Small-Scale Unmanned Aerial Vehicles in Environmental Remote Sensing: Challenges and Opportunities

References

• Berni, J. A. J., Zarco-Tejada, P. J., Suárez, L., and E. Fereres, 2009, "Thermal and Narrowband Multispectral Remote Sensing for Vegetation Monitoring from an Unmanned Aerial Vehicle," IEEE Transactions on Geoscience and Remote Sensing , 47:722-738.
   Google Scholar
• Chandler, J., Fryer, J. G., and A. Jack, 2005, "Metric Capabilities of Low-Cost Digital Cameras for Close Range Surface Measurement," The Photogrammetric Record , 20:12-26.
   Google Scholar
• Daly, M. And M. Streetly (Eds.), Jane's Unmanned Aerial Vehicles and Targets , Bracknell, UK: IHS Global Limited.
   Google Scholar
• Dean, C., Warner, T. A., and J. B. McGraw, 2000, "Suitability of the DCS460 Colour Digital Camera for Quantitative Remote Sensing Analysis of Vegetation," ISPRS Journal of Photogrammetry and Remote Sensing , 55:105-118.
   Google Scholar
• Dunford, R., Michel, K., Gagnage, M., Piégay, H., and M.-L. Trémelo, 2009, "Potential and Constraints of Unmanned Aerial Vehicle Technology for the Characterization of Mediterranean Riparian Forest," International Journal of Remote Sensing , 30:4915-4935.
   Google Scholar
• Edrich, M. and G. Weiss, 2008, "Second-Generation Ka-Band UAV SAR System," in Proceedings of the 38th European Microwave Conference, Amsterdam, October 27-31, 2008 , Louvain-la-Neuve, Belgium: European Microwave Association.
   Google Scholar
• Esler, D., 2010, "How UAVs Will Change Aviation," Aviation Week , June 7, 2010.
   Google Scholar
• FAA (Federal Aviation Administration), 2010, Unmanned Aircraft Systems (UAS), Regulations and Policies," FAA Aviation Safety Unmanned Aircraft Program Office, [ http://www.faa.gov/about/initiatives/uas/reg/
   Google Scholar
• Göktoğon, A. H., Sukkarieh, S., Bryson, M., Randle, J., Lupton, T., and C. Hung, 2010, "A Rotary-Winged Unmanned Air Vehicle for Aquatic Weed Surveillance and Management," Journal of Intelligent and Robotic Systems , 57:467-484.
   Google Scholar
• Gonzalez, F., Walker, R., Rutherford, N., and C. Turner, 2010, "Assessment of the Suitability of Public Mobile Data Networks for Aircraft Telemetry and Control Purposes," Progress in Aerospace Sciences [doi:10.1016/j.paerosci], in press.
   Google Scholar
• Hardin, P. J. and T. J. Hardin, 2010, "Small-Scale Remotely Piloted Vehicles in Environmental Research," Geography Compass , 4(9):1297-1311.
   Google Scholar
• Hardin, P. J., Jackson, M. W., Anderson, V. J., and R. Johnson, 2007, "Detecting Squarrose Knapweed ( Centaurea virgata Lam. Ssp. squarrosa Gugl.) Using a Remotely Piloted Vehicle: A Utah Case Study," GIScience and Remote Sensing , 44:203-219.
   Google Scholar
• Hunt, E. R., Jr., Daughtry, C. S. T., Walthall, C. L., McMurtrey, J. E., III, and P. Dulaney, 2003, "Agricultural Remote Sensing Using Radio-Controlled Aircraft," in Digital Image and Spectral Techniques: Applications to Precision Agriculture and Crop Physiology , Madison, WI: American Soil Association, ASA Special Publications Number 66, 197-205.
   Google Scholar
• Hunt, E. R., Jr., Hively, W. D., Daughtry, C. S. T., McCarty, G. W., Fujikawa, S. J., Ng, T. L., Tranchitella, M., Linden, D. S., and D. W. Yoel, 2008, "Remote Sensing of Crop Leaf Area Index Using Unmanned Airborne Vehicles," in Proceedings of the Pecora 17 Symposium , Denver, CO, November 18-20, 2008.
