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Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction...
Transcript of Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction...
![Page 1: Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction to the BSRN Toolbox Provided by WRMC to station scientists, data users and data](https://reader033.fdocuments.net/reader033/viewer/2022060420/5f17300845327537523fb295/html5/thumbnails/1.jpg)
QC offered byBSRN Toolbox
H. Schmithusen
Outline
Intro BSRNToolbox
Quality Checks
Quality Codes
Usage Demo
Quality Checks offered by the BSRN Toolbox
Holger Schmithusen
Alfred Wegener Institute
2012-08-01
![Page 2: Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction to the BSRN Toolbox Provided by WRMC to station scientists, data users and data](https://reader033.fdocuments.net/reader033/viewer/2022060420/5f17300845327537523fb295/html5/thumbnails/2.jpg)
QC offered byBSRN Toolbox
H. Schmithusen
Outline
Intro BSRNToolbox
Quality Checks
Quality Codes
Usage Demo
Outline
1 Introduction to the BSRN Toolbox
2 Applied Quality Checks
3 Produced Quality Codes
4 Usage Demonstration of Quality Check Feature
![Page 3: Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction to the BSRN Toolbox Provided by WRMC to station scientists, data users and data](https://reader033.fdocuments.net/reader033/viewer/2022060420/5f17300845327537523fb295/html5/thumbnails/3.jpg)
QC offered byBSRN Toolbox
H. Schmithusen
Outline
Intro BSRNToolbox
Quality Checks
Quality Codes
Usage Demo
1 Introduction to the BSRN Toolbox
2 Applied Quality Checks
3 Produced Quality Codes
4 Usage Demonstration of Quality Check Feature
![Page 4: Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction to the BSRN Toolbox Provided by WRMC to station scientists, data users and data](https://reader033.fdocuments.net/reader033/viewer/2022060420/5f17300845327537523fb295/html5/thumbnails/4.jpg)
QC offered byBSRN Toolbox
H. Schmithusen
Outline
Intro BSRNToolbox
Quality Checks
Quality Codes
Usage Demo
Introduction to the BSRN Toolbox
Provided by WRMC to station scientists, data users and datacurators
Open source (licensed under GPL)
Main features:
Download manager forStationToArchive filesFormat converter(StationToArchive,Pangaea)Basic file operationsQuality Checks for BSRNdata
![Page 5: Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction to the BSRN Toolbox Provided by WRMC to station scientists, data users and data](https://reader033.fdocuments.net/reader033/viewer/2022060420/5f17300845327537523fb295/html5/thumbnails/5.jpg)
QC offered byBSRN Toolbox
H. Schmithusen
Outline
Intro BSRNToolbox
Quality Checks
Quality Codes
Usage Demo
Introduction to the BSRN Toolbox
Provided by WRMC to station scientists, data users and datacurators
Open source (licensed under GPL)
Main features:
Download manager forStationToArchive filesFormat converter(StationToArchive,Pangaea)Basic file operationsQuality Checks for BSRNdata
![Page 6: Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction to the BSRN Toolbox Provided by WRMC to station scientists, data users and data](https://reader033.fdocuments.net/reader033/viewer/2022060420/5f17300845327537523fb295/html5/thumbnails/6.jpg)
QC offered byBSRN Toolbox
H. Schmithusen
Outline
Intro BSRNToolbox
Quality Checks
Quality Codes
Usage Demo
Introduction to the BSRN Toolbox
Provided by WRMC to station scientists, data users and datacurators
Open source (licensed under GPL)
Main features:
Download manager forStationToArchive filesFormat converter(StationToArchive,Pangaea)Basic file operationsQuality Checks for BSRNdata
![Page 7: Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction to the BSRN Toolbox Provided by WRMC to station scientists, data users and data](https://reader033.fdocuments.net/reader033/viewer/2022060420/5f17300845327537523fb295/html5/thumbnails/7.jpg)
QC offered byBSRN Toolbox
H. Schmithusen
Outline
Intro BSRNToolbox
Quality Checks
Quality Codes
Usage Demo
Introduction to the BSRN Toolbox
Provided by WRMC to station scientists, data users and datacurators
Open source (licensed under GPL)
Main features:
Download manager forStationToArchive files
Format converter(StationToArchive,Pangaea)Basic file operationsQuality Checks for BSRNdata
