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Data Publisher for Earth & Environmental Science

Tavora, Juliana; Fernandes, Elisa Helena L; Möller Jr, Osmar O (2020): SPM estimates derived from MODIS-aqua data along Patos Lagoon - MODIS (2003 - 2019, Han et al. 2016) [dataset]. PANGAEA, https://doi.org/10.1594/PANGAEA.920914, In: Tavora, J et al. (2020): Patos Lagoon Suspended Particulate Matter (SPM) data compendium [dataset bundled publication]. PANGAEA, https://doi.org/10.1594/PANGAEA.920924

Always quote citation above when using data! You can download the citation in several formats below.

Published: 2020-07-28 • DOI registered: 2021-04-02

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Abstract:
Remote sensing has proved to be an effective tool for SPM studies in the Patos Lagoon. The ability to use this tool allows detailed analysis of spatial and temporal patterns and contributes to a better understanding of SPM dynamics. 17 years of daily MODIS-aqua data were used to estimate SPM concentration. The satellite scenes were atmospherically corrected and checked for quality of Remote Sensing Reflectance in a quality control system proposed by Wei et al. (2016; doi:10.1002/2016JC012126). It consists of a scoring system ranging from 1 (perfectly acquired data) to zero (unusable). Values corresponding to scores lower than 0.6 were excluded from the data set. SPM was then estimate based on the semi-analytical algorithms proposed by Han et al. (2016; doi:10.3390/rs8030211). Data is available as averaged sample boxes from north to south of Patos Lagoon, rivers mouth, and lagoon inlet.
Related to:
Tavora, Juliana; Fernandes, Elisa Helena L; Möller Jr, Osmar O: Suspended Particulate Matter (SPM) data compendium.
Coverage:
Median Latitude: -31.390231 * Median Longitude: -51.652799 * South-bound Latitude: -32.140000 * West-bound Longitude: -52.220000 * North-bound Latitude: -30.050000 * East-bound Longitude: -50.910000
Date/Time Start: 2003-01-06T00:00:00 * Date/Time End: 2019-12-30T00:00:00
Minimum DEPTH, water: 0.0 m * Maximum DEPTH, water: 0.0 m
Parameter(s):
#NameShort NameUnitPrincipal InvestigatorMethod/DeviceComment
1 ProjectProjectTavora, Juliana
2 CampaignCampaignTavora, Juliana
3 Station labelStationTavora, Juliana
4 Year of publicationYear pubTavora, Juliana
5 MonthMonthTavora, Juliana
6 DayDayTavora, JulianaStart
7 DATE/TIMEDate/TimeTavora, JulianaGeocode
8 LATITUDELatitudeTavora, JulianaGeocode
9 LONGITUDELongitudeTavora, JulianaGeocode
10 DEPTH, waterDepth watermTavora, JulianaGeocode
11 Suspended particulate matterSPMg/m3Tavora, JulianaSuspended particulate matter
License:
Creative Commons Attribution 4.0 International (CC-BY-4.0)
Size:
293237 data points

