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Franke, Kiara; Matthes, Lisa C; Graiff, Angelika; Karsten, Ulf; Bartsch, Inka (2023): Net primary production of Laminaria hyperborea along the vertical depth profile based on different diffuse attenuation coefficients [dataset]. PANGAEA, https://doi.org/10.1594/PANGAEA.959608, In: Franke, K et al. (2023): Dataset for estimating the photosynthetic oxygen production of Laminaria hyperborea off the island of Helgoland in summer 2014 [dataset bundled publication]. PANGAEA, https://doi.org/10.1594/PANGAEA.958950

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Published: 2023-06-15 • DOI registered: 2023-07-14

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Abstract:
Over the whole water column, daily diffuse attenuation coefficient (Kd in 1/m) values are based on in situ photosynthetically active radiation (PAR) measurements performed in different depths (1.2, 2.9, 4.4, 6.6 m) during summer 2014. PAR for the algae collection depths is calculated based on daily Kd values. Daily net primary production (NPP in g C/m² seafloor/day) for each sampling depth is calculated with in situ vertical profiles based on daily Kd, leaf area index (Pehlke and Bartsch, 2008) and a photosynthetic quotient (PQ) of 1.18 (Miller III et al. 2009). For comparative purposes, daily NPP values were also calculated using the measured maximum and minimum daily Kd and the mean Kd, which were derived from all daily Kd over the entire sampling period.
Keyword(s):
blade gradient; Chlorophyll a; depth gradient; diffuse attenuation coefficient; dry mass/area ratio; Fv/Fm; Helgoland; in situ PAR; Kelp; net primary production; oxygen evolution; photoacclimation; Photosynthesis versus irradiance curves; Primary production
Supplement to:
Franke, Kiara; Matthes, Lisa C; Graiff, Angelika; Karsten, Ulf; Bartsch, Inka (2023): The challenge of estimating kelp production in a turbid marine environment. Journal of Phycology, jpy.13327, https://doi.org/10.1111/jpy.13327
Related to:
Miller, Harlan L III; Neale, Patrick J; Dunton, Kenneth H (2009): Biological weighting functions for UV inhibition of photosynthesis in kelp Laminaria hyperborea (Phaeophyceae). Journal of Phycology, 45(3), 571-584, https://doi.org/10.1111/j.1529-8817.2009.00694.x
Pehlke, Constanze; Bartsch, Inka (2008): Changes in depth distribution and biomass of sublittoral seaweeds at Helgoland (North Sea) between 1970 and 2005. Climate Research, 37, 135-147, https://doi.org/10.3354/cr00767
Funding:
Deutsche Forschungsgemeinschaft, Bonn (DFG), grant/award no. 407670545: Seasonal kelp primary production at a rocky shore site: Integrating physiology and biochemistry into ecological modelling
Coverage:
Median Latitude: 54.193043 * Median Longitude: 7.878357 * South-bound Latitude: 54.192530 * West-bound Longitude: 7.877530 * North-bound Latitude: 54.193700 * East-bound Longitude: 7.879000
Date/Time Start: 2014-07-18T00:00:00 * Date/Time End: 2014-09-11T00:00:00
Minimum DEPTH, water: 0.5 m * Maximum DEPTH, water: 6.0 m
Event(s):
Helgoland_2014_1 * Latitude: 54.192530 * Longitude: 7.879000 * Date/Time Start: 2014-07-17T17:15:00 * Date/Time End: 2014-09-12T11:30:00 * Elevation: -1.2 m * Location: off Helgoland, North Sea * Campaign: Helgoland__Campaign * Basis: Marine Station Helgoland * Method/Device: Underwater quantum sensor (UQS)
Helgoland_2014_2 * Latitude: 54.192970 * Longitude: 7.878450 * Date/Time Start: 2014-07-17T17:15:00 * Date/Time End: 2014-09-12T11:30:00 * Elevation: -2.9 m * Location: off Helgoland, North Sea * Campaign: Helgoland__Campaign * Basis: Marine Station Helgoland * Method/Device: Underwater quantum sensor (UQS)
Helgoland_2014_3 * Latitude: 54.192970 * Longitude: 7.878450 * Date/Time Start: 2014-07-17T17:15:00 * Date/Time End: 2014-09-12T11:30:00 * Elevation: -4.4 m * Location: off Helgoland, North Sea * Campaign: Helgoland__Campaign * Basis: Marine Station Helgoland * Method/Device: Underwater quantum sensor (UQS)
Comment:
Additional funding was provided by the Postdoctoral fellowship grant of the Fonds de recherche du Québec - Nature et technologies and the Weston Foundation.
