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@@ -24,7 +24,7 @@
Voting Precincts, Santa Cruz County
Each election the Santa Cruz County Elections Department must consolidate regular precincts into a smaller number of voting precincts. Each person who registers to vote is assigned a regular precinct based on the address they enter on the voter registration form. Each election has several different ballot types based on the different jurisdictions that are up for an election. In order to reduce the number of different ballot types, if two or more adjacent regular precincts share all the same items on the ballot, then they are consolidated into a single voting precinct. These voting precincts are used for tabulation and reporting. A layer with 720 regular precincts was provided together with a cross-reference table listing the 138 voting precincts that need to be consolidated with a list of their constituent regular precincts. Using Python and the arcpy api, this data was wrangled into a format where it can easily be joined to the regular precincts layer and the features were dissolved to create 297 voting precints.
@@ -38,7 +38,7 @@
Voting Precincts, Santa Cruz County
Regular Precincts, Santa Cruz County
This map shows the original 720 regular precincts before they were consolidated into the voting precincts by the process described above. Click on the first button below to access a larget pdf version of this map. Click on the second button below to view the Python code which calls the ArcGIS geoprocessing tools to accomplish this task.
@@ -54,7 +54,7 @@
Regular Precincts, Santa Cruz County
Public Works Department Assets, City of Santa Cruz
The City of Santa Cruz Public Works Department requested to have road names transferred to the assets in the existing Street Signs, Street Sign Poles, and Street Lights layers in a file geodatabase. This is accomplished with a Python script.
Public Works Department Assets, City of Santa Cruz
Sanitation Drawing Index Map, Santa Cruz County
A Sanitation Drawing Index feature class has an attribute which holds the name of a pdf file containing the as-built construction drawings for the corresponding sewer line. However, over the years, this folder has not been maintained or updated. A Python script iterates through each record in the feature class and checks whether the corresponding pdf file exists in the folder. If it does then the file is copied to a new folder and deleted from the original folder. The end result is two folders. The original folder that contains all the old maps which have no corresponding feature in the feature class; a new folder that only contains those maps that do have a corresponding feature in the feature class.
@@ -83,7 +83,7 @@ Sanitation Drawing Index Map, Santa Cruz County
Marin County Smoke Detector Adoption
A regional analysis of the adoption rate for smoke detectors in the forested areas of Marin County, California. This map shows the percentage of homes in forested areas that have smoke detectors using data from the ArcGIS GeoEnrichment Service.
@@ -96,7 +96,7 @@
Marin County Smoke Detector Adoption
Marin County Forested Areas
Forested areas in Marin County, California derived from the National Land Cover Database (NLCD) layer from the ArcGIS Living Atlas. A raster function was applied to display only forest land cover and a polygon layer representing Marin County's forests was extracted.
@@ -110,7 +110,7 @@
Marin County Forested Areas
Puget Sound Traffic Violations
Map showing hotspots for traffic violations in the Puget Sound region of Washington state. Hotspot analysis was created in Python using an ArcGIS Notebook. Adapted from the Esri course Data Science Workflows using ArcGIS Notebooks.
@@ -123,7 +123,7 @@
Puget Sound Traffic Violations
Portland Economic Vulnerability
Map of economic vulnerability in Portland, Oregon. Choropleth symbology was created in Python using an ArcGIS Notebook. Adapted from the Esri course Data Science Workflows using ArcGIS Notebooks.
@@ -137,7 +137,7 @@
Portland Economic Vulnerability
California Proposition 37
Proposition 37 was a California ballot measure rejected in California at the statewide election on November 6, 2012. This initiative statute would have required labeling of genetically engineered food, with some exceptions. Choropleth map showing classified approval percentage for California Proposition 37 by county.
@@ -150,7 +150,7 @@
California Proposition 37
California Average Ozone
Map of average ozone concentration for 2010-2011 by county in California. The inset includes an interpolated concentration surface which is derived from the monitoring station data. Additional charts show the relationship between ozone concentration, elevation, and household income.
@@ -164,7 +164,7 @@
California Average Ozone
Urban Heat Island Effect, Santa Clara County, California
Map showing temperature increase due to the urban heat island effect and relationship to land cover for Santa Clara County, California.
