Field spectra from salmon spawning locations on the American River, California, November 5-7, 2018
Dates
Start Date
2018-11-05
End Date
2018-11-07
Publication Date
2020-07-02
Citation
Legleiter, C.J., and Harrison, L.R., 2020, Image data and field measurements used to map salmon spawning locations via remote sensing, American River, California, November 5-7, 2018: U.S. Geological Survey data release, https://doi.org/10.5066/P998CGA2.
Summary
This child data release includes field spectra obtained as part of a study focused on mapping chinook salmon spawning locations along the American River near Sacramento, California, via remote sensing; the data were collected November 5-7, 2018. The purpose of this study was to develop and test a spectrally based technique for identifying salmon spawning locations, known as redds, from various types of remotely sensed data. Traditionally, redds have been mapped by eye while walking the bank or from a boat, or by an observer in an aircraft or an interpreter visually examining aerial images. The goal of this proof-of-concept investigation was to assess the potential for more efficient, objective, and automated redd mapping from conventional [...]
Summary
This child data release includes field spectra obtained as part of a study focused on mapping chinook salmon spawning locations along the American River near Sacramento, California, via remote sensing; the data were collected November 5-7, 2018. The purpose of this study was to develop and test a spectrally based technique for identifying salmon spawning locations, known as redds, from various types of remotely sensed data. Traditionally, redds have been mapped by eye while walking the bank or from a boat, or by an observer in an aircraft or an interpreter visually examining aerial images. The goal of this proof-of-concept investigation was to assess the potential for more efficient, objective, and automated redd mapping from conventional true color (RGB, or red/green/blue) and hyperspectral images.
The field spectra were recorded from above the water surface at redds mapped in the field using an ASD HandHeld2 Pro spectroradiometer in reflectance mode, with periodic measurements from a Spectralon panel serving as the white reference. For each redd location, spectra were recorded for the pot and tail of each redd and the adjacent undisturbed substrate. The data consist of reflectance measurements over the wavelength range from 325 to 1075 nm, along with the spatial coordinates and water depth for the redd.
Field spectra from 20 redds are compiled in a single file, ReddSpectra.csv, and organized by redd, with a pot, tail, and undisturbed spectrum from each redd. The file also includes columns for the easting and northing spatial coordinates, bed elevations, and water depths. The reflectance at each wavelength from 325 to 1075 nm is given in a separate column of the file. No post-processing of the raw spectra measured in the field was performed.
These data were used to assess the potential for identifying salmon spawning locations from various types of remotely sensed data.
Click on title to download individual files attached to this item.
ReddSpectraMetadata.xml “Metadata about the data and the processes by which it was produced” Original FGDC Metadata
View
16.83 KB
application/fgdc+xml
NimbusReddSpectra.jpg “Example spectra from the pot, tail, and undisturbed substrate for three redds”
116.84 KB
image/jpeg
ReddSpectra.csv “Reflectance spectra from pot & tail of redds and adjacent undisturbed substrate”
535.86 KB
text/csv
Related External Resources
Type: Related Primary Publication
Harrison, LR, Legleiter, CJ, Overstreet, BT, Bell, TW, Hannon, J. Assessing the potential for spectrally based remote sensing of salmon spawning locations. River Research and Applications. 2020; 36(8): 1618– 1632. https://doi.org/10.1002/rra.3690
For questions concerning this data set, please contact:
Dr. Carl J. Legleiter - cjl@usgs.gov, 303-271-3651
Geomorphology and Sediment Transport Laboratory
United States Geological Survey
4620 Technology Drive, Suite #400
Golden, CO 80403
Purpose
The purpose of this study was to develop and test a spectrally based technique for identifying salmon spawning locations, known as redds, from various types of remotely sensed data. Traditionally, redds have been mapped by eye while walking the bank or from a boat, or by an observer in an aircraft or an interpreter visually examining aerial images. The goal of this proof-of-concept investigation was to assess the potential for more efficient, objective, and automated redd mapping from conventional true color (RGB, or red/green/blue) and hyperspectral images.
Rights
Any use of trade, firm, or product names is for descriptive purposes only and does not imply endorsement by the U.S. Government.
Preview Image
Example spectra from the pot, tail, and undisturbed substrate for three redds