![Page 8: Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction to the BSRN Toolbox Provided by WRMC to station scientists, data users and data](https://reader033.fdocuments.net/reader033/viewer/2022060420/5f17300845327537523fb295/html5/thumbnails/8.jpg)
QC offered byBSRN Toolbox
H. Schmithusen
Outline
Intro BSRNToolbox
Quality Checks
Quality Codes
Usage Demo
Introduction to the BSRN Toolbox
Provided by WRMC to station scientists, data users and datacurators
Open source (licensed under GPL)
Main features:
Download manager forStationToArchive filesFormat converter(StationToArchive,Pangaea)
Basic file operationsQuality Checks for BSRNdata
![Page 9: Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction to the BSRN Toolbox Provided by WRMC to station scientists, data users and data](https://reader033.fdocuments.net/reader033/viewer/2022060420/5f17300845327537523fb295/html5/thumbnails/9.jpg)
QC offered byBSRN Toolbox
H. Schmithusen
Outline
Intro BSRNToolbox
Quality Checks
Quality Codes
Usage Demo
Introduction to the BSRN Toolbox
Provided by WRMC to station scientists, data users and datacurators
Open source (licensed under GPL)
Main features:
Download manager forStationToArchive filesFormat converter(StationToArchive,Pangaea)Basic file operations
Quality Checks for BSRNdata
![Page 10: Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction to the BSRN Toolbox Provided by WRMC to station scientists, data users and data](https://reader033.fdocuments.net/reader033/viewer/2022060420/5f17300845327537523fb295/html5/thumbnails/10.jpg)
QC offered byBSRN Toolbox
H. Schmithusen
Outline
Intro BSRNToolbox
Quality Checks
Quality Codes
Usage Demo
Introduction to the BSRN Toolbox
Provided by WRMC to station scientists, data users and datacurators
Open source (licensed under GPL)
Main features:
Download manager forStationToArchive filesFormat converter(StationToArchive,Pangaea)Basic file operationsQuality Checks for BSRNdata
![Page 11: Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction to the BSRN Toolbox Provided by WRMC to station scientists, data users and data](https://reader033.fdocuments.net/reader033/viewer/2022060420/5f17300845327537523fb295/html5/thumbnails/11.jpg)
QC offered byBSRN Toolbox
H. Schmithusen
Outline
Intro BSRNToolbox
Quality Checks
PhysicallyPossible Limits
Extremely RareLimits
Comparisons
Quality Codes
Usage Demo
1 Introduction to the BSRN Toolbox
2 Applied Quality ChecksPhysically Possible LimitsExtremely Rare LimitsComparisons
3 Produced Quality Codes
4 Usage Demonstration of Quality Check Feature
![Page 12: Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction to the BSRN Toolbox Provided by WRMC to station scientists, data users and data](https://reader033.fdocuments.net/reader033/viewer/2022060420/5f17300845327537523fb295/html5/thumbnails/12.jpg)
QC offered byBSRN Toolbox
H. Schmithusen
Outline
Intro BSRNToolbox
Quality Checks
PhysicallyPossible Limits
Extremely RareLimits
Comparisons
Quality Codes
Usage Demo
Applied Quality Checks
Current version of BSRN Toolbox provides one set of quality checks:
C. N. Long and E. G. Dutton:
BSRN Global Network recommended QC tests, V2.0
Physically possible limit tests
Extremely rare limit tests
Intercomparisons between different parameter
![Page 13: Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction to the BSRN Toolbox Provided by WRMC to station scientists, data users and data](https://reader033.fdocuments.net/reader033/viewer/2022060420/5f17300845327537523fb295/html5/thumbnails/13.jpg)
QC offered byBSRN Toolbox
H. Schmithusen
Outline
Intro BSRNToolbox
Quality Checks
PhysicallyPossible Limits
Extremely RareLimits
Comparisons
Quality Codes
Usage Demo
Physically Possible Limits
Theses parameter are checked forphysically possible values:
SW downwards
SW diffuse
SW direct normal
SW upwards
LW downwards
LW upwards
![Page 14: Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction to the BSRN Toolbox Provided by WRMC to station scientists, data users and data](https://reader033.fdocuments.net/reader033/viewer/2022060420/5f17300845327537523fb295/html5/thumbnails/14.jpg)
QC offered byBSRN Toolbox
H. Schmithusen
Outline
Intro BSRNToolbox
Quality Checks
PhysicallyPossible Limits
Extremely RareLimits
Comparisons
Quality Codes
Usage Demo
Physically Possible Limits