Parameter(s):
#NameShort NameUnitPrincipal InvestigatorMethod/DeviceComment
1 DATE/TIMEDate/TimeMatthes, Lisa CGeocode – Date
2 Diffuse attenuation coefficientKd1/mMatthes, Lisa CCalculated, see abstract
3 CommentCommentMatthes, Lisa C
4 DEPTH, waterDepth watermMatthes, Lisa CCalculated, see abstractGeocode
5 Net primary production of carbonNPP Cg/m2/dayMatthes, Lisa CCalculated, see abstract
License:
Creative Commons Attribution 4.0 International (CC-BY-4.0)
Status:
Curation Level: Enhanced curation (CurationLevelC)
Size:
2400 data points

Data

Download dataset as tab-delimited text — use the following character encoding:

1 
Date/Time		2 
Kd [1/m]		3 
Comment		4 
Depth water [m]		5 
NPP C [g/m2/day]
2014-07-180.48daily Kd0.52.93
2014-07-190.42daily Kd0.52.88
2014-07-200.43daily Kd0.52.49
2014-07-210.42daily Kd0.52.44
2014-07-220.44daily Kd0.52.81
2014-07-230.45daily Kd0.52.86
2014-07-250.50daily Kd0.52.91
2014-07-260.52daily Kd0.52.92
2014-07-270.46daily Kd0.52.48
2014-07-280.48daily Kd0.52.89
2014-07-290.51daily Kd0.52.88
2014-07-300.53daily Kd0.52.74
2014-07-310.56daily Kd0.52.63
2014-08-020.34daily Kd0.52.65
2014-08-030.31daily Kd0.52.61
2014-08-040.31daily Kd0.52.70
2014-08-050.32daily Kd0.52.58
2014-08-060.28daily Kd0.52.53
2014-08-070.33daily Kd0.52.33
2014-08-080.31daily Kd0.52.57
2014-08-090.54daily Kd0.52.12
2014-08-100.76daily Kd0.52.22
2014-08-110.87daily Kd0.51.99
2014-08-120.75daily Kd0.52.19
2014-08-130.60daily Kd0.52.51
2014-08-140.44daily Kd0.52.25
2014-08-150.39daily Kd0.52.49
2014-08-160.50daily Kd0.51.74
2014-08-170.54daily Kd0.50.62
2014-08-180.64daily Kd0.51.31
2014-08-190.56daily Kd0.51.17
2014-08-200.54daily Kd0.51.48
2014-08-210.42daily Kd0.51.11
2014-08-220.39daily Kd0.50.75
2014-08-230.38daily Kd0.51.17
2014-08-240.43daily Kd0.51.18
2014-08-290.42daily Kd0.52.07
2014-08-300.49daily Kd0.51.52
2014-08-310.45daily Kd0.51.87
2014-09-010.39daily Kd0.51.62
2014-09-020.40daily Kd0.51.92
2014-09-030.41daily Kd0.51.98
2014-09-040.40daily Kd0.52.13
2014-09-050.35daily Kd0.52.03
2014-09-060.34daily Kd0.52.02
2014-09-070.28daily Kd0.51.30
2014-09-080.47daily Kd0.51.86
2014-09-090.69daily Kd0.51.63
2014-09-100.58daily Kd0.51.92
2014-09-110.41daily Kd0.52.22
2014-07-180.46mean Kd0.52.93
2014-07-190.46mean Kd0.52.89
2014-07-200.46mean Kd0.52.51
2014-07-210.46mean Kd0.52.46
2014-07-220.46mean Kd0.52.81
2014-07-230.46mean Kd0.52.87
2014-07-250.46mean Kd0.52.90
2014-07-260.46mean Kd0.52.91
2014-07-270.46mean Kd0.52.50
2014-07-280.46mean Kd0.52.89
2014-07-290.46mean Kd0.52.87
2014-07-300.46mean Kd0.52.73
2014-07-310.46mean Kd0.52.62
2014-08-020.46mean Kd0.52.67
2014-08-030.46mean Kd0.52.63
2014-08-040.46mean Kd0.52.72
2014-08-050.46mean Kd0.52.61
2014-08-060.46mean Kd0.52.56
2014-08-070.46mean Kd0.52.37
2014-08-080.46mean Kd0.52.60
2014-08-090.46mean Kd0.52.12
2014-08-100.46mean Kd0.52.15
2014-08-110.46mean Kd0.51.82
2014-08-120.46mean Kd0.52.11
2014-08-130.46mean Kd0.52.47
2014-08-140.46mean Kd0.52.26
2014-08-150.46mean Kd0.52.49
2014-08-160.46mean Kd0.51.72
2014-08-170.46mean Kd0.50.58
2014-08-180.46mean Kd0.51.24
2014-08-190.46mean Kd0.51.15
2014-08-200.46mean Kd0.51.45
2014-08-210.46mean Kd0.51.12
2014-08-220.46mean Kd0.50.79
2014-08-230.46mean Kd0.51.21
2014-08-240.46mean Kd0.51.20
2014-08-290.46mean Kd0.52.35
2014-08-300.46mean Kd0.52.09
2014-08-310.46mean Kd0.52.19
2014-09-010.46mean Kd0.51.93
2014-09-020.46mean Kd0.52.11
2014-09-030.46mean Kd0.52.22
2014-09-040.46mean Kd0.52.15
2014-09-050.46mean Kd0.52.05
2014-09-060.46mean Kd0.52.04
2014-09-070.46mean Kd0.51.37
2014-09-080.46mean Kd0.51.89
2014-09-090.46mean Kd0.51.52
2014-09-100.46mean Kd0.51.91
