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https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/ http://schema.org/dateCreated 2022-09-02 19:02:01.731061+00:00 https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/ http://schema.org/dateModified 2024-03-05 12:18:33.627372+00:00 https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/ http://schema.org/datePublished 2022-09-02 19:02:01.731061+00:00 https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/ http://schema.org/description This talk is part of the Pangeo Show & Tell series and was given on September 1st 2022 by Felix Cremer. Bio Felix Cremer received his diploma in mathematics from the University of Leipzig in 2014. In 2016 he started his PhD study on time series analysis of hypertemporal Sentinel-1 radar data. He currently works at the Max-Planck-Institute for Biogeochemistry on the development of the JuliaDataCubes ecosystem in the scope of the NFDI4Earth 5 project. Abstract The Earth Data Lab (EDL) is a data cube framework in Julia for the efficient handling of raster data. It is based on the YAXArrays.jl package. YAXArrays.jl provides functionality to deal with labelled arrays, similar to the xarray python package and it also provides efficient and easy multithreading and distributed computation of user defined functions along arbitrary slices of the data. EarthDataLab.jl uses DiskArrays.jl in the backend to deal with out of memory datasets. 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"Handling large geo data with Julia." ROHub. 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https://w3id.org/ro-id/enrichment/fe90bd02-35b1-48aa-b17e-86de1c1183ed https://w3id.org/ro/terms/earth-science#score 6.8 https://youtu.be/18_e8wmI9Os http://schema.org/author mailto:pangeo.europe@gmail.com https://youtu.be/18_e8wmI9Os http://schema.org/contentUrl https://youtu.be/18_e8wmI9Os https://youtu.be/18_e8wmI9Os http://schema.org/creator mailto:pangeo.europe@gmail.com https://youtu.be/18_e8wmI9Os http://schema.org/dateCreated 2022-09-02 19:13:04.311770+00:00 https://youtu.be/18_e8wmI9Os http://schema.org/dateModified 2022-10-05 11:05:08.693363+00:00 https://youtu.be/18_e8wmI9Os http://schema.org/description This is the recorded talk from Felix Cremer during the Pangeo Show & Tell in September 1st, 2022. Felix is going through his Julia Notebook and explain us about handling large geo data with Julia. https://youtu.be/18_e8wmI9Os http://schema.org/license https://choosealicense.com/no-permission/ https://youtu.be/18_e8wmI9Os http://schema.org/name Youtube video "Handling large geo data with julia by Felix Cremer." https://youtu.be/18_e8wmI9Os http://schema.org/sdDatePublished 2022-09-02 19:13:04.311770+00:00 https://youtu.be/18_e8wmI9Os http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Resource https://youtu.be/18_e8wmI9Os http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/MediaObject https://youtu.be/18_e8wmI9Os http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/VideoObject mailto:fcremer@bgc-jena.mpg.de http://schema.org/affiliation