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CWEEDS & NASA Data Merge

CWEEDS & NASA GHI DATA MERGE (SASKATOON EXAMPLE)

The University of Saskatchewan
Ph.D. in Interdisciplinary Studies

Created by: Carlos Enrique Diaz, MBM, P.Eng.
Email: carlos.diaz@usask.ca

Supervisor: Lori Bradford, Ph.D.
Email: lori.bradford@usask.ca

This workflow merges CWEEDS and NASA Global Horizontal Irradiance data and compares them in graphs and statistics. Confidence tests are performed, and Pearson correlations are calculated.

URL: CWEEDS Data https://climate.weather.gc.ca/prods_servs/engineering_e.html
URL: NASA Data https://power.larc.nasa.gov/

CWEEDS Data Loading Data Preparation NASA Data Loading Data Preparation CWEEDS & NASA GHI DATA MERGE (SASKATOON EXAMPLE)The University of SaskatchewanPh.D. in Interdisciplinary StudiesCreated by: Carlos Enrique Diaz, MBM, P.Eng.Email: carlos.diaz@usask.caSupervisor: Lori Bradford, Ph.D.Email: lori.bradford@usask.caThis workflow merges CWEEDS and NASA irradiance data and compares them in graphs and statistics. Confidence tests are performed, and Pearsoncorrelations are calculated. Hourly Data Visualization Weekly Data Fusion Daily Data Fusion Daily Data Visualization Weekly Data Visualization Hourly Data Fusion Hourly Data Visualization Daily Data Visualization Weekly Data Visualization SaskatoonCWEEDS Data(UTC)LinearInterpolationHourHourly PlotDayDaily PlotWeekWeekly PlotYear SelectionYear SelectionYear SelectionSaskatoonNASA Data(LST)LinearInterpolationHourHourly PlotYear SelectionYear SelectionYear SelectionDayDaily PlotWeekWeekly PlotCWEEDS & NASAHourly FusionCWEEDS & NASAWeekly FusionCWEEDS & NASADaily Fusion CSV Reader Column Filter Missing Value AggregationGranularity Line Plot (Plotly) AggregationGranularity Line Plot (Plotly) AggregationGranularity Line Plot (Plotly) Row Filter Preprocessing Timestamp Alignment Row Filter Row Filter CSV Reader Column Filter Timestamp Alignment Missing Value AggregationGranularity Line Plot (Plotly) Row Filter Row Filter Row Filter AggregationGranularity Line Plot (Plotly) AggregationGranularity Line Plot (Plotly) Joiner Preprocessing Joiner Joiner Processing Plot & Stats Plot & Stats Plot & Stats CWEEDS Data Loading Data Preparation NASA Data Loading Data Preparation CWEEDS & NASA GHI DATA MERGE (SASKATOON EXAMPLE)The University of SaskatchewanPh.D. in Interdisciplinary StudiesCreated by: Carlos Enrique Diaz, MBM, P.Eng.Email: carlos.diaz@usask.caSupervisor: Lori Bradford, Ph.D.Email: lori.bradford@usask.caThis workflow merges CWEEDS and NASA irradiance data and compares them in graphs and statistics. Confidence tests are performed, and Pearsoncorrelations are calculated. Hourly Data Visualization Weekly Data Fusion Daily Data Fusion Daily Data Visualization Weekly Data Visualization Hourly Data Fusion Hourly Data Visualization Daily Data Visualization Weekly Data Visualization SaskatoonCWEEDS Data(UTC)LinearInterpolationHourHourly PlotDayDaily PlotWeekWeekly PlotYear SelectionYear SelectionYear SelectionSaskatoonNASA Data(LST)LinearInterpolationHourHourly PlotYear SelectionYear SelectionYear SelectionDayDaily PlotWeekWeekly PlotCWEEDS & NASAHourly FusionCWEEDS & NASAWeekly FusionCWEEDS & NASADaily Fusion CSV Reader Column Filter Missing Value AggregationGranularity Line Plot (Plotly) AggregationGranularity Line Plot (Plotly) AggregationGranularity Line Plot (Plotly) Row Filter Preprocessing Timestamp Alignment Row Filter Row Filter CSV Reader Column Filter Timestamp Alignment Missing Value AggregationGranularity Line Plot (Plotly) Row Filter Row Filter Row Filter AggregationGranularity Line Plot (Plotly) AggregationGranularity Line Plot (Plotly) Joiner Preprocessing Joiner Joiner Processing Plot & Stats Plot & Stats Plot & Stats

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