Theses parameter are checked forphysically possible values:
SW downwards
SW diffuse
SW direct normal
SW upwards
LW downwards
LW upwards
UTC[W
m−
2]
SWD
00 03 06 09 12 15 18 21 00
0
500
1000
1500
Max: 1.5 Sa · cos(SZA)1.2 + 100 Wm2
Min: −4 Wm2
![Page 15: Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction to the BSRN Toolbox Provided by WRMC to station scientists, data users and data](https://reader033.fdocuments.net/reader033/viewer/2022060420/5f17300845327537523fb295/html5/thumbnails/15.jpg)
QC offered byBSRN Toolbox
H. Schmithusen
Outline
Intro BSRNToolbox
Quality Checks
PhysicallyPossible Limits
Extremely RareLimits
Comparisons
Quality Codes
Usage Demo
Physically Possible Limits
Theses parameter are checked forphysically possible values:
SW downwards
SW diffuse
SW direct normal
SW upwards
LW downwards
LW upwards
UTC[W
m−
2]
DIF
00 03 06 09 12 15 18 21 00
0
500
1000
1500
Max: 0.95 Sa · cos(SZA)1.2 + 50 Wm2
Min: −4 Wm2
![Page 16: Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction to the BSRN Toolbox Provided by WRMC to station scientists, data users and data](https://reader033.fdocuments.net/reader033/viewer/2022060420/5f17300845327537523fb295/html5/thumbnails/16.jpg)
QC offered byBSRN Toolbox
H. Schmithusen
Outline
Intro BSRNToolbox
Quality Checks
PhysicallyPossible Limits
Extremely RareLimits
Comparisons
Quality Codes
Usage Demo
Physically Possible Limits
Theses parameter are checked forphysically possible values:
SW downwards
SW diffuse
SW direct normal
SW upwards
LW downwards
LW upwards
UTC[W
m−
2]
DIR
00 03 06 09 12 15 18 21 00
0
500
1000
1500
Max: SaMin: −4 W
m2
![Page 17: Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction to the BSRN Toolbox Provided by WRMC to station scientists, data users and data](https://reader033.fdocuments.net/reader033/viewer/2022060420/5f17300845327537523fb295/html5/thumbnails/17.jpg)
QC offered byBSRN Toolbox
H. Schmithusen
Outline
Intro BSRNToolbox
Quality Checks
PhysicallyPossible Limits
Extremely RareLimits
Comparisons
Quality Codes
Usage Demo
Physically Possible Limits
Theses parameter are checked forphysically possible values:
SW downwards
SW diffuse
SW direct normal
SW upwards
LW downwards
LW upwards
UTC[W
m−
2]
SWU
00 03 06 09 12 15 18 21 00
0
500
1000
1500
Max: 1.2 Sa · cos(SZA)1.2 + 50 Wm2
Min: −4 Wm2
![Page 18: Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction to the BSRN Toolbox Provided by WRMC to station scientists, data users and data](https://reader033.fdocuments.net/reader033/viewer/2022060420/5f17300845327537523fb295/html5/thumbnails/18.jpg)
QC offered byBSRN Toolbox
H. Schmithusen
Outline
Intro BSRNToolbox
Quality Checks
PhysicallyPossible Limits
Extremely RareLimits
Comparisons
Quality Codes
Usage Demo
Physically Possible Limits
Theses parameter are checked forphysically possible values:
SW downwards
SW diffuse
SW direct normal
SW upwards
LW downwards
LW upwards
UTC[W
m−
2]
LWU
00 03 06 09 12 15 18 21 00
0
500
1000
1500
Max: 700 Wm2
Min: 40 Wm2
![Page 19: Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction to the BSRN Toolbox Provided by WRMC to station scientists, data users and data](https://reader033.fdocuments.net/reader033/viewer/2022060420/5f17300845327537523fb295/html5/thumbnails/19.jpg)
QC offered byBSRN Toolbox
H. Schmithusen
Outline
Intro BSRNToolbox
Quality Checks
PhysicallyPossible Limits
Extremely RareLimits
Comparisons
Quality Codes
Usage Demo
Physically Possible Limits
Theses parameter are checked forphysically possible values:
SW downwards
SW diffuse
SW direct normal
SW upwards
LW downwards
LW upwards
UTC[W
m−
2]
LWD
00 03 06 09 12 15 18 21 00
0
500
1000
1500
Max: 900 Wm2
Min: 40 Wm2
![Page 20: Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction to the BSRN Toolbox Provided by WRMC to station scientists, data users and data](https://reader033.fdocuments.net/reader033/viewer/2022060420/5f17300845327537523fb295/html5/thumbnails/20.jpg)
QC offered byBSRN Toolbox
H. Schmithusen
Outline
Intro BSRNToolbox
Quality Checks
PhysicallyPossible Limits
Extremely RareLimits
Comparisons
Quality Codes
Usage Demo
Extremely Rare Limits
Theses parameter are checked forextremely rare values:
SW downwards
SW diffuse
SW direct normal
SW upwards
LW downwards
LW upwards
