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PRJ-4211 | StEER/RAPID: Hurricane Ian
PI
Co-PIs
Project Type
Field research | Reconnaissance
Natural Hazard Type(s)
Hurricane/Tropical Storm
Facilities
Event(s)
Hurricane Ian | San Carlos; Sanibel Island; Fort Myers Beach, Florida | 2022-09-28 ― 2022-09-30 | Lat 26.445 long -81.99
Awards
EAGER: Operationalization of the Structural Extreme Events Reconnaissance (StEER) Network | 1841667 | NSF
Natural Hazards Engineering Research Infrastructure: Post-Disaster, Rapid Response Research (RAPID) Facility | 2130997 | NSF
Keywords
StEER, RAPID Facility, reconnaissance, Hurricane Ian, orthomosaics, point clouds, Sanibel Island, Fort Myers Beach, San Carlos
Hazmapper Maps
Hurricane Ian RAPID UAV Imagery
|
Description:
This project contains imagery collected from uncrewed aircraft system (UAS) flights over three barrier islands, Fort Myers Beach (FMB), San Carlos (SC), and Sanibel Island (SI), that are near Fort Myers, Florida, following Hurricane Ian. These barrier islands had substantial impacts from the hurricane, including the destruction of many residences and infrastructure, coastal degradation, and other environmental impacts. The imagery here was collected using a low-flying fixed-wing UAS with a high-resolution camera system that simultaneously collected oblique and nadir images from five lenses. The raw data set is very comprehensive and very dense. The extent of the collected data can be seen in the Hazmapper map.
The data was processed into 3D models using structure from motion. The resulting 3D models have amazing damage detail and are measurement quality. They can be used to fully characterize damage to buildings, infrastructure, and the natural environment. The complete models are available here, with one model developed for each UAS flight (18 total flights). However, the complete models are very large data sets and require significant GPU power to open and manipulate. Thus, the data set is also divided into “tiled” areas on a 300-meter grid. Each tiled area is provided in both a full-resolution 3D model and a reduced-resolution preview that can be used for quick inspection. The tiles are named and distributed as shown here: https://arcg.is/19TLr5.
The abbreviations for Fort Myers Beach (FMB), San Carlos (SC), and Sanibel Island (SI) are used throughout.
The data set was collected and processed by the NHERI RAPID Facility and was part of the deployment by the Structural Engineering Extreme Events Reconnaissance Network (StEER).
Mission | Hurricane Ian Reconnaissance
Cite This Data:
RAPID, N., T. Kijewski-Correa, J. Zdebski, K. Dedinsky, E. Che, J. Berman (2024). "Hurricane Ian Reconnaissance", in StEER/RAPID: Hurricane Ian. DesignSafe-CI. https://doi.org/10.17603/ds2-5jjx-qe36
This project contains imagery collected from uncrewed aircraft system (UAS) flights over three barrier islands, Fort Myers Beach (FMB), San Carlos (SC), and Sanibel Island (SI), that are near Fort Myers, Florida, following Hurricane Ian. These barrier islands had substantial impacts from the hurricane, including the destruction of many residences and infrastructure, coastal degradation, and other environmental impacts. The imagery here was collected using a low-flying fixed-wing UAS with a high-resolution camera system that simultaneously collected oblique and nadir images from five lenses. The raw data set is very comprehensive and very dense. The extent of the collected data can be seen in the Hazmapper map.
The data was processed into 3D models using structure from motion. The resulting 3D models have amazing damage detail and are measurement quality. They can be used to fully characterize damage to buildings, infrastructure, and the natural environment. The complete models are available here, with one model developed for each UAS flight (18 total flights). However, the complete models are very large data sets and require significant GPU power to open and manipulate. Thus, the data set is also divided into “tiled” areas on a 300-meter grid. Each tiled area is provided in both a full-resolution 3D model and a reduced-resolution preview that can be used for quick inspection. The tiles are named and distributed as shown here: https://arcg.is/19TLr5.
The abbreviations for Fort Myers Beach (FMB), San Carlos (SC), and Sanibel Island (SI) are used throughout.
The data set was collected and processed by the NHERI RAPID Facility and was part of the deployment by the Structural Engineering Extreme Events Reconnaissance Network (StEER).
Engineering/Geosciences Collection | Individual Post-Processed Camera Images
Observation Type(s)
Storm Surge / Coastal
Date(s) of Collection
2022-10-20 ― 2022-10-23
Data Collectors
;
Equipment
Large Fixed Wing Drone | Quantum Systems Trinity F90+ with Oblique D2M camera payload
Description:
Individual, post-processed kinematics (PPK) georeferenced image data from the Oblique D2M camera. Each folder contains a KML flight track and geotagged images from the X (backward), S (Down), W (Forward), A (Left), and D (Right) cameras of each flight. For image metadata, please view image EXIF data.
