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  • — 2 —

    I

    T

    DataONE

    DPlan

    Collect

    http://www.dataone.org

  • — 3 —

    Analyze

    Plan

    Data

    data storage

    http://https://dmp.cdlib.org/http://https://dmp.cdlib.org/http://www.dataone.org/sites/all/documents/L03_DataManagementPlanning.pptxhttp://www.dataone.org/sites/all/documents/L03_DataManagementPlanning.pptxhttp://dmp.cdlib.org/http://dmp.cdlib.org/http:///www.dataone.org/best-practices/plan-data-management-early-your-projecthttp://www.dataone.org/best-practices/define-roles-and-assign-responsibilities-data-managementhttp://www.dataone.org/best-practices/provide-budget-information-your-data-management-planhttp://www.dataone.org/best-practices/recognize-stakeholders-data-ownershiphttp://www.dataone.org/best-practices/define-expected-data-outcomes-and-typeshttp://www.dataone.org/best-practices/define-data-modelhttp://www.dataone.org/best-practices/create-manage-and-document-your-data-storage-systemhttp://www.dataone.org/best-practices/document-your-data-organization-strategyhttp://www.dataone.org/best-practices/revisit-data-management-plan-throughout-project-life-cycle

  • — 4 —

    Nature’s Notebook

    http://en.wikipedia.org/wiki/Institutional_review_boardhttp://en.wikipedia.org/wiki/Institutional_review_boardhttp://www.iacuc.orghttp://www.iacuc.orghttp://www.usanpn.org/termshttp://www.archives.gov/federal-register/laws/paperwork-reduction/3501.htmlhttp://www.dataone.org/content/define-data-model

  • — 5 —

    Collect

    consistent codes

    codesconsistent data typing

    any

    http://www.budburst.orghttp://www.greatsunflower.orghttp://www.greatsunflower.orghttp://www.dataone.org/sites/all/documents/L04_DataEntryManipulation.pptxhttp://www.dataone.org/content/use-consistent-codeshttp://www.dataone.org/content/describe-formats-date-and-timehttp://www.dataone.org/content/describe-format-spatial-locationhttp://www.dataone.org/content/describe-units-measurement-each-observationhttp://www.dataone.org/content/define-parametershttp://www.dataone.org/content/identify-values-are-estimatedhttp://www.dataone.org/content/identify-missing-values-and-define-missing-value-codeshttp://www.dataone.org/content/maintain-consistent-data-typinghttp://www.dataone.org/content/provide-capabilities-tagging-and-annotation-your-data-communityhttp://www.dataone.org/content/separate-data-values-annotationshttp://www.dataone.org/content/plan-effective-multimedia-managementhttp://www.ebird.org

  • — 6 —

    are

    Nature’s Notebook.

    Assure

    codes

    data entry

    http://www.dataone.org/sites/all/documents/L05_DataQualityControlAssurance.pptxhttp://www.dataone.org/best-practices/develop-quality-assurance-and-quality-control-planhttp://www.dataone.org/best-practices/communicate-data-qualityhttp://www.dataone.org/best-practices/mark-data-quality-control-flagshttp://www.dataone.org/best-practices/identify-values-are-estimatedhttp://www.dataone.org/best-practices/identify-missing-values-and-define-missing-value-codeshttp://www.dataone.org/best-practices/ensure-basic-quality-controlhttp://www.dataone.org/best-practices/double-check-data-you-enter

  • — 7 —

    Why

    Who

    http://www.usanpn.org/results/reportshttp://www.butterfliesandmoths.org/http://www.butterfliesandmoths.org/http://rs.tdwg.org/dwc/

  • — 8 —

    What

    data processing procedures

    – using standard

    When

    Where

    Describe

    derived data productssteps in data processing

    data set

    http://technet.microsoft.com/en-us/library/bb895267.aspxhttp://www.dataone.org/sites/all/documents/L07_Metadata.pptxhttp://www.dataone.org/sites/all/documents/L08_WriteQualityMetadata.pptxhttp://www.dataone.org/content/describe-overall-organization-your-datasethttp://www.dataone.org/content/identify-and-use-relevant-metadata-standardshttp://www.dataone.org/content/describe-contents-data-fileshttp://www.dataone.org/content/describe-method-create-derived-data-productshttp://www.dataone.org/content/document-steps-used-data-processinghttp://www.dataone.org/content/describe-measurement-techniqueshttp://www.dataone.org/content/describe-formats-date-and-timehttp://www.dataone.org/content/assign-descriptive-file-nameshttp://www.dataone.org/content/document-taxonomic-informationhttp://www.dataone.org/content/describe-temporal-extent-and-resolution-your-datasethttp://www.dataone.org/best-practices/store-data-appropriate-precisionhttp://www.dataone.org/software-tools/metavisthttp://www.dataone.org/software-tools/mercury-metadata-editorhttp://knb.ecoinformatics.org/morphoportal.jsp

