Hey gang,

TL;DR: I am doing preliminary work on importing GNS and MapMappers roads into 
OSM. I will eventually need help. Someone who is intimately familiar with 
Somalian geography would be helpful right away.

Last night I did some initial research towards importing data into OSM to 
improve our coverage in Somalia. I looked at three datasources:

* UNHCR refugee locations
* NGA GNS points of interest
* MapMappers transport and hydrology layers

(1) The UNHCR refugee location data is sadly unexciting. It's a KML file that 
consists mostly of UNHCR assets in Kenya and Ethiopia, with fewer than a couple 
dozen refugee locations, half of which are from 2007 or even earlier. None of 
the data is actually in Somalia. I don't see a reason not to import it, but it 
doesn't feel very high priority.

(2) The NGA GNS data consists of 6,700 populated places, 4,200 assorted 
localities, 4,600 terrain features, 8,700 hydrographic features (including 
3,300 wadis), and 450 other points of interest. Somalia is one of the few 
places where I would seriously consider attempting this kind of import, because 
of the sparsity of the data. I expect to import only a fraction of the feature 
classes.

Unfortunately, GNS imports have fallen out of favor in OSM, and all the code I 
can find to work with them is old and does very little for actually 
transforming the feature types into meaningful OSM tags. I haven't been able to 
find a good crosswalk between OSM tags and GNS feature codes, so I tried to do 
some statistical analysis of the distribution of OSM tags and previously 
imported GNS features in OSM but didn't come up with much. There are only 112 
feature codes used by GNS in Somalia, so I'll probably just break down and do 
the crosswalk by hand.

  http://iconocla.st/hot/so/dsgfreq.txt

My plan for GNS is to do automated imports only of PoIs that are further than 
100m from anything currently in the database. The remainder I plan to split up 
into separate files (per Kate's recommendation) and import manually using JOSM.

(3) The MadMappers road data appears to mostly have been traced from imagery 
from 2008 and a bit before. Here are the sources:

  SOURCE (String) = 200k topo maps (note: I think these are Russian - SDE)
  SOURCE2 (String) = Formosat January 2008
  SOURCE2 (String) = Landsat ETM+
  SOURCE2 (String) = Tracklog

The feature types are interesting:

  fin_type (String) = Geological Trace/Track
  fin_type (String) = Major road
  fin_type (String) = Road
  fin_type (String) = Streets
  fin_type (String) = Track/Trail

This Geological Trace/Track layer is curious, because it appears to contain a 
ton of straight  lines that run at right angles through the middle of the 
desert:

  http://iconocla.st/hot/so/madmappers1.png (QGIS screenshot; the green lines 
are existing OSM roads)

HELP: I'd like someone who actually knows something about the Somalian outback 
to reality-check us on this. I can see some of the depicted lines in the Bing 
imagery -- what the heck are they? They appear man-made. Are they actual roads 
(or trails)? Should we include them? Or should I just leave them out, to be on 
the safe side?

We also get paving type:

  SURFACE (String) = Loose
  SURFACE (String) = Paved

This is good, because there seem to be whole provinces in Somalia without a 
major paved road.

We get some naming data, but not a ton.

Again, per Kate's suggestion, I'd like to generate the .osm files and then 
parcel them out to volunteers for manual conflation, to avoid stomping on the 
work that's already there. If you look at the respective datasets for 
Mogadishu, you can see that both are woefully incomplete for a city of 2 
million people, but the overlap isn't complete, so there's useful work to be 
done manually:

  http://iconocla.st/hot/so/madmappers2.png

Fortunately, the Bing imagery is *really* good there. So there's that.

I strongly welcome any constructive advice that anyone has to offer. Otherwise, 
I'll let you know when I've got the data carved up and ready for people to look 
at. I'm hoping it'll be sometime over the coming weekend.

SDE


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