LinMing
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metadata
language: pt
widget:
  - text: >-
      Poised for launch in mid-2021, the joint NASA-USGS Landsat 9 mission will
      continue this important data record. In many respects Landsat 9 is a clone
      of Landsat-8. The Operational Land Imager-2 (OLI-2) is largely identical
      to Landsat 8 OLI, providing calibrated imagery covering the solar
      reflected wavelengths. The Thermal Infrared Sensor-2 (TIRS-2) improves
      upon Landsat 8 TIRS, addressing known issues including stray light
      incursion and a malfunction of the instrument scene select mirror. In
      addition, Landsat 9 adds redundancy to TIRS-2, thus upgrading the
      instrument to a 5-year design life commensurate with other elements of the
      mission. Initial performance testing of OLI-2 and TIRS-2 indicate that the
      instruments are of excellent quality and expected to match or improve on
      Landsat 8 data quality. 
    example_title: example 1
  - text: >-
      Compared to its predecessor, Jason-3, the two AMR-C radiometer instruments
      have an external calibration system which enables higher radiometric
      stability accomplished by moving the secondary mirror between well-defined
      targets. Sentinel-6 allows continuing the study of the ocean circulation,
      climate change, and sea-level rise for at least another decade. Besides
      the external calibration for the AMR heritage radiometer (18.7, 23.8, and
      34 GHz channels), the AMR-C contains a high-resolution microwave
      radiometer (HRMR) with radiometer channels at 90, 130, and 168 GHz. This
      subsystem allows for a factor of 5× higher spatial resolution at coastal
      transitions. This article presents a brief description of the instrument
      and the measured performance of the completed AMR-C-A and AMR-C-B
      instruments.
    example_title: example 2
  - text: >-
      Landsat 9 will continue the Landsat data record into its fifth decade with
      a near-copy build of Landsat 8 with launch scheduled for December 2020.
      The two instruments on Landsat 9 are Thermal Infrared Sensor-2 (TIRS-2)
      and Operational Land Imager-2 (OLI-2).
    example_title: example 3
inference:
  parameters:
    aggregation_strategy: first

satellite-instrument-bert-NER

For details, please visit the GitHub link.

Citation

Our paper has been published in the International Journal of Digital Earth :

@article{lin2022satellite,
  title={Satellite and instrument entity recognition using a pre-trained language model with distant supervision},
  author={Lin, Ming and Jin, Meng and Liu, Yufu and Bai, Yuqi},
  journal={International Journal of Digital Earth},
  volume={15},
  number={1},
  pages={1290--1304},
  year={2022},
  publisher={Taylor \& Francis}
}