@@ -179,7 +179,7 @@
Urban Heat Island Effect, Santa Clara County, California
Massachusetts Museums, Parks, and Forests
Map showing museums, parks, and forests in Massachusetts. This is the result of an exercise from Esri's Cartography MOOC.
@@ -193,7 +193,7 @@
Massachusetts Museums, Parks, and Forests
Portland Schools
Map showing schools and light rail stops in Portland, Oregon.
@@ -207,7 +207,7 @@
Portland Schools
Spilhaus World Oceans
This map illustrates the connectivity between all of the world's oceans. It is based on the Spilhaus projection. Athelstan Spilhaus designed his world ocean map in 1942. This is the result of an excercise from Esri's Cartogrphy MOOC which involves the explicit manipulation of spatial references and coordinate systems.
@@ -219,96 +219,102 @@
Spilhaus World Oceans
Midpeninsula Regional Open Space District Map Series
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A series of maps for Midpeninsula Regional Open Space District, Santa Clara and San Mateo Counties, California. This analysis examines the relationship between median household income and the distance to closest open space.
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A series of maps for Midpeninsula Regional Open Space District, in Santa Clara and San Mateo Counties, California. This analysis examines the relationship between median household income and the distance to closest open space. This series includes the following maps. A raster imagery basemap showing MROSD boundary. A raster elevation basemap showing classified digital elevation data. A vector basemap show location of MROSD preserves and district boundary. A proportional symbol map showing population by census tract. A graduated symbol map showing median household income by census block group. A thematic map showing both population by census tract and median household income by census tract block group. A map and Chart of median household income by census block group vs distance to closest MROSD preserve.
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+
@@ -329,7 +335,7 @@
Santa Clara Valley Open Space Map Series
Map #1
Land at risk of development.
Map #1
Map #2
Average distance to open space.
@@ -355,7 +361,7 @@ Map #2
Map #3
City limits.
@@ -368,7 +374,7 @@ Map #3
Map #4
Open space coverage.
@@ -381,7 +387,7 @@ Map #4
Map #5
Farmland.
@@ -394,7 +400,7 @@ Map #5
Map #6
Half-mile service area.
@@ -407,7 +413,7 @@ Map #6
Map #7
Open space areas.
@@ -420,7 +426,7 @@ Map #7
Map #8
Open space density.
@@ -433,7 +439,7 @@ Map #8
Map #9
Open space per person.
@@ -446,7 +452,7 @@ Map #9
Map #10
Distance to closest open space.
@@ -459,7 +465,7 @@ Map #10
Map #11
Population density.
@@ -472,7 +478,7 @@ Map #11
Map #12
Population density.
@@ -485,7 +491,7 @@ Map #12
Map #13
Total open space.
@@ -498,7 +504,7 @@ Map #13
Map #15
Urban areas.
@@ -524,7 +530,7 @@ Model Builder
Model builder
Model diagram
@@ -537,7 +543,7 @@ Model builder
Study area
ModelBuilder step #1
@@ -550,7 +556,7 @@ Study area
Core mountain lion habitat
ModelBuilder step #2
@@ -563,7 +569,7 @@ Core mountain lion habitat
Elevation
ModelBuilder step #3
@@ -576,7 +582,7 @@ Elevation
Ruggedness
ModelBuilder step #4
@@ -589,7 +595,7 @@ Ruggedness
Ruggedness cost surface
ModelBuilder step #5
@@ -602,7 +608,7 @@ Ruggedness cost surface
Roads
ModelBuilder step #6
@@ -615,7 +621,7 @@ Roads
Distance to roads
ModelBuilder step #7
@@ -628,7 +634,7 @@ Distance to roads
Distance to roads cost surface
ModelBuilder step #8
@@ -641,7 +647,7 @@ Distance to roads cost surface
Land cover
ModelBuilder step #9
@@ -654,7 +660,7 @@ Land cover
Land cover cost surface
ModelBuilder step #10
@@ -667,7 +673,7 @@ Land cover cost surface
Protected status
ModelBuilder step #11
@@ -680,7 +686,7 @@ Protected status
Protected status cost surface
ModelBuilder step #12
@@ -693,7 +699,7 @@ Protected status cost surface
Combined cost surface
ModelBuilder step #13
@@ -706,7 +712,7 @@ Combined cost surface
Mountain lion paths
ModelBuilder step #14
@@ -719,7 +725,7 @@ Mountain lion paths
Mountain lion paths neighbors
ModelBuilder step #15
@@ -732,7 +738,7 @@ Mountain lion paths neighbors
Highways
ModelBuilder step #16
@@ -745,7 +751,7 @@ Highways
Wildlife corridors
ModelBuilder step #17
@@ -941,7 +947,7 @@ GIS Qualifications
Foothill College
Associate in Science Geographic Information Systems Technology, with highest honors.