Data

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

1 
Project		2 
Campaign		3 
Station		4 
Year pub		5 
Month		6 
Day		7 
Date/Time		8 
Latitude		9 
Longitude		10 
Depth water [m]		11 
SPM [g/m3]
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MODISHAN16lagoon2019322019-03-02-31.20-51.370.022.26
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MODISHAN16Estuario20194152019-04-15-31.94-52.080.020.21
MODISHAN16Estuario20194152019-04-15-32.00-52.070.014.39
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MODISHAN16Estuario20194172019-04-17-31.85-52.160.022.95
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MODISHAN16lagoon20194182019-04-18-30.55-50.910.025.17
MODISHAN16lagoon20194182019-04-18-30.65-50.970.011.25
MODISHAN16lagoon20194182019-04-18-30.77-51.060.010.20
MODISHAN16lagoon20194182019-04-18-30.87-51.120.06.39
MODISHAN16lagoon20194182019-04-18-30.98-51.210.011.90
MODISHAN16lagoon20194182019-04-18-31.09-51.290.014.40
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MODISHAN16lagoon20194182019-04-18-31.32-51.460.021.34
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MODISHAN16Estuario20194182019-04-18-31.67-51.880.014.31
MODISHAN16Estuario20194182019-04-18-31.75-51.970.014.90
MODISHAN16Estuario20194182019-04-18-31.77-52.060.013.83
MODISHAN16Estuario20194182019-04-18-31.85-52.160.019.90
MODISHAN16Estuario20194182019-04-18-31.94-52.080.018.75
MODISHAN16Estuario20194182019-04-18-32.00-52.070.014.30
MODISHAN16lagoon20194192019-04-19-30.65-50.970.014.40
MODISHAN16lagoon20194192019-04-19-30.77-51.060.012.25
MODISHAN16lagoon20194192019-04-19-30.87-51.120.09.33
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MODISHAN16lagoon20194202019-04-20-30.87-51.120.09.33
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MODISHAN16lagoon20194202019-04-20-31.32-51.460.017.26
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MODISHAN16lagoon20194202019-04-20-31.60-51.760.012.06
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MODISHAN16Estuario20194202019-04-20-31.85-52.160.016.98
MODISHAN16Estuario20194202019-04-20-31.94-52.080.014.04
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MODISHAN16lagoon2019592019-05-09-31.32-51.460.013.61
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MODISHAN16lagoon20195102019-05-10-30.48-51.020.032.81
MODISHAN16lagoon20195102019-05-10-30.55-50.910.029.34
MODISHAN16lagoon20195102019-05-10-30.65-50.970.015.08
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MODISHAN16lagoon20195122019-05-12-30.48-51.020.032.54
MODISHAN16lagoon20195122019-05-12-30.55-50.910.029.34
MODISHAN16lagoon20195122019-05-12-30.65-50.970.015.08
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MODISHAN16lagoon20195122019-05-12-31.20-51.370.022.50
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MODISHAN16lagoon20195122019-05-12-31.42-51.550.021.10
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MODISHAN16Estuario20195122019-05-12-31.67-51.880.021.77
MODISHAN16Estuario20195122019-05-12-31.75-51.970.024.68
MODISHAN16Estuario20195122019-05-12-31.77-52.060.027.48
MODISHAN16Estuario20195122019-05-12-31.85-52.160.021.00
MODISHAN16Estuario20195122019-05-12-31.94-52.080.016.44
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MODISHAN16CSG20195132019-05-13-31.29-51.770.020.97
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MODISHAN16lagoon20195132019-05-13-30.48-51.020.032.81
MODISHAN16lagoon20195132019-05-13-30.55-50.910.029.34
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MODISHAN16Estuario20195132019-05-13-31.67-51.880.021.77
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MODISHAN16lagoon20195142019-05-14-30.41-51.080.031.69
MODISHAN16lagoon20195142019-05-14-30.48-51.020.032.81
MODISHAN16lagoon20195142019-05-14-30.55-50.910.029.34
MODISHAN16lagoon20195142019-05-14-30.65-50.970.015.08
MODISHAN16lagoon20195142019-05-14-30.77-51.060.06.04
MODISHAN16lagoon20195142019-05-14-31.32-51.460.013.61
