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Dr. Richard Gloaguen I Helmholtz Institute Freiberg for Resource Technology I www.hzdr.de/hif Innovative remote sensing exploration Richard Gloaguen

Innovative remote sensing exploration...Dr. Richard Gloaguen Helmholtz Institute Freiberg for Resource Technology 5 HIF Airlines DJI Phantom 2 Aibotix Aibot X6v2 Tholeg THO-R-PX-8-10

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Page 1: Innovative remote sensing exploration...Dr. Richard Gloaguen Helmholtz Institute Freiberg for Resource Technology 5 HIF Airlines DJI Phantom 2 Aibotix Aibot X6v2 Tholeg THO-R-PX-8-10

Dr. Richard Gloaguen I Helmholtz Institute Freiberg for Resource Technology I www.hzdr.de/hif

Innovative remote sensing

exploration

Richard Gloaguen

Page 2: Innovative remote sensing exploration...Dr. Richard Gloaguen Helmholtz Institute Freiberg for Resource Technology 5 HIF Airlines DJI Phantom 2 Aibotix Aibot X6v2 Tholeg THO-R-PX-8-10

Dr. Richard Gloaguen

Helmholtz Institute Freiberg for Resource Technology2

iExplo

Page 3: Innovative remote sensing exploration...Dr. Richard Gloaguen Helmholtz Institute Freiberg for Resource Technology 5 HIF Airlines DJI Phantom 2 Aibotix Aibot X6v2 Tholeg THO-R-PX-8-10

Dr. Richard Gloaguen

Helmholtz Institute Freiberg for Resource Technology3

Multiscale approach

Page 4: Innovative remote sensing exploration...Dr. Richard Gloaguen Helmholtz Institute Freiberg for Resource Technology 5 HIF Airlines DJI Phantom 2 Aibotix Aibot X6v2 Tholeg THO-R-PX-8-10

Dr. Richard Gloaguen

Helmholtz Institute Freiberg for Resource Technology4

Multi-scale Multi-source

4

Page 5: Innovative remote sensing exploration...Dr. Richard Gloaguen Helmholtz Institute Freiberg for Resource Technology 5 HIF Airlines DJI Phantom 2 Aibotix Aibot X6v2 Tholeg THO-R-PX-8-10

Dr. Richard Gloaguen

Helmholtz Institute Freiberg for Resource Technology5

HIF Airlines

DJI Phantom 2 Aibotix Aibot X6v2Tholeg

THO-R-PX-8-10

payload capacity 250g 2 kg 5 kg

max. take-off weight

1.5 kg 7 kg 10 kg

flight time 20 min 10-15 min 15-25 min

used for Photogrammetry PhotogrammetryHyperspectral

Magnetics

PhotogrammetryHyperspectral

LiDARMagnetics

Operators BenRobert J.Robert Z.

BenRobert J.Robert Z.

Robert Z.

payload:- Nikon Coolpix A: 16MP RGB- Senops Rikola HSI: 0.6 MP hyperspectral (50 bands in autonomous mode)- Yellowscan Mapper II: 18kHz, 3 echos LiDAR system- GEM Systems GSMP-35U: K-vapour total field sensor- Sensys MagDrone R1: 3-axes flux-gate sensor

Page 6: Innovative remote sensing exploration...Dr. Richard Gloaguen Helmholtz Institute Freiberg for Resource Technology 5 HIF Airlines DJI Phantom 2 Aibotix Aibot X6v2 Tholeg THO-R-PX-8-10

Dr. Richard Gloaguen

Helmholtz Institute Freiberg for Resource Technology6

HI Airlines

sensefly ebee sensefly ebeePlus

max. take-off weight 0.7 kg 1.1 kg

flight time 50 min 59 min

payload (1) Canon S110: 12MP RGB(2) Sensefly S.O.D.A.: 20MP RGB(3) Parrot Sequoia: 16MP RGB + 1.3MP 4C

multispectral (G-R-RE-NIR)

Operators Ben, Richard, Robert Z.

Page 7: Innovative remote sensing exploration...Dr. Richard Gloaguen Helmholtz Institute Freiberg for Resource Technology 5 HIF Airlines DJI Phantom 2 Aibotix Aibot X6v2 Tholeg THO-R-PX-8-10

Dr. Richard Gloaguen

Helmholtz Institute Freiberg for Resource Technology7

Hyperspectral cameras

Senops RIKOLA HSI Specim FX10 Specim FX17 Specim AisaFenix Telops HyperCam LW

Spectral range 500-900 nm 400-1000 nm 900-1700 nm 400 - 2500 nm 7700 - 11800 nm

sensor type full-frame(1010x1010 px)

push-broom(1024x1 px)

push-broom(640x1 px)

push-broom(384x1 px)

full-frame(320x256 px)

used for UASoutcrop sensing

OptiSortdrill-core scanneroutcrop sensing

OptiSortdrill-core scanneroutcrop sensing

drill-core scanneroutcrop sensing

outcrop sensingdrill-core scanner

Page 8: Innovative remote sensing exploration...Dr. Richard Gloaguen Helmholtz Institute Freiberg for Resource Technology 5 HIF Airlines DJI Phantom 2 Aibotix Aibot X6v2 Tholeg THO-R-PX-8-10

