Spatial Data Analysis and Visualization Labs

Past Research

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2018 Volcanic Eruption Response

Smoldering crater

SDAV partnered with Hawaiʻi County Civil Defense, USGS and other agencies to monitor and track the eruption from Kilauea volcano that began on May 3rd and ended in August 2018. Using sUAS platforms with cameras that capture imagery in the visible and infrared wavelengths, SDAV monitored lava flows day and night to provide accurate updates for emergency planners.

We would like to thank the following organizations and people for their assistance in this endeavor:

People
Justin Adams, Harrison Andina, Jason Dzurisin, Laura Hart, Einat Lev, Matt Lucas, Michelle Mazzetti, Jon McBride, David Merrick, Robin Murphy, Tracey Niimi, Brennan O’Neil, Jason Ozboldt, Jonathan Price, Roberto Rodriguez, Victor Rasgado, Nathan Stephenson, Michelle Shuey, Nick Turner, Miki Warren, Mark Wasser

Organizations

Lamont-Doherty Earth Observatory
Hawaiian Electric

National Disaster Preparedness Training Center at UH

Center for Robot-Assisted Search and Rescue

Office of Mauna Kea Management

Frontier Precision

Stantec

Kilauea Fissue 8 cone (b/w)

Maunakea Summit Erosion

Maunakea is a dormant shield volcano that reaches 4,205 meters on the island of Hawaiʻi that is undergoing both natural and anthropogenic erosion. SDAV created a baseline high-resolution topographic dataset of the summit area and is using repeat terrestrial LiDAR and sUAS imagery to quantify and monitor erosion rates to better aid management practices.

Outplant Growth at Keaukaha Military Reservation

Keaukaha understory vegetation Native lowland wet forests in Hawaiʻi are disappearing due to aggressive invasive species dominating the forest. SDAV assisted Dr. Rebecca Ostertag (UH Hilo Biology) by developing bare earth digital elevation models and approximating surface roughness to characterize terrain as it relates to outplant growth in experimental plots. This information will be compared to the 'liko nā pilina' database to determine if ʻaʻā lava field roughness effects outplant growth.

Biological Soil Crusts and Erosion

Dry brushland in the Kohala district Biological soil crusts, also known as biocrusts, are complex assemblages of photosynthetic microorganisms that inhabit the top layers of soil. These communities play important roles in ecosystem functioning and soil stability, especially in arid climates. We are developing a method to map biocrusts from high-resolution sUAS imagery in the Kawaihae watershed on Hawaii Island. This new tool will help us to identify areas of high erosion risk with more precision, and allow us to provide highly-detailed spatial data to conservation organizations working in this watershed.

Andong, South Korea, River Experiment

Drones flying over the River Experiment Station We are collaborating with researchers from South Korea and the US Geological Survey’s Geomorphology and Sediment Transport Laboratory to conduct studies of contaminant, dispersion and surface water/groundwater interactions using sUAS hyperspectral data at the River Experiment Center in Andong, South Korea. The facility at Andong is part of the Korea Institute of Civil Engineering and Building Technology, affiliated with Seoul National University.

Puʻuhonua O Hōnaunau UAS Survey

National Park Service and SDAV lab members at Puʻuhonua o Hōnaunau National Historical Park We partnered with the National Park Service to conduct sUAS flights over Puʻuhonua o Hōnaunau National Historical Park, an area with a culturally and historically important stand of palm trees in decline due to a suspected fungal disease. SDAV employed both optical and hyperspectral sensors to identify palm trees with reduced health.

Maunakea Summit Arthropod Habitat Suitability

Close up view of wēkiu bug SDAV used a suite of remote sensing technologies along with species occurrence data to identify areas of increased habitat suitability for an number of arthropod species present on the Maunakea summit, including the wēkiu bug (Nysius wekiuicola), a former species for listing under the Endangered Species Act. This new habitat knowledge is helping to guide conservation management and future habitat restoration efforts.

Post Iselle Albizia Mapping

A roadway strewn with fallen Albizia trees after Hurricane Iselle Albizia are invasive, fast-growing, trees that can reach 100 feet tall with long, brittle limbs which make them extremely dangerous during severe weather. In August 2014, Tropical Cyclone Iselle left blocked roads, damaged infrastructure and homes without power. SDAV lab collected high-resolution imagery from sUAS to determine damages from the storm, assess future risks, and provide mitigation assessments.

Pāhoa Lava Mapping

The Pāhoa transfer station, with the encroaching lava On June 27th, 2014 lava started to flow from Puʻu Oʻo, a vent in the eastern rift zone of Kīlauea, that traveled toward the town of Pāhoa. SDAV assisted local emergency organizations, Hawaiʻi County Civil Defense and USGS, by providing up-to-date 3D imagery from sUAS and calculated paths of steepest decent to determine where lava might go.

Waiʻopae Coral Health

Closeup of coral colony at Waiʻopae The Waiʻōpae Tidepools hosts a diverse ecosystem that support rich coral growth and an abundance of juvenile fish that is vulnerable to land based pollution, climate change, and resource exploitation. SDAV is assisting Dr. Misaki Takabayashi and Dr. John Burns’ long term coral health monitoring project by using high-resolution imagery from to assess coral health.

Vegetation Survey of Waipiʻo Valley Overlook

Waipiʻo Valley SDAV partnered with Pōhāhā I Ka Lani to conduct sUAS flights to map their parcel of land at the Waipiʻo Valley Overlook to provide a unique visual story telling of the transformation of this ʻāina of Koaʻekea into a cultural kīpuka and community space. As Koaʻekea in one aspect refers to the white Koaʻe bird, the indigenous white-tailed tropic bird (Phaethon lepturus dorotheae), these aerial views give the birds eye perspective of the change that will have occurred throughout Pōhāhā I Ka Lani's stewardship of Koaʻekea.