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2026 극지 빅데이터-인공지능 활용 경진대회

KPDC, Korea Polar Data Center

Korea Polar Data Center

Scientific observations and results from Antarctica shallbe exchanged and made freely available

Recent Data

  1. Multi-temporal UAV orthomosaics of an Adélie penguin colony at Cape Hallett, Ross Sea, Antarctica (2018–2025)

    1) Dataset Title Multi-temporal UAV orthomosaics of an Adélie penguin colony at Cape Hallett, Ross Sea, Antarctica (2018–2025) 2) Purpose of Data Acquisition To establish a spatially co-registered multi-year UAV orthomosaic time series for long-term ecological monitoring of the Adélie penguin (Pygoscelis adeliae) breeding colony at Cape Hallett, Antarctic Specially Protected Area No. 106 (ASPA No. 106), Ross Sea, Antarctica. Because no real-time kinematic (RTK) ground control network is available at the site, absolute positional offsets of several metres accumulate between survey years. The dataset was therefore designed to achieve relative spatial consistency across the time series by co-registering all annual orthomosaics to a common 2018 master reference through an automated image-to-image registration workflow. 3) Brief Description Six austral-summer UAV campaigns (2018, 2021, 2022, 2023, 2024, 2025) acquired a total of 4,471 nadir RGB images over the Cape Hallett Adélie penguin colony (72°19'S, 170°13'E).The 2018 campaign, conducted with a DJI Matrice 600 hexacopter and a Canon EOS 5DS DSLR camera (GSD 0.72 cm/pix), serves as the master reference orthomosaic. Orthomosaics from the five subsequent campaigns (2021–2025), acquired with DJI consumer-grade quadcopters (Mavic 2 Pro, 2 Enterprise Advanced, 3 Pro, 4 Pro), were co-registered to the 2018 master using an automated pipeline combining deep learning-based (LightGlue + SuperPoint) and classical (SIFT, ORB) feature matching with four candidate geometric transformation models (translation, similarity, affine, second-order polynomial). Independent tie-point validation yielded median post-warp residuals of 2.02–2.38 m across all campaigns. 4) The deposit contains: (1) the 2018 master orthomosaic, (2) five pre-registration slave orthomosaics, (3) 20 co-registered orthomosaics (5 years ×4 models), (4) Agisoft Metashape photogrammetric survey reports (PDF) for each campaign, (5) 47 surveyed rock markers as shapefile and CSV, (6) independent post-warp residual measurements (20 CSV files), and (7) adopted co-registration model metadata (JSON) per slave year. All spatial data are in WGS 84 / UTM zone 59S (EPSG:32759). 5) Keywords UAV, orthomosaic, Adélie penguin, Cape Hallett, Ross Sea, Antarctica, image co-registration, time series, Structure-from-Motion, LightGlue, SuperPoint, ASPA 106, colony monitoring 6) Spatial Extent 72°19'S,170°13'E(Cape Hallett, northern Victoria Land, Ross Sea, Antarctica) Bounding box (EPSG:32759): Easting 472,940–474,305 m, Northing 1,974,587–1,975,656 m 7) Temporal Extent 2018-11-25, 2021-11-21, 2022-11-20, 2023-11-26, 2024-11-21, 2025-11-21 8) Data Formats GeoTIFF (orthomosaics), PDF (photogrammetry reports), Shapefile (reference markers), CSV (residual statistics, marker coordinates), JSON (adopted model metadata)

  2. Multibeam data of Southern Ocean, ANA16C

    Obtained multibeam data for seafloor mapping during transit from Antarctica to New Zealand.

  3. (Dataset) Grain Size Distribution and Clay Mineralogy of Core Sediments from the Chukchi-East Siberian Margin: Implications for Ice-Sheet Expansion during the Last Two Pleistocene Glacial Periods

    This is the dataset for sediment core ARA14C-ST12, collected from the Chukchi Basin. This dataset is provided in an Excel file with four sheets includes the following information: 1. XRF-CS results 2. Bulk XRD results 3. Clay XRD results 4. End-member modeling results

Popular Data

  1. New Catalogue of Thwaites Glacier Subglacial Lakes and Their Activity Revealed by CryoSat-2 Altimetry

    This dataset presents a new catalogue of active subglacial lakes beneath Thwaites Glacier, West Antarctica, identified using CryoSat-2 satellite radar altimetry. It details the boundaries, areas, and elevation changes of each lake, complete with 95% confidence intervals. The dataset also contains estimates of ice speed changes in the TG's grounding zone. For citation purposes, refer to the article by B-H Kim, C-K Lee*, K-W Seo, W S Lee, and J-W Park, 'New Catalogue of Thwaites Glacier Subglacial Lakes and Their Activity Revealed by CryoSat-2 Altimetry,' currently under revision for the Journal of Geophysical Research: Earth Surface. For more information, Dr. Choon-Ki Lee can be contacted at cklee@kopri.re.kr.

  2. Denoised Seismic Section for the Southwestern Continental Slope of the Chukchi Plateau in the Arctic Ocean

    Seismic surveys were conducted over the southwestern continental slope of the Chukchi Rise, where physical gas hydrate samples have been recovered, and over adjacent seamount structures. The objective was to characterize the subsurface geological structures and to confirm the distribution of gas hydrates in the study area. To enable reliable interpretation of the seismic sections, data processing included noise attenuation and trace balancing. Strong vertical noise generated during ice-breaking operations and ice-avoidance maneuvering was suppressed. In addition, balancing procedures were applied to reduce interpretation uncertainty caused by lateral discontinuities and amplitude variations along the profiles.

  3. GNSSS data of King Sejong Station, 2025

    This dataset consists of high-precision GNSS observation data collected from January to May 2025 at King Sejong Station, King George Island, Antarctica. The data can be used for monitoring crustal movements, surface stability, and glacial displacement in polar geophysical research.

King Sejong Station more infomation

Barton Peninsula, King George Island, Antarctica
  • 2026-05-28 14:44 (UTC)
  • 08:51
  • 14:53
  • -1.2 ℃
  • 95 %
  • 1014 hPa
  • 4.8 m/s, NNW

Jang Bogo Station more infomation

Terra Nova Bay, Northern Victoria Land, Antarctica
  • 2026-05-28 14:46 (UTC)
  • --:--
  • --:--
  • -23.7 ℃
  • 68 %
  • 977 hPa
  • 1.9 m/s, NW

Dasan Station more infomation

NyÅlesund, Norway, Europe
  • 2026-05-28 14:03 (UTC)
  • --:--
  • --:--
  • 1.1 ℃
  • 59 %
  • 1015 hPa
  • 5.8 m/s, E

IBRV ARAON Route

  • 2026-05-28 13:00 (UTC)
  • 05:17
  • 19:35
  • 21.8 ℃
  • 71 %
  • 500 hPa
  • 0.0 m/s, ESE

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