![Page 21: Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction to the BSRN Toolbox Provided by WRMC to station scientists, data users and data](https://reader033.fdocuments.net/reader033/viewer/2022060420/5f17300845327537523fb295/html5/thumbnails/21.jpg)
QC offered byBSRN Toolbox
H. Schmithusen
Outline
Intro BSRNToolbox
Quality Checks
PhysicallyPossible Limits
Extremely RareLimits
Comparisons
Quality Codes
Usage Demo
Extremely Rare Limits
Theses parameter are checked forextremely rare values:
SW downwards
SW diffuse
SW direct normal
SW upwards
LW downwards
LW upwards
UTC[W
m−
2]
SWD
00 03 06 09 12 15 18 21 00
0
500
1000
1500
Max: 1.2 Sa · cos(SZA)1.2 + 50 Wm2
Min: −2 Wm2
![Page 22: Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction to the BSRN Toolbox Provided by WRMC to station scientists, data users and data](https://reader033.fdocuments.net/reader033/viewer/2022060420/5f17300845327537523fb295/html5/thumbnails/22.jpg)
QC offered byBSRN Toolbox
H. Schmithusen
Outline
Intro BSRNToolbox
Quality Checks
PhysicallyPossible Limits
Extremely RareLimits
Comparisons
Quality Codes
Usage Demo
Extremely Rare Limits
Theses parameter are checked forextremely rare values:
SW downwards
SW diffuse
SW direct normal
SW upwards
LW downwards
LW upwards
UTC[W
m−
2]
DIF
00 03 06 09 12 15 18 21 00
0
500
1000
1500
Max: 0.75 Sa · cos(SZA)1.2 + 30 Wm2
Min: −2 Wm2
![Page 23: Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction to the BSRN Toolbox Provided by WRMC to station scientists, data users and data](https://reader033.fdocuments.net/reader033/viewer/2022060420/5f17300845327537523fb295/html5/thumbnails/23.jpg)
QC offered byBSRN Toolbox
H. Schmithusen
Outline
Intro BSRNToolbox
Quality Checks
PhysicallyPossible Limits
Extremely RareLimits
Comparisons
Quality Codes
Usage Demo
Extremely Rare Limits
Theses parameter are checked forextremely rare values:
SW downwards
SW diffuse
SW direct normal
SW upwards
LW downwards
LW upwards
UTC[W
m−
2]
DIR
00 03 06 09 12 15 18 21 00
0
500
1000
1500
Max: 0.95 Sa · cos(SZA)0.2 + 10 Wm2
Min: −2 Wm2
![Page 24: Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction to the BSRN Toolbox Provided by WRMC to station scientists, data users and data](https://reader033.fdocuments.net/reader033/viewer/2022060420/5f17300845327537523fb295/html5/thumbnails/24.jpg)
QC offered byBSRN Toolbox
H. Schmithusen
Outline
Intro BSRNToolbox
Quality Checks
PhysicallyPossible Limits
Extremely RareLimits
Comparisons
Quality Codes
Usage Demo
Extremely Rare Limits
Theses parameter are checked forextremely rare values:
SW downwards
SW diffuse
SW direct normal
SW upwards
LW downwards
LW upwards
UTC[W
m−
2]
SWU
00 03 06 09 12 15 18 21 00
0
500
1000
1500
Max: Sa · cos(SZA)1.2 + 50 Wm2
Min: −2 Wm2
![Page 25: Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction to the BSRN Toolbox Provided by WRMC to station scientists, data users and data](https://reader033.fdocuments.net/reader033/viewer/2022060420/5f17300845327537523fb295/html5/thumbnails/25.jpg)
QC offered byBSRN Toolbox
H. Schmithusen
Outline
Intro BSRNToolbox
Quality Checks
PhysicallyPossible Limits
Extremely RareLimits
Comparisons
Quality Codes
Usage Demo
Extremely Rare Limits
Theses parameter are checked forextremely rare values:
SW downwards
SW diffuse
SW direct normal
SW upwards
LW downwards
LW upwards
UTC[W
m−
2]
LWU
00 03 06 09 12 15 18 21 00
0
500
1000
1500
Max: 500 Wm2
Min: 60 Wm2
![Page 26: Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction to the BSRN Toolbox Provided by WRMC to station scientists, data users and data](https://reader033.fdocuments.net/reader033/viewer/2022060420/5f17300845327537523fb295/html5/thumbnails/26.jpg)
QC offered byBSRN Toolbox
H. Schmithusen
Outline
Intro BSRNToolbox
Quality Checks
PhysicallyPossible Limits
Extremely RareLimits
Comparisons
Quality Codes
Usage Demo
Extremely Rare Limits
Theses parameter are checked forextremely rare values:
SW downwards
SW diffuse
SW direct normal
SW upwards
LW downwards
LW upwards
UTC[W
m−
2]
LWD
00 03 06 09 12 15 18 21 00
0
500
1000
1500
Max: 700 Wm2
Min: 60 Wm2
![Page 27: Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction to the BSRN Toolbox Provided by WRMC to station scientists, data users and data](https://reader033.fdocuments.net/reader033/viewer/2022060420/5f17300845327537523fb295/html5/thumbnails/27.jpg)