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MODISHAN16lagoon20195152019-05-15-30.48-51.020.031.52
MODISHAN16lagoon20195152019-05-15-30.55-50.910.029.34
MODISHAN16lagoon20195152019-05-15-30.65-50.970.014.21
MODISHAN16lagoon20195152019-05-15-30.77-51.060.010.85
MODISHAN16lagoon20195152019-05-15-30.87-51.120.07.55
MODISHAN16lagoon20195152019-05-15-30.98-51.210.08.09
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MODISHAN16lagoon20195152019-05-15-31.20-51.370.014.64
MODISHAN16lagoon20195152019-05-15-31.32-51.460.017.04
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MODISHAN16lagoon20195152019-05-15-31.51-51.660.017.81
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MODISHAN16Estuario20195152019-05-15-31.75-51.970.015.33
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MODISHAN16lagoon20195162019-05-16-30.65-50.970.015.71
MODISHAN16lagoon20195162019-05-16-30.77-51.060.010.85
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MODISHAN16lagoon20195162019-05-16-31.20-51.370.011.87
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MODISHAN16lagoon20195162019-05-16-31.42-51.550.021.24
MODISHAN16lagoon20195162019-05-16-31.51-51.660.024.34
MODISHAN16lagoon20195162019-05-16-31.60-51.760.026.48
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MODISHAN16Estuario20195162019-05-16-31.67-51.880.021.51
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MODISHAN16Estuario20195162019-05-16-31.94-52.080.013.94
MODISHAN16Estuario20195162019-05-16-32.00-52.070.019.79
MODISHAN16lagoon20195172019-05-17-30.65-50.970.017.17
MODISHAN16lagoon20195172019-05-17-30.77-51.060.015.50
MODISHAN16lagoon20195172019-05-17-30.87-51.120.014.37
MODISHAN16lagoon20195172019-05-17-30.98-51.210.014.61
MODISHAN16lagoon20195172019-05-17-31.09-51.290.018.79
MODISHAN16lagoon20195172019-05-17-31.20-51.370.014.54
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MODISHAN16lagoon20195172019-05-17-31.42-51.550.016.72
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MODISHAN16lagoon20195172019-05-17-31.60-51.760.026.64
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MODISHAN16Estuario20195172019-05-17-31.67-51.880.020.23
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MODISHAN16lagoon20195182019-05-18-30.98-51.210.014.22
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MODISHAN16lagoon20195182019-05-18-31.20-51.370.016.20
MODISHAN16lagoon20195182019-05-18-31.32-51.460.021.91
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MODISHAN16lagoon20195182019-05-18-31.60-51.760.028.39
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MODISHAN16Estuario20195182019-05-18-31.75-51.970.024.20
MODISHAN16Estuario20195182019-05-18-31.77-52.060.022.75
MODISHAN16Estuario20195182019-05-18-31.85-52.160.024.62
MODISHAN16lagoon20195192019-05-19-30.55-50.910.026.25
MODISHAN16lagoon20195192019-05-19-30.65-50.970.017.67
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MODISHAN16lagoon20195192019-05-19-31.60-51.760.025.92
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MODISHAN16lagoon20195202019-05-20-30.55-50.910.018.90
MODISHAN16lagoon20195202019-05-20-30.65-50.970.015.08
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MODISHAN16lagoon20195202019-05-20-31.09-51.290.09.60
MODISHAN16lagoon20195202019-05-20-31.32-51.460.013.61
MODISHAN16lagoon20195212019-05-21-30.41-51.080.031.69
MODISHAN16lagoon20195212019-05-21-30.48-51.020.032.84
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MODISHAN16lagoon20195212019-05-21-30.65-50.970.019.71
MODISHAN16lagoon20195212019-05-21-30.77-51.060.018.22
MODISHAN16lagoon20195212019-05-21-30.87-51.120.029.82
MODISHAN16lagoon20195212019-05-21-30.98-51.210.013.43
MODISHAN16lagoon20195212019-05-21-31.09-51.290.011.65
MODISHAN16lagoon20195212019-05-21-31.20-51.370.018.16
MODISHAN16lagoon20195212019-05-21-31.42-51.550.018.62
MODISHAN16lagoon20195222019-05-22-30.41-51.080.031.69