@@ -954,7 +960,7 @@ Foothill College
Foothill College
Award of Excellence in the field of GIST
@@ -967,7 +973,7 @@ Foothill College
Foothill College
Associate in Science Geography, with highest honors.
@@ -980,7 +986,7 @@ Foothill College
Fundamentals of GIS, UC Davis
Coursera
@@ -993,7 +999,7 @@ Fundamentals of GIS, UC Davis
GIS Data Formats Design and Quality, UC Davis
Coursera
@@ -1006,7 +1012,7 @@ GIS Data Formats Design and Quality, UC Davis
Imagery Automation and Application, UC Davis
Coursera
@@ -1019,7 +1025,7 @@ Imagery Automation and Application, UC Davis
Geospatial and Environmental Analysis, UC Davis
Coursera
@@ -1032,7 +1038,7 @@ Geospatial and Environmental Analysis, UC Davis
GIS Maping and Spatial Analysis, University of Toronto
Coursera
@@ -1045,7 +1051,7 @@ GIS Maping and Spatial Analysis, University of Toronto
Inroduction to GIS Mapping, University of Toronto
Coursera
@@ -1058,7 +1064,7 @@ Inroduction to GIS Mapping, University of Toronto
Data Acquisition and Map Design, University of Toronto
Coursera
@@ -1071,7 +1077,7 @@ Data Acquisition and Map Design, University of Toronto
Spatial Analysis and Satellite Imagery in a GIS, University of Toronto
Coursera
@@ -1084,7 +1090,7 @@ Spatial Analysis and Satellite Imagery in a GIS, University of Toronto
GIS Mapping and Spatial Analysis Capstone, University of Toronto
Coursera
@@ -1110,7 +1116,7 @@ Esri Certificates
Cartography
Esri course certificate, issued 05/20/2024
@@ -1123,7 +1129,7 @@ Cartography
Performing Analysis Using ArcGIS API for Python
Esri course certificate, issued 05/08/2024
@@ -1136,7 +1142,7 @@ Performing Analysis Using ArcGIS API for Python
Accessing Data in a Portal Using ArcGIS API for Python
Esri course certificate, issued 05/03/2024
@@ -1149,7 +1155,7 @@ Accessing Data in a Portal Using ArcGIS API for Python
Introduction to ArcGIS API for Python
Esri course certificate, issued 04/27/2024
@@ -1162,7 +1168,7 @@ Introduction to ArcGIS API for Python
Data Science Workflows Using ArcGIS Notebooks
Esri course certificate, issued 04/18/2024
@@ -1175,7 +1181,7 @@ Data Science Workflows Using ArcGIS Notebooks
ArcGIS Notebooks Basics
Esri course certificate, issued 04/12/2024
@@ -1188,7 +1194,7 @@ ArcGIS Notebooks Basics
Introduction to ArcGIS Arcade
Esri course certificate, issued 03/31/2024
@@ -1201,7 +1207,7 @@ Introduction to ArcGIS Arcade
Python Scripting for Geoprocessing Workflows
Esri course certificate, issued 03/21/2024
@@ -1214,7 +1220,7 @@ Python Scripting for Geoprocessing Workflows
ArcGIS Survey123 Basics
Esri course certificate, issued 03/02/2024
@@ -1227,7 +1233,7 @@ ArcGIS Survey123 Basics
Python Scripting Modifying Page Layouts
Esri course certificate, issued 03/02/2024
@@ -1240,7 +1246,7 @@ Python Scripting Modifying Page Layouts
Python Scripting Repairing Data Sources
Esri course certificate, issued 02/24/2024
@@ -1253,7 +1259,7 @@ Python Scripting Repairing Data Sources
Python for Everyone
Esri course certificate, issued 02/10/2024
@@ -1266,7 +1272,7 @@ Python for Everyone
Mapping Clusters Optimized Hot Spot and Optimized Outlier Analysis
Esri course certificate, issued 11/26/2023
@@ -1279,7 +1285,7 @@ Mapping Clusters Optimized Hot Spot and Optimized Outlier Analysis
Mapping Clusters Hot Spot and Cluster and Outlier Analysis
Esri course certificate, issued 11/18/2023
