SlideShare una empresa de Scribd logo
1 de 70
Technical session II
Day 1

Publishing HKH Biodiversity
Data Globally


Deependra Tandukar, Suman Jaiswal, Bandana Shakya
23-24 August 2012


International Centre for Integrated Mountain Development
Kathmandu, Nepal
Outline
 • Using HKH-BIF
 • Processes for publishing the data
   –   Preparing the data
   –   Uploading data
   –   Filling Metadata
   –   Mapping
   –   Publishing
Platform


 Data
                                 HKH-BIF     GBIF



        • for easy and efficient access
          and sharing of regional
          biodiversity information
        • provisions for partners to
          publish and share their data
        • for collaborative work e.g. data
          paper publication
Processes for publishing data

 • Prepare your data
     – Data resource
     – Templates
     – Processing with spreadsheet processor
 •   Upload your data
 •   Fill in metadata
 •   Map the fields with Darwin core
 •   Publish
     – Make it public
Step 1
Data Preparation
Step 1: Data preparation
Data resource

       Data
     resource         =           Dataset               +     Metadata
                           Collection of data records       Information about
                                                            the dataset




                            Occurrence data             +      Metadata
                                  Checklist             +      Metadata
Step 1: Data preparation
Templates
  • Standardized templates (based on Darwin core)
  • Glossary (location, scientific name, family, etc.)
Step 1: Data preparation
Template types
  • Metadata
  • Occurrence data
  • Checklists
      – Checklist 1
      – Checklist 2
      – Checklist 3
                           Download from:
                           http://tools.gbif.org/spreadsheet-processor
Step 1: Data preparation
Templates: Metadata
  • Readme sheet



                           Readme sheet gives the
                           general instruction on
                           what and how to fill the
                           metadata sheet
Step 1: Data preparation
Templates: Metadata
  • Metadata sheet         Metadata sheet has number of
                           fields for information to feed in,
                           and some of the fields marked by
                           * are mandatory
Step 1: Data preparation
Templates: Occurrence
  • Readme sheet                This sheet is used to record species
  • Metadata sheet              occurrence data and is suitable for
                                recording basic natural history
  • Occurrence sheet
                                collections specimen records or species
                                observations.




   45 fields/columns in total
Step 1: Data preparation
Templates: Checklist1
  • Readme sheet           This sheet is used to record the species
  • Metadata sheet         lists where you are not sure of higher
  • Classification sheet   classification
Step 1: Data preparation
Templates: Checklist2
  • Readme sheet
                           This sheet is used to record the species
  • Metadata sheet         lists where you are not limited to strict
  • Classification sheet   Linnaean classification
Step 1: Data preparation
Templates: Checklist3
  • Readme sheet           This template is used to record species
  • Metadata sheet         checklists in a simple columnar format that stores
                           the basic taxonomic data in the columns
  • Classification sheet
                           (Kingdom, Phylum, Subphylum, Class, Order,
                           Family, Genus, Species, etc.).
Step 1: Data preparation
Hands-on session
  • Use checklist 3 for data preparation
  • Enter mandatory fields in metadata
  • Fill in classification sheet
Step 1: Data preparation
Metadata
  • Enter fields in metadata
Step 1: Data preparation
Checklist data fields
  • Classification field




   Kingdom           Animalia
   Phylum            Vertebrata
   Class             Amphibia
   Order             Anura
   Family            Ranidae
   Genus             Amolops
   Scientific name   Amolops ricketti
   Countries         China
Step 1: Data preparation
Process the template




                           Spreadsheet
                            processor




                                         Archive file
Step 1: Data preparation
Process the template
  • Go to spreadsheet processor
     (http://tools.gbif.org/spreadsheet-processor/)
Step 1: Data preparation
Process checklist template
  • Click on ‘Choose File’ and select your prepared
    checklist template, it gets uploaded
  • Click on ‘Process File’
Step 1: Data preparation
Process checklist template
  •   Download the processed archive by clicking on ‘Click to Download
      Archive’
  •   Save on your desktop (filename will be something like 503117a7e582a.zip>
Step 2
Upload your data
Step 2: Upload your data
Go to HKH-BIF
  • http://192.168.10.19/hkh-bif
  • Enter your username and password
  • Click on ‘login’
Step 2: Upload your data
Create New Resource
 • Click on ‘Manage Resources’
 • Give a short name for your data/resource
 • Click on ‘Choose file’ and select the ‘Archive’ that was
   downloaded earlier
 • Press on ‘Create’
Step 2: Upload your data
New resource created




                           4
Step 2: Upload your data
Source data
Step 2: Upload your data
Source data
Step 3
Metadata
Step 3: Metadata
Over view page
Step 3: Metadata
Basic metadata
Step 3: Metadata
Geographic coverage
 • Geographic area covered by the resource
Step 3: Metadata
Taxonomic coverage

 • Information about one of more groups of taxa covered
   by the resource
Step 3: Metadata
Keywords

 • One or more sets of keywords about the resource.
Step 3: Metadata
Associated parties

 • Information about one or more people or
   organizations associated with the resource those not
   already covered on the Basic Metadata page
Step 3: Metadata
Project data

 • Information about a project under which the data in
   the resource were produced/generated
Step 3: Metadata
Sampling methods

 • Information about sampling methods in general, and
   about specific sampling steps
Step 3: Metadata
Citations

 • Information about how to cite the resource as well as
   a bibliography of citations related to the data set, such
   as publications that were used in or resulted from the
   production of the data
Step 3: Metadata
Collection data

 • Information about the physical natural history collection
   associated with the resource (if any) as well as lists of
   types objects in the collection, called Curatorial Units
Step 3: Metadata
External links

 • Links to the home page for the resource, links to the
   resource in alternate forms (database, spreadsheets, etc.)
Step 3: Metadata
Additional metadata

 • Extra information e.g. logo, copyright information, etc.
Step 4
Mapping
Step 4: Mapping
Mapping
Step 4: Mapping
Mapping




                        Source data fields
    Darwin core terms
Step 5
Publishing
Step 5: Publishing your data
Publish
Step 5: Publishing your data
Publish
  • Click on publish to publish your data




     • generates a new dwca.zip file containing:
     • RTF file (draft of data paper)
     • eml.xml file describing the metadata of this resource
     • meta.xml file describing the mappings of DwC terms and
       source data columns
     • Source data file
Step 5: Publishing your data
Visible
  • Make it public for sharing
Step 5: Publishing your data
Visibility
Step 5: Publishing your data
Visibility
Technical session II
Day 2 (Hands-on)




Publishing
non-template data
Xls to csv format

  • Open your excel file




  • Save as ‘comma delimited csv’ format in your desktop, give
    a name ‘my_first_data’
Go to HKH-BIF

 • http://192.168.10.19:8080/hkh-bif
 • Enter your username and password
 • Click on ‘login’
Create New Resource

 • Click on ‘Manage Resources’
 • Give a short name for your data/resource
 • Press on ‘Create’




    my_first_data
Create new resource

 • Click on ‘choose file’ under source file and select your .csv file
Create new resource
New resource
Mapping
Mapping