QC offered byBSRN Toolbox
H. Schmithusen
Outline
Intro BSRNToolbox
Quality Checks
PhysicallyPossible Limits
Extremely RareLimits
Comparisons
Quality Codes
Usage Demo
Comparisons
Comparisons are done for thefollowing parameter:
SWD vs. DIF + DIR
SWD vs. DIF
SWU vs. DIF + DIR
LWD vs. T2
LWU vs. T2
LWD vs. LWU
![Page 28: Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction to the BSRN Toolbox Provided by WRMC to station scientists, data users and data](https://reader033.fdocuments.net/reader033/viewer/2022060420/5f17300845327537523fb295/html5/thumbnails/28.jpg)
QC offered byBSRN Toolbox
H. Schmithusen
Outline
Intro BSRNToolbox
Quality Checks
PhysicallyPossible Limits
Extremely RareLimits
Comparisons
Quality Codes
Usage Demo
Comparisons
Comparisons are done for thefollowing parameter:
SWD vs. DIF + DIR
SWD vs. DIF
SWU vs. DIF + DIR
LWD vs. T2
LWU vs. T2
LWD vs. LWU
UTC
[W m
−2]
SWD vs. DIF+DIR
00 03 06 09 12 15 18 21 00
0
200
400
600
800
1000
1200
![Page 29: Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction to the BSRN Toolbox Provided by WRMC to station scientists, data users and data](https://reader033.fdocuments.net/reader033/viewer/2022060420/5f17300845327537523fb295/html5/thumbnails/29.jpg)
QC offered byBSRN Toolbox
H. Schmithusen
Outline
Intro BSRNToolbox
Quality Checks
PhysicallyPossible Limits
Extremely RareLimits
Comparisons
Quality Codes
Usage Demo
Comparisons
Comparisons are done for thefollowing parameter:
SWD vs. DIF + DIR
SWD vs. DIF
SWU vs. DIF + DIR
LWD vs. T2
LWU vs. T2
LWD vs. LWU
UTC
[W m
−2]
SWD vs. DIF
00 03 06 09 12 15 18 21 00
0
200
400
600
800
1000
1200
![Page 30: Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction to the BSRN Toolbox Provided by WRMC to station scientists, data users and data](https://reader033.fdocuments.net/reader033/viewer/2022060420/5f17300845327537523fb295/html5/thumbnails/30.jpg)
QC offered byBSRN Toolbox
H. Schmithusen
Outline
Intro BSRNToolbox
Quality Checks
PhysicallyPossible Limits
Extremely RareLimits
Comparisons
Quality Codes
Usage Demo
Comparisons
Comparisons are done for thefollowing parameter:
SWD vs. DIF + DIR
SWD vs. DIF
SWU vs. DIF + DIR
LWD vs. T2
LWU vs. T2
LWD vs. LWU
UTC
[W m
−2]
SWU vs. DIF+DIR
00 03 06 09 12 15 18 21 00
0
200
400
600
800
1000
1200
![Page 31: Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction to the BSRN Toolbox Provided by WRMC to station scientists, data users and data](https://reader033.fdocuments.net/reader033/viewer/2022060420/5f17300845327537523fb295/html5/thumbnails/31.jpg)
QC offered byBSRN Toolbox
H. Schmithusen
Outline
Intro BSRNToolbox
Quality Checks
PhysicallyPossible Limits
Extremely RareLimits
Comparisons
Quality Codes
Usage Demo
Comparisons
Comparisons are done for thefollowing parameter:
SWD vs. DIF + DIR
SWD vs. DIF
SWU vs. DIF + DIR
LWD vs. T2
LWU vs. T2
LWD vs. LWU
UTC
[W m
−2]
LWD vs. T2
00 03 06 09 12 15 18 21 00
0
200
400
600
800
1000
1200
![Page 32: Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction to the BSRN Toolbox Provided by WRMC to station scientists, data users and data](https://reader033.fdocuments.net/reader033/viewer/2022060420/5f17300845327537523fb295/html5/thumbnails/32.jpg)
QC offered byBSRN Toolbox
H. Schmithusen
Outline
Intro BSRNToolbox
Quality Checks
PhysicallyPossible Limits
Extremely RareLimits
Comparisons
Quality Codes
Usage Demo
Comparisons
Comparisons are done for thefollowing parameter:
SWD vs. DIF + DIR
SWD vs. DIF
SWU vs. DIF + DIR
LWD vs. T2
LWU vs. T2
LWD vs. LWU
UTC
[W m
−2]
LWU vs. T2
00 03 06 09 12 15 18 21 00
0
200
400
600
800
1000
1200
![Page 33: Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction to the BSRN Toolbox Provided by WRMC to station scientists, data users and data](https://reader033.fdocuments.net/reader033/viewer/2022060420/5f17300845327537523fb295/html5/thumbnails/33.jpg)
QC offered byBSRN Toolbox
H. Schmithusen
Outline
Intro BSRNToolbox
Quality Checks
PhysicallyPossible Limits
Extremely RareLimits
Comparisons
Quality Codes
Usage Demo
Comparisons
Comparisons are done for thefollowing parameter:
SWD vs. DIF + DIR
SWD vs. DIF
SWU vs. DIF + DIR
LWD vs. T2
LWU vs. T2
LWD vs. LWU
UTC
[W m
−2]
LWD vs. LWU
00 03 06 09 12 15 18 21 00
0
200
400
600
800
1000
1200
LWD