2014-09-110.46mean Kd0.52.22
2014-07-180.28minimum Kd0.52.90
2014-07-190.28minimum Kd0.52.86
2014-07-200.28minimum Kd0.52.47
2014-07-210.28minimum Kd0.52.41
2014-07-220.28minimum Kd0.52.78
2014-07-230.28minimum Kd0.52.84
2014-07-250.28minimum Kd0.52.88
2014-07-260.28minimum Kd0.52.88
2014-07-270.28minimum Kd0.52.47
2014-07-280.28minimum Kd0.52.87
2014-07-290.28minimum Kd0.52.85
2014-07-300.28minimum Kd0.52.71
2014-07-310.28minimum Kd0.52.58
2014-08-020.28minimum Kd0.52.65
2014-08-030.28minimum Kd0.52.60
2014-08-040.28minimum Kd0.52.69
2014-08-050.28minimum Kd0.52.58
2014-08-060.28minimum Kd0.52.53
2014-08-070.28minimum Kd0.52.33
2014-08-080.28minimum Kd0.52.56
2014-08-090.28minimum Kd0.52.08
2014-08-100.28minimum Kd0.52.09
2014-08-110.28minimum Kd0.51.74
2014-08-120.28minimum Kd0.52.06
2014-08-130.28minimum Kd0.52.44
2014-08-140.28minimum Kd0.52.19
2014-08-150.28minimum Kd0.52.46
2014-08-160.28minimum Kd0.51.67
2014-08-170.28minimum Kd0.50.51
2014-08-180.28minimum Kd0.51.19
2014-08-190.28minimum Kd0.51.10
2014-08-200.28minimum Kd0.51.40
2014-08-210.28minimum Kd0.51.05
2014-08-220.28minimum Kd0.50.70
2014-08-230.28minimum Kd0.51.12
2014-08-240.28minimum Kd0.51.09
2014-08-290.28minimum Kd0.52.32
2014-08-300.28minimum Kd0.52.04
2014-08-310.28minimum Kd0.52.15
2014-09-010.28minimum Kd0.51.89
2014-09-020.28minimum Kd0.52.09
2014-09-030.28minimum Kd0.52.20
2014-09-040.28minimum Kd0.52.12
2014-09-050.28minimum Kd0.52.02
2014-09-060.28minimum Kd0.52.01
2014-09-070.28minimum Kd0.51.31
2014-09-080.28minimum Kd0.51.83
2014-09-090.28minimum Kd0.51.42
2014-09-100.28minimum Kd0.51.87
2014-09-110.28minimum Kd0.52.20
2014-07-180.87maximum Kd0.52.98
2014-07-190.87maximum Kd0.52.96
2014-07-200.87maximum Kd0.52.58
2014-07-210.87maximum Kd0.52.56
2014-07-220.87maximum Kd0.52.89
2014-07-230.87maximum Kd0.52.92
2014-07-250.87maximum Kd0.52.94
2014-07-260.87maximum Kd0.52.96
2014-07-270.87maximum Kd0.52.57
2014-07-280.87maximum Kd0.52.93
2014-07-290.87maximum Kd0.52.91
2014-07-300.87maximum Kd0.52.79
2014-07-310.87maximum Kd0.52.68
2014-08-020.87maximum Kd0.52.72
2014-08-030.87maximum Kd0.52.69
2014-08-040.87maximum Kd0.52.77
2014-08-050.87maximum Kd0.52.69
2014-08-060.87maximum Kd0.52.62
2014-08-070.87maximum Kd0.52.45
2014-08-080.87maximum Kd0.52.67
2014-08-090.87maximum Kd0.52.19
2014-08-100.87maximum Kd0.52.25
2014-08-110.87maximum Kd0.51.99
2014-08-120.87maximum Kd0.52.21
2014-08-130.87maximum Kd0.52.54
2014-08-140.87maximum Kd0.52.39
2014-08-150.87maximum Kd0.52.56
2014-08-160.87maximum Kd0.51.82
2014-08-170.87maximum Kd0.50.75
2014-08-180.87maximum Kd0.51.36
2014-08-190.87maximum Kd0.51.25
2014-08-200.87maximum Kd0.51.56
2014-08-210.87maximum Kd0.51.28
2014-08-220.87maximum Kd0.50.97
2014-08-230.87maximum Kd0.51.40
2014-08-240.87maximum Kd0.51.44
2014-08-290.87maximum Kd0.52.39
2014-08-300.87maximum Kd0.52.18
2014-08-310.87maximum Kd0.52.27
2014-09-010.87maximum Kd0.52.02
2014-09-020.87maximum Kd0.52.16
2014-09-030.87maximum Kd0.52.28
2014-09-040.87maximum Kd0.52.21
2014-09-050.87maximum Kd0.52.11
2014-09-060.87maximum Kd0.52.11
2014-09-070.87maximum Kd0.51.49
2014-09-080.87maximum Kd0.52.00
2014-09-090.87maximum Kd0.51.72
2014-09-100.87maximum Kd0.51.98
2014-09-110.87maximum Kd0.52.26
2014-07-180.48daily Kd2.03.52
2014-07-190.42daily Kd2.03.46
2014-07-200.43daily Kd2.02.95
2014-07-210.42daily Kd2.02.85
2014-07-220.44daily Kd2.03.35
2014-07-230.45daily Kd2.03.46
2014-07-250.50daily Kd2.03.50
2014-07-260.52daily Kd2.03.44
2014-07-270.46daily Kd2.02.99
2014-07-280.48daily Kd2.03.54
2014-07-290.51daily Kd2.03.47
2014-07-300.53daily Kd2.03.25
2014-07-310.56daily Kd2.02.95
2014-08-020.34daily Kd2.03.29