 • Select ‘Darwin Core Mappings’ type from the drop down – in
   our case it is ‘Darwin Core Taxon’
 • Then click on ‘Add’
Mapping

 • Auto mapped 1 column
Mapping

 • At the bottom of the page, a list of the unmapped fields are
   displayed
Mapping

       • Let’s start mapping now
       • Auto mapped Kingdom = Kingdom
       • Map ScientificName = Sname, class = C according to our data




                                        Source data fields
Darwin core terms
Filter




         Exclude the records that do not
         match the criteria using filter
Mapping

 • Once all the known fields are mapped, click on save button
• On the top of the page, click on ‘back to resource over view page’
Metadata

 • Now enter the metadata
Metadata
Publish

 • Click on publish to publish your data
Make it visible

 • Make it public for sharing
Useful resources
•   Getting Started: Overview of Data Publishing through GBIF network
    http://links.gbif.org/getting_started_publishing_en_v1
•   Integrated Publishing Toolkit
    http://links.gbif.org/ipt_user_manual
•   GBIF Spreadsheet Templates User Guide
    http://links.gbif.org/dwca_spreadsheet_processor_guide
•   GBIF Metadata Profile How-To Guide
    http://links.gbif.org/gbif_metadata_profile_how-to_en_v1
•   GBIF Metadata Profile Reference Guide
    http://links.gbif.org/gbif_metadata_profile_guide_en_v1
•   Darwin Core Archive How-to Guide
    http://links.gbif.org/gbif_dwc-a_how_to_guide_en_v1
•   Publishing and Registering Your Data with GBIF
    http://links.gbif.org/dwc-a_publishing_guide_en_v1
•   Spreadsheet Processor and Excel Temp
    http://tools.gbif.org/spreadsheet-processor/
•   Darwin Core Terms
    http://code.google.com/p/darwincore/
•   IPT Download link
    http://code.google.com/p/gbif-providertoolkit/
Thank you

Más contenido relacionado

La actualidad más candente

A basic course on Research data management, part 1: what and why
A basic course on Research data management, part 1: what and whyA basic course on Research data management, part 1: what and why
A basic course on Research data management, part 1: what and whyLeon Osinski
 
Managing Your Research Data
Managing Your Research DataManaging Your Research Data
Managing Your Research DataKristin Briney
 
A basic course on Research data management, part 4: caring for your data, or ...
A basic course on Research data management, part 4: caring for your data, or ...A basic course on Research data management, part 4: caring for your data, or ...
A basic course on Research data management, part 4: caring for your data, or ...Leon Osinski
 
DataONE Education Module 01: Why Data Management?
DataONE Education Module 01: Why Data Management?DataONE Education Module 01: Why Data Management?
DataONE Education Module 01: Why Data Management?DataONE
 
DataONE Education Module 07: Metadata
DataONE Education Module 07: MetadataDataONE Education Module 07: Metadata
DataONE Education Module 07: MetadataDataONE
 
Research data management: course 0HV90, Behavioral Research Methods
Research data management: course 0HV90, Behavioral Research MethodsResearch data management: course 0HV90, Behavioral Research Methods
Research data management: course 0HV90, Behavioral Research MethodsLeon Osinski
 
Research Data Management and Sharing for the Social Sciences and Humanities
Research Data Management and Sharing for the Social Sciences and HumanitiesResearch Data Management and Sharing for the Social Sciences and Humanities
Research Data Management and Sharing for the Social Sciences and HumanitiesRebekah Cummings
 
What funders want you to do with your data
What funders want you to do with your dataWhat funders want you to do with your data
What funders want you to do with your dataLeon Osinski
 
Data Archiving and Processing
Data Archiving and ProcessingData Archiving and Processing
Data Archiving and ProcessingCRRC-Armenia
 
Data management (1)
Data management (1)Data management (1)
Data management (1)SM Lalon
 
Research Data Management for SOE
Research Data Management for SOEResearch Data Management for SOE
Research Data Management for SOELynda Kellam
 
Fsci 2018 thursday2_august_am6
Fsci 2018 thursday2_august_am6Fsci 2018 thursday2_august_am6
Fsci 2018 thursday2_august_am6ARDC
 
dkNET-NURSA Challenge Kick-Off Webinar 04/27/2017
dkNET-NURSA Challenge Kick-Off Webinar 04/27/2017dkNET-NURSA Challenge Kick-Off Webinar 04/27/2017
dkNET-NURSA Challenge Kick-Off Webinar 04/27/2017dkNET
 
Data Management for Undergraduate Researchers (updated - 02/2016)
Data Management for Undergraduate Researchers (updated - 02/2016)Data Management for Undergraduate Researchers (updated - 02/2016)
Data Management for Undergraduate Researchers (updated - 02/2016)Rebekah Cummings
 
DataONE Education Module 02: Data Sharing
DataONE Education Module 02: Data SharingDataONE Education Module 02: Data Sharing
DataONE Education Module 02: Data SharingDataONE
 
bioCADDIE Webinar: The NIDDK Information Network (dkNET) - A Community Resear...
bioCADDIE Webinar: The NIDDK Information Network (dkNET) - A Community Resear...bioCADDIE Webinar: The NIDDK Information Network (dkNET) - A Community Resear...
bioCADDIE Webinar: The NIDDK Information Network (dkNET) - A Community Resear...dkNET
 
FSCI Data Discovery
FSCI Data DiscoveryFSCI Data Discovery
FSCI Data DiscoveryARDC
 

La actualidad más candente (20)

A basic course on Research data management, part 1: what and why
A basic course on Research data management, part 1: what and whyA basic course on Research data management, part 1: what and why
A basic course on Research data management, part 1: what and why
 
Managing Your Research Data
Managing Your Research DataManaging Your Research Data
Managing Your Research Data
 
A basic course on Research data management, part 4: caring for your data, or ...
A basic course on Research data management, part 4: caring for your data, or ...A basic course on Research data management, part 4: caring for your data, or ...
A basic course on Research data management, part 4: caring for your data, or ...
 
DataONE Education Module 01: Why Data Management?
DataONE Education Module 01: Why Data Management?DataONE Education Module 01: Why Data Management?
DataONE Education Module 01: Why Data Management?
 