![Page 34: Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction to the BSRN Toolbox Provided by WRMC to station scientists, data users and data](https://reader033.fdocuments.net/reader033/viewer/2022060420/5f17300845327537523fb295/html5/thumbnails/34.jpg)
QC offered byBSRN Toolbox
H. Schmithusen
Outline
Intro BSRNToolbox
Quality Checks
Quality Codes
Usage Demo
1 Introduction to the BSRN Toolbox
2 Applied Quality Checks
3 Produced Quality Codes
4 Usage Demonstration of Quality Check Feature
![Page 35: Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction to the BSRN Toolbox Provided by WRMC to station scientists, data users and data](https://reader033.fdocuments.net/reader033/viewer/2022060420/5f17300845327537523fb295/html5/thumbnails/35.jpg)
QC offered byBSRN Toolbox
H. Schmithusen
Outline
Intro BSRNToolbox
Quality Checks
Quality Codes
Usage Demo
Produced Quality Codes
One QC per measured value
Designed as 6-bit array (decimal numbers 0 − 63)
2 bits per
physical possible limitsextremely rare limitscomparisons
extendable for additional future checks
![Page 36: Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction to the BSRN Toolbox Provided by WRMC to station scientists, data users and data](https://reader033.fdocuments.net/reader033/viewer/2022060420/5f17300845327537523fb295/html5/thumbnails/36.jpg)
QC offered byBSRN Toolbox
H. Schmithusen
Outline
Intro BSRNToolbox
Quality Checks
Quality Codes
Usage Demo
Produced Quality Codes
abov
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mea
sure
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mpa
red
mea
sure
men
t
abov
eex
trem
ely
rare
limit
belo
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trem
ely
rare
limit
abov
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poss
ible
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ysic
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ible
limit
bit position 5 4 3 2 1 0decimal value 32 16 8 4 2 1
Examples
SWD = 9990 Wm2 0 0 1 0 1 0 = 10
LWD = 350 Wm2 1 0 0 0 0 0 = 32
LWU = 300 Wm2 0 1 0 0 0 0 = 16
![Page 37: Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction to the BSRN Toolbox Provided by WRMC to station scientists, data users and data](https://reader033.fdocuments.net/reader033/viewer/2022060420/5f17300845327537523fb295/html5/thumbnails/37.jpg)
QC offered byBSRN Toolbox
H. Schmithusen
Outline
Intro BSRNToolbox
Quality Checks
Quality Codes
Usage Demo
Produced Quality Codes
abov
eco
mpa
red
mea
sure
men
t
belo
wco
mpa
red
mea
sure
men
t
abov
eex
trem
ely
rare
limit
belo
wex
trem
ely
rare
limit
abov
eph
ysic
ally
poss
ible
limit
belo
wph
ysic
ally
poss
ible
limit
bit position 5 4 3 2 1 0decimal value 32 16 8 4 2 1
ExamplesSWD = 9990 W
m2
0 0 1 0 1 0 = 10LWD = 350 W
m2 1 0 0 0 0 0 = 32LWU = 300 W
m2 0 1 0 0 0 0 = 16
![Page 38: Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction to the BSRN Toolbox Provided by WRMC to station scientists, data users and data](https://reader033.fdocuments.net/reader033/viewer/2022060420/5f17300845327537523fb295/html5/thumbnails/38.jpg)
QC offered byBSRN Toolbox
H. Schmithusen
Outline
Intro BSRNToolbox
Quality Checks
Quality Codes
Usage Demo
Produced Quality Codes
abov
eco
mpa
red
mea
sure
men
t
belo
wco
mpa
red
mea
sure
men
t
abov
eex
trem
ely
rare
limit
belo
wex
trem
ely
rare
limit
abov
eph
ysic
ally
poss
ible
limit
belo
wph
ysic
ally
poss
ible
limit
bit position 5 4 3 2 1 0decimal value 32 16 8 4 2 1
ExamplesSWD = 9990 W
m2 0 0 1 0 1 0 = 10
LWD = 350 Wm2 1 0 0 0 0 0 = 32
LWU = 300 Wm2 0 1 0 0 0 0 = 16
![Page 39: Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction to the BSRN Toolbox Provided by WRMC to station scientists, data users and data](https://reader033.fdocuments.net/reader033/viewer/2022060420/5f17300845327537523fb295/html5/thumbnails/39.jpg)
QC offered byBSRN Toolbox
H. Schmithusen
Outline
Intro BSRNToolbox
Quality Checks
Quality Codes
Usage Demo
Produced Quality Codes
abov
eco
mpa
red
mea
sure
men
t
belo
wco
mpa
red
mea
sure
men
t
abov
eex
trem
ely
rare
limit
belo
wex
trem
ely
rare
limit
abov
eph
ysic
ally
poss
ible
limit
belo
wph
ysic
ally
poss
ible
limit
bit position 5 4 3 2 1 0decimal value 32 16 8 4 2 1
ExamplesSWD = 9990 W
m2 0 0 1 0 1 0 = 10LWD = 350 W
m2
1 0 0 0 0 0 = 32
LWU = 300 Wm2
0 1 0 0 0 0 = 16
