/maps/large/1856/1/














The Los Angeles Station Fire of 2009 was one of the most destructive fires in the history of the Angeles National Forest burning 161,189 acres of land, destroying 209 structures, and claiming the lives of 2 firefighters (Figure 1); the source of the fire was investigated and found to be the result of arson (1). Following the disastrous fire, the US Forest Service began to be the focus of some newspapers as people looked for someone ir something to blame. The main argument was that the US Forest Service had failed to clear the underbrush which contributed to the size and voracity of the fire thus inhibiting the fire fighters from containing it before it wreaked havoc on the region. However, the US Forest Service fired back stating, "the Station Fire is not the fault of federal land managers, firefighters, or environmental laws," said Richard Halsey, director of the California Chaparral Institute. "Huge wildfires will occur in Southern California regardless of how the government 'manages' its lands. They are an inevitable part of life here" (2). Additionally, recent estimates from USGS indicate there are approximately 10,000 acres of fuel treatments and more than 160 miles of fuel breaks within the Station Fire perimeter. In addition to this, many non-native plants have invaded the forest having the effect of increasing the flammability of the vegetation and landscape. Figure 2 maps the progression of the fire at different times throughout the duration of the Station Fire. The yellow color denotes the fire at its earliest stages in the early morning of August 29th and is followed by a light orange, then a dark orange, and finally a red color indicating the cumulative damage of the 2009 Station Fire. The dark grey lines on the map mark the state highways and should be used a reference point for the size and location of the fire.


FIGURE 2


















The Los Angeles County GIS Data Portal defines Sensitive Environmental Resource Areas as regions that "show environmentally sensitive areas or watersheds that are meant to be undisturbed or have significant building restrictions" (3). In Figure 3, these areas appear as the blue regions on the map below. The concept of "Significant Ecological Areas" is unique to Los Angeles County who adopted the idea as part of the General Plan for the County. These regions are indicated in Figure 3 as the dark green regions. An area qualifies for recognition as an SEA if it possesses one or more of the following features, or classes:
  1. Is the habitat of rare, endangered, or threatened plant or animal species.
  2. Represents biotic communities, vegetative associations, or habitat of plant or animal species that are either one-of-a-kind, or are restricted in distribution on a regional basis.
  3. Represents biotic communities, vegetative associations, or habitat of plant or animal species that are either one-of-a-kind, or are restricted in distribution in Los Angeles County.
  4. Is habitat that at some point in the life cycle of a species or group of species, serves as a concentrated breeding, feeding, resting, or migrating grounds, and is limited in availability
  5. Represents biotic resources that are of scientific interest because they are either an extreme in physical/geographical limitations, or they represent an unusual variation in a population or community.
  6. Is an area important as game species habitat or as fisheries.
  7. Is an area that would provide for the preservation of relatively undisturbed examples of the natural biotic communities in Los Angeles County.
  8. Is a special area, worthy of inclusion, but one which does not fit any of the other seven criteria (4).
FIGURE 3


















The damaging effects of the worst fire in the history of the Angeles National Forest are evident even today as the region tries to recover. As seen in the map above, the fire did not actually reach any of the Significant Ecological Areas nor Sensitive Environmental Resource Areas despite its massive size. This, however, did not prevent these regions from suffering losses as a result of the State Fire. The US Forest Service outlined the impacts and threats of the fire as follows:
  • Ecosystem functionality through loss of vegetation, increased watershed response, and altered hydrologic regimes (i.e., increased debris flows and erosion, flash flooding, etc. – especially in stream channels). 
  • Wildlife resources (animals and their habitat) through lack of vegetative cover, compromised water quality and quantity, increased spread of non-native species, loss of individuals, and potential loss of viability due to isolated populations. 
  • Imperiled wildlife species native to the area either lost or stand to lose one of their last places of refuge in the world through habitat modification, increased watershed response, and exposure to new sources of threat. Species include the California condor, mountain yellow-legged frog, Santa Ana sucker, and other riparian species. 
  • Heritage resources (archaeological and cultural) through increased erosion, vandalism, and potential for looting. 
  • Botanical resources (plants) through watershed disturbances, threat from non-native, invasive plants, and increased unauthorized access. 
  • Forested landscapes:  37,000 acres of the burn area supported forests of pine, fir, oak and other hardwood tree species.  Of these fire-impacted forested acres, 11,000 acres will not return to a forested status without human intervention. 
  • Human life and property through debris flows, rock fall, flooding, hazard trees, and exposure to hazardous materials discovered after the fire (6).