2014-08-030.31daily Kd2.03.19
2014-08-040.31daily Kd2.03.30
2014-08-050.32daily Kd2.03.15
2014-08-060.28daily Kd2.03.14
2014-08-070.33daily Kd2.02.84
2014-08-080.31daily Kd2.03.12
2014-08-090.54daily Kd2.02.31
2014-08-100.76daily Kd2.01.87
2014-08-110.87daily Kd2.01.09
2014-08-120.75daily Kd2.01.85
2014-08-130.60daily Kd2.02.79
2014-08-140.44daily Kd2.02.35
2014-08-150.39daily Kd2.02.90
2014-08-160.50daily Kd2.01.77
2014-08-170.54daily Kd2.00.19
2014-08-180.64daily Kd2.01.04
2014-08-190.56daily Kd2.00.98
2014-08-200.54daily Kd2.01.34
2014-08-210.42daily Kd2.00.94
2014-08-220.39daily Kd2.00.52
2014-08-230.38daily Kd2.01.00
2014-08-240.43daily Kd2.00.84
2014-08-290.42daily Kd2.02.21
2014-08-300.49daily Kd2.01.20
2014-08-310.45daily Kd2.02.08
2014-09-010.39daily Kd2.01.84
2014-09-020.40daily Kd2.02.26
2014-09-030.41daily Kd2.02.29
2014-09-040.40daily Kd2.02.57
2014-09-050.35daily Kd2.02.44
2014-09-060.34daily Kd2.02.41
2014-09-070.28daily Kd2.01.48
2014-09-080.47daily Kd2.01.97
2014-09-090.69daily Kd2.00.92
2014-09-100.58daily Kd2.01.94
2014-09-110.41daily Kd2.02.66
2014-07-180.46mean Kd2.03.55
2014-07-190.46mean Kd2.03.43
2014-07-200.46mean Kd2.02.91
2014-07-210.46mean Kd2.02.81
2014-07-220.46mean Kd2.03.32
2014-07-230.46mean Kd2.03.45
2014-07-250.46mean Kd2.03.52
2014-07-260.46mean Kd2.03.48
2014-07-270.46mean Kd2.02.93
2014-07-280.46mean Kd2.03.54
2014-07-290.46mean Kd2.03.50
2014-07-300.46mean Kd2.03.28
2014-07-310.46mean Kd2.03.04
2014-08-020.46mean Kd2.03.23
2014-08-030.46mean Kd2.03.13
2014-08-040.46mean Kd2.03.21
2014-08-050.46mean Kd2.03.05
2014-08-060.46mean Kd2.03.05
2014-08-070.46mean Kd2.02.73
2014-08-080.46mean Kd2.03.02
2014-08-090.46mean Kd2.02.40
2014-08-100.46mean Kd2.02.28
2014-08-110.46mean Kd2.01.70
2014-08-120.46mean Kd2.02.24
2014-08-130.46mean Kd2.02.88
2014-08-140.46mean Kd2.02.32
2014-08-150.46mean Kd2.02.88
2014-08-160.46mean Kd2.01.82
2014-08-170.46mean Kd2.00.27
2014-08-180.46mean Kd2.01.19
2014-08-190.46mean Kd2.01.08
2014-08-200.46mean Kd2.01.42
2014-08-210.46mean Kd2.00.91
2014-08-220.46mean Kd2.00.43
2014-08-230.46mean Kd2.00.90
2014-08-240.46mean Kd2.00.80
2014-08-290.46mean Kd2.02.79
2014-08-300.46mean Kd2.02.23
2014-08-310.46mean Kd2.02.50
2014-09-010.46mean Kd2.02.17
2014-09-020.46mean Kd2.02.53
2014-09-030.46mean Kd2.02.63
2014-09-040.46mean Kd2.02.53
2014-09-050.46mean Kd2.02.38
2014-09-060.46mean Kd2.02.33
2014-09-070.46mean Kd2.01.30
2014-09-080.46mean Kd2.01.92
2014-09-090.46mean Kd2.01.21
2014-09-100.46mean Kd2.02.06
2014-09-110.46mean Kd2.02.63
2014-07-180.28minimum Kd2.03.63
2014-07-190.28minimum Kd2.03.53
2014-07-200.28minimum Kd2.03.02
2014-07-210.28minimum Kd2.02.93
2014-07-220.28minimum Kd2.03.43
2014-07-230.28minimum Kd2.03.54
2014-07-250.28minimum Kd2.03.60
2014-07-260.28minimum Kd2.03.58
2014-07-270.28minimum Kd2.03.04
2014-07-280.28minimum Kd2.03.60
2014-07-290.28minimum Kd2.03.57
2014-07-300.28minimum Kd2.03.37
2014-07-310.28minimum Kd2.03.17
2014-08-020.28minimum Kd2.03.31
2014-08-030.28minimum Kd2.03.22
2014-08-040.28minimum Kd2.03.32
2014-08-050.28minimum Kd2.03.16
2014-08-060.28minimum Kd2.03.14
2014-08-070.28minimum Kd2.02.85
2014-08-080.28minimum Kd2.03.14
2014-08-090.28minimum Kd2.02.52
2014-08-100.28minimum Kd2.02.46
2014-08-110.28minimum Kd2.01.93
2014-08-120.28minimum Kd2.02.42
2014-08-130.28minimum Kd2.02.99
2014-08-140.28minimum Kd2.02.54
2014-08-150.28minimum Kd2.03.00
2014-08-160.28minimum Kd2.01.96
2014-08-170.28minimum Kd2.00.43
2014-08-180.28minimum Kd2.01.34
2014-08-190.28minimum Kd2.01.23
2014-08-200.28minimum Kd2.01.59
2014-08-210.28minimum Kd2.01.10
2014-08-220.28minimum Kd2.00.62