DataONE Education Module 07: Metadata
DataONE Education Module 07: MetadataDataONE Education Module 07: Metadata
DataONE Education Module 07: Metadata
 
Research data management: course 0HV90, Behavioral Research Methods
Research data management: course 0HV90, Behavioral Research MethodsResearch data management: course 0HV90, Behavioral Research Methods
Research data management: course 0HV90, Behavioral Research Methods
 
Research Data Management and Sharing for the Social Sciences and Humanities
Research Data Management and Sharing for the Social Sciences and HumanitiesResearch Data Management and Sharing for the Social Sciences and Humanities
Research Data Management and Sharing for the Social Sciences and Humanities
 
What funders want you to do with your data
What funders want you to do with your dataWhat funders want you to do with your data
What funders want you to do with your data
 
Data Archiving and Processing
Data Archiving and ProcessingData Archiving and Processing
Data Archiving and Processing
 
Data management (1)
Data management (1)Data management (1)
Data management (1)
 
Data hv seminar_thadthong_v05_slshr
Data hv seminar_thadthong_v05_slshrData hv seminar_thadthong_v05_slshr
Data hv seminar_thadthong_v05_slshr
 
Research Data Management for SOE
Research Data Management for SOEResearch Data Management for SOE
Research Data Management for SOE
 
Fsci 2018 thursday2_august_am6
Fsci 2018 thursday2_august_am6Fsci 2018 thursday2_august_am6
Fsci 2018 thursday2_august_am6
 
dkNET-NURSA Challenge Kick-Off Webinar 04/27/2017
dkNET-NURSA Challenge Kick-Off Webinar 04/27/2017dkNET-NURSA Challenge Kick-Off Webinar 04/27/2017
dkNET-NURSA Challenge Kick-Off Webinar 04/27/2017
 
Data Management for Undergraduate Researchers (updated - 02/2016)
Data Management for Undergraduate Researchers (updated - 02/2016)Data Management for Undergraduate Researchers (updated - 02/2016)
Data Management for Undergraduate Researchers (updated - 02/2016)
 
Introduction to open-data
Introduction to open-dataIntroduction to open-data
Introduction to open-data
 
DataONE Education Module 02: Data Sharing
DataONE Education Module 02: Data SharingDataONE Education Module 02: Data Sharing
DataONE Education Module 02: Data Sharing
 
Introduction to Research Data Management - 2015-02-09 - MPLS Division, Univer...
Introduction to Research Data Management - 2015-02-09 - MPLS Division, Univer...Introduction to Research Data Management - 2015-02-09 - MPLS Division, Univer...
Introduction to Research Data Management - 2015-02-09 - MPLS Division, Univer...
 
bioCADDIE Webinar: The NIDDK Information Network (dkNET) - A Community Resear...
bioCADDIE Webinar: The NIDDK Information Network (dkNET) - A Community Resear...bioCADDIE Webinar: The NIDDK Information Network (dkNET) - A Community Resear...
bioCADDIE Webinar: The NIDDK Information Network (dkNET) - A Community Resear...
 
FSCI Data Discovery
FSCI Data DiscoveryFSCI Data Discovery
FSCI Data Discovery
 

Destacado

ICIMOD KM for CCA
ICIMOD KM for CCAICIMOD KM for CCA
ICIMOD KM for CCAICIMOD
 
KPL inception workshop
KPL inception workshopKPL inception workshop
KPL inception workshopICIMOD
 
Knowledge Management and Communication
Knowledge Management and CommunicationKnowledge Management and Communication
Knowledge Management and CommunicationICIMOD
 
HKH BIF: Publishing HKH Biodiversity Data Globally
HKH BIF: Publishing HKH Biodiversity Data GloballyHKH BIF: Publishing HKH Biodiversity Data Globally
HKH BIF: Publishing HKH Biodiversity Data GloballyICIMOD
 
Walking in the Cloud: A New Paradigm in Geospatial World
Walking in the Cloud: A New Paradigm in Geospatial WorldWalking in the Cloud: A New Paradigm in Geospatial World
Walking in the Cloud: A New Paradigm in Geospatial WorldICIMOD
 
From the Trenches to Traction: How Unit 8200 is Transforming Israel's Tech Scene
From the Trenches to Traction: How Unit 8200 is Transforming Israel's Tech SceneFrom the Trenches to Traction: How Unit 8200 is Transforming Israel's Tech Scene
From the Trenches to Traction: How Unit 8200 is Transforming Israel's Tech SceneOurCrowd
 

Destacado (6)

ICIMOD KM for CCA
ICIMOD KM for CCAICIMOD KM for CCA
ICIMOD KM for CCA
 
KPL inception workshop
KPL inception workshopKPL inception workshop
KPL inception workshop
 
Knowledge Management and Communication
Knowledge Management and CommunicationKnowledge Management and Communication
Knowledge Management and Communication
 
HKH BIF: Publishing HKH Biodiversity Data Globally
HKH BIF: Publishing HKH Biodiversity Data GloballyHKH BIF: Publishing HKH Biodiversity Data Globally
HKH BIF: Publishing HKH Biodiversity Data Globally
 
Walking in the Cloud: A New Paradigm in Geospatial World
Walking in the Cloud: A New Paradigm in Geospatial WorldWalking in the Cloud: A New Paradigm in Geospatial World
Walking in the Cloud: A New Paradigm in Geospatial World
 
From the Trenches to Traction: How Unit 8200 is Transforming Israel's Tech Scene
From the Trenches to Traction: How Unit 8200 is Transforming Israel's Tech SceneFrom the Trenches to Traction: How Unit 8200 is Transforming Israel's Tech Scene
From the Trenches to Traction: How Unit 8200 is Transforming Israel's Tech Scene
 

Similar a Publishing hkh biodiversity data globally technical session ii

Documentation and Metdata - VA DM Bootcamp
Documentation and Metdata - VA DM BootcampDocumentation and Metdata - VA DM Bootcamp
Documentation and Metdata - VA DM BootcampSherry Lake
 
Bren - UCSB - Spooky spreadsheets
Bren - UCSB - Spooky spreadsheetsBren - UCSB - Spooky spreadsheets
Bren - UCSB - Spooky spreadsheetsCarly Strasser
 
Data Stewardship for SPATIAL/IsoCamp 2014
Data Stewardship for SPATIAL/IsoCamp 2014Data Stewardship for SPATIAL/IsoCamp 2014
Data Stewardship for SPATIAL/IsoCamp 2014Carly Strasser
 
Coping with Data for WHOI JP Students
Coping with Data for WHOI JP StudentsCoping with Data for WHOI JP Students
Coping with Data for WHOI JP StudentsCarly Strasser
 
Data Matters for AGU Early Career Conference
Data Matters for AGU Early Career ConferenceData Matters for AGU Early Career Conference
Data Matters for AGU Early Career ConferenceCarly Strasser
 
2013 02 data portal science group update -v smith
2013 02 data portal science group update -v smith2013 02 data portal science group update -v smith
2013 02 data portal science group update -v smithVince Smith
 
HKU Data Curation MLIM7350 Class 9
HKU Data Curation MLIM7350 Class 9 HKU Data Curation MLIM7350 Class 9
HKU Data Curation MLIM7350 Class 9 Scott Edmunds
 
Data Archiving and Sharing
Data Archiving and SharingData Archiving and Sharing
Data Archiving and SharingC. Tobin Magle
 
Bioinformatics__Lecture_1.ppt
Bioinformatics__Lecture_1.pptBioinformatics__Lecture_1.ppt
Bioinformatics__Lecture_1.pptsirwansleman
 
Data Management for Undergraduate Researchers
Data Management for Undergraduate ResearchersData Management for Undergraduate Researchers
Data Management for Undergraduate ResearchersRebekah Cummings
 
Preparing your data for sharing and publishing
Preparing your data for sharing and publishingPreparing your data for sharing and publishing
Preparing your data for sharing and publishingVarsha Khodiyar
 
Royal society of chemistry activities to develop a data repository for chemis...
Royal society of chemistry activities to develop a data repository for chemis...Royal society of chemistry activities to develop a data repository for chemis...
Royal society of chemistry activities to develop a data repository for chemis...Ken Karapetyan
 
