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Dataset Title
Water Quality Measurements from Western Lake Ontario with Synchronous Co-located Multispectral UAV and Satellite Data from 2022-06-14
Dataset DOI
Abstract
The "Data.xlsx" file offers data about various water quality parameters collected from Western Lake Ontario. It comprises in-situ measurements for parameters like chlorophyll-a (Chl-a) and Total Suspended Solids (TSS). The dataset also includes co-located multispectral pixel values from the MicaSense RedEdge-MX mounted on the eBee X UAV and the OLI-2 sensor on Landsat 9. For user clarity, the "Description" sheet provides detailed annotations for each column in the “Data” sheet. Python scripts used in the methodology of the research is also provided in the “Code” folder.
Program Affiliations
Creators and Contributors
Ali Reza Shahvaran | Principal Investigator | alireza.shahvaran@uwaterloo.ca | University of Waterloo |
Homa Kheyrollah Pour | Associate or Co-investigator | hpour@wlu.ca | Wilfrid Laurier University |
Stephanie Slowinski | Associate or Co-investigator | seslowinski@uwaterloo.ca | University of Waterloo |
Alex MacLean | Associate or Co-investigator | amaclean@wlu.ca | Wilfrid Laurier University |
Fereidoun Rezanezhad | Associate or Co-investigator | frezanez@uwaterloo.ca | University of Waterloo |
Philippe Van Cappellen | Associate or Co-investigator | pvc@uwaterloo.ca | University of Waterloo |
Keywords
Lake Ontario |
Chlorophyll-a |
Total Suspended Solids |
Remote Sensing |
UAV |
MicaSense RedEdge-MX |
Landsat 9 |
Spectral Reflectance |
Atmospheric Correction |
TSS |
Citations
Shahvaran, A., Kheyrollah Pour, H., Slowinski, S., Maclean, A., Rezanezhad, F., Van Cappellen, P. (2024). Water Quality Measurements from Western Lake Ontario with Synchronous Co-located Multispectral UAV and Satellite Data from 2022-06-14. Federated Research Data Repository.
https://doi.org/10.20383/103.0796
Temporal Extent
|
Begin Date
|
End Date
|
|
2022-06-14
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2022-06-14
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Geographic Bounding Box
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West Boundary Longitude
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-79.87421
|
|
East Boundary Longitude
|
-79.06824
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|
North Boundary Latitude
|
43.54881
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|
South Boundary Latitude
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43.24352
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Is Boundary Rectangular
Research Site Description (if needed)
Western Lake Ontario and Hamilton Harbour, Niagara-on-the-Lake, Hamilton, Oakville, Mississauga, ON, Canada
Research Site Location
Map Not Available
Display
View on Global Map
Dataset Creation Date
2024-09-04
Status of data collection/production
Dataset Completion or Abandonment Date
2024-09-04
Creation Software
MATLAB | R2022b | |
ESA SNAP | 9.0.0 | |
ENVI | 5.7 | |
QGIS | 3.28 | |
ACOLITE - Python GUI and Python CLI | 20221114.0 (2022) | |
C2RCC | | |
DOS1 - Plugin to the QGIS (Semi-Automatic Classification Plugin, SCP) | 7.10.11 (2023) | |
FLAASH - Plugin to the ENVI, stand-alone C++ module | 4.7 (2009) | |
iCOR - Plugin to the ESA SNAP | 3.0.0 | |
QUAC - Plugin to the ENVI, stand-alone C++ module | | |
Primary Source of Data
Terms of Use
Does the data have access restrictions?
Datasets and Real-time Data Feeds
Download Links and Instructions
Total Size of all Dataset Files (GB)
0.01235
File formats and online databases
List of Parameters and Variables
Lat_DD_WGS8 | Decimal degrees (WGS84) | | |
Long_DD_WGS84 | Decimal degrees (WGS84) | | |
Conductivity_µS_cm | µS/cm | | |
DO_ODO_% | % | | |
Temperature_C | °C | | |
pH_CCIW | | | |
Cond_µS_cm | µS/cm | | |
Depth_m | m | | |
nLF_Cond_µS_cm | µS/cm | | |
ODO_%_sat | % | | |
ODO_%_local | % | | |
ODO_mg_L | mg/L | | |
Sal_psu | psu | | |
SpCond_µS_cm | µS/cm | | |
TDS_mg_L | mg/L | | |
Turbidity_FNU | FNU | | |
pH_ERG | | | |
Temp_C | °C | | |
TSS_Corrected_mg_L | mg/L | | |
Chl_A_ugL | µg/L | | |