2014-08-230.28minimum Kd2.01.13
2014-08-240.28minimum Kd2.01.04
2014-08-290.28minimum Kd2.02.88
2014-08-300.28minimum Kd2.02.41
2014-08-310.28minimum Kd2.02.61
2014-09-010.28minimum Kd2.02.27
2014-09-020.28minimum Kd2.02.60
2014-09-030.28minimum Kd2.02.71
2014-09-040.28minimum Kd2.02.61
2014-09-050.28minimum Kd2.02.47
2014-09-060.28minimum Kd2.02.45
2014-09-070.28minimum Kd2.01.46
2014-09-080.28minimum Kd2.02.11
2014-09-090.28minimum Kd2.01.47
2014-09-100.28minimum Kd2.02.22
2014-09-110.28minimum Kd2.02.72
2014-07-180.87maximum Kd2.03.34
2014-07-190.87maximum Kd2.03.20
2014-07-200.87maximum Kd2.02.63
2014-07-210.87maximum Kd2.02.57
2014-07-220.87maximum Kd2.03.08
2014-07-230.87maximum Kd2.03.23
2014-07-250.87maximum Kd2.03.28
2014-07-260.87maximum Kd2.03.19
2014-07-270.87maximum Kd2.02.64
2014-07-280.87maximum Kd2.03.36
2014-07-290.87maximum Kd2.03.30
2014-07-300.87maximum Kd2.03.03
2014-07-310.87maximum Kd2.02.66
2014-08-020.87maximum Kd2.03.03
2014-08-030.87maximum Kd2.02.90
2014-08-040.87maximum Kd2.02.90
2014-08-050.87maximum Kd2.02.79
2014-08-060.87maximum Kd2.02.83
2014-08-070.87maximum Kd2.02.45
2014-08-080.87maximum Kd2.02.75
2014-08-090.87maximum Kd2.02.10
2014-08-100.87maximum Kd2.01.81
2014-08-110.87maximum Kd2.01.22
2014-08-120.87maximum Kd2.01.76
2014-08-130.87maximum Kd2.02.56
2014-08-140.87maximum Kd2.01.80
2014-08-150.87maximum Kd2.02.55
2014-08-160.87maximum Kd2.01.52
2014-08-170.87maximum Kd2.0-0.02
2014-08-180.87maximum Kd2.00.87
2014-08-190.87maximum Kd2.00.74
2014-08-200.87maximum Kd2.01.04
2014-08-210.87maximum Kd2.00.52
2014-08-220.87maximum Kd2.00.09
2014-08-230.87maximum Kd2.00.47
2014-08-240.87maximum Kd2.00.36
2014-08-290.87maximum Kd2.02.51
2014-08-300.87maximum Kd2.01.78
2014-08-310.87maximum Kd2.02.24
2014-09-010.87maximum Kd2.01.92
2014-09-020.87maximum Kd2.02.36
2014-09-030.87maximum Kd2.02.42
2014-09-040.87maximum Kd2.02.31
2014-09-050.87maximum Kd2.02.14
2014-09-060.87maximum Kd2.02.04
2014-09-070.87maximum Kd2.00.93
2014-09-080.87maximum Kd2.01.47
2014-09-090.87maximum Kd2.00.71
2014-09-100.87maximum Kd2.01.63
2014-09-110.87maximum Kd2.02.36
2014-07-180.48daily Kd4.02.93
2014-07-190.42daily Kd4.03.06
2014-07-200.43daily Kd4.02.14
2014-07-210.42daily Kd4.02.31
2014-07-220.44daily Kd4.02.86
2014-07-230.45daily Kd4.03.03
2014-07-250.50daily Kd4.02.65
2014-07-260.52daily Kd4.02.38
2014-07-270.46daily Kd4.02.00
2014-07-280.48daily Kd4.02.83
2014-07-290.51daily Kd4.02.60
2014-07-300.53daily Kd4.02.17
2014-07-310.56daily Kd4.01.22
2014-08-020.34daily Kd4.03.05
2014-08-030.31daily Kd4.02.87
2014-08-040.31daily Kd4.02.82
2014-08-050.32daily Kd4.02.86
2014-08-060.28daily Kd4.02.98
2014-08-070.33daily Kd4.02.34
2014-08-080.31daily Kd4.02.80
2014-08-090.54daily Kd4.00.96
2014-08-100.76daily Kd4.0-0.50
2014-08-110.87daily Kd4.0-1.15
2014-08-120.75daily Kd4.0-0.57
2014-08-130.60daily Kd4.01.13
2014-08-140.44daily Kd4.00.77
2014-08-150.39daily Kd4.02.13
2014-08-160.50daily Kd4.00.54
2014-08-170.54daily Kd4.0-1.17
2014-08-180.64daily Kd4.0-0.65
2014-08-190.56daily Kd4.0-0.68
2014-08-200.54daily Kd4.0-0.27
2014-08-210.42daily Kd4.0-0.49
2014-08-220.39daily Kd4.0-0.78
2014-08-230.38daily Kd4.0-0.41
2014-08-240.43daily Kd4.0-0.64
2014-08-290.42daily Kd4.00.61
2014-08-300.49daily Kd4.0-0.52
2014-08-310.45daily Kd4.00.86
2014-09-010.39daily Kd4.00.90
2014-09-020.40daily Kd4.01.46
2014-09-030.41daily Kd4.01.41
2014-09-040.40daily Kd4.02.01
2014-09-050.35daily Kd4.01.84
2014-09-060.34daily Kd4.01.69
2014-09-070.28daily Kd4.00.50
2014-09-080.47daily Kd4.00.31
2014-09-090.69daily Kd4.0-0.95
2014-09-100.58daily Kd4.0-0.08
2014-09-110.41daily Kd4.01.78
2014-07-180.46mean Kd4.03.10