Emerging domain agnostic functionalities on the handle-centered networks
Emerging domain agnostic functionalities on the handle-centered networksEmerging domain agnostic functionalities on the handle-centered networks
Emerging domain agnostic functionalities on the handle-centered networksNational Institute of Informatics
 
Preventing data loss
Preventing data lossPreventing data loss
Preventing data lossIUPUI
 
Data Management Lab: Session 2 slides
Data Management Lab: Session 2 slidesData Management Lab: Session 2 slides
Data Management Lab: Session 2 slidesIUPUI
 
Laurie Goodman at NDIC: Big Data Publishing, Handling & Reuse
Laurie Goodman at NDIC: Big Data Publishing, Handling & ReuseLaurie Goodman at NDIC: Big Data Publishing, Handling & Reuse
Laurie Goodman at NDIC: Big Data Publishing, Handling & ReuseGigaScience, BGI Hong Kong
 
Planning for Research Data Management: 26th January 2016
Planning for Research Data Management: 26th January 2016Planning for Research Data Management: 26th January 2016
Planning for Research Data Management: 26th January 2016IzzyChad
 

Similar a Publishing hkh biodiversity data globally technical session ii (20)

Documentation and Metdata - VA DM Bootcamp
Documentation and Metdata - VA DM BootcampDocumentation and Metdata - VA DM Bootcamp
Documentation and Metdata - VA DM Bootcamp
 
Bren - UCSB - Spooky spreadsheets
Bren - UCSB - Spooky spreadsheetsBren - UCSB - Spooky spreadsheets
Bren - UCSB - Spooky spreadsheets
 
Data Stewardship for SPATIAL/IsoCamp 2014
Data Stewardship for SPATIAL/IsoCamp 2014Data Stewardship for SPATIAL/IsoCamp 2014
Data Stewardship for SPATIAL/IsoCamp 2014
 
Coping with Data for WHOI JP Students
Coping with Data for WHOI JP StudentsCoping with Data for WHOI JP Students
Coping with Data for WHOI JP Students
 
Data Matters for AGU Early Career Conference
Data Matters for AGU Early Career ConferenceData Matters for AGU Early Career Conference
Data Matters for AGU Early Career Conference
 
2013 02 data portal science group update -v smith
2013 02 data portal science group update -v smith2013 02 data portal science group update -v smith
2013 02 data portal science group update -v smith
 
HKU Data Curation MLIM7350 Class 9
HKU Data Curation MLIM7350 Class 9 HKU Data Curation MLIM7350 Class 9
HKU Data Curation MLIM7350 Class 9
 
Data Archiving and Sharing
Data Archiving and SharingData Archiving and Sharing
Data Archiving and Sharing
 
Bioinformatics__Lecture_1.ppt
Bioinformatics__Lecture_1.pptBioinformatics__Lecture_1.ppt
Bioinformatics__Lecture_1.ppt
 
Data Management for Undergraduate Researchers
Data Management for Undergraduate ResearchersData Management for Undergraduate Researchers
Data Management for Undergraduate Researchers
 
Preparing your data for sharing and publishing
Preparing your data for sharing and publishingPreparing your data for sharing and publishing
Preparing your data for sharing and publishing
 
Royal society of chemistry activities to develop a data repository for chemis...
Royal society of chemistry activities to develop a data repository for chemis...Royal society of chemistry activities to develop a data repository for chemis...
Royal society of chemistry activities to develop a data repository for chemis...
 
Royal society of chemistry activities to develop a data repository for chemis...
Royal society of chemistry activities to develop a data repository for chemis...Royal society of chemistry activities to develop a data repository for chemis...
Royal society of chemistry activities to develop a data repository for chemis...
 
BEXIS2 Workshop - Part2
BEXIS2 Workshop - Part2BEXIS2 Workshop - Part2
BEXIS2 Workshop - Part2
 
Unit 3 part i Data mining
Unit 3 part i Data miningUnit 3 part i Data mining
Unit 3 part i Data mining
 
Emerging domain agnostic functionalities on the handle-centered networks
Emerging domain agnostic functionalities on the handle-centered networksEmerging domain agnostic functionalities on the handle-centered networks
Emerging domain agnostic functionalities on the handle-centered networks
 
Preventing data loss
Preventing data lossPreventing data loss
Preventing data loss
 
Data Management Lab: Session 2 slides
Data Management Lab: Session 2 slidesData Management Lab: Session 2 slides
Data Management Lab: Session 2 slides
 
Laurie Goodman at NDIC: Big Data Publishing, Handling & Reuse
Laurie Goodman at NDIC: Big Data Publishing, Handling & ReuseLaurie Goodman at NDIC: Big Data Publishing, Handling & Reuse
Laurie Goodman at NDIC: Big Data Publishing, Handling & Reuse
 
Planning for Research Data Management: 26th January 2016
Planning for Research Data Management: 26th January 2016Planning for Research Data Management: 26th January 2016
Planning for Research Data Management: 26th January 2016
 

Más de ICIMOD

SWaRMA_IRBM_Module8_#1, Knowledge management and communication, Laurie et al
SWaRMA_IRBM_Module8_#1, Knowledge management and communication, Laurie et alSWaRMA_IRBM_Module8_#1, Knowledge management and communication, Laurie et al
SWaRMA_IRBM_Module8_#1, Knowledge management and communication, Laurie et alICIMOD
 
SWaRMA_IRBM_Module6_#6, Godavari visit to observe IWRM technologies, Samden ...
SWaRMA_IRBM_Module6_#6,  Godavari visit to observe IWRM technologies, Samden ...SWaRMA_IRBM_Module6_#6,  Godavari visit to observe IWRM technologies, Samden ...
SWaRMA_IRBM_Module6_#6, Godavari visit to observe IWRM technologies, Samden ...ICIMOD
 
SWaRMA_IRBM_Module6_#5, Sediment management at Afghanistan, Abdul A. Zazay
SWaRMA_IRBM_Module6_#5, Sediment management at Afghanistan, Abdul A. ZazaySWaRMA_IRBM_Module6_#5, Sediment management at Afghanistan, Abdul A. Zazay
SWaRMA_IRBM_Module6_#5, Sediment management at Afghanistan, Abdul A. ZazayICIMOD
 
SWaRMA_IRBM_Module6_#4, Sediment management including landslide and river ban...
SWaRMA_IRBM_Module6_#4, Sediment management including landslide and river ban...SWaRMA_IRBM_Module6_#4, Sediment management including landslide and river ban...
SWaRMA_IRBM_Module6_#4, Sediment management including landslide and river ban...ICIMOD
 
SWaRMA_IRBM_Module6_#3, Groundwater and springshed management, Madhav Dhakal ...
SWaRMA_IRBM_Module6_#3, Groundwater and springshed management, Madhav Dhakal ...SWaRMA_IRBM_Module6_#3, Groundwater and springshed management, Madhav Dhakal ...
SWaRMA_IRBM_Module6_#3, Groundwater and springshed management, Madhav Dhakal ...ICIMOD
 