Large Fixed Wing Drone | Quantum Systems Trinity F90+ with Oblique D2M camera payload
Description:
Quick-stitch and full orthomosaics generated from the flights. Quick-stitch orthomosaics were created in Pix4DReact, whereas the full orthomosaics were created with Pix4DMatic. The full orthomosaics have improved stitching quality; please reference the processing reports for additional details, such as ground sampling distance resolution.
The orthomosaic extents can be viewed in the associated Hazmapper map. Navigate to the "layers" tab, and toggle the flight layers to identify orthomosaics of interest.
Note: These layers are tiled at a scale of 13-22. Please download the full .TIF files for full scaling range.
Imagery tiles URLs are provided for reuse in the "Hurricane Ian Deployment Documents" Research Planning Collection.
File Name
ImageOrthomosaic
ImageOrthomosaic
ImageOrthomosaic
ImageOrthomosaic
ImageOrthomosaic
ImageOrthomosaic
ImageOrthomosaic
ImageOrthomosaic
ImageOrthomosaic
ImageOrthomosaic
ImageOrthomosaic
ImageOrthomosaic
ImageOrthomosaic
ImageOrthomosaic
ImageOrthomosaic
ImageOrthomosaic
ImageOrthomosaic
ImageOrthomosaic
ImageOrthomosaic
ImageOrthomosaic
ImageOrthomosaic
ImageOrthomosaic
ImageOrthomosaic
ImageOrthomosaic
ImageOrthomosaic
ImageOrthomosaic
ImageOrthomosaic
ImageOrthomosaic
ImageOrthomosaic
ImageOrthomosaic
ImageOrthomosaic
Engineering/Geosciences Collection | Point Cloud 3D Models
Observation Type(s)
Storm Surge / Coastal
Date(s) of Collection
2022-10-22 ― 2022-10-22
Data Collectors
; ;
Equipment
Large Fixed Wing Drone | Quantum Systems Trinity F90+ with Oblique D2M camera payload
Description:
Point cloud 3D models of the flight areas. A full, Structure-from-Motion (SfM), point cloud is provided for each of the flights. Due to the large size of these files and the inability for most standard computers to support them, each of the flight areas was tiled into 300m extents. Along with these tiles, there is a 1-meter, down-sampled preview version of the tiles available for quick investigation. The associated ArcGIS Online map (https://arcg.is/19TLr5) and Hazmapper map can be used to identify tiles of interest.
Please reference the "HurricaneIan_DataProcessingMetadata.txt" file within the "Hurricane Ian Deployment Documents" Research Planning Collection for information on the point cloud processing and tiling workflows.
Engineering/Geosciences Collection | Orthomosaic and Point Cloud Processing Reports
Observation Type(s)
Storm Surge / Coastal
Date(s) of Collection
2022-10-22 ― 2022-10-22
Data Collectors
;
Equipment
Large Fixed Wing Drone | Quantum Systems Trinity F90+ with Oblique D2M camera payload
Description:
Processing reports generated from orthomosaic and point cloud generation. Quick orthomosaic reports refer to the initial quick-stitch orthomosaics that were created using Pix4DReact. The full reports are those generated from Pix4DMatic processing. Some of the full processing reports have an initial and an updated report. This is due to the regeneration of point clouds after the major Pix4DMatic software update. The initial reports detail the orthomosaic quality, whereas the updated reports detail the final point cloud quality.
File Name
ReportOrthomosaic
ReportPoint Cloud
ReportOrthomosaic
ReportPoint Cloud
ReportOrthomosaic
ReportPoint Cloud
ReportOrthomosaic
ReportPoint Cloud
ReportPoint Cloud
ReportPoint Cloud
ReportOrthomosaic
ReportPoint Cloud
ReportOrthomosaic
ReportPoint Cloud
ReportPoint Cloud
ReportPoint Cloud
ReportPoint Cloud
ReportOrthomosaic
ReportPoint Cloud
ReportPoint Cloud
ReportOrthomosaic
ReportPoint Cloud
ReportPoint Cloud
ReportOrthomosaic
ReportPoint Cloud
ReportOrthomosaic
ReportPoint Cloud
ReportPoint Cloud
ReportOrthomosaic
ReportPoint Cloud
ReportPoint Cloud
ReportPoint Cloud
ReportPoint Cloud
ReportOrthomosaic
ReportPoint Cloud
ReportOrthomosaic
ReportPoint Cloud
ReportPoint Cloud
ReportPoint Cloud
ReportPoint Cloud
Research Planning Collection | Hurricane Ian Deployment Documents
Data Collectors
; ;
Description:
Documents relating to the overall data collection mission. The "HurricaneIan_DataProcessingMetadata.txt" file describes the overall image processing and point cloud tiling workflow. The "IanTileURLS.txt" file contains the hosted imagery URLs of the created orthomosaics, which can be brought into other GIS platforms, provided that the data is properly attributed.
Standard RAPID Facility project data documents are also provided: Data Definitions, Data Management Plan, and Data Structure Guide. These describe common acronyms used as well as how our data is organized. For questions, please contact the RAPID Facility at uwrapid@uwrapid.org. Thank you.