2014-07-190.46mean Kd4.02.93
2014-07-200.46mean Kd4.02.05
2014-07-210.46mean Kd4.02.21
2014-07-220.46mean Kd4.02.75
2014-07-230.46mean Kd4.02.94
2014-07-250.46mean Kd4.02.79
2014-07-260.46mean Kd4.02.60
2014-07-270.46mean Kd4.01.98
2014-07-280.46mean Kd4.02.96
2014-07-290.46mean Kd4.02.87
2014-07-300.46mean Kd4.02.44
2014-07-310.46mean Kd4.01.74
2014-08-020.46mean Kd4.02.64
2014-08-030.46mean Kd4.02.44
2014-08-040.46mean Kd4.02.15
2014-08-050.46mean Kd4.02.36
2014-08-060.46mean Kd4.02.47
2014-08-070.46mean Kd4.01.81
2014-08-080.46mean Kd4.02.25
2014-08-090.46mean Kd4.01.32
2014-08-100.46mean Kd4.00.67
2014-08-110.46mean Kd4.00.09
2014-08-120.46mean Kd4.00.60
2014-08-130.46mean Kd4.01.70
2014-08-140.46mean Kd4.00.68
2014-08-150.46mean Kd4.01.78
2014-08-160.46mean Kd4.00.65
2014-08-170.46mean Kd4.0-1.04
2014-08-180.46mean Kd4.0-0.17
2014-08-190.46mean Kd4.0-0.33
2014-08-200.46mean Kd4.0-0.05
2014-08-210.46mean Kd4.0-0.57
2014-08-220.46mean Kd4.0-0.95
2014-08-230.46mean Kd4.0-0.64
2014-08-240.46mean Kd4.0-0.73
2014-08-290.46mean Kd4.01.67
2014-08-300.46mean Kd4.00.66
2014-08-310.46mean Kd4.01.60
2014-09-010.46mean Kd4.01.29
2014-09-020.46mean Kd4.01.92
2014-09-030.46mean Kd4.01.97
2014-09-040.46mean Kd4.01.81
2014-09-050.46mean Kd4.01.45
2014-09-060.46mean Kd4.01.18
2014-09-070.46mean Kd4.0-0.14
2014-09-080.46mean Kd4.00.36
2014-09-090.46mean Kd4.0-0.44
2014-09-100.46mean Kd4.00.47
2014-09-110.46mean Kd4.01.49
2014-07-180.28minimum Kd4.03.62
2014-07-190.28minimum Kd4.03.44
2014-07-200.28minimum Kd4.02.67
2014-07-210.28minimum Kd4.02.65
2014-07-220.28minimum Kd4.03.27
2014-07-230.28minimum Kd4.03.47
2014-07-250.28minimum Kd4.03.50
2014-07-260.28minimum Kd4.03.37
2014-07-270.28minimum Kd4.02.68
2014-07-280.28minimum Kd4.03.63
2014-07-290.28minimum Kd4.03.55
2014-07-300.28minimum Kd4.03.18
2014-07-310.28minimum Kd4.02.66
2014-08-020.28minimum Kd4.03.20
2014-08-030.28minimum Kd4.03.03
2014-08-040.28minimum Kd4.02.99
2014-08-050.28minimum Kd4.02.90
2014-08-060.28minimum Kd4.02.95
2014-08-070.28minimum Kd4.02.44
2014-08-080.28minimum Kd4.02.84
2014-08-090.28minimum Kd4.02.00
2014-08-100.28minimum Kd4.01.58
2014-08-110.28minimum Kd4.00.87
2014-08-120.28minimum Kd4.01.51
2014-08-130.28minimum Kd4.02.55
2014-08-140.28minimum Kd4.01.58
2014-08-150.28minimum Kd4.02.55
2014-08-160.28minimum Kd4.01.26
2014-08-170.28minimum Kd4.0-0.68
2014-08-180.28minimum Kd4.00.41
2014-08-190.28minimum Kd4.00.25
2014-08-200.28minimum Kd4.00.62
2014-08-210.28minimum Kd4.0-0.02
2014-08-220.28minimum Kd4.0-0.53
2014-08-230.28minimum Kd4.0-0.07
2014-08-240.28minimum Kd4.0-0.18
2014-08-290.28minimum Kd4.02.48
2014-08-300.28minimum Kd4.01.54
2014-08-310.28minimum Kd4.02.19
2014-09-010.28minimum Kd4.01.79
2014-09-020.28minimum Kd4.02.35
2014-09-030.28minimum Kd4.02.43
2014-09-040.28minimum Kd4.02.29
2014-09-050.28minimum Kd4.02.05
2014-09-060.28minimum Kd4.01.90
2014-09-070.28minimum Kd4.00.49
2014-09-080.28minimum Kd4.01.16
2014-09-090.28minimum Kd4.00.23
2014-09-100.28minimum Kd4.01.33
2014-09-110.28minimum Kd4.02.29
2014-07-180.87maximum Kd4.01.35
2014-07-190.87maximum Kd4.01.34
2014-07-200.87maximum Kd4.00.46
2014-07-210.87maximum Kd4.00.82
2014-07-220.87maximum Kd4.01.14
2014-07-230.87maximum Kd4.01.21
2014-07-250.87maximum Kd4.00.68
2014-07-260.87maximum Kd4.00.56
2014-07-270.87maximum Kd4.00.17
2014-07-280.87maximum Kd4.00.72
2014-07-290.87maximum Kd4.00.63
2014-07-300.87maximum Kd4.00.39
2014-07-310.87maximum Kd4.0-0.17
2014-08-020.87maximum Kd4.00.85
2014-08-030.87maximum Kd4.00.64
2014-08-040.87maximum Kd4.00.14
2014-08-050.87maximum Kd4.00.81
2014-08-060.87maximum Kd4.00.90
2014-08-070.87maximum Kd4.00.27