@@ -1292,7 +1298,7 @@ Mapping Clusters Hot Spot and Cluster and Outlier Analysis
Classifying Objects Using Deep Learning in ArcGIS Pro
Esri course certificate, issued 11/12/2023
@@ -1305,7 +1311,7 @@ Classifying Objects Using Deep Learning in ArcGIS Pro
Working with Charts and Reports in ArcGIS Pro
Esri course certificate, issued 09/08/2023
@@ -1318,7 +1324,7 @@ Working with Charts and Reports in ArcGIS Pro
Introduction to Distance Analysis
Esri course certificate, issued 09/03/2023
@@ -1331,7 +1337,7 @@ Introduction to Distance Analysis
Space-Time Analysis Time-Series Clustering
Esri course certificate, issued 09/03/2023
@@ -1344,7 +1350,7 @@ Space-Time Analysis Time-Series Clustering
Introduction to Overlay Analysis
Esri course certificate, issued 09/02/2023
@@ -1357,7 +1363,7 @@ Introduction to Overlay Analysis
Introduction to Proximity Analysis
Esri course certificate, issued 09/02/2023
@@ -1370,7 +1376,7 @@ Introduction to Proximity Analysis
Calculating Density Using ArcGIS
Esri course certificate, issued 09/02/2023
@@ -1383,7 +1389,7 @@ Calculating Density Using ArcGIS
Understanding Spatial Relationships
Esri course certificate, issued 09/01/2023
@@ -1396,7 +1402,7 @@ Understanding Spatial Relationships
Summarizing Data by Spatial Relationships
Esri course certificate, issued 09/01/2023
@@ -1409,7 +1415,7 @@ Summarizing Data by Spatial Relationships
ArcGIS Pro Basics
Esri course certificate, issued 09/01/2023
@@ -1422,7 +1428,7 @@ ArcGIS Pro Basics
Getting Started with Geoprocessing
Esri course certificate, issued 09/01/2023
@@ -1435,7 +1441,7 @@ Getting Started with Geoprocessing
Getting Started with Spatial Analysis
Esri course certificate, issued 09/01/2023
@@ -1448,7 +1454,7 @@ Getting Started with Spatial Analysis
Managing Data Quality Using ArcGIS Data Reviewer
Esri course certificate, issued 05/09/2023
@@ -1461,7 +1467,7 @@ Managing Data Quality Using ArcGIS Data Reviewer
Managing Raster Data Using ArcGIS
Esri course certificate, issued 04/21/2023
@@ -1474,7 +1480,7 @@ Managing Raster Data Using ArcGIS
Editing Basics in ArcGIS Pro
Esri course certificate, issued 04/09/2023
@@ -1487,7 +1493,7 @@ Editing Basics in ArcGIS Pro
Preparing for Network Analysis
Esri course certificate, issued 03/10/2023
@@ -1500,7 +1506,7 @@ Preparing for Network Analysis
Getting Started with Data Management
Esri course certificate, issued 03/04/2023
@@ -1513,7 +1519,7 @@ Getting Started with Data Management
Introduction to Spatial Data
Esri course certificate, issued 02/26/2023
@@ -1526,7 +1532,7 @@ Introduction to Spatial Data
Introduction to Spatial Data
Esri course certificate, issued 02/21/2023
@@ -1539,7 +1545,7 @@ Introduction to Spatial Data
Basics of Geographic Coordinate Systems
Esri course certificate, issued 02/18/2023
@@ -1552,7 +1558,7 @@ Basics of Geographic Coordinate Systems
Getting Started with the Geodatabase
Esri course certificate, issued 02/10/2023
@@ -1565,7 +1571,7 @@ Getting Started with the Geodatabase
Applying the Racial Equity Workflow Using ArcGIS
Esri course certificate, issued 11/28/2022
@@ -1578,7 +1584,7 @@ Applying the Racial Equity Workflow Using ArcGIS
Generating Service Areas Using ArcGIS Pro
Esri course certificate, issued 11/27/2022
@@ -1591,7 +1597,7 @@ Generating Service Areas Using ArcGIS Pro
