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Cadence Study

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Quick References

For a high-level summary of the cadence trade space, see CadenceQuickReference.

 

Development

On github at https://github.com/ZwickyTransientFacility/ztf_sim

Revision 122016-12-01 - EricBellm

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Cadence Study

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Analysis with LSST MAF

Instructions for analyzing ztf_sim output with LSST's Metrics Analysis Framework

Analysis with the Stockholm Survey Simulator

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Transient Analysis with the Stockholm Survey Simulator

 
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For analysis of lightcurves of transient events, we recommend using the Stockholm survey simulator.
  For using the Science Survey simulator, please install the required Python packages by running:
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Analysis with LSST MAF

LSST's Metrics Analysis Framework provides a more general framework for analyzing simulated surveys, and may be especially useful for variable and solar system science cases.

Here are instructions for analyzing ztf_sim output with LSST MAF.

 

External Resources

Eric Saunders 2015 Hotwired talk on LCOGT scheduling

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 presentations from LSST Scheduler Workshop (March 2015) https://confluence.lsstcorp.org/display/SIM/Scheduler+Workshop+Presentations
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online course on discrete optimization https://www.coursera.org/course/optimization
 
META FILEATTACHMENT attachment="ZTF_Scheduler#8212Draft_Requirements_v0.1.pdf" attr="" comment="Draft scheduler requirements" date="1421879037" name="ZTF_Scheduler#8212Draft_Requirements_v0.1.pdf" path="ZTF Scheduler—Draft Requirements_v0.1.pdf" size="44900" stream="ZTF Scheduler—Draft Requirements_v0.1.pdf" user="Main.EricBellm" version="1"
META FILEATTACHMENT attachment="ZTF_Survey_Simulator_Development_Plan.pdf" attr="" comment="8/13/15 telecon notes" date="1439493229" name="ZTF_Survey_Simulator_Development_Plan.pdf" path="ZTF Survey Simulator Development Plan.pdf" size="43340" stream="ZTF Survey Simulator Development Plan.pdf" user="Main.EricBellm" version="1"
META FILEATTACHMENT attachment="ZTF_Scheduler_Conceptual_Diagram.pdf" attr="" comment="" date="1439493294" name="ZTF_Scheduler_Conceptual_Diagram.pdf" path="ZTF Scheduler Conceptual Diagram.pdf" size="11826" stream="ZTF Scheduler Conceptual Diagram.pdf" user="Main.EricBellm" version="1"

Revision 112016-12-01 - EricBellm

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Cadence Study

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Analysis with LSST MAF

 Instructions for analyzing ztf_sim output with LSST's Metrics Analysis Framework
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Analysis with the Stockholm Survey Simulator

For using the Science Survey simulator, please install the required Python packages by running:

    pip install astrobject
    pip install simsurvey

Depending on your setup you may have to run these commands using sudo.

Please also download the simsurvey examples from github:

    git clone https://github.com/ZwickyTransientFacility/simsurvey-examples.git
 

External Resources

Revision 102016-11-21 - EricBellm

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Cadence Study

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Development

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On github at https://github.com/ZwickyTransientFacility
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On github at https://github.com/ZwickyTransientFacility/ztf_sim
 
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MAF sqlite format: https://confluence.lsstcorp.org/display/SIM/Summary+Table+Column+Descriptions
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Instructions for analyzing ztf_sim output with LSST's Metrics Analysis Framework
 
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LSST MAF notes: MafNotes
 

External Resources

Revision 92016-09-19 - EricBellm

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MAF sqlite format: https://confluence.lsstcorp.org/display/SIM/Summary+Table+Column+Descriptions
 LSST MAF notes: MafNotes

External Resources

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META FILEATTACHMENT attachment="ZTF_Survey_Simulator_Development_Plan.pdf" attr="" comment="8/13/15 telecon notes" date="1439493229" name="ZTF_Survey_Simulator_Development_Plan.pdf" path="ZTF Survey Simulator Development Plan.pdf" size="43340" stream="ZTF Survey Simulator Development Plan.pdf" user="Main.EricBellm" version="1"
META FILEATTACHMENT attachment="ZTF_Scheduler_Conceptual_Diagram.pdf" attr="" comment="" date="1439493294" name="ZTF_Scheduler_Conceptual_Diagram.pdf" path="ZTF Scheduler Conceptual Diagram.pdf" size="11826" stream="ZTF Scheduler Conceptual Diagram.pdf" user="Main.EricBellm" version="1"
META FILEATTACHMENT attachment="160421_ztf_sim.pdf" attr="" comment="overview & status report, April 21, 2016" date="1461272871" name="160421_ztf_sim.pdf" path="160421_ztf_sim.pdf" size="79697" stream="160421_ztf_sim.pdf" user="Main.EricBellm" version="1"
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META FILEATTACHMENT attachment="20160919-ztf-cadence.pdf" attr="" comment="2016-09-19 Uli showing Ia example analysis" date="1474303401" name="20160919-ztf-cadence.pdf" path="20160919-ztf-cadence.pdf" size="321207" stream="20160919-ztf-cadence.pdf" user="Main.EricBellm" version="1"
META FILEATTACHMENT attachment="160919_ztf_sim.key" attr="" comment="2016-09-19 Eric's update on simulator status" date="1474303438" name="160919_ztf_sim.key" path="160919_ztf_sim.key" size="802387" stream="160919_ztf_sim.key" user="Main.EricBellm" version="1"