Essentially, regardless of the fire's perimeter avoiding the actual SEAs and SERAs, the wildlife, resources, and general ecology of the region was impacted negatively. The cumulative area burned in the fire came extremely close to the border of one of the SEAs, however, I believe the firefighters were instructed to protect this area and were therefore posted along the perimeter of the Significant Ecological Area in order to prevent it from succumbing to the flames. The effects of this fire are still evident as the vegetation attempts to regrow and replenish. The fire was extremely hot and damaged not only the forest that it touched, but flora and fauna miles around suffered the consequences from this deadly fire. Figure 4 is an photograph taken in 2011 depicting how the forest has bounced back from the Station Fire of 2009. While there is substantial growth, the effects of the fire can still be clearly seen in the image. The charred remains of once magnificent trees atop the new growth of secondary forest is a familiar scene to visitors of the forest.


FIGURE 4
Source: Griffith Park Wayist


















There is a light at the end of the tunnel for this seemingly unsolvable problem. The Forest Service in partnership with the National Forest System has developed a strategy to manage the rehabilitation of the Angeles National Forest. The Station Fire Restoration Strategy (SFRS) is a step-by-step plan for the Forest System to follow in order to achieve the ecological recovery goals outlined in the strategy. The objectives of the SFRS are to: 

  1. Restore the ecosystem and human-made infrastructure (for example, recreation facilities) within the burned area to a better condition than existed prior to the fire. 
  2. Identify, design, prioritize and schedule restoration projects over time. 
  3. Design ecosystem recovery treatments and actions to facilitate the natural recovery process, working with nature. 
  4. Develop a Volunteer, Interpretation, and Partnership stewardship program to enlist public participation in fire recovery efforts. 
  5. Establish a community-based “Friends of the Angeles” organization to assist forest managers in future stewardship of the forest (6).  

The SFRS has began to be implemented in the Angeles National Forest and has already had positive results that promise to help in the replenishment of this forest and the future of the floral and faunal populations that were affected by the Station Fire of August/September of 2009.


WORKS CITED

1. Bloomekatz, Ari B. "Station Fire Was Arson, Officials Say; Homicide Investigation Begins." LA Angeles Times. 3 Sept. 2009. Web. 5 June 2011. <http://latimesblogs.latimes.com/lanow/2009/09/station-fire-was-arson-homicide-investigation-begins.html>.
2. "California Chaparral Institute Provides Perspective on the Los Angeles Area Station Fire." Green Jobs, Green Careers, and Green Business Solutions for Sustainable Communities. California Chaparral Institute. Web. 06 June 2011. <http://www.californiagreensolutions.com/cgi-bin/gt/tpl.h,content=3241>.
3. Franchino, Nick. "Sensitive Environmental Resource Areas." Lacounty.gov. Los Angeles County GIS Data Portal, 2011. Web. 5 June 2011. <http://egis3.lacounty.gov/dataportal/?p=1664>.
4. "Significant Ecological Areas." SCOPE - Home. SCOPE, May 2005. Web. 06 June 2011. <http://www.scope.org/sea/index.html>.
5. "Station Fire Recovery Update: Public Meeting 3/23." Griffith Park Wayist. 16 May 2011. Web. 07 June 2011. <http://griffithparkwayist.blogspot.com/2011/03/station-fire-recovery-update-public.html>.
6. "Station Fire Restoration." US Forest Service Fact Sheet. US Forest Service, 15 Apr. 2011. Web. 6 June 2011. <http://www.fs.usda.gov/Internet/FSE_DOCUMENTS/stelprdb5298487.pdf>.

Thursday, May 19, 2011

LAB 7 - Census 2000/2010

This map represents data collected in the 2000 US Census concerning the concentration of the black population of the country. The data is divided according to the percentage of African Americans living in each county. The warmer colors denote regions of lower black population density whereas the cooler colors denote regions where the percentage of the population that identifies as African American is high. As displayed above, the region with the highest percentage of the black population in America is the South. This is typically attributed to the prevalence of the slave trade during the beginnings of the country during the era in which plantations were the main economy for many Americans. As a result, many African Americans still reside in the South where their most recent heritage has rooted itself. A smaller but significant proportion of the southwestern region of the US has also begun to attract the African American population as seen in the yellow color of some California counties.


