Fuzzy analysis of airborne LiDAR data for rainforest boundary determination

Paper

Zhang, Zhenyu, Liu, Xiaoye, McDougall, Kevin and Wright, Wendy. 2017. "Fuzzy analysis of airborne LiDAR data for rainforest boundary determination." 6th International Conference on Telecommunications and Remote Sensing (ICTRS'17). Delft, Netherlands 06 - 07 Nov 2017 New york, United States. https://doi.org/10.1145/3152808.3152816
Paper/Presentation Title

Fuzzy analysis of airborne LiDAR data for rainforest
boundary determination

Presentation TypePaper
AuthorsZhang, Zhenyu (Author), Liu, Xiaoye (Author), McDougall, Kevin (Author) and Wright, Wendy (Author)
Journal or Proceedings TitleProeccedings of the 6th International Conference on Telecommunications and Remote Sensing (ICTRS'17)
Number of Pages6
Year2017
Place of PublicationNew york, United States
ISBN9781450363648
Digital Object Identifier (DOI)https://doi.org/10.1145/3152808.3152816
Conference/Event6th International Conference on Telecommunications and Remote Sensing (ICTRS'17)
Event Details
6th International Conference on Telecommunications and Remote Sensing (ICTRS'17)
Event Date
06 to end of 07 Nov 2017
Event Location
Delft, Netherlands
Abstract

Airborne LiDAR data have advantages over passive remote
sensing data in detailed description of vertical forest structure. LiDAR-derived information can potentially be used to solve such problems as forest type classification and forest boundary determination. Forest boundaries were usually represented as sharp lines that attempt to distinguish areas with different forest types. In reality, however, forest boundaries are rarely sharp or
crisp, especially in the forest area with multiple canopy layers where species compositions change gradually. Fuzzy analysis offers great potential for characterising the transition zones and determining realistic forest boundaries. This study developed ways of using fuzzy analysis of airborne LiDAR data for determining rainforest boundaries. LiDAR variables were derived
and used to define and calculate membership function values for both rainforest and non-rainforest. The confusion index values were then derived to illustrate the transition zones. Finally, the rainforest boundaries were successfully determined in the study area. The results demonstrated the success of proposed method
for rainforest boundary determination.

KeywordsLiDAR, laser scanning, fuzzy logic, rainforest, forestclassification
ANZSRC Field of Research 2020401304. Photogrammetry and remote sensing
Public Notes