2014-08-080.87maximum Kd4.00.65
2014-08-090.87maximum Kd4.0-0.27
2014-08-100.87maximum Kd4.0-0.75
2014-08-110.87maximum Kd4.0-0.99
2014-08-120.87maximum Kd4.0-0.79
2014-08-130.87maximum Kd4.0-0.17
2014-08-140.87maximum Kd4.0-0.73
2014-08-150.87maximum Kd4.00.00
2014-08-160.87maximum Kd4.0-0.60
2014-08-170.87maximum Kd4.0-1.40
2014-08-180.87maximum Kd4.0-1.05
2014-08-190.87maximum Kd4.0-1.14
2014-08-200.87maximum Kd4.0-1.03
2014-08-210.87maximum Kd4.0-1.24
2014-08-220.87maximum Kd4.0-1.38
2014-08-230.87maximum Kd4.0-1.28
2014-08-240.87maximum Kd4.0-1.31
2014-08-290.87maximum Kd4.0-0.18
2014-08-300.87maximum Kd4.0-0.75
2014-08-310.87maximum Kd4.00.04
2014-09-010.87maximum Kd4.00.03
2014-09-020.87maximum Kd4.00.52
2014-09-030.87maximum Kd4.00.59
2014-09-040.87maximum Kd4.00.34
2014-09-050.87maximum Kd4.0-0.10
2014-09-060.87maximum Kd4.0-0.39
2014-09-070.87maximum Kd4.0-1.05
2014-09-080.87maximum Kd4.0-0.87
2014-09-090.87maximum Kd4.0-1.21
2014-09-100.87maximum Kd4.0-0.84
2014-09-110.87maximum Kd4.01.35
2014-07-180.48daily Kd6.00.84
2014-07-190.42daily Kd6.00.97
2014-07-200.43daily Kd6.00.48
2014-07-210.42daily Kd6.00.66
2014-07-220.44daily Kd6.00.84
2014-07-230.45daily Kd6.00.86
2014-07-250.50daily Kd6.00.44
2014-07-260.52daily Kd6.00.31
2014-07-270.46daily Kd6.00.22
2014-07-280.48daily Kd6.00.52
2014-07-290.51daily Kd6.00.40
2014-07-300.53daily Kd6.00.21
2014-07-310.56daily Kd6.0-0.08
2014-08-020.34daily Kd6.01.07
2014-08-030.31daily Kd6.01.01
2014-08-040.31daily Kd6.00.84
2014-08-050.32daily Kd6.01.02
2014-08-060.28daily Kd6.01.15
2014-08-070.33daily Kd6.00.71
2014-08-080.31daily Kd6.01.05
2014-08-090.54daily Kd6.00.05
2014-08-100.76daily Kd6.0-0.39
2014-08-110.87daily Kd6.0-0.47
2014-08-120.75daily Kd6.0-0.42
2014-08-130.60daily Kd6.0-0.09
2014-08-140.44daily Kd6.0-0.08
2014-08-150.39daily Kd6.00.51
2014-08-160.50daily Kd6.0-0.07
2014-08-170.54daily Kd6.0-0.45
2014-08-180.64daily Kd6.0-0.40
2014-08-190.56daily Kd6.0-0.40
2014-08-200.54daily Kd6.0-0.32
2014-08-210.42daily Kd6.0-0.33
2014-08-220.39daily Kd6.0-0.37
2014-08-230.38daily Kd6.0-0.30
2014-08-240.43daily Kd6.0-0.35
2014-08-290.42daily Kd6.0-0.13
2014-08-300.49daily Kd6.0-0.36
2014-08-310.45daily Kd6.0-0.02
2014-09-010.39daily Kd6.00.11
2014-09-020.40daily Kd6.00.28
2014-09-030.41daily Kd6.00.23
2014-09-040.40daily Kd6.00.58
2014-09-050.35daily Kd6.00.50
2014-09-060.34daily Kd6.00.41
2014-09-070.28daily Kd6.00.02
2014-09-080.47daily Kd6.0-0.19
2014-09-090.69daily Kd6.0-0.44
2014-09-100.58daily Kd6.0-0.33
2014-09-110.41daily Kd6.00.29
2014-07-180.46mean Kd6.00.85
2014-07-190.46mean Kd6.00.84
2014-07-200.46mean Kd6.00.43
2014-07-210.46mean Kd6.00.60
2014-07-220.46mean Kd6.00.75
2014-07-230.46mean Kd6.00.78
2014-07-250.46mean Kd6.00.54
2014-07-260.46mean Kd6.00.48
2014-07-270.46mean Kd6.00.30
2014-07-280.46mean Kd6.00.56
2014-07-290.46mean Kd6.00.52
2014-07-300.46mean Kd6.00.41
2014-07-310.46mean Kd6.00.14
2014-08-020.46mean Kd6.00.62
2014-08-030.46mean Kd6.00.52
2014-08-040.46mean Kd6.00.29
2014-08-050.46mean Kd6.00.60
2014-08-060.46mean Kd6.00.64
2014-08-070.46mean Kd6.00.35
2014-08-080.46mean Kd6.00.53
2014-08-090.46mean Kd6.00.10
2014-08-100.46mean Kd6.0-0.13
2014-08-110.46mean Kd6.0-0.24
2014-08-120.46mean Kd6.0-0.15
2014-08-130.46mean Kd6.00.14
2014-08-140.46mean Kd6.0-0.12
2014-08-150.46mean Kd6.00.22
2014-08-160.46mean Kd6.0-0.05
2014-08-170.46mean Kd6.0-0.43
2014-08-180.46mean Kd6.0-0.27
2014-08-190.46mean Kd6.0-0.31
2014-08-200.46mean Kd6.0-0.26
2014-08-210.46mean Kd6.0-0.35
2014-08-220.46mean Kd6.0-0.41
2014-08-230.46mean Kd6.0-0.37
2014-08-240.46mean Kd6.0-0.38
2014-08-290.46mean Kd6.00.14
