Using Python within ArcGIS requires foundational Python knowledge. The following modules support Python integration:
Using Python within ArcGIS requires foundational Python knowledge. The following modules support Python integration:
We're sharing a valuable 2023 global soil erodibility dataset acquired through complex application procedures. This resource is particularly useful for GIS researchers conducting soil erosion studies.

In response to community inquiries regarding forest cover data analysis (e.g., correlation with PM2.5 levels), we present a comprehensive 2020 global forest coverage dataset available through multiple access methods: WMS services, Google Earth Engine (GEE), or direct download.
Following our previous article 《「GIS Tutorial」Visualizing Global Satellites Online》, many readers inquired about accessing raw satellite data for custom visualizations. After extensive research, we've identified a reliable method to obtain comprehensive satellite orbital data.
Reference visualization from the original platform
While processing personal income tax returns, I compiled global income tax data into a GIS-compatible CSV format suitable for mapping in ArcGIS or QGIS.

In the previous article GIS Professional Salary Survey (2024 Edition), we conducted a survey on GIS professionals' income levels. We sincerely thank all participants – we received 1,462 valid responses, representing the largest participation in our surveys to date. This sample size of approximately 1,500 responses provides meaningful insights into the current income landscape of our "sunrise industry".

One of the recent viral trends on Chinese social media is the phrase "discovered oil," often paired with dramatic music and suspenseful visuals. As someone working in GIS, I’m naturally sensitive to the term "location." When I saw the buzz online, I decided to run some tests myself and share my observations on how location access works across different devices.
Note: All test results are based solely on devices I own or borrowed. They reflect personal experiences and may not represent universal behavior. All tests were performed within the WeChat app.
While developing a workflow involving spatial data duplication, an analyst requested help with client requirements:
① Convert individual polygons to WKT format in TXT files
② Merge multiple polygons into MultiPolygon WKT format

Users installing ArcGIS Pro 3.0 on Windows 11 may encounter a blank interface despite successful installation. The software displays no maps, web services, or searchable online tools:
Figure: Post-installation blank screen
Following previous discussions on GIS side gigs, this guide addresses practical approaches to earning internationally. Given higher labor costs in developed countries, leveraging currency exchange rates makes international remote work particularly advantageous for GIS specialists. For context, consider these cases:
The principle remains: Competing globally often yields better returns than domestic markets.
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