TERRA-REF Documentation
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  • Introduction
  • Data Sources
  • Software
  • Scientific Objectives and Experimental Design
    • Protocols
      • Controlled Environment Protocols
      • Manual Field Data Protocols
      • Phenotractor Protocols
      • Sensor Calibration
      • Template Protocol
      • UAV Protocols
    • Experimental Design
      • Experimental Design Danforth
        • Sorghum Lines Danforth
      • Experimental Design Genomics
        • Sorghum Lines Genomics Year 1
        • Sorghum Lines Genomics Year 1 (continued)
        • Sorghum Lines Genomics Year 2
      • Experimental Design MAC
  • User Manual
    • What Data is Available
    • Data Products
      • Environmental conditions
      • Fluorescence intensity imaging
      • Genomics data
      • Geospatial information
      • Hyperspectral imaging data
      • Infrared heat imaging data
      • Multispectral imaging data
      • Meteorological data
      • Phenotype data
      • Point Cloud Data
    • How to Access Data
      • Using Clowder (Sensor and Genoomics data)
      • Using Globus (Sensor and Genomics data)
      • Using BETYdb (trait data, experimental metadata)
        • Accessing BETYdb via ArcMap and other GIS software
      • Using CoGe (Genomics)
      • Using CyVerse (Genomics)
      • Using Analysis Workbench (all data)
    • Data Use Policy
    • Manuscripts and Authorship Guidelines
    • Release / reprocessing schedule
  • Technical Documentation
    • Data Standards
      • Existing Data Standards
      • Agronomic and Phenotype Data Standards
      • Genomic Data Standards
      • Sensor Data Standards
      • Data Standards Committee
    • Directory Structure
    • Data Storage
    • Data Transfer
    • Data Processing Pipeline
      • Geospatial Time Series Structure
    • Data Backup
    • Data Collection
    • Data Product Creation
      • Genomic Data
      • Hyperspectral Data
    • Quality Assurance and Quality Control
    • Systems Configuration
  • Developer Manual
    • Submitting data to Clowder
    • Submitting data to BETYdb
    • Submitting Data to CoGe
    • Developing Clowder Extractors
  • Tutorials
  • Appendix
    • Code of Conduct
    • Collaboration Tools
    • Glossary
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  • Overview
  • Clowder
  • Globus Connect
  • BETYdb
  • CoGe
  • Other Data
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  1. User Manual

How to Access Data

PreviousPoint Cloud DataNextUsing Clowder (Sensor and Genoomics data)

Last updated 7 years ago

Overview

TERRA-REF data is available through four different approaches: Globus Connect, Clowder, BETYdb, and CoGe. Raw data is transfered to the primary compute pipeline using Globus Online. Data is ingested into Clowder to support exploratory analysis. The Clowder extractor system is used to transform the data and create derived data products, which are either available via Clowder or published to specialized services, such as BETYdb.

For more information, see the .

Clowder

Clowder is the primary system used to organize, annotate, and process raw data generated by the phenotyping platforms as well as information about sensors.

Use Clowder to explore the raw TERRA-REF data, perform exploratory analysis, and develop custom extractors.

For more information, see .

Globus Connect

Raw data is transferred to the primary TERRA-REF compute pipeline on the (ROGER) system using Globus Online. Data is available for Globus transfer via the . Direct access to ROGER is restricted.

Use Globus Online when you want to transfer data from the TERRA-REF system for local analysis.

For more information, see .

BETYdb

BETYdb contains the derived trait data with plot locations and other information associated with agronomic experimental design.

Use BETYdb to access about derived trait data.

CoGe

CoGe contains genomic information and sequence data.

Other Data

  • Field protocols

  • Calibration protocols

For more information, see .

For more information, see .

Field scanner operational log

Architecture Documentation
Using Clowder
Resource Open Geospatial Education and Research
Terraref endpoint
Using Globus
Using BETYdb
Using CoGe
https://github.com/terraref/computing-pipeline/issues/128