SWaRMA_IRBM_Module6_#2, Improved watershed management, Sanjeev Bhuchar and Ho...
SWaRMA_IRBM_Module6_#2, Improved watershed management, Sanjeev Bhuchar and Ho...SWaRMA_IRBM_Module6_#2, Improved watershed management, Sanjeev Bhuchar and Ho...
SWaRMA_IRBM_Module6_#2, Improved watershed management, Sanjeev Bhuchar and Ho...ICIMOD
 
SWaRMA_IRBM_Module6_#2, Integrated flood management: concepts, Mandira Shrest...
SWaRMA_IRBM_Module6_#2, Integrated flood management: concepts, Mandira Shrest...SWaRMA_IRBM_Module6_#2, Integrated flood management: concepts, Mandira Shrest...
SWaRMA_IRBM_Module6_#2, Integrated flood management: concepts, Mandira Shrest...ICIMOD
 
SWaRMA_IRBM_Module6_#1, GLOF Risk Reduction, Finu Shrestha et al
SWaRMA_IRBM_Module6_#1, GLOF Risk Reduction, Finu Shrestha et al SWaRMA_IRBM_Module6_#1, GLOF Risk Reduction, Finu Shrestha et al
SWaRMA_IRBM_Module6_#1, GLOF Risk Reduction, Finu Shrestha et al ICIMOD
 
SWaRMA_IRBM_Module5_#5, Water diplomacy and cooperation in Afghanistan, Sadia...
SWaRMA_IRBM_Module5_#5, Water diplomacy and cooperation in Afghanistan, Sadia...SWaRMA_IRBM_Module5_#5, Water diplomacy and cooperation in Afghanistan, Sadia...
SWaRMA_IRBM_Module5_#5, Water diplomacy and cooperation in Afghanistan, Sadia...ICIMOD
 
SWARMA_IRBM_Module5_#4, Why riparian countries should cooperate in transbound...
SWARMA_IRBM_Module5_#4, Why riparian countries should cooperate in transbound...SWARMA_IRBM_Module5_#4, Why riparian countries should cooperate in transbound...
SWARMA_IRBM_Module5_#4, Why riparian countries should cooperate in transbound...ICIMOD
 
SWaRMA_IRBM_Module5_#3, Transboundary cooperation in HKH basins:overview of i...
SWaRMA_IRBM_Module5_#3, Transboundary cooperation in HKH basins:overview of i...SWaRMA_IRBM_Module5_#3, Transboundary cooperation in HKH basins:overview of i...
SWaRMA_IRBM_Module5_#3, Transboundary cooperation in HKH basins:overview of i...ICIMOD
 
SWaRMA_IRBM_Module5_#2, Key principles of international water law, Ram Babu D...
SWaRMA_IRBM_Module5_#2, Key principles of international water law, Ram Babu D...SWaRMA_IRBM_Module5_#2, Key principles of international water law, Ram Babu D...
SWaRMA_IRBM_Module5_#2, Key principles of international water law, Ram Babu D...ICIMOD
 
SWaRMA_IRBM_Module5_#1, Water diplomacy and regional cooperation, Anjal Praka...
SWaRMA_IRBM_Module5_#1, Water diplomacy and regional cooperation, Anjal Praka...SWaRMA_IRBM_Module5_#1, Water diplomacy and regional cooperation, Anjal Praka...
SWaRMA_IRBM_Module5_#1, Water diplomacy and regional cooperation, Anjal Praka...ICIMOD
 
SWaRMA_IRBM_Module4_#1, Governance, Policy and institutional framework, Arabi...
SWaRMA_IRBM_Module4_#1, Governance, Policy and institutional framework, Arabi...SWaRMA_IRBM_Module4_#1, Governance, Policy and institutional framework, Arabi...
SWaRMA_IRBM_Module4_#1, Governance, Policy and institutional framework, Arabi...ICIMOD
 
SWaRMA_IRBM_Module3_#1, Gendered vulnerabilities and the socioeconomic driver...
SWaRMA_IRBM_Module3_#1, Gendered vulnerabilities and the socioeconomic driver...SWaRMA_IRBM_Module3_#1, Gendered vulnerabilities and the socioeconomic driver...
SWaRMA_IRBM_Module3_#1, Gendered vulnerabilities and the socioeconomic driver...ICIMOD
 
SWaRMA_IRBM_Module2_#8, Scenario planning in IRBM, Shahriar Wahid
SWaRMA_IRBM_Module2_#8, Scenario planning in IRBM, Shahriar WahidSWaRMA_IRBM_Module2_#8, Scenario planning in IRBM, Shahriar Wahid
SWaRMA_IRBM_Module2_#8, Scenario planning in IRBM, Shahriar WahidICIMOD
 
SWaRMA_IRBM_Module2_#7, Basin planning experience from Australia, Andrew Joh...
SWaRMA_IRBM_Module2_#7,  Basin planning experience from Australia, Andrew Joh...SWaRMA_IRBM_Module2_#7,  Basin planning experience from Australia, Andrew Joh...
SWaRMA_IRBM_Module2_#7, Basin planning experience from Australia, Andrew Joh...ICIMOD
 
SWaRMA_IRBM_Module2_#6, Flood management in Nepal, Dilip Gautam
SWaRMA_IRBM_Module2_#6, Flood management in Nepal, Dilip GautamSWaRMA_IRBM_Module2_#6, Flood management in Nepal, Dilip Gautam
SWaRMA_IRBM_Module2_#6, Flood management in Nepal, Dilip GautamICIMOD
 
SWaRMA_IRBM_Module2_#5, Role of hydrometeorological monitoring for IRBM in Ne...
SWaRMA_IRBM_Module2_#5, Role of hydrometeorological monitoring for IRBM in Ne...SWaRMA_IRBM_Module2_#5, Role of hydrometeorological monitoring for IRBM in Ne...
SWaRMA_IRBM_Module2_#5, Role of hydrometeorological monitoring for IRBM in Ne...ICIMOD
 
SWaRMA_IRBM_Module2_#4, Water ecosystem interaction, Susan Cuddy
SWaRMA_IRBM_Module2_#4, Water ecosystem interaction, Susan CuddySWaRMA_IRBM_Module2_#4, Water ecosystem interaction, Susan Cuddy
SWaRMA_IRBM_Module2_#4, Water ecosystem interaction, Susan CuddyICIMOD
 

Más de ICIMOD (20)

SWaRMA_IRBM_Module8_#1, Knowledge management and communication, Laurie et al
SWaRMA_IRBM_Module8_#1, Knowledge management and communication, Laurie et alSWaRMA_IRBM_Module8_#1, Knowledge management and communication, Laurie et al
SWaRMA_IRBM_Module8_#1, Knowledge management and communication, Laurie et al
 
SWaRMA_IRBM_Module6_#6, Godavari visit to observe IWRM technologies, Samden ...
SWaRMA_IRBM_Module6_#6,  Godavari visit to observe IWRM technologies, Samden ...SWaRMA_IRBM_Module6_#6,  Godavari visit to observe IWRM technologies, Samden ...
SWaRMA_IRBM_Module6_#6, Godavari visit to observe IWRM technologies, Samden ...
 