  • — —

    How

    gauges used by the

    EXIF

    http://www.cocorahs.orghttp://www.cocorahs.orghttp://en.wikipedia.org/wiki/Exif/http://www.dataone.org/best-practices/plan-effective-multimedia-managementhttp://www.dataone.org/best-practices/plan-effective-multimedia-managementhttp://www.ftc.gov/foia/privacy_act.shtmhttp://www.hhs.gov/ohrp/index.htmlhttp://www.hhs.gov/ohrp/index.htmlhttp://www.irbservices.com/irbservices/Why_IRBS.html

  • — —

    support

    addressed;

    and

    Preserve

    http://repository.unm.edu/http://daac.ornl.gov/http://www.avianknowledge.net/content/http://www.avianknowledge.net/content/http://www.gbif.org/http://www.gbif.org/http://datadryad.org/http://www.data.govhttp://www.dataone.org/sites/all/documents/L06_DataProtectionBackups.pptxhttp://www.dataone.org/content/document-and-store-data-using-stable-file-formatshttp://www.dataone.org/content/ensure-integrity-and-accessibility-when-making-backups-datahttp://www.dataone.org/content/backup-your-datahttp://www.dataone.org/content/create-and-document-data-backup-policyhttp://www.dataone.org/best-practices/identify-suitable-repositories-datahttp://www.dataone.org/content/ensure-reliability-your-storage-mediahttp://www.dataone.org/content/decide-what-data-preservehttp://www.dataone.org/best-practices/identify-data-long-term-valuehttp://www.dataone.org/content/ensure-fexible-data-services-virtual-datasetshttp://www.dataone.org/best-practices/preserve-information-keep-your-raw-data-rawhttp://www.dataone.org/content/provide-version-information-use-and-discoveryhttp://www.dataone.org/content/create-manage-and-document-your-data-storage-systemhttp://www.dataone.org/content/identify-data-sensitivity

  • — 11 —

    research data repositories

    -sciences

    researchers

    http://cn-orc-1.dataone.org/onemercury/

  • — 12 —

    the

    Discover

    http://www.avianknowledge.net/content/features/archive/eBird_Refhttp://www.citizenscience.orghttp://www.usanpn.org/resultshttp://www.usanpn.org/resultshttp://knb.ecoinformatics.org/http://www.dataone.org/sites/all/documents/L02_DataSharing.pptxhttp://www.dataone.org/best-practices/choose-and-use-standard-terminology-enable-discoveryhttp://www.dataone.org/best-practices/check-data-and-other-outputs-print-and-web-accessibilityhttp://www.dataone.org/best-practices/advertise-your-data-using-datacasting-tools

  • — 13 —

    Integrate

    steps used in data processing

    http://www.dataone.org/sites/all/documents/L10_AnalysisWorkflows.pptxhttp://www.dataone.org/best-practices/consider-compatibility-data-you-are-integratinghttp://www.dataone.org/best-practices/document-integration-multiple-datasetshttp://www.dataone.org/best-practices/document-steps-used-data-processinghttp://www.dataone.org/best-practices/understand-geospatial-parameters-multiple-data-sources

  • — 14 —

    http://www-958.ibm.com/software/analytics/manyeyes/http://geoserver.org/display/GEOS/Welcomehttp://www.mbr-pwrc.usgs.gov/software.html#ahttp://www.mbr-pwrc.usgs.gov/software.html#ahttp://www.r-project.org/http://keplergo.arc.nasa.gov/DataAnalysis.shtmlhttp://www.taverna.org.uk/http://pegasus.isi.edu/http://www.openoffice.orghttp://www.google.com/fusiontables/Home/

  • — 15 —

    A

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