   Google Scholar
• Hunt, E. R., Jr., Hively, W. D., Fujikawa, S. J., Linden, D. S., Daughtry, C. S. T., and G. W. McCarty, 2010, "Acquisition of NIR-Green-Blue Digital Photographs from Unmanned Aircraft for Crop Monitoring," Remote Sensing , 2:290-305.
   Google Scholar
• Jensen, A. M., Baumann, M., and Y. Q. Chen, 2008, "Low-Cost Multispectral Aerial Imaging Using Autonomous Runway-Free Small Flying Wing Vehicles, in Transactions of the 2008 IEEE International Geoscience and Remote Sensing Symposium, Boston, MA, July 6-11, 2008 , New York, NY: Institute of Electrical and Electronics Engineers.
   Google Scholar
• Jensen, J. R., 2006, Remote Sensing of Environment: An Earth Resource Perspective , Upper Saddle River, NJ: Prentice Hall.
   Google Scholar
• Jones, G. P., IV, Pearlstine, L. G., and H. F. Percival, 2006, "An Assessment of Small Unmanned Aerial Vehicles for Wildlife Research," Wildlife Society Bulletin , 34:750-758.
   Google Scholar
• Karp, J. and A. Pasztor, 2006, "Drones in Domestic Skies?; They're in Demand for Rescue and Surveillance Missions, but Critics Question Safety," Wall Street Journal , August 7, 2006, B1.
   Google Scholar
• Kephart, R. J. and M. S. Braasch, 2010, "See-and-Avoid Comparison of Performance in Manned and Remotely Piloted Aircraft," Aerospace and Electronic Systems Magazine , 25:36-42.
   Google Scholar
• Koski, W. R., Allen, T., Ireland, D., Buck, G., Smith, P. R., Macrander, A. M., Halick, M. A., Rushing, C., Silva, D. J., and T. L. McDonald, 2009, "Evaluation of an Unmanned Airborne System for Monitoring Marine Mammals," Aquatic Mammals , 35:347-357.
   Google Scholar
• Laliberte, A. S., and A. Rango, 2011, "Image Processing and Classification Procedures for Analysis of Sub-decimeter Imagery Acquired with an Unmanned Aircraft over Arid Rangelands," GIScience and Remote Sensing , 48:4-23.
   Google Scholar
• Laliberte, A. S., Rango, A., and J. Herrick, 2007, "Unmanned Aerial Vehicles for Rangeland Mapping and Monitoring: a Comparison of Systems," Paper presented at The American Society for Photogrammetry and Remote Sensing Annual Conference, Tampa, FL, May 7-11, 2007.
   Google Scholar
• Laliberte, A. S., Winters, C., and A. Rango, 2008, "A Procedure for Orthorectification of Sub-decimeter Resolution Imagery Obtained with an Unmanned Aerial Vehicle." Paper presented at The American Society for Photogrammetry and Remote Sensing Annual Conference, Portland, OR, April 28-May 2, 2008.
   Google Scholar
• Laliberte, A. S., Winters, C., and A. Rango, 2011, "UAS Remote Sensing Missions for Rangeland Applications," Geocarto International , in press.
   Google Scholar
• Lebourgeois, V., Bégúe, A., Labbé, S., Mallavan, B., Prévot, L., and B. Roux, 2008, "Can Commercial Digital Cameras Be Used as Multispectral Sensors? A Crop Monitoring Test," Sensors , 8:7300-7322.
   Google Scholar
• Lewis, G., 2007, "Evaluating the Use of a Low-Cost Unmanned Aerial Vehicle Platform in Acquiring Digital Imagery for Emergency Response," in Geomatics Solutions for Disaster Management , Berlin, Germany: Springer, 117-133.
   Google Scholar
• Nebiker, S., Annen, A., Scherrer, M., and D. Oesch, 2008, "A Light-Weight Multispectral Sensor for Micro UAV—Opportunities for Very High Resolution Airborne Remote Sensing," in The International Archives of the Photogrammetry, Remote Sensing, and Spatial Information Sciences ISPRS Congress , XXXVII, Part B1, Commission 1:1193-1200.
   Google Scholar
• Newcome, L. R., 2004, Unmanned Aviation: A Brief History of Unmanned Aerial Vehicles , Reston, VA: American Institute of Aeronautics and Astronautics, Inc.