Max-Planck-Institute (Germany) mailto:fcremer@bgc-jena.mpg.de http://schema.org/email fcremer@bgc-jena.mpg.de mailto:fcremer@bgc-jena.mpg.de http://schema.org/name Felix Cremer mailto:fcremer@bgc-jena.mpg.de http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://xmlns.com/foaf/0.1/Agent mailto:pangeo.europe@gmail.com http://schema.org/email pangeo.europe@gmail.com mailto:pangeo.europe@gmail.com http://schema.org/name Pangeo Europe mailto:pangeo.europe@gmail.com http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://xmlns.com/foaf/0.1/Agent https://w3id.org/np/RAI-oUBNagy360gVrlRD12FZCBjHGiF-TeBnty4HJhlAs/provenance https://w3id.org/np/RAI-oUBNagy360gVrlRD12FZCBjHGiF-TeBnty4HJhlAs/assertion http://www.w3.org/ns/prov#wasDerivedFrom https://api.rohub.org/api/ros/77a61d94-3318-4d33-a3c0-4730e7026fdb/crate/download/ro-crate-metadata.json https://w3id.org/np/RAI-oUBNagy360gVrlRD12FZCBjHGiF-TeBnty4HJhlAs/pubinfo https://w3id.org/np/RAI-oUBNagy360gVrlRD12FZCBjHGiF-TeBnty4HJhlAs http://purl.org/dc/terms/created 2026-03-03T15:22:40.389+01:00 https://w3id.org/np/RAI-oUBNagy360gVrlRD12FZCBjHGiF-TeBnty4HJhlAs http://purl.org/dc/terms/creator https://w3id.org/kpxl/gen/terms/RoCrateBot https://w3id.org/np/RAI-oUBNagy360gVrlRD12FZCBjHGiF-TeBnty4HJhlAs http://purl.org/nanopub/x/introduces https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/ https://w3id.org/np/RAI-oUBNagy360gVrlRD12FZCBjHGiF-TeBnty4HJhlAs http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/nanopub/x/RoCrateNanopub https://w3id.org/np/RAI-oUBNagy360gVrlRD12FZCBjHGiF-TeBnty4HJhlAs http://www.w3.org/2000/01/rdf-schema#label Handling large geo data with Julia - snapshot https://w3id.org/np/RAI-oUBNagy360gVrlRD12FZCBjHGiF-TeBnty4HJhlAs/sig http://purl.org/nanopub/x/hasAlgorithm RSA https://w3id.org/np/RAI-oUBNagy360gVrlRD12FZCBjHGiF-TeBnty4HJhlAs/sig http://purl.org/nanopub/x/hasPublicKey MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAxszSDYX5tuCSkP7UiCtftYPFNQVTjgNu0I5fwdML2DLRDlp0xzmsQXRk8oHuvwGvG1aMjj6cpUqO+0rz2Sg/wvHOgUpkRH8VJXvmlkhafMLCMtUtk5JIx7e+fkzCby+fnmD7kMkGLrT+OaExWwEDmNlCAt0TPKcHSdwsjso2isXjtAsGevyCMke8ufnFYpjs746JES1eNzVnHnn2Kp/lqcm60GM+J8dLgRZp7fX0anW098xhKym6+xXFzqeju0vYRIHBPerv+r7skWxwk+a7Sd8msqVeYEv6NTqnyWvyWb6Yh8cvj04N6qm/T6C5FUPLQhzSaQgMVMU6yLqjPuu9DwIDAQAB https://w3id.org/np/RAI-oUBNagy360gVrlRD12FZCBjHGiF-TeBnty4HJhlAs/sig http://purl.org/nanopub/x/hasSignature p7+/JetPaC5vEs3gEqhj4Lbg/7HxgazbpVHbnDMpXWtSAvecZMjHYclXm/L2dt55idHyBkt3P6y38TMBlKOgAPi+nt4elsKgtCtADj7dGr/Xe7bIE47JCeCOS9F9HDWabFqaiBnY7CJRkFGOu6+tbjkFGkYBSgeLSAxG6rDMu8sZHL3Sqx3hgOhBuOa2IPBXM9SuMlpIbm+TCJfdSUCfcuZ5cttQxBhF8zQSs4pWh3mcatKEtYV0ZKG+/SRWPImxPCyI/Im9TAIpah+9+9b0qDb8N79juwejt//yTbO3vT9VcDveSfacALTW80MiBkhHz0yg8VOm+GWfl4tb+lfx/g== https://w3id.org/np/RAI-oUBNagy360gVrlRD12FZCBjHGiF-TeBnty4HJhlAs/sig http://purl.org/nanopub/x/hasSignatureTarget https://w3id.org/np/RAI-oUBNagy360gVrlRD12FZCBjHGiF-TeBnty4HJhlAs https://w3id.org/np/RAI-oUBNagy360gVrlRD12FZCBjHGiF-TeBnty4HJhlAs/sig http://purl.org/nanopub/x/signedBy https://w3id.org/kpxl/gen/terms/RoCrateBot