Metropolitan Scale 4-D Models

Investigating Urban View Corridors

This tutorial explores several examples of how terrain models of various kinds can be used to explore questions of visibility in urban areas. In particular, we consider a large urban design project: Boston's Big Dig, and take a look at some questions of valuable views that may be created and destroyed in the process. The focus of these view studies will be the Leonard Zakem Bridge, Boston's new iconic landmark. For the sake of the questions below, we will pretend that the bridge has not been built yet.

Download the Sample Dataset


This tutorial assumes knowledge of fundamentals of handling spatial data in ArcMap and Geoprocessing and Basic Raster GIS. The following documents may be useful for details of some of the techniques that are introduced in this tutorial.

Explore the Data

Much of the information that enables our compilation of geometrically correct landmark models comes from a LIDAR survey of the Boston Area that was flown by the Massachusetts GIS in 2001. This survey amounted to the 3d scan of the city that collected the heights of everything on the ground at a resolution of 1 meter. A portion of this survey was turned into vector-based building roofprints each having attributes for their roof height and footprint elevation. MassGIS has also made available color orthophotography for the region at a pixel-resolution of one-half meter. In addition to this, we also use the MassGIS 1:5000 digital elevation model, in which the height of the terrain is given for each 5 meter cell.

Our dataset also includes several 3d models of boston landmarks that have been compiled from various sources including the Central Artery Tunnel authority, the Boston Redevelopment Authority, and even the work of some GSD students! This collection of data has been simply extracted from the GSD's 3d model of Boston. see our page Extracting data from the Mtropolitan Model Repository for details. Rather than extracting the orthophoto from this dataset, we connect to it on-line as the ortho would make our tutorial dataset too big!

The Models

Your ArcMap project has a toolbox named View Studies that has been created for this tutorial. If you right-click on any of these models and choose Edit you will see the various GIS procedures that we will examine in this tutorial. The yellow boxes are geoprocessing procedures, You can open each of these and take a look at the help documentation for each of them. The models in their entirety or simply right-click on any of the yellow boxes and choose Run to run the models step-by-step.

Examining Specific Views froma Human Perspective

In using GIS data to examine views, the most straight-forward approach is to use the GIS to simulate a 3d scene and to simply visit different places in the model to see ewhat they look like. This can be done using the ArcGlobe project provided with the tutorial dataset.

Roll over blue text to see image
  1. In your ArcGlobe project, use View->Bookmarks to zoom to the various bookmarks.
  2. Flick the Observer Points layer on and off to see the viewpoints.
  3. Flick the roofprints on and off to see what the view would be like with no man-made obstructions.

Investigating Wholesale Views from Cartographic Perspective

The human perspective is very useful, but like walking around and just looking for specific views, it is difficult and costly to discover view opportunities this way. The Viewshed Tool in your 3d analyst toolbox, under Raster Surface, is useful for discovering what areas on the landscape are visible form specific points. In this, we take advantage of the reflexive nature of views -- If you can see me, I can see you (in the general case) so, if we place a couple of viewpoints about half-way up the spires of the bridge then we can have a map of all of the places that have a view of a decent portion of the bridge.

The first view study we will do will use the plain elevetion model that represents the bare terrain. This will show us the places with potential views if there were no buildings present. The second view study will incorporate the building heights into the terrain model. Comaring these two viewshed maps will help us to find places where good views exist, but also may help us find places where the viewe of the bridge might be easily improved by altering or removing or down-zoning a building or two.

Roll over blue text to see image People standing in the red areas would see both towers, people in the yellow areas would only see one tower. The bright green areas are publicly accessible openspace.

Performing these viewshed analyses and combining the buildings with the terrain model requires sveral combinations of procedures. To simplify things we have scripted these workflows into geoprocessing models that have been included with your project in the Visibility Toolbox. This toolbox should be open in your Geoprocessing tools panel. If it is not, you can find it in the folder work/arcmap/tools/visibility.tbx.

  1. In your ArcMap document, right-click the Add Bldgs to Elev model and choose Edit.
  2. Observe how this model adds the building heights to the terrain model. Choose run entire model from the Model menu to run this model.
  3. Edit the visi-calc model and observe how this model selects the North and South observation points on the zakem bridge. And then casts viewsheds from these points. Run this model.
  4. Take a look at the value attribute table of your new Bridgeview raster layer.

Back to the Human Perspective

Of course, we can derive all sorts of new information from existing data, but we should never put our confidence in this new info without thinking critically about our inputs and our processes. We may even want to check our result in the field (of course, we should get permission before actually removing any existing buildings!) Before going into the field, we can check our results graphically using the 3d GIS model.

It is nice to go out in the field. When I was exploring the data in GIS, I looked for a public openspace that might have an opportunity for a better view of the bridge. I found this little patch of green in Charlestown that seemed to have its view of the full spires blocked by a single building. It not being far from my house, and also a nice day, I decided to load up mu camera with batteries and ride over on my bicycle. I found the place with an iron fence around it. The sign at the gate announced that it was the first burying ground in Charelstown, established in 1630. The stone carving here is excellent!. At the top of the hill is an obelisk, mirroring the Bunker Hill Monument, and also the spires of the Zakim Bridge. Inscribed HARVARD, it was erected to commemorate the life of John Harvard, which, accoring to the plaque, ended in Charlestown. In keeping with the Harvard enigma that was continued with the statue of Harvard in the Yard of the university that he didn't actually found -- which is not actually John Harvard, because there was no record of what this man looked like -- this is not actually John Harvard's grave, because nobody knows where his body actually ended up.

With maps of the actual and potential views we can find those areas