Showing posts with label pro map. Show all posts
Showing posts with label pro map. Show all posts

Sunday, October 29, 2023

Inside North Korea 2023

As has become tradition with each new map release, here is a list of what's inside. Although this only reflects what the 2023 Pro Map captured, with over 70,500 sites mapped and organized into 100+ different types of location, AccessDPRK has sought to locate and describe every important military, economic, and cultural site within North Korea.

This latest release also gives me the opportunity to discuss in greater detail what the map contains as well as describe the improvements between this version and the 2021 version.


Without repeating the full backstory to AccessDPRK (which can be found throughout the blog), I began mapping the country in late 2012 as a hobby. Since then, it has ballooned into a methodical mapping project with this associated blog to share the various findings in detail. 

The AccessDPRK blog currently has 167 articles which would take up around 1,160 printed pages. I have also written for several other sites including NK News, Asia Times, and 38 North, and AccessDPRK discoveries have been reported on or cited by Radio Free Asia, Voice of America, DailyNK, UPI, Asahi Shimbun, Nikkei, The Atlantic, RAND Corp., and numerous others.

I've also been able to provide professional services to nearly a dozen of the top human rights, nonproliferation, and GIS organizations in the world.


Within the 2023 Pro Map update, more than 70,500 sites are included. This is a net increase of over 17,000 sites compared to the first free nationwide map that I made available back in 2017, when considering all the different changes that have occurred since.

With this update, I have tried to focus on mapping out changes specific to Kim Jong-un's rule as well as monitoring the evolving infrastructure changes due to COVID-19.

As with all my North Korea maps, the file is organized into four main divisions: monuments, military, domestic, and nationwide. The item counts that I've added further below gives even more details, but the general organization of the map is as follows.

The monuments folder is broken down by province and includes folders for Towers of Immortality and a folder for all other monuments. Many of the locations have notes on the type of monument they are (mural, statue, etc.) as well as dates for their construction.

The military folder is broken down by province and there is one for the DMZ. In total, there's over 40 subfolders for specific types of places like anti-aircraft artillery positions, navy bases, military storage sites, tunnels, etc. 

The domestic folder is broken down by province and also contains over 40 subfolders for specific types of places like dams, electrical substations, factories, markets, elite housing, schools, train stations, etc.

Both the military and domestic provincial folders also have an "uncategorized" subfolder that contains numerous other sites of interest that didn't warrant having their own dedicated folder (typically because there were just a handful of sites). And, most provinces also have at least one other folder that contains places unique to that province.

For the nationwide folder, that contains ten categories of places that I felt were better organized together instead of being spread out among each provincial folder. Nine categories would be considered "domestic" and one (the folder for ballistic missile bases) would normally be in the military folder.


Compared to the 2021 Pro Map, this update is only 9% larger; however, there were several thousand internal changes to existing sites along with the 9% of newly mapped ones. I go through some of those specific changes below.

Monuments


The 2023 Pro Map includes 711 additional monuments over the 2021 version. This is largely due to updated imagery compared to what was available at the end of 2020, when I was finalizing the 2021 map (released that January). But there are also examples of monuments being constructed throughout 2021-23 (and those construction dates are included). I was also able to remove a few monuments that had been demolished, and to move the position of the icon for several other monuments that were moved to new locations. 

Additionally, and this goes for the military and domestic sections as well, I tweaked the position of hundreds (if not more) of icons to address the "drift" that happens when Google Earth updates its imagery. The images are rarely laid along the precise same coordinates so, after a few years, the Google Earth icon's position may no longer exactly match the position of the object in the image - sometimes by as much as 10 meters. So, I tried to make as many of those corrections as possible.

In the process of updating the monuments folder, I noticed some clear construction trends and periods of greater building activity. I've already written two detailed reports (2019 and 2021) on the monuments in North Korea, but I may write one last one in the future that will discuss these observations in more detail.


Military


The 2023 Pro Map only has 233 net additional military locations compared to 2021, but there were quite a number of other changes to the folder.

For one, roughly 40 anti-aircraft artillery sites in the 2021 map were reanalyzed and determined to not be active sites, so they were recategorized as "decommissioned" and moved into that folder. 
Several new AAAs that were constructed recently are also now included, making this the most up-to-date map of North Korea's air defense network.

Surface-to-air missile bases, which had been included in the same folder as AAAs, were separated out into their own folder. The exact type of SAM (S-75, S-200 etc.) was also added to those sites as well as information on the nine suspected mock SAM installations.

I reviewed the DMZ to ensure I located every pertinent site, and I took the opportunity to redraw the various fences so that they match the terrain more closely. 

