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Institute for Geography         MünsterUAV-Based Close Range Remote Sensing as a Monitoring Tool for the Restoration  of Bog EcosystemsChristian Knoth, Birte Klein, Till Kleinebecker, Torsten Prinz, Birgit SiegIfgicopter Group – University of MuensterJoint Meeting of Society of Wetland Scientists, Wetpol and Wetland Biogeochemistry Symposium 2011, Prague, 2011-7-5http://purl.net/ifgi/copter
Overview1. Introduction2. Project3. Preliminary Results4. Model Classification5. Perspective2UAV-Based Close Range Remote Sensing as a Monitoring Tool   for the Restoration of Bog Ecosystems
IntroductionIfgicopter - project description:Aim: using an Unmanned Aerial Vehicle (UAV) as a platform for gathering all kinds of sensor data
high flexibility
little operating costs
variable spatial andtemporal resolution3UAV-Based Close Range Remote Sensing as a Monitoring Tool   for the Restoration of Bog Ecosystems
Quadrotor Sensor Platforms4    “Mikrokopter” (building kit)	     carries IXUS400                         	     (NIR only)  “Microdrones”                          (ready-to-use product)	      carries LUMIX LX3                    	      (UV-VIS-NIR)UAV-Based Close Range Remote Sensing as a Monitoring Tool   for the Restoration of Bog Ecosystems
Quadrotor Sensor Platforms5    “Mikrokopter” (building kit)	     carries IXUS400                         	     (NIR only)  “Microdrones”                          (ready-to-use product)	      carries LUMIX LX3                    	      (UV-VIS-NIR)(semi-) autonomous navigation via GPS and flight planning softwareUAV-Based Close Range Remote Sensing as a Monitoring Tool   for the Restoration of Bog Ecosystems
Image Enhancement6CIRNIRUAV-Based Close Range Remote Sensing as a Monitoring Tool   for the Restoration of Bog Ecosystems
Image Enhancement7CIRNIRUAV-Based Close Range Remote Sensing as a Monitoring Tool   for the Restoration of Bog Ecosystems
Study Area8Uchter Moor (Germany, Niedersachsen)rewetting mining areas since 2004UAV-Based Close Range Remote Sensing as a Monitoring Tool   for the Restoration of Bog Ecosystems
Preliminary Results9UAV-Based Close Range Remote Sensing as a Monitoring Tool   for the Restoration of Bog Ecosystems
Preliminary Results10UAV-Based Close Range Remote Sensing as a Monitoring Tool   for the Restoration of Bog Ecosystems
Preliminary Results11UAV-Based Close Range Remote Sensing as a Monitoring Tool   for the Restoration of Bog Ecosystems
Preliminary Results12UAV-Based Close Range Remote Sensing as a Monitoring Tool   for the Restoration of Bog Ecosystems
Model Classification13UAV-Based Close Range Remote Sensing as a Monitoring Tool   for the Restoration of Bog Ecosystems
Model Classification14water surfaceUAV-Based Close Range Remote Sensing as a Monitoring Tool   for the Restoration of Bog Ecosystems
Model Classification15water surface
birch trees(Betula)UAV-Based Close Range Remote Sensing as a Monitoring Tool   for the Restoration of Bog Ecosystems
Model Classification16water surface

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UAV-Based Close Range Remote Sensing as a Monitoring Tool for the Restoration of Bog Ecosystems