SWaRMA_IRBM_Module6_#5, Sediment management at Afghanistan, Abdul A. Zazay
SWaRMA_IRBM_Module6_#5, Sediment management at Afghanistan, Abdul A. ZazaySWaRMA_IRBM_Module6_#5, Sediment management at Afghanistan, Abdul A. Zazay
SWaRMA_IRBM_Module6_#5, Sediment management at Afghanistan, Abdul A. Zazay
 
SWaRMA_IRBM_Module6_#4, Sediment management including landslide and river ban...
SWaRMA_IRBM_Module6_#4, Sediment management including landslide and river ban...SWaRMA_IRBM_Module6_#4, Sediment management including landslide and river ban...
SWaRMA_IRBM_Module6_#4, Sediment management including landslide and river ban...
 
SWaRMA_IRBM_Module6_#3, Groundwater and springshed management, Madhav Dhakal ...
SWaRMA_IRBM_Module6_#3, Groundwater and springshed management, Madhav Dhakal ...SWaRMA_IRBM_Module6_#3, Groundwater and springshed management, Madhav Dhakal ...
SWaRMA_IRBM_Module6_#3, Groundwater and springshed management, Madhav Dhakal ...
 
SWaRMA_IRBM_Module6_#2, Improved watershed management, Sanjeev Bhuchar and Ho...
SWaRMA_IRBM_Module6_#2, Improved watershed management, Sanjeev Bhuchar and Ho...SWaRMA_IRBM_Module6_#2, Improved watershed management, Sanjeev Bhuchar and Ho...
SWaRMA_IRBM_Module6_#2, Improved watershed management, Sanjeev Bhuchar and Ho...
 
SWaRMA_IRBM_Module6_#2, Integrated flood management: concepts, Mandira Shrest...
SWaRMA_IRBM_Module6_#2, Integrated flood management: concepts, Mandira Shrest...SWaRMA_IRBM_Module6_#2, Integrated flood management: concepts, Mandira Shrest...
SWaRMA_IRBM_Module6_#2, Integrated flood management: concepts, Mandira Shrest...
 
SWaRMA_IRBM_Module6_#1, GLOF Risk Reduction, Finu Shrestha et al
SWaRMA_IRBM_Module6_#1, GLOF Risk Reduction, Finu Shrestha et al SWaRMA_IRBM_Module6_#1, GLOF Risk Reduction, Finu Shrestha et al
SWaRMA_IRBM_Module6_#1, GLOF Risk Reduction, Finu Shrestha et al
 
SWaRMA_IRBM_Module5_#5, Water diplomacy and cooperation in Afghanistan, Sadia...
SWaRMA_IRBM_Module5_#5, Water diplomacy and cooperation in Afghanistan, Sadia...SWaRMA_IRBM_Module5_#5, Water diplomacy and cooperation in Afghanistan, Sadia...
SWaRMA_IRBM_Module5_#5, Water diplomacy and cooperation in Afghanistan, Sadia...
 
SWARMA_IRBM_Module5_#4, Why riparian countries should cooperate in transbound...
SWARMA_IRBM_Module5_#4, Why riparian countries should cooperate in transbound...SWARMA_IRBM_Module5_#4, Why riparian countries should cooperate in transbound...
SWARMA_IRBM_Module5_#4, Why riparian countries should cooperate in transbound...
 
SWaRMA_IRBM_Module5_#3, Transboundary cooperation in HKH basins:overview of i...
SWaRMA_IRBM_Module5_#3, Transboundary cooperation in HKH basins:overview of i...SWaRMA_IRBM_Module5_#3, Transboundary cooperation in HKH basins:overview of i...
SWaRMA_IRBM_Module5_#3, Transboundary cooperation in HKH basins:overview of i...
 
SWaRMA_IRBM_Module5_#2, Key principles of international water law, Ram Babu D...
SWaRMA_IRBM_Module5_#2, Key principles of international water law, Ram Babu D...SWaRMA_IRBM_Module5_#2, Key principles of international water law, Ram Babu D...
SWaRMA_IRBM_Module5_#2, Key principles of international water law, Ram Babu D...
 
SWaRMA_IRBM_Module5_#1, Water diplomacy and regional cooperation, Anjal Praka...
SWaRMA_IRBM_Module5_#1, Water diplomacy and regional cooperation, Anjal Praka...SWaRMA_IRBM_Module5_#1, Water diplomacy and regional cooperation, Anjal Praka...
SWaRMA_IRBM_Module5_#1, Water diplomacy and regional cooperation, Anjal Praka...
 
SWaRMA_IRBM_Module4_#1, Governance, Policy and institutional framework, Arabi...
SWaRMA_IRBM_Module4_#1, Governance, Policy and institutional framework, Arabi...SWaRMA_IRBM_Module4_#1, Governance, Policy and institutional framework, Arabi...
SWaRMA_IRBM_Module4_#1, Governance, Policy and institutional framework, Arabi...
 
SWaRMA_IRBM_Module3_#1, Gendered vulnerabilities and the socioeconomic driver...
SWaRMA_IRBM_Module3_#1, Gendered vulnerabilities and the socioeconomic driver...SWaRMA_IRBM_Module3_#1, Gendered vulnerabilities and the socioeconomic driver...
SWaRMA_IRBM_Module3_#1, Gendered vulnerabilities and the socioeconomic driver...
 
SWaRMA_IRBM_Module2_#8, Scenario planning in IRBM, Shahriar Wahid
SWaRMA_IRBM_Module2_#8, Scenario planning in IRBM, Shahriar WahidSWaRMA_IRBM_Module2_#8, Scenario planning in IRBM, Shahriar Wahid
SWaRMA_IRBM_Module2_#8, Scenario planning in IRBM, Shahriar Wahid
 
SWaRMA_IRBM_Module2_#7, Basin planning experience from Australia, Andrew Joh...
SWaRMA_IRBM_Module2_#7,  Basin planning experience from Australia, Andrew Joh...SWaRMA_IRBM_Module2_#7,  Basin planning experience from Australia, Andrew Joh...
SWaRMA_IRBM_Module2_#7, Basin planning experience from Australia, Andrew Joh...
 
SWaRMA_IRBM_Module2_#6, Flood management in Nepal, Dilip Gautam
SWaRMA_IRBM_Module2_#6, Flood management in Nepal, Dilip GautamSWaRMA_IRBM_Module2_#6, Flood management in Nepal, Dilip Gautam
SWaRMA_IRBM_Module2_#6, Flood management in Nepal, Dilip Gautam
 
SWaRMA_IRBM_Module2_#5, Role of hydrometeorological monitoring for IRBM in Ne...
SWaRMA_IRBM_Module2_#5, Role of hydrometeorological monitoring for IRBM in Ne...SWaRMA_IRBM_Module2_#5, Role of hydrometeorological monitoring for IRBM in Ne...
SWaRMA_IRBM_Module2_#5, Role of hydrometeorological monitoring for IRBM in Ne...
 