2014-08-300.46mean Kd6.0-0.13
2014-08-310.46mean Kd6.00.25
2014-09-010.46mean Kd6.00.24
2014-09-020.46mean Kd6.00.47
2014-09-030.46mean Kd6.00.50
2014-09-040.46mean Kd6.00.39
2014-09-050.46mean Kd6.00.18
2014-09-060.46mean Kd6.00.04
2014-09-070.46mean Kd6.0-0.27
2014-09-080.46mean Kd6.0-0.18
2014-09-090.46mean Kd6.0-0.34
2014-09-100.46mean Kd6.0-0.17
2014-09-110.46mean Kd6.00.09
2014-07-180.28minimum Kd6.01.43
2014-07-190.28minimum Kd6.01.36
2014-07-200.28minimum Kd6.00.97
2014-07-210.28minimum Kd6.01.06
2014-07-220.28minimum Kd6.01.28
2014-07-230.28minimum Kd6.01.36
2014-07-250.28minimum Kd6.01.28
2014-07-260.28minimum Kd6.01.19
2014-07-270.28minimum Kd6.00.94
2014-07-280.28minimum Kd6.01.37
2014-07-290.28minimum Kd6.01.33
2014-07-300.28minimum Kd6.01.13
2014-07-310.28minimum Kd6.00.81
2014-08-020.28minimum Kd6.01.23
2014-08-030.28minimum Kd6.01.15
2014-08-040.28minimum Kd6.01.00
2014-08-050.28minimum Kd6.01.11
2014-08-060.28minimum Kd6.01.16
2014-08-070.28minimum Kd6.00.87
2014-08-080.28minimum Kd6.01.06
2014-08-090.28minimum Kd6.00.66
2014-08-100.28minimum Kd6.00.35
2014-08-110.28minimum Kd6.00.11
2014-08-120.28minimum Kd6.00.32
2014-08-130.28minimum Kd6.00.81
2014-08-140.28minimum Kd6.00.35
2014-08-150.28minimum Kd6.00.84
2014-08-160.28minimum Kd6.00.38
2014-08-170.28minimum Kd6.0-0.32
2014-08-180.28minimum Kd6.00.03
2014-08-190.28minimum Kd6.0-0.04
2014-08-200.28minimum Kd6.00.07
2014-08-210.28minimum Kd6.0-0.14
2014-08-220.28minimum Kd6.0-0.29
2014-08-230.28minimum Kd6.0-0.18
2014-08-240.28minimum Kd6.0-0.21
2014-08-290.28minimum Kd6.00.80
2014-08-300.28minimum Kd6.00.35
2014-08-310.28minimum Kd6.00.79
2014-09-010.28minimum Kd6.00.66
2014-09-020.28minimum Kd6.00.94
2014-09-030.28minimum Kd6.00.96
2014-09-040.28minimum Kd6.00.88
2014-09-050.28minimum Kd6.00.72
2014-09-060.28minimum Kd6.00.60
2014-09-070.28minimum Kd6.00.04
2014-09-080.28minimum Kd6.00.23
2014-09-090.28minimum Kd6.0-0.10
2014-09-100.28minimum Kd6.00.27
2014-09-110.28minimum Kd6.00.72
2014-07-180.87maximum Kd6.0-0.25
2014-07-190.87maximum Kd6.0-0.24
2014-07-200.87maximum Kd6.0-0.33
2014-07-210.87maximum Kd6.0-0.29
2014-07-220.87maximum Kd6.0-0.27
2014-07-230.87maximum Kd6.0-0.27
2014-07-250.87maximum Kd6.0-0.34
2014-07-260.87maximum Kd6.0-0.34
2014-07-270.87maximum Kd6.0-0.38
2014-07-280.87maximum Kd6.0-0.34
2014-07-290.87maximum Kd6.0-0.35
2014-07-300.87maximum Kd6.0-0.36
2014-07-310.87maximum Kd6.0-0.41
2014-08-020.87maximum Kd6.0-0.31
2014-08-030.87maximum Kd6.0-0.33
2014-08-040.87maximum Kd6.0-0.38
2014-08-050.87maximum Kd6.0-0.30
2014-08-060.87maximum Kd6.0-0.29
2014-08-070.87maximum Kd6.0-0.36
2014-08-080.87maximum Kd6.0-0.32
2014-08-090.87maximum Kd6.0-0.41
2014-08-100.87maximum Kd6.0-0.45
2014-08-110.87maximum Kd6.0-0.46
2014-08-120.87maximum Kd6.0-0.45
2014-08-130.87maximum Kd6.0-0.41
2014-08-140.87maximum Kd6.0-0.45
2014-08-150.87maximum Kd6.0-0.39
2014-08-160.87maximum Kd6.0-0.43
2014-08-170.87maximum Kd6.0-0.49
2014-08-180.87maximum Kd6.0-0.47
2014-08-190.87maximum Kd6.0-0.47
2014-08-200.87maximum Kd6.0-0.47
2014-08-210.87maximum Kd6.0-0.48
2014-08-220.87maximum Kd6.0-0.49
2014-08-230.87maximum Kd6.0-0.48
2014-08-240.87maximum Kd6.0-0.48
2014-08-290.87maximum Kd6.0-0.41
2014-08-300.87maximum Kd6.0-0.45
2014-08-310.87maximum Kd6.0-0.38
2014-09-010.87maximum Kd6.0-0.37
2014-09-020.87maximum Kd6.0-0.33
2014-09-030.87maximum Kd6.0-0.32
2014-09-040.87maximum Kd6.0-0.35
2014-09-050.87maximum Kd6.0-0.40
2014-09-060.87maximum Kd6.0-0.42
2014-09-070.87maximum Kd6.0-0.47
2014-09-080.87maximum Kd6.0-0.46
2014-09-090.87maximum Kd6.0-0.48
2014-09-100.87maximum Kd6.0-0.45
2014-09-110.87maximum Kd6.0-0.42