opportunities for uas as smart inspectors in environmental ... · from mapping to monitoring...
TRANSCRIPT
Opportunities for UAS as Smart Inspectors in Environmental Monitoring Applications
Lammert Kooistra1, Juha Suomalainen1, Niels Anders2, Jappe Franke3, Harm Bartholomeus1, Saskia Keesstra2 and Sander Mücher3
1: GRS - Wageningen University
2: SLM – Wageningen University
3: Alterra, Wageningen, The Netherlands
Contents
The Unmanned Aerial Remote Sensing Facility @ WUR ● Organization and people ● Platforms and sensors
Environmental Monitoring Applications ● Agriculture and precision farming ● Habitat mapping and monitoring ● Coastal applications
Outlook ● New applications and sensor ● NL Regulations ● Towards an UAS network
Tim
e
hour –
day –
week –
month –
quarter –
year –
decade –
Space
– – –
–
– local regional state/country continental global
Up-/Down- Scaling
Agricultural parcel: precision agriculture (farmer) Nature reserve: nature management (nature service)
River catchments: flood protection (river & water board) Nature reserves: fire protection (forest service)
Climate change: carbon accounting (national government) Invasive species
Drought monitoring Biodiversity
Climate change Land use
Structural monitoring service
Event monitoring service
Scale requirements for monitoring
Tim
e
hour –
day –
week –
month –
quarter –
year –
decade –
Space
– – –
–
– local regional state/country continental global
Up-/Down- Scaling
Developments in sensing technology
Relevance of UAS for science: flexibility
Close data availability gaps
Increase spatial detail
Courtesy: IMST
Use the complete EM
spectrum
Objectives: ● Platform for dedicated and high-
quality experiments ● Calibration facilities and disseminating
processing procedures to the UAS user community
● Test use in a broad range of applications like habitat monitoring, precision agriculture and land degradation assessment
Unmanned Aerial Remote Sensing Facility
Remote Sensing Science: UAS in a chain
backward engineering
Hyperspectral Mapping Concept
Aerialtronics Altura AT8 ● Programmable
autonomous flight ● 2kg payload ● 5-10 min flight time
Pushbroom spectrometer ● 450-950nm ● FWHM 9nm ● 20 lines/s
Consumer RGB camera GPS/Inertia navigation
System ● Accuracy: 4m / 0.25°
Photo Radiometric Processing
Photo Geometric Processing
Datacube Radiometric Processing
Datacube Geometric Processing
Overview of processing chain
Digital Surface Model
Georectified Hyperspectral
Datacube
High Resolution RGB
Orthomosaic
Result Experimental Field Dronten
31 mei 11 juni 23 juni 5 juli 14 juli 19 aug 6 sept
Optimal start
Adjustment over the season
Sensor observation
Agriculture and precision farming
Potential at start: soil organic matter status
Mapping soil erosion status
Landslide displacement
Over growing season: crop monitoring
June 6 June 14 July 5 July 17
Flight at 100m altitude Pixel size
Orthophoto 0.018m Hyperspectral 0.500m
Over growing season: crop monitoring
Chlre = (780/710)-1
Over growing season: crop monitoring
June 14 July 5
Msc thesis Thomas Koot in cooperation with
Farming Systems – WUR Jan Willem Hofstee
Identification of sugarbeet in potato
Habitat mapping and monitoring
Forest cuts
Monitoring Deforestation Wekeromse Zand
Google Earth
Jappe Franke , Juha Suomalainen Philip Wenting
3D Model
Coral reef mapping island of Bonaire
Outlook UARSF @ WUR
From mapping to monitoring ● Consistent signal in time (spatially and spectrally) ● Efficient processing chains -> real-time products ● Link UAS products with science fields and applications ● Integration with satellite and ground based sensors
● New UAS domains: forestry and thermal
● NL Regulations and towards Certification
● BNUC-S: Basic National UAS Certificate – Small Aircraft ● Operations Manual ● Theory Ground Course and Flight Examination ● ILT project exemption + TUG
Research <-> Commercial <-> End-users
● Exchange/flow of knowledge
● Sharing of protocols/best practices required
● Sharing and exchange of facilities
● regulatory frameworks
Research Network Smart Inspectors (smartinspectors.net)
UAS in research and business: how to meet?
RSRW
sceme.de
WUR
IMST BLGG LWK NRW
HSRW
Alterra Terrasphere
Thank you for your attention www.wageningen-ur.nl/uarsf
Research oriented projects: Bioscope, Fieldcopter, Smart Inspectors and many more (limited duration)
Regulation oriented platforms: national and EU
Sector organized platforms: e.g., DARPAS in NL
Scientific conferences and workshops:
● Workshop on UAV-based Remote Sensing Methods for Monitoring Vegetation, Sept. 9th - 10th, 2013, Uni Cologne
● UAS event Eindhoven and Odense in 2013
● UAV-g conference 4- 6 Sept. 2013 at Rostock University
● UAS session, EGU2014 conference, Vienna
Current UAS networks
Position of UAS networks
Public/policy: RPAS regulation
Research: Innovations and
solutions
Business/users: Products and
services
Sector platforms: e.g., DARPAS-NL
Regulation oriented platforms
Research oriented projects
Conferences and workshops
Who or what???