digital converters (SP Devices, ADQ412), with 1 GHz sampling
rate, are used to digitize 8 of the 16 available spectral channels.
An average of 10 pulses is saved to improve signal to noise
ratio and to reduce the amount of data.
Fig.l. The optical setup: A laser pulse (A) is collimated and
sent to a 2D scanner setup (B). An off-axis parabolic
mirror (C) is used as a primary light collecting optic.
A spectrograph (D) disperses the colors of the return
and trigger (E) pulses to an APD array, which
converts the light to analog voltage waveforms.
The scanning geometry is defined by the two rotators (Newport
URS75BCC and URS100BCC) with an absolute accuracy of
+0.0115°. The rotators are attached to each other, with one
performing the azimuth rotation and the other sweeping the
laser over the target area in vertical passes. Due to uncertainty
in timing, the accuracy of the elevation angles is 0.1°.
2.2 Calibration and Data Processing
A monochromator (Oriel, Cornerstone 74125) was used to
calibrate the spectral responses of the APD elements. The
current configuration produces spectral Full Width at Half
Maximum (FWHM) of about 19 nm for each element and
spectral range of 470-990 nm. However, the sensitivity of the
APD array and the laser intensity below 550 nm are low, and
therefore the first channel is selected to be at 542 nm followed
by 606, 672, 707, 740, 775, 878 and 981 nm.
The transmitted pulse energy of the SuperK laser source may
vary slightly. To take this into account, an average waveform of
all spectral channels is calculated and a Gaussian peak function
is fitted to the trigger part of the waveform and the waveforms
are normalized with the transmit pulse intensity. Similarly, the
return echo positions are detected from a mean waveform,
averaged over all spectral channels. Once the return echo
positions and widths are determined from the mean waveform,
the hyperspectral intensities are extracted by fitting Gaussian
peak heights to the spectral waveforms (Fig. 2).
International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume XXXIX-B7, 2012
XXII ISPRS Congress, 25 August — 01 September 2012, Melbourne, Australia
Backscattered Reflectance
Ti 40
me of Flight /ns 50
Fig. 2. Result waveforms for each channel after post processing.
Gaussian peaks are fitted to each of the measured
echoes. The first echo is produced by target spruce
and the second by black cotton background canvas.
The intensity is converted into reflectance by applying the
distance and spectral calibration. During the calibration
measurements, waveforms are collected using a 99% Spectralon
as a reference target at various distances. The echo intensities
are normalized with the intensity of the Spectralon echo at the
same distance, producing “backscattered reflectance”. As the
backscattered reflectance spectra are combined with the
corresponding time-of-flight and concurrent scanner
orientation, a hyperspectral point cloud (x, y, z, R(4)) is
produced.
The accuracy of the measurement and the Gaussian fitting was
tested by acquiring waveforms of 100 pulses reflected from a
Spectralon panel at a 6-meter distance. The distance and the
backscattered reflectance spectrum were retrieved individually
for each pulse. The precision of ranging (standard deviation)
was found to be 11.5 mm. The precision of backscattered
reflectance of a single waveform was found to be better than 2%
for spectral channels within the range of 600—800 nm and better
than 5.596 for all channels. The quality of the fit is affected by
the return pulse intensity, and thus lower precision is expected
for targets that are darker or further away from instrument.
Higher precision can be reached by averaging over a number of
measurement points. For both range and reflectance, the
absolute accuracy is expected to be lower than the precision due
to uncertainty in calibration.
The instrument does not have a strictly defined maximum range
of measurement, as the performance of the waveform echo
detection decreases slowly with the fading echo intensity. The
current configuration is focused to approximately 12-meter
distance. Measurements have shown that high quality point
clouds can be measured from targets within 10-meter range and
bright targets can be detected even from over 20 meters.
2.3 Results and Discussion
A Norway spruce (Picea abies) (Fig. 3) was measured in
laboratory using the full waveform hyperspectral LiDAR. The
bottom branches of the 2-meter spruce had suffered from lack of
light and were in various stages of drying and dying, while the
top branches had healthy new growth. In addition to the LiDAR
measurement, reference spectra were acquired using a passive
spectrometer (Avantes, AvaSpec 3648) and a quartz-tungsten-
halogen light source.