Dr. Richard Gloaguen

Helmholtz Institute Freiberg for Resource Technology8

Validation

Page 9: Innovative remote sensing exploration...Dr. Richard Gloaguen Helmholtz Institute Freiberg for Resource Technology 5 HIF Airlines DJI Phantom 2 Aibotix Aibot X6v2 Tholeg THO-R-PX-8-10

Dr. Richard Gloaguen

Helmholtz Institute Freiberg for Resource Technology9

Validation: handheld spectrometers

Spectral Evolution PSR-3500 Agilent 4300 FTIR

Spectral range 350 - 2500 nm 4000 - 650 cm-1

Spectral Resolution

< 3.5 nm (350-1000 nm)

< 10 nm (@1500 nm)

< 7 nm (@2100 nm)

2 - 16 cm-1 (selectable)

Fore-optics

- Contact Probe

- 1° lens

- 4° lens

- ATR unit- Diffuse Reflectance Head

Bruker S1 Titan 800

Energy range0-50 keV

SensorEngery-Dispersive SolidState Detector

CalibrationsGeoChemAlloy LE

X-ray fluorescence (XRF)

VIS-NIR

Page 10: Innovative remote sensing exploration...Dr. Richard Gloaguen Helmholtz Institute Freiberg for Resource Technology 5 HIF Airlines DJI Phantom 2 Aibotix Aibot X6v2 Tholeg THO-R-PX-8-10

Dr. Richard Gloaguen

Helmholtz Institute Freiberg for Resource Technology

AA

AA

0

1

8

Rela

tive

ele

va

tio

n in

m

10

LIDAR

0

1

8

Rela

tive

tre

e h

eig

ht

in m

Page 11: Innovative remote sensing exploration...Dr. Richard Gloaguen Helmholtz Institute Freiberg for Resource Technology 5 HIF Airlines DJI Phantom 2 Aibotix Aibot X6v2 Tholeg THO-R-PX-8-10

Dr. Richard Gloaguen

Helmholtz Institute Freiberg for Resource Technology11

Spectroscopy

characteristic absorptions for:Al-OH, Fe-OH, Mg-OH and CO3

2-

characteristic absorptions for:Fe(II), Fe(III) and Vegetation

Page 12: Innovative remote sensing exploration...Dr. Richard Gloaguen Helmholtz Institute Freiberg for Resource Technology 5 HIF Airlines DJI Phantom 2 Aibotix Aibot X6v2 Tholeg THO-R-PX-8-10

Dr. Richard Gloaguen

Helmholtz Institute Freiberg for Resource Technology12

Spectroscopy

Page 13: Innovative remote sensing exploration...Dr. Richard Gloaguen Helmholtz Institute Freiberg for Resource Technology 5 HIF Airlines DJI Phantom 2 Aibotix Aibot X6v2 Tholeg THO-R-PX-8-10

Dr. Richard Gloaguen

Helmholtz Institute Freiberg for Resource Technology13

Geometric Distortions: UAS (nadir)

PUSH BROOM FRAME BASED

13

Page 14: Innovative remote sensing exploration...Dr. Richard Gloaguen Helmholtz Institute Freiberg for Resource Technology 5 HIF Airlines DJI Phantom 2 Aibotix Aibot X6v2 Tholeg THO-R-PX-8-10

Dr. Richard Gloaguen

Helmholtz Institute Freiberg for Resource Technology14

Distortions in UAS and terrestrial Hyperspectral

Imagery (HSI)

Jakob et al. (2017) Remote Sensing, 9, 88.

14

Page 15: Innovative remote sensing exploration...Dr. Richard Gloaguen Helmholtz Institute Freiberg for Resource Technology 5 HIF Airlines DJI Phantom 2 Aibotix Aibot X6v2 Tholeg THO-R-PX-8-10

Dr. Richard Gloaguen

Helmholtz Institute Freiberg for Resource Technology15

REE identification: Epembe Namibia

Booysen et al. 2019

Page 16: Innovative remote sensing exploration...Dr. Richard Gloaguen Helmholtz Institute Freiberg for Resource Technology 5 HIF Airlines DJI Phantom 2 Aibotix Aibot X6v2 Tholeg THO-R-PX-8-10

