antarctica

There are 3 repositories under antarctica topic.

• weiji14 / deepbedmap

  Going beyond BEDMAP2 using a super resolution deep neural network. Also a convenient flat file data repository for high resolution bed elevation datasets around Antarctica.

  super-resolutiondigital-elevation-modeldeep-neural-networkdata-scienceantarcticaflat-file-dbglaciologygenerative-adversarial-networkjupyter-notebookchainerremote-sensingoptunabedmappangeobinder
  Language:Jupyter Notebook 40
• polartoolkit

  mdtanker / polartoolkit

  Helpful tools for polar researchers

  antarcticabedmachinepygmtjupyter-notebookbedmapplottinggmtpythonprofiles
  Language:Python 29

• weiji14 / deepicedrain

  Mapping and monitoring deep subglacial water activity in Antarctica using remote sensing and machine learning, with ICESat-2!

  intakebinderpython3jupyter-labbig-dataantarcticaice-sheethdf5zarrpygmtdatashaderanalysis-ready-dataicesat-2open-science
  Language:Jupyter Notebook 28

• chingyaolai / Antarctic-fracture-detection

  fractureantarcticaneural-networkunet-image-segmentation
  Language:Jupyter Notebook 26

• apecs-org / Polar-EO-Database

  Polar Earth Observation Database of satellite sensors

  remote-sensingearth-observationsatellitedata-catalogantarcticaarctichigh-mountain-asiaopen-science
  Language:Python 21
• BedMachine

  chadagreene / BedMachine

  Matlab tools for loading, interpolating, and displaying BedMachine ice sheet topography.

  antarcticamatlabgreenlandbedmachinegeologyice-shelvesglaciologyglaciers
  Language:MATLAB 21
• Antarctic-Mapping-Tools

  chadagreene / Antarctic-Mapping-Tools

  Antarctic Mapping Tools for MATLAB functions for analyzing and mapping Antarctic geospatial datasets.

  antarcticaglaciersice-shelvesglaciologypolarmatlab
  Language:MATLAB 19
• ITS_LIVE

  chadagreene / ITS_LIVE

  Matlab utilities for loading, analyzing, and plotting ITS_LIVE ice velocity data.

  nasaits-liveitsliveglacierglaciersglaciologyantarcticagreenlandhmaalaskasvalbardarcticpatagoniavelocitymatlab
  Language:MATLAB 18

• jaws / jaws

  Justified Automated Weather Station (JAWS) Database Software

  nasanetcdfweather-stationgreenlandantarcticagcnetpromiceimauaaws
  Language:Python 18

• andrebelem / 3D-Antarctic-maps

  Crafting 3D maps of Antarctica with PyGMT and the new IBCSO V2 data

  3d-mappingantarcticapygmtibcso
  Language:Jupyter Notebook 14

• IACS-cryo / Delineation-WG

  Ice sheet and glacier boundaries and basins

  antarcticaglaciergreenlandice-sheet
  Language:TeX 9

• MareenLoesing / GHF-Antarctica-Bayesian

  Bayesian inversion for thermal parameters and calculation of geothermal heat flow

  inversioncurieantarcticatemperaturesdepths
  Language:Python 8

• mdtanker / RIS_basement_sediment

  Ross Ice Shelf basement depths and sediment thickness

  antarcticarossiceshelfwernerdeconvolutionantostratbasementmagneticsrosettaairbornegeophysicsgmtpygmtjupyter-notebook
  Language:Jupyter Notebook 8

• NASA-GISS / freshwater-forcing-workshop

  Discussions related to a virtual workshop focusing on Greenlandic and Antarctica freshwater.

  antarcticagreenlandicemodelobservationsocean
  8

• 7sDream / antarctica

  Anatarctica maps based on leaflet.js, proj4leaflet and images from GIBS of NASA.

  antarcticaleafletmapnasavuejs
  Language:JavaScript 7

• PolarGeospatialCenter / comnap-antarctic-facilities

  COMNAP Antarctic Facilities

  antarcticafacilitiesstationscampsgiscomnappgc
  7
• Antarctic-boundaries

  chadagreene / Antarctic-boundaries

  A complete MEaSUREs grounding line, coast line, and mask dataset from Mouginot et al.

  antarcticaglaciersice-shelvesmaskingmatlab
  Language:MATLAB 6

• chingyaolai / Fracture-detection

  Using neural network to detect fracture patterns, in collaboration with Harold Li, Pierre Gentine, and Jonathan Kingslake

  antarcticafracturecrevasseclimate-science
  Language:Jupyter Notebook 6

• weiji14 / agu2021

  Poster material for AGU Fall Meeting 2021 hybrid conference on 13-17 December 2021.