The second map of the series exhibits population data for the percentage of Asians in residing in counties throughout the continental US. The Census data collected for this group of people reveals a very different population distribution trend with a large majority of the country's Asian population occupying counties throughout the state of California. Another pattern exposed by this map is the tendency for this group to distribute themselves in counties along the coastal region of the country. Overall, this group has spread out over a larger area than the African American population who predominately inhabit the southern part of the US. The Bay Area of Northern California appears to have the highest percentage of Asians consisting of 26-46% of the population. The Midwest seems to have lower percentages of its population made up of Asians. Also, there seems to be distinct clusters of Asian populations in specific counties throughout the country. This differs from the previous group in that the majority of the population resided in relatively the same region of the country. The tendency for Asian populations to gather in certain counties is a product of the network that Asians create for immigrants coming from their native countries. The extensive network of family, friends, neighbors, and business partners provided to recent immigrants provides a safety net and comfortable environment to those just arriving in the country. As seen with most minorities, this group also tends to be found in larger percentages in bigger cities.


The third and final map of this series represents all the minority data collected by the US Census Bureau in 2000. The minority groups consist of every ethnic population excluding the Caucasian, Black, and Asian populations. It appears that a majority of the minority groups reside in the American Southwest. This can be accounted for by the large immigration trend from Central and South America to the United States. This trend also applies to the general western region of the United States. I found this to be very surprising because I would assume that the East Coast would be more of a gateway into the country than would the West. In addition, the history of immigration to the melting pot that has become the US was typically through the eastern part of the country and not the western. The only explanation I could use to explain this phenomenon was the recent influx of immigrants from our neighbors to the south. Another trend revealed in this map is the tendency for large cities such as Miami and New York to have large percentages of their population to be made up of minority groups.


Overall, trends in population distribution by percentages show similar trends in all three minority groups represented. The Blacks, Asians, and other minorities tend to form clusters in which there are high percentages of their specific group in a particular region. Whether it be in large groups such as the African Americans in the South or with the Asian population in small clusters throughout counties in the western portion of the United States. Also, as expected, the big cities of the country seem to attract larger percentages of minorities than do the smaller, rural communities. The Midwest appeared to be the most homogenous group with the smallest percentage of minorities in all three maps. Additionally, coastal counties tended to have higher percentages than did inland counties. This was not surprising as most people entering a country tend to settle nearer to the coast making the ethnic diversity of this region much higher than that of the counties further from the ocean. Surprisingly, the West was a popular residence for Asian and other minority populations. This was unexpected in that the East Coast has typically been where most of the immigrants have come into the country from. However, a shift in immigration has taken place and many of the country's new citizens have roots in countries to the south.

Sunday, May 15, 2011

LAB 6 - Data Elevation Models in ArcGIS























Extent Information:
Left: -117.79305°
Right: -117.7261°
Top: 34.355°
Bottom: 34.2916°

This region is a part of the Angeles National Forest in Southern California. This area is of specific interest to me because of my proximity to it. As a resident of the sprawling city of Los Angeles, I am constantly looking for substantial outdoor space to escape the urban environment. Angeles National Forest is the perfect place to explore and enjoy nature. In addition, my roommates recently hiked through this forest in order to bungee jump off a bridge in the middle of it. This area consists of 655,387 acres of open space with 5 wilderness areas, 10 lakes and reservoirs, and 240 miles of rivers and streams. The Angeles Forest is located in the San Gabriel Mountains just north of Los Angeles county. The terrain of the forest varies greatly but mostly consists of chaparral. Elevation of the region ranges from 1,200 feet to 10,064 feet.

Thursday, May 5, 2011

LAB 5 - Projections in ArcGIS






















Map projections are two-dimensional representations of the three-dimensional, spherical earth. The specific type of projection is important to note when viewing a map because of the particular distortions that accompany them. Distortions are inevitably caused by the application of a 3D image onto a 2D plane. Depending on the region being studied, different projections can be utilized in order to avoid distortions from occurring in the area of interest. Additionally, projections preserve specific attributes on maps such as distance and area. Three projections represented in this lab are equidistant, equal area, and conformal. All have their own particular potential and pitfalls. Each type is classified depending on the properties that they aim to preserve.

Conformal maps are designed to preserve angles locally. This has the effect of maintaining the proper shape of map features while, unfortunately, distorting their relative sizes. In order for both size and shape to be preserved, a globe is the only appropriate medium. The Mercator and Gall maps displayed in this lab are two types of conformal projections. The former is often used for nautical purposes because of its ability to represent lines of constant course, rhumb lines, as straight segments. However, the Mercator projection does not maintain the size or shape of landforms as the scale increase. Gall projections cause distortions of areas approaching the poles; forms near the equator preserve their size and shape.

