How to find lowest elevation change using raster data and w.r.t muliple polygons
Hiking & ActivitiesFinding the Flattest Spots: A Guide to Elevation Change Analysis with Polygons
Ever needed to find the most level ground within a specific area? Maybe you’re planning a bike trail, assessing flood risk, or figuring out the best place to build. Whatever the reason, understanding elevation changes across different zones is a common challenge in geospatial analysis. This isn’t just about finding the lowest point; it’s about identifying the least amount of up and down within those zones. Let’s dive into how you can do it using readily available data and some clever GIS techniques.
First, a quick primer: we’re talking about using raster data, specifically Digital Elevation Models, or DEMs. Think of a DEM as a grid, like a spreadsheet laid over the land, where each cell has a number representing its elevation. These DEMs are the foundation for all sorts of terrain analysis, giving us the raw data to calculate things like slope, aspect (the direction a slope faces), and curvature.
So, how do we find the flattest spot within, say, a park, a neighborhood, or a protected area? Here’s the basic recipe:
Tools of the Trade:
You’ve got plenty of options when it comes to GIS software. Here are a few popular choices:
- ArcGIS Pro: This is the industry standard, packed with powerful tools for spatial analysis. The “Slope” and “Zonal Statistics” tools are your friends here.
- QGIS: A fantastic free and open-source alternative. It has all the tools you need, and a vibrant community to support you.
- GRASS GIS: Another open-source powerhouse, known for its robust geoprocessing capabilities.
Let’s Get Practical: ArcGIS Pro in Action
Here’s a step-by-step guide to doing this in ArcGIS Pro:
- Open the Geoprocessing pane (Analysis > Tools).
- Search for the “Slope” tool.
- Tell it which DEM to use as input, where to save the result, and whether you want the slope in degrees or percent.
- Hit “Run.”
- Search for the “Zonal Statistics” tool.
- Tell it which polygon layer to use, which field uniquely identifies each polygon (like an ID number), and which slope raster to analyze.
- Choose “Minimum” as the statistic type.
- Hit “Run.” This will give you a table with the minimum slope for each polygon.
- Open the Raster Calculator.
- Enter an expression like: Con(“SlopeRaster” == “ZonalStatisticsTable”.MIN, “DEM”, None). Replace the placeholders with the actual names of your datasets. This expression says, “If the slope value equals the minimum slope value, then use the elevation value from the DEM; otherwise, make it NoData.”
- Run the calculator.
- Convert the resulting raster to points using the “Raster to Point” tool.
A Few Things to Keep in Mind:
- Resolution Matters: The finer the resolution of your DEM (i.e., the smaller the cell size), the more detailed your results will be. But be warned: higher resolution also means more processing time.
- Coordinate Systems are Key: Double-check that all your data is in the same projected coordinate system. This is essential for accurate measurements.
- Handle NoData with Care: Make sure your software knows how to handle NoData values (areas where elevation data is missing). Otherwise, they can throw off your results.
Finding the flattest spots within different areas is a powerful technique with tons of applications. With the right data and a little GIS know-how, you can unlock valuable insights about the terrain around you. So go ahead, give it a try! You might be surprised at what you discover.
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