  antarcticaconference-postericesat-2pygmtsketchfab
  Language:Jupyter Notebook 6

• weiji14 / nz_space_challenge

  A prototype end-to-end deep learning solution to identify and traverse crevasses in Antarctica for safer navigation. Uses supervised classification and reinforcement learning.

  antarcticacrevasseremote-sensingsupervised-machine-learningjupyter-notebookbinderquiltreinforcement-learninga3cu-nettensorflowjs
  Language:Jupyter Notebook 6

• weiji14 / pyissm

  Experimental code on running the Ice Sheet System Model (ISSM) via Python instead of the default Matlab interface.

  antarcticaice-sheet-modelsissmpython
  Language:Python 5

• bradlipovsky / antarctic-rift-catalog

  Python codes to measure rifts using the ICESat-2 ATL06 data product. Assumes that the entire dataset is available locally.

  glaciologyicesat-2antarcticafracture-mechanicsice-shelvesice-shelf
  Language:Jupyter Notebook 4
• MODIS-MOA

  chadagreene / MODIS-MOA

  MODIS Mosaic of Antarctica

  modismodis-imagesmodis-datamoaantarcticaantarcticamt
  Language:MATLAB 4

• dgilford / gilford20_ligais

  Code supporting "Could the Last Interglacial Constrain Projections of Future Antarctic Ice Mass Loss and Sea-level Rise?" by Gilford et al. (2020, JGR-Earth Surface)

  climate-changesea-level-risepaleoclimateice-sheet-modelsantarcticalast-interglacialmachine-learningemulation
  Language:Jupyter Notebook 4

• EarthAndSpaceResearch / Becker_etal_2021_GRL_code

  Code used in the publication: "Buoyancy-driven flexure at the front of Ross Ice Shelf, Antarctica, observed with ICESat-2 laser altimetry"

  antarcticaross-ice-shelficesat-2iceshelframpart-moatbecker
  Language:HTML 4

• hollystill / LowCostGNSS

  :artificial_satellite: A low-cost, open-source GNSS positioning system for earth science.

  gnssgpslow-cost-sensoru-bloxantarcticaglaciology
  Language:C++ 4

• mmacferrin / antarctica_today_social

  Posting "Antarctica Today Surface Melt" updates to social media daily.

  antarcticaearth-observationearth-scienceglaciologymicrowave-remote-sensingremote-sensing
  Language:Python 4

• PolarGeospatialCenter / comnap-antarctic-vessels

  COMNAP Antarctic Vessels

  antarcticavesselsshipscomnappgc
  4

• SCAR / antarctic-r-packages

  A task view of R packages relevant to Antarctic and Southern Ocean science

  task-viewantarcticasouthern-oceanr
  4

• weiji14 / phdthesis

  The subglacial landscape and hydrology of Antarctica mapped from space

  phd-thesislatexbiberantarctica
  Language:TeX 4

• AustralianAntarcticDivision / rema.proc

  processing Antarctic Reference Elevation tiles (REMA) at various resolutions (8m, 100m, 200m)

  antarcticademelevationgdalgeospatialpolarrastertiling
  Language:R 3

• HannaMeyer / AntAir

  Scripts and functions for a monitoring of air temperature in Antarctica using MODIS data and machine learning

  modislstantarcticamonitoringsatellitemachinelearningclimate
  Language:R 3

• MareenLoesing / GHF-Antarctica-MachineLearning

  Gradient boosting regression algorithm for prediction of geothermal heat flow (in Antarctica)

  antarcticamachine-learninggradient-boostingheat-flow
  Language:Python 3

• peterkuma / clouds-ross-sea-2018

  Code and data for the paper "An analysis of the cloud environment over the Ross Sea and Ross Ice Shelf using CloudSat/CALIPSO satellites: The importance of Synoptic Forcing"

  atmospheric-scienceopen-datasatellite-dataantarcticaearth-observationearth-science
  Language:Python 3

• weiji14 / nzasc2021

  Poster presented at the New Zealand Antarctic Science Conference 2021 in Christchurch on 10 February 2021.

  betterposterpygmtantarcticaicesat-2conference-poster
  Language:Jupyter Notebook 3

• geo-smart / deepicedrainpipe

  Machine Learning data pipeline and Jupyter Book for the DeepIceDrain project

  antarcticaicesat-2machine-learningopen-sciencesubglacial-hydrologyjupyter-book
  Language:Jupyter Notebook 2