![Page 40: Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction to the BSRN Toolbox Provided by WRMC to station scientists, data users and data](https://reader033.fdocuments.net/reader033/viewer/2022060420/5f17300845327537523fb295/html5/thumbnails/40.jpg)
QC offered byBSRN Toolbox
H. Schmithusen
Outline
Intro BSRNToolbox
Quality Checks
Quality Codes
Usage Demo
Produced Quality Codes
abov
eco
mpa
red
mea
sure
men
t
belo
wco
mpa
red
mea
sure
men
t
abov
eex
trem
ely
rare
limit
belo
wex
trem
ely
rare
limit
abov
eph
ysic
ally
poss
ible
limit
belo
wph
ysic
ally
poss
ible
limit
bit position 5 4 3 2 1 0decimal value 32 16 8 4 2 1
ExamplesSWD = 9990 W
m2 0 0 1 0 1 0 = 10LWD = 350 W
m2 1 0 0 0 0 0 = 32LWU = 300 W
m2 0 1 0 0 0 0 = 16
![Page 41: Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction to the BSRN Toolbox Provided by WRMC to station scientists, data users and data](https://reader033.fdocuments.net/reader033/viewer/2022060420/5f17300845327537523fb295/html5/thumbnails/41.jpg)
QC offered byBSRN Toolbox
H. Schmithusen
Outline
Intro BSRNToolbox
Quality Checks
Quality Codes
Usage Demo
Input Data
Output Data
ConfigurationDialogue
Visualisation
1 Introduction to the BSRN Toolbox
2 Applied Quality Checks
3 Produced Quality Codes
4 Usage Demonstration of Quality Check FeatureInput DataOutput DataConfiguration DialogueVisualisation
![Page 42: Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction to the BSRN Toolbox Provided by WRMC to station scientists, data users and data](https://reader033.fdocuments.net/reader033/viewer/2022060420/5f17300845327537523fb295/html5/thumbnails/42.jpg)
QC offered byBSRN Toolbox
H. Schmithusen
Outline
Intro BSRNToolbox
Quality Checks
Quality Codes
Usage Demo
Input Data
Output Data
ConfigurationDialogue
Visualisation
Input Data
Various input formats are supported:
Pangaea files as downloaded from www.pangaea.de
Output from Pangaea’s Data Warehouse
TAB-delimited tables as produced by the format converter
StationToArchive files need to be converted first
![Page 43: Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction to the BSRN Toolbox Provided by WRMC to station scientists, data users and data](https://reader033.fdocuments.net/reader033/viewer/2022060420/5f17300845327537523fb295/html5/thumbnails/43.jpg)
QC offered byBSRN Toolbox
H. Schmithusen
Outline
Intro BSRNToolbox
Quality Checks
Quality Codes
Usage Demo
Input Data
Output Data
ConfigurationDialogue
Visualisation
Input Data
Various input formats are supported:
Pangaea files as downloaded from www.pangaea.de
Output from Pangaea’s Data Warehouse
TAB-delimited tables as produced by the format converter
StationToArchive files need to be converted first
![Page 44: Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction to the BSRN Toolbox Provided by WRMC to station scientists, data users and data](https://reader033.fdocuments.net/reader033/viewer/2022060420/5f17300845327537523fb295/html5/thumbnails/44.jpg)
QC offered byBSRN Toolbox
H. Schmithusen
Outline
Intro BSRNToolbox
Quality Checks
Quality Codes
Usage Demo
Input Data
Output Data
ConfigurationDialogue
Visualisation
Input Data
Various input formats are supported:
Pangaea files as downloaded from www.pangaea.de
Output from Pangaea’s Data Warehouse
TAB-delimited tables as produced by the format converter
StationToArchive files need to be converted first
![Page 45: Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction to the BSRN Toolbox Provided by WRMC to station scientists, data users and data](https://reader033.fdocuments.net/reader033/viewer/2022060420/5f17300845327537523fb295/html5/thumbnails/45.jpg)
QC offered byBSRN Toolbox
H. Schmithusen
Outline
Intro BSRNToolbox
Quality Checks
Quality Codes
Usage Demo
Input Data
Output Data
ConfigurationDialogue
Visualisation
Input Data
Various input formats are supported:
Pangaea files as downloaded from www.pangaea.de
Output from Pangaea’s Data Warehouse
TAB-delimited tables as produced by the format converter
StationToArchive files need to be converted first
![Page 46: Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction to the BSRN Toolbox Provided by WRMC to station scientists, data users and data](https://reader033.fdocuments.net/reader033/viewer/2022060420/5f17300845327537523fb295/html5/thumbnails/46.jpg)
QC offered byBSRN Toolbox