The Airport file now includes known civilian "aviation clubs" and also reflects the fact that several airports and airbases have been demolished in recent years.

Within the rest of the folder, I added radar system identifications to dozens of sites and reviewed and improved the classifications of sites within the "possible units", "compounds", and "factories" folders. I also added additional data to "military units" and "tunnels" when available. 

Domestic


The domestic section ended up with the largest number of additions by far with 12.5% more sites than in 2021.

This is in large part due to COVID infrastructure, but I was also able to pick up on a number of new constructions, located formerly unknown sites, and I also added the country's network of forest management centers (located within the farming/agriculture folder), and improved the disposition of Pyongyang's water supply system - that alone added nearly 100 extra sites.

As for COVID. I remapped the entire northern border and both coastlines as North Korea began to rebuild and install new electrified fences along those areas to seal the country off. The 2021 map had positively identified 1,693 km of coastal and border fence (excluding the DMZ). The 2023 update has identified 3,684 km of new and modernized fencing. 

Along with the fences, I estimate that North Korea constructed an additional 15,000 border guard posts. To keep myself from going crazy mapping each and every one of those, I have picked a representative sample by mapping random ones. Nonetheless, 4,575 guard posts and guard barracks are individually identified within the map.

Additions based on COVID infrastructure continue through the discovery of COVID isolation facilities built throughout the countryside (109 are presently located), and the discovery of an anti-pandemic barrier that's being built around Pyongyang. The barrier alone accounts for 320 new sites. 

Some of the other changes include 47 additional dams and weirs, 56 additional communication towers, 35 additional electrical substations, 26 newly identified marketplaces, 185 extra farming/agricultural facilities, 41 extra schools, 18 additional historic sites, 38 extra gas stations, and around a dozen newly identified prisons/detention centers. 

Among all of this, I also moved ~1,200 sites (of all types) out of the Pyongyang folders and into folders for North Hwanghae and South Pyongan provinces because Google Earth finally got around to correcting their borders. And, roughly 800 sites had additional information added to them such as construction dates, notes on renovations and major events, and relevant news links.


Notes: 

I want to add a few notes to help with context and prevent any confusion.

While most of the categories are indeed individual sites (there are 1,520 distinct electrical substations for example), some of the categories include not just the primary location but also sites within those places. A great example of this is that there are not 434 prisons in the country. There's 67 known, suspected, and former prisons that I was able to locate. And many of those prisons include detailed maps that also mark where the guard huts are, where prisoner housing is, and so on. So, one prison may be represented by 20+ items, and that's how I get to 434 total sites within the prison category.

The categories that have these more detailed folders are prisons, missile bases, some historic sites, several of the "elite compounds", and a few factories. Additionally, some of the "province only sites" include multiple sites per place. This is especially true in Pyongyang which has the most of these province-only sites. An example is the Ryongsong Residence, which located within the "province only" folder, but that one residence includes 47 detailed sites within its folder. So, while there are 1,043 markers within the whole "province only" category, they're only representing ~300 primary places as several of those primary places have numerous sites marked within.

Lastly, in some cases I did not try to map every single one of the sites within a category. There are notes in the respective folders saying this, but they are: irrigation pumping stations, water supply, factories, agricultural sites, internal security checkpoints, parks, and gates. I tried to map a majority of sites and all of the important ones with the exception of the water supply sites, agricultural sites, internal checkpoints, and gates. For those, I wanted to give a representative sample and to locate major places. I only marked gates in cases where a facility was large and the main entrance could be difficult to find, and in cases where the gate itself was interesting/large.


I would like to thank my current Patreon supporters who help make all of this possible: Alex Kleinman, Amanda Oh, Donald Pierce, Dylan D, Joe Bishop-Henchman, Jonathan J, Joel Parish, John Pike, Kbechs87, Russ Johnson, and Squadfan.

--Jacob Bogle, 10/28/2023

Sunday, March 28, 2021

What's Inside North Korea?


This is a breakdown of North Korea by the numbers based on the AccessDPRK 2021 Map, Pro Version. This is similar to the North Korea by the Numbers post I made for the 2017 map.

Since I want to give a full accounting of all of the different places that are in the country, I am basing this off of the Pro map, which has thousands more places than the free version


My interest in North Korea began in late 2012, then I found some older maps others had done and decided to make a truly comprehensive version, as all of the others were either severely lacking or only focused on one sector (like Planman's great work on air defense sites). I started the blog in 2013 and released an early version of the work in 2016. Then came the first "full" map in 2017 and finally the 2021 map, which will be the last comprehensive nationwide map of the country I plan to make. 

As all of my maps have been divided into monuments, military, and domestic sites, I'll give their overall numbers first.