Revision 82016-04-21 - EricBellm

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META FILEATTACHMENT attachment="ZTF_Scheduler#8212Draft_Requirements_v0.1.pdf" attr="" comment="Draft scheduler requirements" date="1421879037" name="ZTF_Scheduler#8212Draft_Requirements_v0.1.pdf" path="ZTF Scheduler—Draft Requirements_v0.1.pdf" size="44900" stream="ZTF Scheduler—Draft Requirements_v0.1.pdf" user="Main.EricBellm" version="1"
META FILEATTACHMENT attachment="ZTF_Survey_Simulator_Development_Plan.pdf" attr="" comment="8/13/15 telecon notes" date="1439493229" name="ZTF_Survey_Simulator_Development_Plan.pdf" path="ZTF Survey Simulator Development Plan.pdf" size="43340" stream="ZTF Survey Simulator Development Plan.pdf" user="Main.EricBellm" version="1"
META FILEATTACHMENT attachment="ZTF_Scheduler_Conceptual_Diagram.pdf" attr="" comment="" date="1439493294" name="ZTF_Scheduler_Conceptual_Diagram.pdf" path="ZTF Scheduler Conceptual Diagram.pdf" size="11826" stream="ZTF Scheduler Conceptual Diagram.pdf" user="Main.EricBellm" version="1"
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META FILEATTACHMENT attachment="160421_ztf_sim.pdf" attr="" comment="overview & status report, April 21, 2016" date="1461272871" name="160421_ztf_sim.pdf" path="160421_ztf_sim.pdf" size="79697" stream="160421_ztf_sim.pdf" user="Main.EricBellm" version="1"

Revision 72015-09-01 - EricBellm

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Cadence Study

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  On github at https://github.com/ZwickyTransientFacility
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LSST MAF notes: MafNotes
 

External Resources

Eric Saunders 2015 Hotwired talk on LCOGT scheduling

Revision 62015-08-30 - EricBellm

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Cadence Study

see attachments for documents

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Development

On github at https://github.com/ZwickyTransientFacility

 

External Resources

Eric Saunders 2015 Hotwired talk on LCOGT scheduling

Revision 52015-08-13 - EricBellm

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Cadence Study

 
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Resources

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External Resources

  Eric Saunders 2015 Hotwired talk on LCOGT scheduling http://lcogt.net/files/media/esaunders_one_year_of_lcogt_lessons_learnt_final.pdf
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 https://www.coursera.org/course/optimization

META FILEATTACHMENT attachment="ZTF_Scheduler#8212Draft_Requirements_v0.1.pdf" attr="" comment="Draft scheduler requirements" date="1421879037" name="ZTF_Scheduler#8212Draft_Requirements_v0.1.pdf" path="ZTF Scheduler—Draft Requirements_v0.1.pdf" size="44900" stream="ZTF Scheduler—Draft Requirements_v0.1.pdf" user="Main.EricBellm" version="1"
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META FILEATTACHMENT attachment="ZTF_Survey_Simulator_Development_Plan.pdf" attr="" comment="8/13/15 telecon notes" date="1439493229" name="ZTF_Survey_Simulator_Development_Plan.pdf" path="ZTF Survey Simulator Development Plan.pdf" size="43340" stream="ZTF Survey Simulator Development Plan.pdf" user="Main.EricBellm" version="1"
META FILEATTACHMENT attachment="ZTF_Scheduler_Conceptual_Diagram.pdf" attr="" comment="" date="1439493294" name="ZTF_Scheduler_Conceptual_Diagram.pdf" path="ZTF Scheduler Conceptual Diagram.pdf" size="11826" stream="ZTF Scheduler Conceptual Diagram.pdf" user="Main.EricBellm" version="1"

Revision 42015-07-29 - EricBellm

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analysis of ZTF scheduling options
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 presentations from LSST Scheduler Workshop (March 2015) https://confluence.lsstcorp.org/display/SIM/Scheduler+Workshop+Presentations
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online course on discrete optimization https://www.coursera.org/course/optimization
 
META FILEATTACHMENT attachment="ZTF_Scheduler#8212Draft_Requirements_v0.1.pdf" attr="" comment="Draft scheduler requirements" date="1421879037" name="ZTF_Scheduler#8212Draft_Requirements_v0.1.pdf" path="ZTF Scheduler—Draft Requirements_v0.1.pdf" size="44900" stream="ZTF Scheduler—Draft Requirements_v0.1.pdf" user="Main.EricBellm" version="1"

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Resources

Eric Saunders 2015 Hotwired talk on LCOGT scheduling http://lcogt.net/files/media/esaunders_one_year_of_lcogt_lessons_learnt_final.pdf

presentations from LSST Scheduler Workshop (March 2015) https://confluence.lsstcorp.org/display/SIM/Scheduler+Workshop+Presentations

 
META FILEATTACHMENT attachment="ZTF_Scheduler#8212Draft_Requirements_v0.1.pdf" attr="" comment="Draft scheduler requirements" date="1421879037" name="ZTF_Scheduler#8212Draft_Requirements_v0.1.pdf" path="ZTF Scheduler—Draft Requirements_v0.1.pdf" size="44900" stream="ZTF Scheduler—Draft Requirements_v0.1.pdf" user="Main.EricBellm" version="1"

Revision 22015-01-21 - EricBellm

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META FILEATTACHMENT attachment="ZTF_Scheduler#8212Draft_Requirements_v0.1.pdf" attr="" comment="Draft scheduler requirements" date="1421879037" name="ZTF_Scheduler#8212Draft_Requirements_v0.1.pdf" path="ZTF Scheduler—Draft Requirements_v0.1.pdf" size="44900" stream="ZTF Scheduler—Draft Requirements_v0.1.pdf" user="Main.EricBellm" version="1"

Revision 12014-12-04 - EricBellm

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analysis of ZTF scheduling options

 
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