Equal area maps preserve the size of forms at the expense of the shape. In addition, shape, angle, and scale all may be distorted in this type of projection. Straight meridians and parallels are an aspect of these maps. The meridians are equally spaced whereas the distances between the parallels vary according to where they occur on the map. The first type of equal area projection exhibited is Cylindrical Equal Area projection. This projection is often used as an intermediate mathematical step in the construction of other equal area projections. The second is the Hammer Projection the parallels are curved but there is no stretching at the center of the map. Equal area projections are used when examining maps for the purpose of comparing the relative proportions of landforms.

Equidistant projections are the third type represented in this lab. These projections are designed so the earth is centered in a way in which at any given point on a straight line radiating from the center to any other point represents the shortest distance and can be measured to scale. However, the distance between two points (neither of which are located on the line radiating from the center) will be distorted. The first of the equidistant projections is the equidistant cylindrical in which all meridians are standard, equally-spaced vertical lines and parallels are horizontal, equally-spaced, equally-long lines. The final map represented in this lab is the Sinusoidal projected map. All the parallels are straight lines and are also sine curves with the exception of the prime meridian. This type of projection is often used to show tropical latitudes.

Wednesday, May 4, 2011

LAB 4 - Introduction to ArcGIS

Exercise 1: Exploring Your Data


















Exercise 2: Working with Geographic Features














Exercise 3: Working with Tables












Exercise 4: Editing Features






















Exercise 5: Working with Map Elements



My experience with ArcGIS was not what I expected. While I knew that this software was going to be complicated with many different factors that need to be altered and manipulated, I had no idea just how complex it would be. I had some frustrating moments that oftentimes involved how exactly to save the files. It was my first time working off the Social Science Computer Lab with files that were on the lab's drive and could therefore not be altered. Because of this, I had some trouble when trying to complete the ArcGIS tutorial. I spent quite a few hours attempting to rectify this situation before finally figuring out exactly what the problem was. An unexpected benefit to this struggle was that I found myself understanding the program more and more as I retraced my steps and repeated the exercises. I also discovered that I could apply things I learned in one exercise to another. Moreover, the layer system can be confusing at times. When trying to work with one layer other layers may be on top or under it, which would cause complications frequently.

Some of the problematic aspects of the program were the zooming features. While in layout view, I would often zoom in/out only to discover one of my individual maps would be displaced in the window because I had selected the wrong part of the screen. Of course I'm sure this skill would come with experience with the program, but for a beginner, it set me back quite a few times. In addition, the program seemed a bit finicky at times. For example, there were several occasions when I would change something in a data frame only to see it change something unintentionally. Also, I had some trouble drawing "Airport Dr" because the tangent curve would not cooperate. I had to repeat the step about 6 times before it finally bent the right way. All these problems that I have listed are most likely due to my own inexperience and I'm sure I will improve my skills as we move forward in the class.

That being said, there were many positive qualities of ArcGIS. For example, the database management and application of data to maps was incredible. I know this is the basic purpose of the program, but it was really interesting to see it in action as I applied data to a region of the world. Also, I could see the program getting easier to navigate as I repeated the steps. I believe that once mastered, this program could be more user-friendly that the tutorial portrayed. I also believe that most of the complications I encountered were due to my own error of not saving the maps to the correct drive before proceeding with the rest of the lab. Hopefully this will not be repeated in future endeavors. With more exposure to this program, I am confident my skills will improve and tasks will become much easier to accomplish.

This program has incredible potential. As discussed in class, neogeography has the ability to engage all kinds of people and stirs up interest in map-making. As people are able to interact with and create maps, more attention is drawn to this field allowing it to expand and grow. GIS is a more complicated form of this new map-making phenomenon, but it definitely a huge part of the expansion of the field. It has the potential of revolutionizing the information databases that are applied to spatial mediums. For example, the future of tracking (i.e. available taxi cabs, real estate values) lies in the application of GIS. There are so many facets of this field that the all the opportunities that the field provides haven't been revealed. In my opinion, we have only seen the tip of the iceberg in terms of the potential of GIS; ArcGIS is a huge contributing factor in the equation. A pitfall of ArcGIS is that it cannot be purchased by everyone looking to use it; it is very expensive and also requires a very specialized skills set not possessed by many.