SWaRMA_IRBM_Module2_#4, Water ecosystem interaction, Susan Cuddy
SWaRMA_IRBM_Module2_#4, Water ecosystem interaction, Susan CuddySWaRMA_IRBM_Module2_#4, Water ecosystem interaction, Susan Cuddy
SWaRMA_IRBM_Module2_#4, Water ecosystem interaction, Susan Cuddy
 

Último

Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...Krashi Coaching
 
Call Girls in Dwarka Mor Delhi Contact Us 9654467111
Call Girls in Dwarka Mor Delhi Contact Us 9654467111Call Girls in Dwarka Mor Delhi Contact Us 9654467111
Call Girls in Dwarka Mor Delhi Contact Us 9654467111Sapana Sha
 
URLs and Routing in the Odoo 17 Website App
URLs and Routing in the Odoo 17 Website AppURLs and Routing in the Odoo 17 Website App
URLs and Routing in the Odoo 17 Website AppCeline George
 
CARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptxCARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptxGaneshChakor2
 
Student login on Anyboli platform.helpin
Student login on Anyboli platform.helpinStudent login on Anyboli platform.helpin
Student login on Anyboli platform.helpinRaunakKeshri1
 
Arihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdfArihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdfchloefrazer622
 
The basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxThe basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxheathfieldcps1
 
Sanyam Choudhary Chemistry practical.pdf
Sanyam Choudhary Chemistry practical.pdfSanyam Choudhary Chemistry practical.pdf
Sanyam Choudhary Chemistry practical.pdfsanyamsingh5019
 
“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...
“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...
“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...Marc Dusseiller Dusjagr
 
Beyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global ImpactBeyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global ImpactPECB
 
Industrial Policy - 1948, 1956, 1973, 1977, 1980, 1991
Industrial Policy - 1948, 1956, 1973, 1977, 1980, 1991Industrial Policy - 1948, 1956, 1973, 1977, 1980, 1991
Industrial Policy - 1948, 1956, 1973, 1977, 1980, 1991RKavithamani
 
Z Score,T Score, Percential Rank and Box Plot Graph
Z Score,T Score, Percential Rank and Box Plot GraphZ Score,T Score, Percential Rank and Box Plot Graph
Z Score,T Score, Percential Rank and Box Plot GraphThiyagu K
 
1029 - Danh muc Sach Giao Khoa 10 . pdf
1029 -  Danh muc Sach Giao Khoa 10 . pdf1029 -  Danh muc Sach Giao Khoa 10 . pdf
1029 - Danh muc Sach Giao Khoa 10 . pdfQucHHunhnh
 
Measures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and ModeMeasures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and ModeThiyagu K
 
Introduction to AI in Higher Education_draft.pptx
Introduction to AI in Higher Education_draft.pptxIntroduction to AI in Higher Education_draft.pptx
Introduction to AI in Higher Education_draft.pptxpboyjonauth
 
Grant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingGrant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingTechSoup
 
microwave assisted reaction. General introduction
microwave assisted reaction. General introductionmicrowave assisted reaction. General introduction
microwave assisted reaction. General introductionMaksud Ahmed
 
mini mental status format.docx
mini    mental       status     format.docxmini    mental       status     format.docx
mini mental status format.docxPoojaSen20
 
A Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy ReformA Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy ReformChameera Dedduwage
 

Último (20)

Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
 
Call Girls in Dwarka Mor Delhi Contact Us 9654467111
Call Girls in Dwarka Mor Delhi Contact Us 9654467111Call Girls in Dwarka Mor Delhi Contact Us 9654467111
Call Girls in Dwarka Mor Delhi Contact Us 9654467111
 
URLs and Routing in the Odoo 17 Website App
URLs and Routing in the Odoo 17 Website AppURLs and Routing in the Odoo 17 Website App
URLs and Routing in the Odoo 17 Website App
 
CARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptxCARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptx
 
Student login on Anyboli platform.helpin
Student login on Anyboli platform.helpinStudent login on Anyboli platform.helpin
Student login on Anyboli platform.helpin
 
Arihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdfArihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdf
 
The basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxThe basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptx
 
Sanyam Choudhary Chemistry practical.pdf
Sanyam Choudhary Chemistry practical.pdfSanyam Choudhary Chemistry practical.pdf
Sanyam Choudhary Chemistry practical.pdf
 
“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...
“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...
“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...
 
Beyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global ImpactBeyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global Impact
 
Industrial Policy - 1948, 1956, 1973, 1977, 1980, 1991
Industrial Policy - 1948, 1956, 1973, 1977, 1980, 1991Industrial Policy - 1948, 1956, 1973, 1977, 1980, 1991
Industrial Policy - 1948, 1956, 1973, 1977, 1980, 1991
 
Z Score,T Score, Percential Rank and Box Plot Graph
Z Score,T Score, Percential Rank and Box Plot GraphZ Score,T Score, Percential Rank and Box Plot Graph
Z Score,T Score, Percential Rank and Box Plot Graph
 
1029 - Danh muc Sach Giao Khoa 10 . pdf
1029 -  Danh muc Sach Giao Khoa 10 . pdf1029 -  Danh muc Sach Giao Khoa 10 . pdf
1029 - Danh muc Sach Giao Khoa 10 . pdf
 
Measures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and ModeMeasures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and Mode
 
Introduction to AI in Higher Education_draft.pptx
Introduction to AI in Higher Education_draft.pptxIntroduction to AI in Higher Education_draft.pptx
Introduction to AI in Higher Education_draft.pptx
 
Grant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingGrant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy Consulting
 
Staff of Color (SOC) Retention Efforts DDSD
Staff of Color (SOC) Retention Efforts DDSDStaff of Color (SOC) Retention Efforts DDSD
Staff of Color (SOC) Retention Efforts DDSD
 
microwave assisted reaction. General introduction
microwave assisted reaction. General introductionmicrowave assisted reaction. General introduction
microwave assisted reaction. General introduction
 
mini mental status format.docx
mini    mental       status     format.docxmini    mental       status     format.docx
mini mental status format.docx
 
A Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy ReformA Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy Reform
 