Mapping Addresses and Places
Esri course certificate, issued 11/23/2022
@@ -1604,7 +1610,7 @@ Mapping Addresses and Places
Spatial Data Science The New Frontier in Analytics
Esri course certificate, issued 11/22/2022
@@ -1617,7 +1623,7 @@ Spatial Data Science The New Frontier in Analytics
Creating a Web Map in ArcGIS Pro
Esri course certificate, issued 11/14/2022
@@ -1630,7 +1636,7 @@ Creating a Web Map in ArcGIS Pro
Performing Accuracy Assessment for Image Classification
Esri course certificate, issued 11/06/2022
@@ -1643,7 +1649,7 @@ Performing Accuracy Assessment for Image Classification
Introduction to 3D Data
Esri course certificate, issued 10/31/2022
@@ -1656,7 +1662,7 @@ Introduction to 3D Data
Displaying Coordinate Data on a Map
Esri course certificate, issued 10/24/2022
@@ -1669,7 +1675,7 @@ Displaying Coordinate Data on a Map
Creating and Sharing Animation in ArcGIS Pro
Esri course certificate, issued 10/18/2022
@@ -1682,7 +1688,7 @@ Creating and Sharing Animation in ArcGIS Pro
Introduction to 3D Data
Esri course certificate, issued 10/15/2022
@@ -1695,7 +1701,7 @@ Introduction to 3D Data
Creating and Sharing Animation in ArcGIS Pro
Esri course certificate, issued 10/15/2022
@@ -1708,7 +1714,7 @@ Creating and Sharing Animation in ArcGIS Pro
Creating a Web Map in ArcGIS Pro
Esri course certificate, issued 10/15/2022
@@ -1721,7 +1727,7 @@ Creating a Web Map in ArcGIS Pro
Managing Map Layers in ArcGIS Pro
Esri course certificate, issued 10/15/2022
@@ -1734,7 +1740,7 @@ Managing Map Layers in ArcGIS Pro
Displaying Coordinate Data on a Map
Esri course certificate, issued 10/15/2022
@@ -1747,7 +1753,7 @@ Displaying Coordinate Data on a Map
Introduction to Image Classification
Esri course certificate, issued 09/27/2022
@@ -1760,7 +1766,7 @@ Introduction to Image Classification
Symbolizing Map Layers
Esri course certificate, issued 09/26/2022
@@ -1773,7 +1779,7 @@ Symbolizing Map Layers
Mapping Locations from Unstructured Text
Esri course certificate, issued 09/19/2022
@@ -1786,7 +1792,7 @@ Mapping Locations from Unstructured Text
Creating a Map Layout
Esri course certificate, issued 09/04/2022
@@ -1799,7 +1805,7 @@ Creating a Map Layout
ArcGIS Pro Basics
Esri course certificate, issued 09/03/2022
@@ -1812,7 +1818,7 @@ ArcGIS Pro Basics
Getting Started with Mapping and Visualization
Esri course certificate, issued 09/01/2022
@@ -1825,7 +1831,7 @@ Getting Started with Mapping and Visualization
Imagery in Action
Esri course certificate, issued 06/01/2022
@@ -1838,7 +1844,7 @@ Imagery in Action
Going Places with Spatial Analysis
Esri course certificate, issued 05/24/2022
@@ -1851,7 +1857,7 @@ Going Places with Spatial Analysis
Cartography
Esri course certificate, issued 03/28/2022
@@ -1864,7 +1870,7 @@ Cartography
Building Geoprocessing Models Using ArcGIS Pro
Esri course certificate, issued 05/01/2021
@@ -1877,7 +1883,7 @@ Building Geoprocessing Models Using ArcGIS Pro
Cartography
Esri course certificate, issued 03/12/2021
@@ -1890,7 +1896,7 @@ Cartography
Performing Supervised Pixel-Based Image Classification
Esri course certificate, issued 02/11/2021
@@ -1903,7 +1909,7 @@ Performing Supervised Pixel-Based Image Classification
Change Detection Using Imagery
Esri course certificate, issued 02/10/2021
@@ -1916,7 +1922,7 @@ Change Detection Using Imagery
