Mark Litwintschik marklit

## datasets.json
//  spacex.capsules.parquet, 25
[
  {
    "__v": 0,
    "_id": "5e9e2c5bf35918ed873b2664",
    "land_landings": 0,
    "last_update": "Hanging in atrium at SpaceX HQ in Hawthorne ",
    "launches": "[NULL]",
    "reuse_count": 0,
    "serial": "C101",

## embeddings.md

      
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                marklit
                / embeddings.md
            
            
              Last active
              September 27, 2025 06:53
            
              
                Embeddings
              
          
    $ python3 -m venv ~/.embeddings
$ source ~/.embeddings/bin/activate
$ pip install -U \
    sentence-transformers \
    pandas \
    umap-learn


## lod.md

      
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                marklit
                / lod.md
            
            
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              September 6, 2025 08:47
            
              
                GBA LOD 763M buildings
              
          
    Download https://gist.github.com/marklit/237bec7b8a82e1290e2f481c8adda611 to manifest.lod.txt.
for LINE in `cat manifest.lod.txt`; do
    GEOJSON=`echo "$LINE" | grep -o 'files=.*' | sed 's/files=//g'`
    ZIPFILE="$GEOJSON.zip"
    if [ ! -f $ZIPFILE ]; then
        echo $LINE
        wget -c -O $GEOJSON "$LINE"
        zip -9 "$ZIPFILE" "$GEOJSON"

  
## manifest.height.txt
https://dataserv.ub.tum.de/s/m1782307/download?path=%2FHeight%2Fafrica&files=e000_n10_e005_n05.zip
https://dataserv.ub.tum.de/s/m1782307/download?path=%2FHeight%2Fafrica&files=e000_n15_e005_n10.zip
https://dataserv.ub.tum.de/s/m1782307/download?path=%2FHeight%2Fafrica&files=e000_n20_e005_n15.zip
https://dataserv.ub.tum.de/s/m1782307/download?path=%2FHeight%2Fafrica&files=e000_n25_e005_n20.zip
https://dataserv.ub.tum.de/s/m1782307/download?path=%2FHeight%2Fafrica&files=e000_n30_e005_n25.zip
https://dataserv.ub.tum.de/s/m1782307/download?path=%2FHeight%2Fafrica&files=e000_n35_e005_n30.zip
https://dataserv.ub.tum.de/s/m1782307/download?path=%2FHeight%2Fafrica&files=e000_n40_e005_n35.zip
https://dataserv.ub.tum.de/s/m1782307/download?path=%2FHeight%2Fafrica&files=e005_n00_e010_s05.zip
https://dataserv.ub.tum.de/s/m1782307/download?path=%2FHeight%2Fafrica&files=e005_n05_e010_n00.zip
https://dataserv.ub.tum.de/s/m1782307/download?path=%2FHeight%2Fafrica&files=e005_n10_e010_n05.zip

## manifest.lod.txt
https://dataserv.ub.tum.de/s/m1782307/download?path=%2FLoD1%2Fafrica&files=e000_n10_e005_n05.geojson
https://dataserv.ub.tum.de/s/m1782307/download?path=%2FLoD1%2Fafrica&files=e000_n15_e005_n10.geojson
https://dataserv.ub.tum.de/s/m1782307/download?path=%2FLoD1%2Fafrica&files=e000_n20_e005_n15.geojson
https://dataserv.ub.tum.de/s/m1782307/download?path=%2FLoD1%2Fafrica&files=e000_n25_e005_n20.geojson
https://dataserv.ub.tum.de/s/m1782307/download?path=%2FLoD1%2Fafrica&files=e000_n30_e005_n25.geojson
https://dataserv.ub.tum.de/s/m1782307/download?path=%2FLoD1%2Fafrica&files=e000_n35_e005_n30.geojson
https://dataserv.ub.tum.de/s/m1782307/download?path=%2FLoD1%2Fafrica&files=e000_n40_e005_n35.geojson
https://dataserv.ub.tum.de/s/m1782307/download?path=%2FLoD1%2Fafrica&files=e005_n00_e010_s05.geojson
https://dataserv.ub.tum.de/s/m1782307/download?path=%2FLoD1%2Fafrica&files=e005_n05_e010_n00.geojson
https://dataserv.ub.tum.de/s/m1782307/download?path=%2FLoD1%2Fafrica&files=e005_n10_e010_n05.geojson

## HIFLD.md

      
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                marklit
                / HIFLD.md
            
            
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              August 28, 2025 13:32
            
              
                HIFLD
              
          
    Download

$ wget -O seerai-hifld-archive.xml \
    https://storage.googleapis.com/seerai-hifld-archive/

$ python3 -m venv ~/.xml
$ source ~/.xml/bin/activate
$ python3 -m pip install python-xml2dict
$ python3

  
## README.md

      
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                marklit
                / README.md
            
            
              Last active
              March 13, 2025 03:21
            
              
                Satellogic's Open Satellite Feed
              
          
    Satellogic's Open Satellite Feed

https://registry.opendata.aws/satellogic-earthview/
Footprints Heatmap

$ aws --no-sign-request \
      --output json \
      s3api \

  
## troubleshooting.md

      
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                marklit
                / troubleshooting.md
            
            
              Created
              March 10, 2025 07:44
            
              
                Wyvern STAC unavilable
              
          
    $ curl -A'curl' -L ipinfo.io
{
  "ip": "40.177.26.232",
  "hostname": "ec2-40-177-26-232.ca-west-1.compute.amazonaws.com",
  "city": "Calgary",
  "region": "Alberta",