The project has located 11,661 extant monuments in North Korea. There's 13,566 military sites (manned, unmanned, and former). And there's 39,407 domestic sites marked. This represents a 18.1% increase from the 2017 map; however, the military folder is actually over 41% larger than the 2017 military folder. That's 64,634 sites.


The provincial breakdown for the monuments is:


In 2019 I published an initial survey of the country's monuments. The total figures have grown slightly since then, but the article also talks about other monument-related things and is worth checking out.

Compared to 2017, thanks to improved imagery and new construction, there are 1,765 more monuments located. The Pro version also includes the dates many were constructed, and from that we can now know that at least 623 monuments, murals, and bronze statues have been installed under Kim Jong Un. 

There are also three sites in Pyongyang that are prepared for future statues, but the statues have not been erected yet. 


The military folder of the 2021 Pro Map is over 41% larger than the 2017 military folder. This isn't because I missed a bunch of places, but it's due to the fact that I wanted to give an even more granular look at the country's military, trends, and changes over time. This means I focused on mapping even former facilities, located the storage sites within military bases, paid special attention to locating tunnels and underground sites that may have been well hidden, and marked important bases (like missile sites) with greater detail. The change is also due to improvements in available imagery, making it possible to discover things that were previously too blurry to be identifiable. 

A few of the specific improved numbers are: 110 additional observation posts along the DMZ (at least 18 were built after 2015), 44 additional radar facilities, 67 more AAA sites (15 were built from 2015-2019), and over 400 additional verified military bases. Then there's the 126 hardened artillery sites that have been constructed since 2010. However, one of the largest increases comes from the storage facilities (stand-alone and within other bases) that I gave more attention to for 2021. The map includes 1,337 of them. That's a further 650 sites compared to 2017.

Since I have also tried to locate former artillery sites (so that other maps can be updated) and additional decommissioned bases to help researchers understand military infrastructure trends, I think it's important to say that of the 13,566 military-related sites, only about 900 (or 6.6%) are not part of the country's active defense. That means there's roughly 12,666 currently used sites (everything from missile bases to static, anti-invasion road blocks to tunnel groups and DMZ posts).


A notable change between 2017 and 2021 is the fact that there are 314 fewer propaganda signs marked. This is because many of them are simple wooden signs or chalk outlines on hillsides. Over time they fall down or are washed away. 

The demolition or other removal of sites, plus the fact that I did not include two 2017 categories (mountain peaks and Pyongyang bridges), means that the gross difference between the two maps is actually closer to 21-22%, and that the 2021 Pro map has ~11,600 entirely new places vs. 2017.

Some other changes worth noting is that there are 320 additional dams and hydroelectric sites marked, 71 additional markets, 371 more border posts (reflecting Kim Jong Un's efforts over the years to end defections), and there's the places that can only be found in the Pro Version. These include 149 gas stations (a growing trend in the country), the locations of 320 likely Railway Security Bureau facilities, and a national map of the country's lighthouses (some of which were only built in recent years).


Notes:

I want to add a few notes to help with context and prevent any confusion.

While most of the categories are indeed individual sites (there are 1,485 distinct electrical substations for example), some of the categories include not just the primary location but also sites within those places. A great example of this is that there are not 412 prisons in the country. There's 53 known, suspected, and former prisons that I was able to locate. And many of those prisons include detailed maps that also mark where the guard huts are, where prisoner housing is, and so on. So, one prison may be represented by 20+ items, and that's how I get to 412 total sites within the prison category.

The categories that have these more detailed folders are: prisons, missile bases, some historic sites, several of the "elite compounds", and a few factories. Additionally, some of the "province only sites" include multiple sites per place. This is especially true in Pyongyang which has the most of these province-only sites. An example is the Ryongsong Residence, which located within the "province only" folder, but that one residence includes 47 detailed sites within its folder. So, while there are 681 markers within the whole "province only" category, they're only representing around 275 primary places as several of those primary places have numerous sites marked within.

Lastly, in some cases I did not try to map every single one of the sites within a category. There are notes in the respective folders saying this, but they are: irrigation pumping stations, water supply, factories, agricultural sites, internal security checkpoints, parks, and gates. I tried to map a majority of sites and all of the important ones with the exception of the water supply sites, agricultural sites, internal checkpoints, and gates. For those, I wanted to give a representative sample and to locate major places. I only marked gates in cases where a facility was large and the main entrance could be difficult to find, and in cases where the gate itself was interesting/large.


I would like to thank my current Patreon supporters: Amanda O., GreatPoppo, Joel Parish, John Pike, Kbechs87, Planefag, and Russ Johnson.

--Jacob Bogle, 3/27/2021