Thursday, April 14, 2011

LAB 3 - My Maps: My European Tour


View Europe in a larger map

Neogeography is a relatively new phenomenon that has had the effect of revolutionizing the field of geography. It has put the power of map-making into the hands of untrained individuals. This change has brought both expected and unseen consequences. Although very advantageous, neogeography also has some negative attributes that should be acknowledged in order to maintain the accountability of geography as a whole. Neogeography has generated a new found interest in geography as people are able to create and interact with their own maps. In some ways, it has made every person a geographer. This interest has benefited the field for the importance of map-making has begun to be more widely recognized outside of the scientific community. Maps are a window to the world that we are too close to see for ourselves. Without maps, people would never be able to connect their mental maps with the actual layout of the planet. Maps can be extremely informative and are therefore very valuable. This widening of scope has allowed the field to experience a boom in interest allowing new facets of exploration, such as Geographic Information Systems, to take hold and become official segments of geography as a science. Neogeography has contributed greatly to the understanding of the value and importance of map making.

Despite this new-found respect for maps and their makers, it has also bred a new kind of map that threatens the validity of the maps created by professionals. As peopled are given the opportunity to create maps for themselves, some have begun to abuse this power, knowingly and unknowingly, to create maps that are not accurate. These maps undermine the field of geography by providing false or inaccurate information to people seeking to learn things from looking at a map created for the purpose of educating individuals about the world around them. As a consequence, the source of maps has become an integral piece of information when using a map in order to avoid using inaccurate maps made by inexperienced people. This may become more of a problem in the future as maps made by people other than professionals begin to appear more convincing.

Regardless of this setback in the field of neogeography, I believe that this new phenomenon will be beneficial overall. Ignorance is the enemy of education because you can't learn if you're unaware of what you don't know. Without acknowledging what we want to learn about the world, we will not be able to educate ourselves and others. Neogeography enables people formerly without access to these resources the ability to create and interact with maps. The interest generated from this experience has transformed, and will continue to transform, the field of geography opening the eyes of people as they are exposed to neogeography.

Thursday, April 7, 2011

LAB 2 - USGS Topographic Map

1. What was the name of the quadrangle?
The name of the quadrangle is "Beverly Hills Quadrangle."


2. What are the names of the adjacent quadrangles?
Adjacent quadrangles include Canoga Park, Van Nuys, Burbank, Topanga, Hollywood, Venice, and Inglewood.


3. When was the quadrangle first created?
The quadrangle was first created in 1966.


4. What datum was used to create your map?
The horizontal datum used to create this map is the North American Datum (NAD) of 1927 and the vertical datum used is the National Geodetic Vertical Datum of 1929.


5. What is the scale of the map?
The scale of the map is 1:24,000.


6. At the above scale, answer the following:
a) 5 centimeters is equivalent to how many meters on the ground?
1/24,000 = 5 cm/x cm = 120,000 cm/1,000 = 1,200 meters
b) 5 inches on the map is equivalent to how many miles on the ground?
1/24,000 = 5 inches/x inches = 120,000 inches/63,360 inches = 1.89 miles
c) 1 mile on the map is equivalent to how many inches on the map?
1/24,000 = x miles/1 mile = 0.00004167 miles x 63,360 inches = 2.64 inches
d) 3 kilometets on the ground is equivalent to how many centimeters on the map?
1/24,000 = x km/3 km = 0.000125 km x 100,000 cm = 12.5 centimeters


7. What is the contour interval on your map?
The contours on the map occur in intervals of 20 feet.


8. What are the approximate geographic coordinates in both degrees/seconds and decimal degrees of:
a) the Public Affairs Building
34 degrees, 4 minutes, 28.8 seconds or 34.074 degrees North
118 degrees, 26 minutes, and 18 seconds or 0.438 degrees West
b) the tip of the Santa Monica Pier
34 degrees, 0 minutes, 27 seconds or 34.007 North
118 degrees, 29 minutes, 59.3 seconds or 118.5 degrees West
c) the Upper Franklin Canyon Reservoir
34 degrees, 7 minutes, 12.5 seconds or 34.12 degrees North
118 degrees, 24 minutes, 37.01 seconds or 118.41 degrees West


9. What are the approximate elevation in both feet and meters of:
a) Greystone Mansion (in Greystone Park)
570 feet or 173.736 meters
b) Woodlawn Cemetery
140 feet or 42,672 meters
c) Crestwood Hills Park
700 feet or 213.36 meters


10. What is the UTM zone of the map?
The map is in UTM Zone 11.


11. What are the UTM coordinates for the lower left corner of your map?
The UTM coordinates for the lower left corner of the map are 3763000 northing and 362000 degrees easting.


