Structure-from-motion
Structure-from-motion (SfM) photogrammetry is a means to digitally document the surface details of an object in 3-dimensions using off the shelf cameras, computers and software. Photogrammetry historically has been used to measure details on the surface of the Earth, structures or other natural features. Employing SfM, like traditional photogrammetry, surface details and the dimensional aspects of even small objects can be precisely measured and digitally archived for future study. For paleontology, this method in recent years has increasing become important because the costs with recording an object are continuing to drop and easier to use as technology improves. SfM has broad applicability in paleontology for both body (think bones and teeth) and ichno- or trace fossils (think tracks, burrows or impressions). Additionally, the ease of transmitting the derived 3D data has allowed information on rare specimens to be shared with researchers and the public. The National Park Service uses photogrammetry to improve access to scientifically important or interesting objects and in turn enhance the visitor's experience (whether in-person or "virtually").
Grand Canyon—Ichniotherium trackway


Left image
Fossil trackway model with true color overlay.
Credit: NPS image by Jack Wood.
Right image
Fossil trackway model with color ramp overlay.
Credit: NPS image by Jack Wood.
Photogrammetry Applications for Paleontology
- Chaco Culture National Historical Park
Series: Chaco Collections—Paleontology
- Type: Series
The fossils at Chaco represent ten to fifteen million years of life on Earth, during the Late Cretaceous when New Mexico sat on the ever-changing coastline of an inland sea. This ocean, known as the Western Interior Seaway, was home to sharks and giant reptilian predators like mosasaurs and plesiosaurs, as well as ammonites, relatives of today’s squids. NPS scientists used imaging techniques to create virtual 3D models of a few of the park’s paleontological treasures.
- Grand Canyon National Park
Series: Grand Canyon Collections—Paleontology
- Type: Series
The fossils found within Grand Canyon span over a billion years of Earth history, from stromatolites found in the Bass Limestone (1.2 billion years ago) to Pleistocene megafauna (15,000 years ago) exhumed from cave sediments. The park’s fossil resource have been known to scientists for over 100 years. Recently, NPS scientists used imaging techniques to create virtual 3D fossils.The examples below are just some of your park’s paleontological treasures.
- Mammoth Cave National Park
Series: Mammoth Cave Collections—Paleontology
- Geologic Resources Division
NPS-Smithsonian Collaboration Promotes Public and Scientific Access to Important Fossils
Paleontologists and staff from both the National Park Service (NPS) and the Smithsonian’s National Museum of Natural History (USNM) have been working together to develop a website of interactive 3-D computer models featuring important fossils collected from several NPS areas and which are maintained in the collections of the USNM. Read more about how these 3D models are made and how to interact with them.
The Geologic Resources Division (GRD) of the Natural Resources Stewardship and Science Directorate has acquired equipment and software to develop a photogrammetric data program to support parks and regions. This includes technology and training for photogrammetric capture, analysis, and 3D printing, in the resource management areas of protection, research, mitigation, restoration, inventory, monitoring, interpretation, and planning. For more information on photogrammetry techniques and applications, contact us.
Last updated: October 14, 2020