  
## L0s.txt
"Baotou/0392e349-af81-4b9f-90ca-283070dc4dbb/SL-newsat43-20240601T064039074787Z-micro-L0/SL-newsat43-20240601T064039074787Z-micro-L0-v0.1.8_analytic.tiff"
"Baotou/0392e349-af81-4b9f-90ca-283070dc4dbb/SL-newsat43-20240601T064039074787Z-micro-L0/SL-newsat43-20240601T064039088932Z-micro-L0-v0.1.8_analytic.tiff"
"Baotou/0392e349-af81-4b9f-90ca-283070dc4dbb/SL-newsat43-20240601T064039074787Z-micro-L0/SL-newsat43-20240601T064039201597Z-micro-L0-v0.1.8_analytic.tiff"
"Baotou/0392e349-af81-4b9f-90ca-283070dc4dbb/SL-newsat43-20240601T064039074787Z-micro-L0/SL-newsat43-20240601T064039215742Z-micro-L0-v0.1.8_analytic.tiff"
"Baotou/0392e349-af81-4b9f-90ca-283070dc4dbb/SL-newsat43-20240601T064039074787Z-micro-L0/SL-newsat43-20240601T064039328461Z-micro-L0-v0.1.8_analytic.tiff"
"Baotou/0392e349-af81-4b9f-90ca-283070dc4dbb/SL-newsat43-20240601T064039074787Z-micro-L0/SL-newsat43-20240601T064039342606Z-micro-L0-v0.1.8_analytic.tiff"
"Baotou/0392e349-af81-4b9f-90ca-283070dc4dbb/SL-newsat43-20240601T064039074787Z-micro-L0/SL-ne

## passenger_counts.csv

          
            ABE
            CLT
            49130

            
              ABE
              DTW
              31350

            
              ABE
              MYR
              7670

            
              ABE
              PHL
              34670

            
              ABE
              PIE
              24270

            
              ABX
              SYD
              225400

            
              ABZ
              BHX
              125060

            
              ABZ
              DUB
              47295

            
              ABZ
              KOI
              49091

            
              ABZ
              LCY
              63163
	// spacex.capsules.parquet, 25
	[
	{
	"__v": 0,
	"_id": "5e9e2c5bf35918ed873b2664",
	"land_landings": 0,
	"last_update": "Hanging in atrium at SpaceX HQ in Hawthorne ",
	"launches": "[NULL]",
	"reuse_count": 0,
	"serial": "C101",
	https://dataserv.ub.tum.de/s/m1782307/download?path=%2FHeight%2Fafrica&files=e000_n10_e005_n05.zip
	https://dataserv.ub.tum.de/s/m1782307/download?path=%2FHeight%2Fafrica&files=e000_n15_e005_n10.zip
	https://dataserv.ub.tum.de/s/m1782307/download?path=%2FHeight%2Fafrica&files=e000_n20_e005_n15.zip
	https://dataserv.ub.tum.de/s/m1782307/download?path=%2FHeight%2Fafrica&files=e000_n25_e005_n20.zip
	https://dataserv.ub.tum.de/s/m1782307/download?path=%2FHeight%2Fafrica&files=e000_n30_e005_n25.zip
	https://dataserv.ub.tum.de/s/m1782307/download?path=%2FHeight%2Fafrica&files=e000_n35_e005_n30.zip
	https://dataserv.ub.tum.de/s/m1782307/download?path=%2FHeight%2Fafrica&files=e000_n40_e005_n35.zip
	https://dataserv.ub.tum.de/s/m1782307/download?path=%2FHeight%2Fafrica&files=e005_n00_e010_s05.zip
	https://dataserv.ub.tum.de/s/m1782307/download?path=%2FHeight%2Fafrica&files=e005_n05_e010_n00.zip
	https://dataserv.ub.tum.de/s/m1782307/download?path=%2FHeight%2Fafrica&files=e005_n10_e010_n05.zip
	"Baotou/0392e349-af81-4b9f-90ca-283070dc4dbb/SL-newsat43-20240601T064039074787Z-micro-L0/SL-newsat43-20240601T064039074787Z-micro-L0-v0.1.8_analytic.tiff"
	"Baotou/0392e349-af81-4b9f-90ca-283070dc4dbb/SL-newsat43-20240601T064039074787Z-micro-L0/SL-newsat43-20240601T064039088932Z-micro-L0-v0.1.8_analytic.tiff"
	"Baotou/0392e349-af81-4b9f-90ca-283070dc4dbb/SL-newsat43-20240601T064039074787Z-micro-L0/SL-newsat43-20240601T064039201597Z-micro-L0-v0.1.8_analytic.tiff"
	"Baotou/0392e349-af81-4b9f-90ca-283070dc4dbb/SL-newsat43-20240601T064039074787Z-micro-L0/SL-newsat43-20240601T064039215742Z-micro-L0-v0.1.8_analytic.tiff"
	"Baotou/0392e349-af81-4b9f-90ca-283070dc4dbb/SL-newsat43-20240601T064039074787Z-micro-L0/SL-newsat43-20240601T064039328461Z-micro-L0-v0.1.8_analytic.tiff"
	"Baotou/0392e349-af81-4b9f-90ca-283070dc4dbb/SL-newsat43-20240601T064039074787Z-micro-L0/SL-newsat43-20240601T064039342606Z-micro-L0-v0.1.8_analytic.tiff"
	"Baotou/0392e349-af81-4b9f-90ca-283070dc4dbb/SL-newsat43-20240601T064039074787Z-micro-L0/SL-ne
ABE	CLT	49130
ABE	DTW	31350
ABE	MYR	7670
ABE	PHL	34670
ABE	PIE	24270
ABX	SYD	225400
ABZ	BHX	125060
ABZ	DUB	47295
ABZ	KOI	49091
ABZ	LCY	63163