Publishing hkh biodiversity data globally technical session ii

  • 1. Technical session II Day 1 Publishing HKH Biodiversity Data Globally Deependra Tandukar, Suman Jaiswal, Bandana Shakya 23-24 August 2012 International Centre for Integrated Mountain Development Kathmandu, Nepal
  • 2. Outline • Using HKH-BIF • Processes for publishing the data – Preparing the data – Uploading data – Filling Metadata – Mapping – Publishing
  • 3. Platform Data HKH-BIF GBIF • for easy and efficient access and sharing of regional biodiversity information • provisions for partners to publish and share their data • for collaborative work e.g. data paper publication
  • 4. Processes for publishing data • Prepare your data – Data resource – Templates – Processing with spreadsheet processor • Upload your data • Fill in metadata • Map the fields with Darwin core • Publish – Make it public
  • 6. Step 1: Data preparation Data resource Data resource = Dataset + Metadata Collection of data records Information about the dataset Occurrence data + Metadata Checklist + Metadata
  • 7. Step 1: Data preparation Templates • Standardized templates (based on Darwin core) • Glossary (location, scientific name, family, etc.)
  • 8. Step 1: Data preparation Template types • Metadata • Occurrence data • Checklists – Checklist 1 – Checklist 2 – Checklist 3 Download from: http://tools.gbif.org/spreadsheet-processor
  • 9. Step 1: Data preparation Templates: Metadata • Readme sheet Readme sheet gives the general instruction on what and how to fill the metadata sheet
  • 10. Step 1: Data preparation Templates: Metadata • Metadata sheet Metadata sheet has number of fields for information to feed in, and some of the fields marked by * are mandatory
  • 11. Step 1: Data preparation Templates: Occurrence • Readme sheet This sheet is used to record species • Metadata sheet occurrence data and is suitable for recording basic natural history • Occurrence sheet collections specimen records or species observations. 45 fields/columns in total
  • 12. Step 1: Data preparation Templates: Checklist1 • Readme sheet This sheet is used to record the species • Metadata sheet lists where you are not sure of higher • Classification sheet classification
  • 13. Step 1: Data preparation Templates: Checklist2 • Readme sheet This sheet is used to record the species • Metadata sheet lists where you are not limited to strict • Classification sheet Linnaean classification
  • 14. Step 1: Data preparation Templates: Checklist3 • Readme sheet This template is used to record species • Metadata sheet checklists in a simple columnar format that stores the basic taxonomic data in the columns • Classification sheet (Kingdom, Phylum, Subphylum, Class, Order, Family, Genus, Species, etc.).
  • 15. Step 1: Data preparation Hands-on session • Use checklist 3 for data preparation • Enter mandatory fields in metadata • Fill in classification sheet
  • 16. Step 1: Data preparation Metadata • Enter fields in metadata
  • 17. Step 1: Data preparation Checklist data fields • Classification field Kingdom Animalia Phylum Vertebrata Class Amphibia Order Anura Family Ranidae Genus Amolops Scientific name Amolops ricketti Countries China
  • 18. Step 1: Data preparation Process the template Spreadsheet processor Archive file
  • 19. Step 1: Data preparation Process the template • Go to spreadsheet processor (http://tools.gbif.org/spreadsheet-processor/)
  • 20. Step 1: Data preparation Process checklist template • Click on ‘Choose File’ and select your prepared checklist template, it gets uploaded • Click on ‘Process File’
  • 21. Step 1: Data preparation Process checklist template • Download the processed archive by clicking on ‘Click to Download Archive’ • Save on your desktop (filename will be something like 503117a7e582a.zip>
  • 23. Step 2: Upload your data Go to HKH-BIF • http://192.168.10.19/hkh-bif • Enter your username and password • Click on ‘login’
  • 24. Step 2: Upload your data Create New Resource • Click on ‘Manage Resources’ • Give a short name for your data/resource • Click on ‘Choose file’ and select the ‘Archive’ that was downloaded earlier • Press on ‘Create’
  • 25. Step 2: Upload your data New resource created 4
  • 26. Step 2: Upload your data Source data
  • 27. Step 2: Upload your data Source data
  • 31. Step 3: Metadata Geographic coverage • Geographic area covered by the resource
  • 32. Step 3: Metadata Taxonomic coverage • Information about one of more groups of taxa covered by the resource
  • 33. Step 3: Metadata Keywords • One or more sets of keywords about the resource.
  • 34. Step 3: Metadata Associated parties • Information about one or more people or organizations associated with the resource those not already covered on the Basic Metadata page
  • 35. Step 3: Metadata Project data • Information about a project under which the data in the resource were produced/generated
  • 36. Step 3: Metadata Sampling methods • Information about sampling methods in general, and about specific sampling steps
  • 37. Step 3: Metadata Citations • Information about how to cite the resource as well as a bibliography of citations related to the data set, such as publications that were used in or resulted from the production of the data
  • 38. Step 3: Metadata Collection data • Information about the physical natural history collection associated with the resource (if any) as well as lists of types objects in the collection, called Curatorial Units
  • 39. Step 3: Metadata External links • Links to the home page for the resource, links to the resource in alternate forms (database, spreadsheets, etc.)
  • 40. Step 3: Metadata Additional metadata • Extra information e.g. logo, copyright information, etc.
  • 43. Step 4: Mapping Mapping Source data fields Darwin core terms
  • 45. Step 5: Publishing your data Publish
  • 46. Step 5: Publishing your data Publish • Click on publish to publish your data • generates a new dwca.zip file containing: • RTF file (draft of data paper) • eml.xml file describing the metadata of this resource • meta.xml file describing the mappings of DwC terms and source data columns • Source data file
  • 47. Step 5: Publishing your data Visible • Make it public for sharing
  • 48. Step 5: Publishing your data Visibility
  • 49. Step 5: Publishing your data Visibility
  • 50. Technical session II Day 2 (Hands-on) Publishing non-template data
  • 51. Xls to csv format • Open your excel file • Save as ‘comma delimited csv’ format in your desktop, give a name ‘my_first_data’
  • 52. Go to HKH-BIF • http://192.168.10.19:8080/hkh-bif • Enter your username and password • Click on ‘login’
  • 53. Create New Resource • Click on ‘Manage Resources’ • Give a short name for your data/resource • Press on ‘Create’ my_first_data
  • 54. Create new resource • Click on ‘choose file’ under source file and select your .csv file
  • 58. Mapping • Select ‘Darwin Core Mappings’ type from the drop down – in our case it is ‘Darwin Core Taxon’ • Then click on ‘Add’
  • 59. Mapping • Auto mapped 1 column
  • 60. Mapping • At the bottom of the page, a list of the unmapped fields are displayed
  • 61. Mapping • Let’s start mapping now • Auto mapped Kingdom = Kingdom • Map ScientificName = Sname, class = C according to our data Source data fields Darwin core terms
  • 62. Filter Exclude the records that do not match the criteria using filter
  • 63. Mapping • Once all the known fields are mapped, click on save button
  • 64. • On the top of the page, click on ‘back to resource over view page’
  • 65. Metadata • Now enter the metadata
  • 67. Publish • Click on publish to publish your data
  • 68. Make it visible • Make it public for sharing
  • 69. Useful resources • Getting Started: Overview of Data Publishing through GBIF network http://links.gbif.org/getting_started_publishing_en_v1 • Integrated Publishing Toolkit http://links.gbif.org/ipt_user_manual • GBIF Spreadsheet Templates User Guide http://links.gbif.org/dwca_spreadsheet_processor_guide • GBIF Metadata Profile How-To Guide http://links.gbif.org/gbif_metadata_profile_how-to_en_v1 • GBIF Metadata Profile Reference Guide http://links.gbif.org/gbif_metadata_profile_guide_en_v1 • Darwin Core Archive How-to Guide http://links.gbif.org/gbif_dwc-a_how_to_guide_en_v1 • Publishing and Registering Your Data with GBIF http://links.gbif.org/dwc-a_publishing_guide_en_v1 • Spreadsheet Processor and Excel Temp http://tools.gbif.org/spreadsheet-processor/ • Darwin Core Terms http://code.google.com/p/darwincore/ • IPT Download link http://code.google.com/p/gbif-providertoolkit/

Notas del editor

  1. This sheet is used to record species occurrence data and is suitable for recording basic natural history collections specimen records or species observations. Occurrence sheetInstitution code, collection code, etc.Kingdom, phylum, family, scientific name, etc.Identified by, date identified, etc.Country, locality, latitude, longitude, elevation, etc.Event time, date, etc.