Dr. Richard Gloaguen

Helmholtz Institute Freiberg for Resource Technology16

3D point cloud

Hypercloud generation

16

Lorenz et al. 2018

Page 17: Innovative remote sensing exploration...Dr. Richard Gloaguen Helmholtz Institute Freiberg for Resource Technology 5 HIF Airlines DJI Phantom 2 Aibotix Aibot X6v2 Tholeg THO-R-PX-8-10

Dr. Richard Gloaguen

Helmholtz Institute Freiberg for Resource Technology17

3D Model

Page 18: Innovative remote sensing exploration...Dr. Richard Gloaguen Helmholtz Institute Freiberg for Resource Technology 5 HIF Airlines DJI Phantom 2 Aibotix Aibot X6v2 Tholeg THO-R-PX-8-10

Dr. Richard Gloaguen

Helmholtz Institute Freiberg for Resource Technology18

Magnetics

UAS magnetometer: Sensys MagDrone R1

Base station magnetometer: Sensys MagBase

Page 19: Innovative remote sensing exploration...Dr. Richard Gloaguen Helmholtz Institute Freiberg for Resource Technology 5 HIF Airlines DJI Phantom 2 Aibotix Aibot X6v2 Tholeg THO-R-PX-8-10

Dr. Richard Gloaguen

Helmholtz Institute Freiberg for Resource Technology19

Magnetometer calibration

nT

Madriz et al. 2019

Page 20: Innovative remote sensing exploration...Dr. Richard Gloaguen Helmholtz Institute Freiberg for Resource Technology 5 HIF Airlines DJI Phantom 2 Aibotix Aibot X6v2 Tholeg THO-R-PX-8-10

Dr. Richard Gloaguen

Helmholtz Institute Freiberg for Resource Technology20

Siilinjärvi

s

Page 21: Innovative remote sensing exploration...Dr. Richard Gloaguen Helmholtz Institute Freiberg for Resource Technology 5 HIF Airlines DJI Phantom 2 Aibotix Aibot X6v2 Tholeg THO-R-PX-8-10

Dr. Richard Gloaguen

Helmholtz Institute Freiberg for Resource Technology21

Siilinjärvi

Page 22: Innovative remote sensing exploration...Dr. Richard Gloaguen Helmholtz Institute Freiberg for Resource Technology 5 HIF Airlines DJI Phantom 2 Aibotix Aibot X6v2 Tholeg THO-R-PX-8-10

Dr. Richard Gloaguen

Helmholtz Institute Freiberg for Resource Technology22

Otanmäki

Page 23: Innovative remote sensing exploration...Dr. Richard Gloaguen Helmholtz Institute Freiberg for Resource Technology 5 HIF Airlines DJI Phantom 2 Aibotix Aibot X6v2 Tholeg THO-R-PX-8-10

Dr. Richard Gloaguen

Helmholtz Institute Freiberg for Resource Technology23

Otanmäki

Jackisch et al. 2019

Page 24: Innovative remote sensing exploration...Dr. Richard Gloaguen Helmholtz Institute Freiberg for Resource Technology 5 HIF Airlines DJI Phantom 2 Aibotix Aibot X6v2 Tholeg THO-R-PX-8-10

Dr. Richard Gloaguen

Helmholtz Institute Freiberg for Resource Technology24

Otanmäki

Page 25: Innovative remote sensing exploration...Dr. Richard Gloaguen Helmholtz Institute Freiberg for Resource Technology 5 HIF Airlines DJI Phantom 2 Aibotix Aibot X6v2 Tholeg THO-R-PX-8-10

Dr. Richard Gloaguen

Helmholtz Institute Freiberg for Resource Technology25

Otanmäki

Page 26: Innovative remote sensing exploration...Dr. Richard Gloaguen Helmholtz Institute Freiberg for Resource Technology 5 HIF Airlines DJI Phantom 2 Aibotix Aibot X6v2 Tholeg THO-R-PX-8-10

Dr. Richard Gloaguen

Helmholtz Institute Freiberg for Resource Technology26

Otanmäki

Page 27: Innovative remote sensing exploration...Dr. Richard Gloaguen Helmholtz Institute Freiberg for Resource Technology 5 HIF Airlines DJI Phantom 2 Aibotix Aibot X6v2 Tholeg THO-R-PX-8-10

Dr. Richard Gloaguen

Helmholtz Institute Freiberg for Resource Technology27

Mission planning and execution

Page 28: Innovative remote sensing exploration...Dr. Richard Gloaguen Helmholtz Institute Freiberg for Resource Technology 5 HIF Airlines DJI Phantom 2 Aibotix Aibot X6v2 Tholeg THO-R-PX-8-10

Dr. Richard Gloaguen

Helmholtz Institute Freiberg for Resource Technology28

Conclusions

• RPAS extremely useful if processing is adequate

• mission planning fundamental

• data integration challenging