What are the advantages and disadvantages of using on-the-fly coordinate transformation in GIS?
Coordinate transformation is a process of converting spatial data from one coordinate system to another. It is often necessary to perform this operation when working with different data sources, maps, or analysis tools in geographic information systems (GIS). In this article, you will learn what are the advantages and disadvantages of using on-the-fly coordinate transformation in GIS, and how to apply it in some common scenarios.
On-the-fly coordinate transformation is a feature of some GIS software that allows you to display and analyze data in different coordinate systems without permanently changing the original data. For example, you can overlay a vector layer in UTM zone 10 with a raster layer in WGS 84 and see them aligned on the same map. The software will automatically perform the necessary calculations and adjustments to match the coordinate systems. On-the-fly coordinate transformation can save you time and disk space, as you do not need to create new files or layers for each coordinate system.
-
On-the-fly coordinate transformation is a great way to visualize your multiple data layers without having to do the tedious work of converting all your layers into the same map projection.
On-the-fly coordinate transformation is useful when you need to quickly compare or combine data from different sources or regions that have different coordinate systems. For example, you can use it to check the accuracy of your data, to overlay data from different countries or continents, or to create a global map with multiple layers. On-the-fly coordinate transformation can also help you to visualize and explore spatial patterns and relationships that may not be apparent in the original coordinate system.
-
I use it many for visualization purposes. It is an easy way to quickly assess the spatial accuracy of different dataset boundaries.
In order to use on-the-fly coordinate transformation in GIS, you must first identify the coordinate system of each data layer. This can be found in the metadata, file properties, or layer properties. You should then select a coordinate system for the map or project that you want to create. It is recommended to use a common or standard one, such as WGS 84 or UTM. Afterwards, you should enable the on-the-fly coordinate transformation feature in your GIS software. Depending on the software, this may require you to activate it in the settings, options, or project properties. Lastly, add the data layers to the map or project and the software will automatically transform them to match the coordinate system of your map or project. You can check that it has worked correctly by zooming in and out, panning, or measuring distances and areas.
-
Metadata can be a problem--sometimes you download a dataset X and you don't have any metadata about the projection, so what do you do? In those cases, I typically will start by assigning WGS84 (Define Projection in ArcMap or ArcPro toolbox, for example) to the dataset X and then using on-the-fly projection to match it with a dataset I know has the right projection. If they match up, likely that dataset X was WGS84, even though there was no metadata. If that didn't work, I try a stateplane or UTM projection next.
On-the-fly coordinate transformation offers several advantages for GIS users, such as preserving data integrity and quality, simplifying data management, reducing processing time and disk space, and enhancing data visualization and analysis. This is because the software only performs calculations and adjustments when needed, rather than for every data layer. Additionally, this eliminates the need to store or maintain multiple versions of the same data in different coordinate systems. As a result, users can easily compare or combine data from different sources or regions with different coordinate systems and see spatial patterns and relationships more clearly.
-
It certainly allows myself and my students to save a bunch of time to use on-the-fly projection. It saves hard-drive space because you don't have to have two or more files of the same dataset, which can cause confusion to new students in GIS.
On-the-fly coordinate transformation can be disadvantageous for GIS users in several ways. Errors or distortions can be introduced in data display or analysis due to the differences in scale, projection, or datum between the original and transformed coordinate systems, resulting in decreased accuracy, precision, or reliability of results. Additionally, it may require more computational power and memory to perform the transformation for each data layer, which can slow down performance or responsiveness of GIS software and affect the speed or quality of map rendering, editing, or analysis functions. Furthermore, some GIS software or formats may not be compatible or supported by this type of transformation, limiting options to work with different data sources or tools and share/export data or maps.
-
My biggest concern about on-the-fly project is for analysis error propagation. If you are moving beyond visualization and doing analysis on your layers, you should take the time to make sure that every layer is the same coordinate system. That way you will quickly assess the spatial quality in the multiple steps of your analysis.
To avoid or minimize the disadvantages of on-the-fly coordinate transformation, it is recommended to choose a coordinate system that is appropriate for your data and purpose. For example, use a geographic coordinate system for global or regional data, and a projected coordinate system for local or detailed data. Additionally, it is important to check the quality and accuracy of your data before and after the on-the-fly coordinate transformation. This can be done by using a reference layer or a control point to verify the alignment, scale, or projection of your data. Lastly, optimizing the performance and efficiency of your GIS software will help in achieving better results. This can be done by using a fast and stable computer system, updating your software and drivers, reducing the number of data layers or features, adjusting the resolution or extent of your data, or disabling any unnecessary functions or effects.
-
I try and make it easy for my students. The Mobile Geodatabase in ArcGIS Pro 2.7 and beyond or the File Geodatabase in ArcMap & ArcGIS Pro allows you to create an empty Feature Dataset with a specific projection. Then importing any layers into the Feature Dataset will automatically convert to the specified projection. It's a great way to standardize your layers into the same projection.
Rate this article
More relevant reading
-
Geographic Information Systems (GIS)You’re a GIS professional. How do you choose the best mapping service for your needs?
-
Geographic Information Systems (GIS)What is the best data format for your GIS project?
-
Geographic Information Systems (GIS)How do you handle multiple map projections in a single GIS map or analysis?
-
Geographic Information Systems (GIS)Balancing client demands for speed with GIS data accuracy: Are you compromising quality for quick results?