workshop

Workshop materials, responses, and final products for DATA 100 at W&M (Spring 2020).

View the Project on GitHub

Final Project - Mongolia

Political Subdivisions

This map shows all of the administrative subdivisions in Mongolia. The first level are the aimags, or provinces, of which there are 21 (not including the Capital region of Mongolia). On this map, the provinces are shown in yellow. The second level of administrative subdivision is the sum, or district, level. Mongolia has 331 districts. These are shown in red. Mongolia is divided into districts that attempt to be approximately equal in geographic size and population, however you can tell that the outer districts are less populated since they are larger, and the inner districts are more populated because they are physically smaller. When looking at the pysical geography of Mongolia, this makes sense, because the country’s harsher environments are near the border. In my work, I focused on two areas of Mongolia. Their position in relation to the rest of the country is shown here: Khovsgol is a province in the northwest of Mongolia. It is subdivided into 23 sums. Darhan-Uul is a province in the north of Mongolia. It is subdivided into four sums.

For more information, see Project 1.

Population

This first map shows the population of Mongolia across the entire country, illustrating that it is quite sparsely populated except for a few cities. Mongolia’s total population is 3,186,026 people, but the capital city Ulaanbatar alone has a population of 1,584,000. This sets up a pattern of dense urban areas and sparse rural areas. The rural areas dominate the country physically. The rest of my population inquiries focused on Khovsgol, which has a population of 132,146. Most of that population is concentrated in the city of Moron, which has a population of 39,404. When using all of the available topographic, slope, water, and land cover data to estimate a model of the population, it is not very accurate. The r^2 value is approximately .22. This inaccuracy is likely due to the variety of terrain in the region and the nomadic and semi-nomadic lifestyles of the Mongolian people. The above map shows that the errors in the population model are primarily underpredictions in the city of Moron. This problem is clearly shown by a 3D plot of Khovsgol. Because a next level of administrative subdivision was not available for Mongolia, the City of Moron cannot be further investigated to determine a more specific reason for this discrepancy. Consequently, the best judgement is that these errors are due to problems with the gridcelled approach when looking at urban buidlings. The low population density in outlying areas makes it easier to make spatially accurate predictions. In the city, however, it is a small population with a high population density. Nevertheless, the majority of the population of Khovsgol is quite rural, as shown by the plot below. This pattern of having an aimag capital that is densely populated and a sparsely populated surrounding area is repeated throughout Mongolia, which leads to challenges with development.

For more information, see Project 1 and Project 2.

Human Settlements, Roadways, and Health Care Facilities

For this part of the project, I switched to focusing on the Darhan-Uul aimag. I joined the Darhan-Uul aimag with the sums of Khushaat and Saykhan. This is a geographically small region that has a few urbanized areas. Darkhan-Uul has a population of 101,879. Khushaat has a population of 1,585 and Saykhan has a population of 8,285. The above map shows the urban areas, their relative populations and densities. The map below shows where roads and healthcare facilities are located within the region. The darkest purple road that is the largest main road in the region, classified as a trunk road. The smaller, lighter purple roads are classified as roads, tracks, secondary roads, tertiary roads, and service roads. Hospital facilities are shown as blue dots, and dentists are orange. This map makes it seem that the less urbanized areas are drastically underserved. The roads do not appear to reach throughout the region to provide connections, and the healthcare facilities are only located within urban areas. However, when looking at this data within a topographical context, it makes more sense. This 3D plot overlays the roads and healthcare facilities plot on top of the topographical features of the region. This region of Mongolia is clearly mountainous, and the urban areas are located within valleys. The roads traverse the valleys and reach into the mountains, but do not fully cover them. When examining the topographical context, the level of access to healthcare and roads makes more sense.

For more information, see Project 3 and Project 4.

Final Thoughts

The biggest challenge to progress in development in Mongolia is the topography. Mountainous regions are hard to reach, and Mongolia is quite mountainous. Despite this, I think that Mongolia is fairly well developed. The capital city has a population over a million. And though access to healthcare might be challenging for those living in the more remote regions, it is still an availability. Furthermore, I don’t think that building more hospitals in more remote regions would be an appropriate step forward in developing the country further. I think that Mongolia would benefit more from physical infrastructure projects, like building roads. This would allow for easier access to existing healthcare. It would also encourage traveling healthcare practices and further integrate the country, which would help with economic development. Despite the fact that there is still work to be done, Mongolia is fairly well-developed when compared to its neighbors in the central Asian region.