H. Schmithusen
Outline
Intro BSRNToolbox
Quality Checks
Quality Codes
Usage Demo
Input Data
Output Data
ConfigurationDialogue
Visualisation
Output Data
Format of output files is Pangaea format
Available output:
Quality codesAuxiliary data (astronomical parameter, DIF+DIR)Original data set with flagged values removed
![Page 47: Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction to the BSRN Toolbox Provided by WRMC to station scientists, data users and data](https://reader033.fdocuments.net/reader033/viewer/2022060420/5f17300845327537523fb295/html5/thumbnails/47.jpg)
QC offered byBSRN Toolbox
H. Schmithusen
Outline
Intro BSRNToolbox
Quality Checks
Quality Codes
Usage Demo
Input Data
Output Data
ConfigurationDialogue
Visualisation
Output Data
Format of output files is Pangaea format
Available output:
Quality codesAuxiliary data (astronomical parameter, DIF+DIR)Original data set with flagged values removed
![Page 48: Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction to the BSRN Toolbox Provided by WRMC to station scientists, data users and data](https://reader033.fdocuments.net/reader033/viewer/2022060420/5f17300845327537523fb295/html5/thumbnails/48.jpg)
QC offered byBSRN Toolbox
H. Schmithusen
Outline
Intro BSRNToolbox
Quality Checks
Quality Codes
Usage Demo
Input Data
Output Data
ConfigurationDialogue
Visualisation
Output Data
Format of output files is Pangaea format
Available output:
Quality codes
Auxiliary data (astronomical parameter, DIF+DIR)Original data set with flagged values removed
![Page 49: Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction to the BSRN Toolbox Provided by WRMC to station scientists, data users and data](https://reader033.fdocuments.net/reader033/viewer/2022060420/5f17300845327537523fb295/html5/thumbnails/49.jpg)
QC offered byBSRN Toolbox
H. Schmithusen
Outline
Intro BSRNToolbox
Quality Checks
Quality Codes
Usage Demo
Input Data
Output Data
ConfigurationDialogue
Visualisation
Output Data
Format of output files is Pangaea format
Available output:
Quality codesAuxiliary data (astronomical parameter, DIF+DIR)
Original data set with flagged values removed
![Page 50: Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction to the BSRN Toolbox Provided by WRMC to station scientists, data users and data](https://reader033.fdocuments.net/reader033/viewer/2022060420/5f17300845327537523fb295/html5/thumbnails/50.jpg)
QC offered byBSRN Toolbox
H. Schmithusen
Outline
Intro BSRNToolbox
Quality Checks
Quality Codes
Usage Demo
Input Data
Output Data
ConfigurationDialogue
Visualisation
Output Data
Format of output files is Pangaea format
Available output:
Quality codesAuxiliary data (astronomical parameter, DIF+DIR)Original data set with flagged values removed
![Page 51: Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction to the BSRN Toolbox Provided by WRMC to station scientists, data users and data](https://reader033.fdocuments.net/reader033/viewer/2022060420/5f17300845327537523fb295/html5/thumbnails/51.jpg)
QC offered byBSRN Toolbox
H. Schmithusen
Outline
Intro BSRNToolbox
Quality Checks
Quality Codes
Usage Demo
Input Data
Output Data
ConfigurationDialogue
Visualisation
Output Data
Format of output files is Pangaea format
Available output:
Quality codesAuxiliary data (astronomical parameter, DIF+DIR)Original data set with flagged values removed
![Page 52: Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction to the BSRN Toolbox Provided by WRMC to station scientists, data users and data](https://reader033.fdocuments.net/reader033/viewer/2022060420/5f17300845327537523fb295/html5/thumbnails/52.jpg)
QC offered byBSRN Toolbox
H. Schmithusen
Outline
Intro BSRNToolbox
Quality Checks
Quality Codes
Usage Demo
Input Data
Output Data
ConfigurationDialogue
Visualisation
Configuration Dialogue
![Page 53: Alfred Wegener Institute · Intro BSRN Toolbox Quality Checks Quality Codes Usage Demo Introduction to the BSRN Toolbox Provided by WRMC to station scientists, data users and data](https://reader033.fdocuments.net/reader033/viewer/2022060420/5f17300845327537523fb295/html5/thumbnails/53.jpg)
QC offered byBSRN Toolbox
H. Schmithusen
Outline
Intro BSRNToolbox
Quality Checks
Quality Codes
Usage Demo
Input Data
Output Data
ConfigurationDialogue
Visualisation
Visualisation