MODISHAN16lagoon20195222019-05-22-30.48-51.020.032.84
MODISHAN16lagoon20195222019-05-22-30.55-50.910.029.34
MODISHAN16lagoon20195222019-05-22-30.65-50.970.019.71
MODISHAN16lagoon20195222019-05-22-30.77-51.060.018.22
MODISHAN16lagoon20195222019-05-22-30.87-51.120.06.57
MODISHAN16lagoon20195222019-05-22-30.98-51.210.011.31
MODISHAN16lagoon20195222019-05-22-31.09-51.290.011.65
MODISHAN16lagoon20195222019-05-22-31.20-51.370.018.16
MODISHAN16lagoon20195222019-05-22-31.42-51.550.018.62
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MODISHAN16lagoon20195232019-05-23-30.98-51.210.09.65
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MODISHAN16Estuario20195232019-05-23-31.85-52.160.015.78
MODISHAN16Estuario20195232019-05-23-31.94-52.080.030.98
MODISHAN16Estuario20195232019-05-23-32.00-52.070.023.02
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MODISHAN16lagoon20195242019-05-24-30.98-51.210.07.23
MODISHAN16lagoon20195242019-05-24-31.20-51.370.017.59
MODISHAN16lagoon20195242019-05-24-31.32-51.460.017.81
MODISHAN16lagoon20195242019-05-24-31.42-51.550.017.34
MODISHAN16lagoon20195242019-05-24-31.51-51.660.021.49
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MODISHAN16Guaiba220195252019-05-25-32.14-52.100.011.27
MODISHAN16lagoon20195252019-05-25-30.77-51.060.018.76
MODISHAN16lagoon20195252019-05-25-30.87-51.120.012.52
MODISHAN16lagoon20195252019-05-25-30.98-51.210.010.94
MODISHAN16lagoon20195252019-05-25-31.09-51.290.010.89
MODISHAN16lagoon20195252019-05-25-31.20-51.370.016.78
MODISHAN16lagoon20195252019-05-25-31.32-51.460.017.60
MODISHAN16lagoon20195252019-05-25-31.42-51.550.016.68
MODISHAN16lagoon20195252019-05-25-31.51-51.660.020.47
MODISHAN16lagoon20195252019-05-25-31.60-51.760.020.36
MODISHAN16Estuario20195252019-05-25-31.67-51.880.022.25
MODISHAN16Estuario20195252019-05-25-31.67-51.880.022.25
MODISHAN16Estuario20195252019-05-25-31.75-51.970.013.84
MODISHAN16Estuario20195252019-05-25-31.77-52.060.021.28
MODISHAN16Estuario20195252019-05-25-31.85-52.160.021.04
MODISHAN16Estuario20195252019-05-25-31.94-52.080.023.75
MODISHAN16Estuario20195252019-05-25-32.00-52.070.020.70
MODISHAN16Praticagem20195262019-05-26-31.79-52.220.017.00
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MODISHAN16lagoon20195262019-05-26-30.65-50.970.030.09
MODISHAN16lagoon20195262019-05-26-30.77-51.060.019.67
MODISHAN16lagoon20195262019-05-26-30.87-51.120.018.51
MODISHAN16lagoon20195262019-05-26-31.09-51.290.03.33
MODISHAN16lagoon20195262019-05-26-31.20-51.370.017.02
MODISHAN16lagoon20195262019-05-26-31.32-51.460.019.69
MODISHAN16lagoon20195262019-05-26-31.42-51.550.017.34
MODISHAN16lagoon20195262019-05-26-31.51-51.660.021.49
MODISHAN16Estuario20195262019-05-26-32.00-52.070.016.67
MODISHAN16Praticagem20195272019-05-27-31.79-52.220.09.24
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MODISHAN16lagoon20198272019-08-27-31.60-51.760.027.73
MODISHAN16Estuario20198272019-08-27-31.67-51.880.026.04
MODISHAN16Estuario20198272019-08-27-31.67-51.880.026.04
MODISHAN16Estuario20198272019-08-27-31.75-51.970.022.48
MODISHAN16Estuario20198272019-08-27-31.85-52.160.021.96
MODISHAN16Estuario20198272019-08-27-31.94-52.080.020.60
MODISHAN16Estuario20198272019-08-27-32.00-52.070.020.36
MODISHAN16Praticagem20198292019-08-29-31.79-52.220.09.52
MODISHAN16Guaiba220198292019-08-29-32.14-52.100.014.31
MODISHAN16lagoon20198292019-08-29-30.65-50.970.035.44
MODISHAN16lagoon20198292019-08-29-30.77-51.060.030.05
MODISHAN16lagoon20198292019-08-29-30.87-51.120.036.41
MODISHAN16lagoon20198292019-08-29-31.42-51.550.027.35
MODISHAN16lagoon20198292019-08-29-31.51-51.660.028.62
MODISHAN16lagoon20198292019-08-29-31.60-51.760.026.06
MODISHAN16Estuario20198292019-08-29-31.67-51.880.023.84
MODISHAN16Estuario20198292019-08-29-31.67-51.880.023.84
MODISHAN16Estuario20198292019-08-29-31.75-51.970.018.43
MODISHAN16Estuario20198292019-08-29-31.77-52.060.013.71

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