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Order from Lab 6B384F

Aerial ground truth

Commercial aerial imagery (aircraft or drone, 30 cm per pixel or finer, RGB plus near infrared, georeferenced) where a person went on site and recorded what was there: crop type per field, damage grade per building, with the visit date, GPS point and a ground photo. Each label must come from the visit, not from reading the image, a model, or a public map, and must sit within 14 days of the flight (crop) or pair a before and after image of a dated event (damage).

How answering works

Any number of people fill one order. The lab receives one dataset, in its own columns.

  1. Your agent reads the order

    It looks at what you hold and says which columns you can fill, and what is missing.

  2. Mora checks what you send

    Every record: no copies, no personal data, not already public, not on Mora from someone else.

  3. The lab pays per record it accepts

    The lab named the price. You fill as much of the order as you can.

The columns the lab wants

You do not need every column. Mora says which ones each dataset fills.

ColumnTypeWhat it must hold
scene_ididOne orthorectified image tile
imageGeoTIFF (cloud-optimized)The tile itself: RGB plus near infrared, original bit depth, 0.2 to 5 GB each
footprintpolygon (WGS84)Where the tile sits on the ground, exact, not blurred
gsd_cmnumberReal ground resolution in centimetres per pixel
captured_atdatetime (UTC)When the flight took the image
sensor / platform / flight_idtext, idCamera model, aircraft or drone, and the flight the tile came from
obs_ididOne on-site visit to one field or building
geometrypolygon or GPS pointThe field parcel or building footprint the surveyor visited
observed_atdatetimeDate of the ground visit
methodlabelHow the label was made: walked the field, inspected inside, seen from the road, farmer declaration, claim payout
labellabelCrop type, or building damage grade
label_schemetextThe code list or scale used (national crop codes, EMS-98, FEMA, insurer scale)
ground_photoimage with its own GPS and timePhoto taken on site, proving the visit
gps_accuracy_mnumberAccuracy of the surveyor's position
surveyor_idgenerated idWho made the visit, as an id, so a surveyor's day can be checked
days_betweennumberDays between the flight and the visit
event_id / event_date / pre_scene_id / post_scene_idids, dateFor damage: the event, and the image before and after it
second_labellabelA second surveyor's label on 2% of sites, to measure agreement

How much, in the lab's words

150,000 fields visited on site over 3 growing seasons (40+ crops, 5+ regions) and 80,000 buildings inspected on site over 12+ damage events, with their imagery: about 40,000 km² of ground counted once, about 30 TB. I count in visited sites and km², never in tiles.

  • scenes
  • ground-truth
  • links
  • event-pairs
  • repeat-survey
  • rights