Processing Raster Data Using ArcGIS Pro
Esri course certificate, issued 02/10/2021
@@ -1929,7 +1935,7 @@ Processing Raster Data Using ArcGIS Pro
Creating Optimized Routes Using ArcGIS Pro
Esri course certificate, issued 02/03/2021
@@ -1942,7 +1948,7 @@ Creating Optimized Routes Using ArcGIS Pro
ArcGIS Notebooks Basics
Esri course certificate, issued 02/02/2021
@@ -1955,7 +1961,7 @@ ArcGIS Notebooks Basics
Space-Time Analysis Finding Temporal Trends
Esri course certificate, issued 02/02/2021
@@ -1968,7 +1974,7 @@ Space-Time Analysis Finding Temporal Trends
Querying Data Using ArcGIS Pro
Esri course certificate, issued 02/02/2021
@@ -1981,7 +1987,7 @@ Querying Data Using ArcGIS Pro
Managing Lidar Data Using Terrain Datasets
Esri course certificate, issued 01/31/2021
@@ -1994,7 +2000,7 @@ Managing Lidar Data Using Terrain Datasets
3D Visualization Using ArcGIS Pro
Esri course certificate, issued 01/18/2021
@@ -2007,7 +2013,7 @@ 3D Visualization Using ArcGIS Pro
Getting Started with ArcGIS Pro
Esri course certificate, issued 01/08/2021
@@ -2033,7 +2039,7 @@ Database and Programming Skills
Software Development in Python, Certificate of Achievement
Foothill College, issued 06/25/2021
@@ -2046,7 +2052,7 @@ Software Development in Python, Certificate of Achievement
Advanced Software Development, Certificate of Achievement
Foothill College, issued 06/25/2021
@@ -2059,7 +2065,7 @@ Advanced Software Development, Certificate of Achievement
PostgreSQL for Everybody
University of Michigan, issued 08/17/2022
@@ -2072,7 +2078,7 @@ PostgreSQL for Everybody
Database Design and Basic SQL in PostgreSQL
University of Michigan, issued 06/26/2022
@@ -2085,7 +2091,7 @@ Database Design and Basic SQL in PostgreSQL
Intermediate PostgreSQL
University of Michigan, issued 07/02/2022
@@ -2098,7 +2104,7 @@ Intermediate PostgreSQL
JSON and Natural Language Processing in PostgreSQL
University of Michigan, issued 07/04/2022
@@ -2111,7 +2117,7 @@ JSON and Natural Language Processing in PostgreSQL
Database Architecture, Scale, and NoSQL with Elasticsearch
University of Michigan, issued 08/17/2022
@@ -2124,7 +2130,7 @@ Database Architecture, Scale, and NoSQL with Elasticsearch
R Programming
Johns Hopkins University, issued 12/31/2023
@@ -2137,7 +2143,7 @@ R Programming
The Data Scientist's Toolbox
Johns Hopkins University, issued 01/03/2024
@@ -2150,7 +2156,7 @@ The Data Scientist's Toolbox
Wrangling Data in the Tidyverse
Johns Hopkins University, issued 01/08/2024
@@ -2163,7 +2169,7 @@ Wrangling Data in the Tidyverse
Introduction to the Tidyverse
Johns Hopkins University, issued 01/09/2024
@@ -2176,7 +2182,7 @@ Introduction to the Tidyverse
Data Cleaning in Snowflake: Techniques to Clean Messy Data
Coursera Project Network, issued 04/16/2024
@@ -2189,7 +2195,7 @@ Data Cleaning in Snowflake: Techniques to Clean Messy Data
Data Cleaning in Snowflake: Techniques to Clean Messy Data
Coursera Project Network, issued 04/16/2024
@@ -2202,7 +2208,7 @@ Data Cleaning in Snowflake: Techniques to Clean Messy Data
Introduction to Spatial Databases with PostGIS and QGIS 3
Udemy, issued 08/14/2022
@@ -2215,7 +2221,7 @@ Introduction to Spatial Databases with PostGIS and QGIS 3
Automating QGIS 3.xx with Python
Udemy, issued 01/01/2023
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