   Google Scholar
• Rango, A., Laliberte, A., Steele, C., Herrick, J. E., Bestelmeyer, B., Schmugge, T., Roanhorse, A., and V. Jenkins, 2006, "Using Unmanned Aerial Vehicles for Rangelands: Current Applications and Future Potentials," Environmental Practice , 8:159-168.
   Google Scholar
• Reuder, J., Brisset, P., Jonassen, M., Müller, M., and S. Mayer, 2009, "The Small Unmanned Meteorological Observer SUMO: A New Tool for Atmospheric Boundary Layer Research," Meteorologische Zeitschrift , 18:141-147.
   Google Scholar
• Rosenberg, A. S., 2009, An Evaluation of a UAV Guidance System with Consumer Grade GPS Receivers , Ph.D. dissertation, Department of Agricultural and Biosystems Engineering, University of Arizona, Tucson, AZ.
   Google Scholar
• Rufino, G. and A. Moccia, 2005, "Integrated VIS-NIR Hyperspectral/Thermal-IR Electro-optical Payload System for a Mini-UAV," in Proceedings of the AIAA 5th Aviation, Technology, Integration, and Operations Conference, Arlington, VA, September 26-28, 2005 . Reston, VA: American Institute of Aeronautics and Astronautics.
   Google Scholar
• Spiess, T., Bange, J., Buschmann, M., and P. Vörsmann, 2007, "First Application of the Meteorological Mini-UAV ‘M 2 AV’," Meteorologische Zeitschrift , 16:156-169.
   Google Scholar
• Stefanik, K. V., Gassaway, J. C., Kochersberger, K., and A. L. Abbott, 2011, "UAV-Based Stereo Vision for Rapid Aerial Terrain Mapping," GIScience and Remote Sensing , 48:24-49.
   Google Scholar
• Sugiura, R., Noguchi, N., and K. Ishii, 2005, "Remote-Sensing Technology for Vegetation Monitoring Using an Unmanned Helicopter," Biosystems Engineering , 90:369-379.
   Google Scholar
• Swain, K. C., Thomson, S. J., and H. P. W. Jayasuriya, 2010, "Adoption of Unmanned Helicopter for Low-Altitude Remote Sensing to Estimate Yield and Total Biomass of a Rice Crop," Transactions of the American Society of Agricultural and Biological Engineers , 53:21-27.
   Google Scholar
• Tomlins, G. F., 1983, "Some Considerations in the Design of Low-Cost Remotely-Piloted Aircraft for Civil Remote Sensing Applications," The Canadian Surveyor , 37:157-167.
   Google Scholar
• Tomlins, G. F. and M. J. Manore, 1984, "Remotely Piloted Aircraft for Small Format Aerial Photography," in Proceedings of the 8th Canadian Symposium on Remote Sensing, Montreal, Quebec Canada, May 3-6, 1983 , 127-136.
   Google Scholar
• Verhoeven, G. J. J., Loenders, J., Vermeulen, F., and R. Docter, 2009, "Helikite Aerial Photography—a Versatile Means of Unmanned, Radio Controlled, Low-Altitude Aerial Archaeology," Archaeological Prospection , 16:125-138.
   Google Scholar
• Vericat, D., Brasington, J., Wheaton, J., and M. Cowie, 2009, "Accuracy Assessment of Aerial Photographs Acquired Using Lighter-than-Air Blimps: Low-Cost Tools for Mapping River Corridors," River Research and Applications , 25:985-1000.
   Google Scholar
• Walker, J. W. and S. L. Devore, 1995, Low Altitude Large Scale Reconnaissance: A Method of Obtaining High Resolution Vertical Photographs for Small Areas , rev. ed., Denver CO: U.S. National Park Service, Rocky Mountain Regional Office, Interagency Archaeological Services Division of Partnerships and Outreach.
   Google Scholar
• Zaugg, E. C., Hudson, D. L., and Long, D. G., 2006, "The BYU μSAR: A Small, Student-Built SAR for UAV Operation," in Transactions of the 2006 IEEE International Geoscience and Remote Sensing Symposium, Denver, CO, July 31-August 4, 2006 , New York, NY: Institute of Electrical and Electronics Engineers.
   Google Scholar
• Zhou, G., 2009, "Near Real-Time Orthorectification and Mosaic of Small UAV Video Flow for Time-Critical Event Response," IEEE Transactions on Geoscience and Remote Sensing , 47:39-747.
   Google Scholar