12. How many square meters are contained within each cell (square) of the UTM gridlines?
Each cell of the UTM gridlines contains 1,000 square meters.



13. Obtain elevation measurements, from west to east along the UTM northing 3771000, where the eastings of the UTM grid intersect the northing. Create an elevation profile using these measurements in Excel (hint: create a line chart). Figure out how to label the elevation values to the measurements on campus. Insert your elevation profile as a graphic in your blog.


14. What is the magnetic declination of the map?
The magnetic declination of the map is 14 degrees easting.


15. In which direction does the water flow in the intermittent stream between the 405 freeway and Stone Canyon Reservoir?
The water flows south in the intermittent stream between the 405 freeway and Stone Canyon Reservoir.


16. Crop out (cut & paste) UCLA from the map and include is as a graphic on your blog.

Thursday, March 31, 2011

LAB 1 - Maps

Map 1 - "Earth at Night"


Source: http://www.nasa.gov/images/content/49259main_flat_earth_nightm.jpe

“Earth at Night” is a satellite image courtesy of NASA and DMSP depicting the world at night in each region of the globe. This map is an extremely informative image that provides insight into phenomena such global population distribution trends and relative levels of economic development. By examining the lights of the world at night, it can be deduced that most of the world’s population lives near the coastal regions of countries. Additionally, urban centers are prominently featured as clusters of bright lights. With this knowledge, anyone can easily spot and point out the major urban areas of the world. Moreover, major landforms and their effect on population distribution can be observed. For example, the lack of lights in the region occupied by the Sahara Desert in northern Africa reveals that this area is relatively uninhabited. However, it should also be noted that this map is slightly misleading in terms of major centers of urbanization, for it is also an indicator of economic development for regions throughout the world. Access to electricity is an amenity enjoyed by the citizens of more developed nations so an image of the amount of electricity being used at night in each country reveals their relative level of economic development. This is clearly seen in the image with the most developed countries such as the United States and those of Western Europe appearing to be extremely bright on the world map at night. Although some nations in Africa have extremely large populations, this map would not depict this because of their lack of electricity during non-daylight hours. This map is interesting in that it appears to be a simple map of the world at night, but it reveals so much more about the world than would be expected. The trends and patterns that are depicted in this image are far more informative than one would expect.

Map 2 - War and Death
This cartogram of war and death in 2002 paints a grim picture for some of the world’s less developed nations. This map depicts the world in terms of each country’s size in proportion to its number of deaths due to war in the year 2002. If the number of war deaths throughout the world were distributed equally in proportion to each country’s size, then the map would appear undistorted. However, as seen in the above image, this is not the case. Africa obviously bears the brunt of the number of people lost in fighting wars. In fact, the website on which this map was found revealed that The Democratic Republic of the Congo accounted for 26% of all deaths due to war during the year 2002. That is one country that absorbed over a fourth of the globe’s loss of life due to war. An interesting aspect of this map is the correspondence between knowledge of war-torn countries and their relative sizes on this map. The Middle Eastern nations appear extremely bloated on this image because of the constant wars and thousands of lives lost because of them. This map is interesting to me because of the dramatic distortion caused by the cartogram’s topic. It’s disturbing to see small countries ballooning to epic proportions simply because of war.

Map 3 - World Happiness
The World Happiness map is a survey map exhibiting the relative levels of happiness of the citizens of the world’s countries. This map has a six color scale going from unhappy (yellow) to average (orange) to happy (dark red). The image reveals trends in the subjective happiness of the people in each country of the world. For example, the happiest countries according to this map are also the most industrialized and developed nations of the world with countries such as the United States, the United Kingdom, Canada and Australia appearing in dark red. The unhappiest people, according to this map, appear to be in the less industrialized countries mainly in Africa, with various other countries in parts of Asia. The largest nation that reported and unhappy populace was Russia appearing as a yellow band over Asia and most of Europe. However, it should be remembered that this is a survey of subjective happiness – some cultures are more likely to report high or low levels of happiness which could have been interpreted by the researchers according to their own cultural bias. This map is interesting because of its close correspondence to the level of economic development. Also, I expected the opposite pattern with less developed nations reporting higher levels of happiness. This, of course, could be due to my own cultural bias of hearing that the people with less appreciate more and are therefore happier because of it. In any case, this map is a subjective rendering of the reported happiness of people of the global community.