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Byline AffiliationsSchool of Civil Engineering and Surveying
Federation University
Institution of OriginUniversity of Southern Queensland
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Strength properties of grout for strata reinforcement
Mirzaghorbanali, Ali, Gregor, Peter, Ebrahim, Zeinab, Alfahed, Abdullah, Aziz, Naj and McDougall, Kevin. 2019. "Strength properties of grout for strata reinforcement." Aziz, Naj and Kininmonth, Bob (ed.) 2019 Coal Operators' Conference. Wollongong, Australia 18 - 20 Feb 2019 Wollongong, Australia.
Shear strength of rock joints under constant normal loading conditions
Mirzaghorbanali, Ali, Alenzi, Faizal, Gregor, Peter, Aziz, Naj and McDougall, Kevin. 2019. "Shear strength of rock joints under constant normal loading conditions." Aziz, Naj and Kininmonth, Bob (ed.) 2019 Coal Operators' Conference. Wollongong, Australia 18 - 20 Feb 2019 Wollongong, Australia.
Mechanical behaviours of grout for strata reinforcement
Mirzaghorbanali, Ali, Gregor, Peter, Alkandari, Hamed, Aziz, Naj and McDougall, Kevin. 2018. "Mechanical behaviours of grout for strata reinforcement." Aziz, Naj and Kininmonth, Bob (ed.) 2018 Coal Operators' Conference. Wollongong, Australia 07 - 09 Feb 2018 Wollongong, Australia.
Spatial modelling of bilby (Macrotis lagotis) and rabbit (Oryctolagus cuniculus) pellets within a predator-proof enclosure
Lollback, Gregory W., Dunwoody, J. Ernest, Mebberson, Rachel, Shuker, Jonathan D., Page, Tahlie, Hayles, Sarann J., Rakotopare, Nicolas, Liu, Xiaoye and Hero, Jean-Marc. 2018. "Spatial modelling of bilby (Macrotis lagotis) and rabbit (Oryctolagus cuniculus) pellets within a predator-proof enclosure." Australian Mammalogy. 40 (1), pp. 93-102. https://doi.org/10.1071/AM16045
Relevance assessment of crowdsourced data (CSD) using semantics and geographic information retrieval (GIR) techniques
Koswatte, Saman, McDougall, Kevin and Liu, Xiaoye. 2018. "Relevance assessment of crowdsourced data (CSD) using semantics and geographic information retrieval (GIR) techniques." ISPRS International Journal of Geo-Information. 7 (7), pp. 1-18. https://doi.org/10.3390/ijgi7070256
Vulnerability assessment of urban community and critical infrastructures for integrated flood risk management and climate adaptation strategies
Espada, Rudolf, Apan, Armando and McDougall, Kevin. 2017. "Vulnerability assessment of urban community and critical infrastructures for integrated flood risk management and climate adaptation strategies." International Journal of Disaster Resilience in the Built Environment. 8 (4), pp. 375-411. https://doi.org/10.1108/IJDRBE-03-2015-0010
VGI and crowdsourced data credibility analysis using spam email detection techniques
Koswatte, Saman, McDougall, Kevin and Liu, Xiaoye. 2018. "VGI and crowdsourced data credibility analysis using spam email detection techniques." International Journal of Digital Earth: a new journal for a new vision. 11 (5), pp. 520-532. https://doi.org/10.1080/17538947.2017.1341558
Semantic location extraction from crowdsourced data
Koswatte, Saman, McDougall, Kevin and Liu, Xiaoye. 2016. "Semantic location extraction from crowdsourced data." 23rd International Society for Photogrammetry and Remote Sensing (ISPRS 2016). Prague, Czech Republic 12 - 19 Jul 2016 Germany. https://doi.org/10.5194/isprsarchives-XLI-B2-543-2016
An application of space filling curves to digital terrain models
Scarmana, Gabriel and McDougall, Kevin. 2016. "An application of space filling curves to digital terrain models." Jarosz, Andrew (ed.) 16th International Congress for Mine Surveying: Connecting Education and Industry. Brisbane, Australia 12 - 16 Sep 2016 Brisbane, Australia.
Global lessons from successful rhinoceros conservation in Nepal
Aryal, Achyut, Acharya, Krishna Prasad, Shrestha, Uttam Babu, Dhakal, Maheshwar, Raubenhiemer, David and Wright, Wendy. 2017. "Global lessons from successful rhinoceros conservation in Nepal." Conservation Biology. 31 (6), pp. 1494-1497. https://doi.org/10.1111/cobi.12894
Review of Australian land use mapping and land management practice
Baral, Govinda Prasad, McDougall, Kevin and Chong, Albert. 2011. "Review of Australian land use mapping and land management practice." 2011 Surveying and Spatial Sciences Conference: Innovation in Action: Working Smarter (SSSC 2011). Wellington, New Zealand 21 - 25 Nov 2011 Adelaide, Australia.
Using volunteered information to map the Queensland floods
McDougall, Kevin. 2011. "Using volunteered information to map the Queensland floods." 2011 Surveying and Spatial Sciences Conference: Innovation in Action: Working Smarter (SSSC 2011). Wellington, New Zealand 21 - 25 Nov 2011 Adelaide, Australia.
SDI and crowdsourced spatial information management automation for disaster management
Koswatte, S., McDougall, K. and Liu, X.. 2015. "SDI and crowdsourced spatial information management automation for disaster management." Survey Review. 47 (344), pp. 307-315. https://doi.org/10.1179/1752270615Y.0000000008
SDI and crowdsourced spatial information management automation for disaster management
Koswatte, Saman, McDougall, Kevin and Liu, Xiaoye. 2014. "SDI and crowdsourced spatial information management automation for disaster management." FIG Commission 3 Workshop 2014. Bologna, Italy 04 - 07 Nov 2014
Flood inundation mapping using hydraulic modelling and GIS: a case study in the West Creek sub-catchment
Sahib, Basheer, Liu, Xiaoye and McDougall, Kevin. 2014. "Flood inundation mapping using hydraulic modelling and GIS: a case study in the West Creek sub-catchment." 3rd National Conference on Urban Water Management: Storm water 2014. Adelaide, South Australia 13 - 17 Oct 2014 Australia.
Exploring the application of some common raster scanning paths on lossless compression of elevation images
Scarmana, Gabriel and McDougall, Kevin. 2015. "Exploring the application of some common raster scanning paths on lossless compression of elevation images." IEEE International Geoscience and Remote Sensing Symposium 2015 (IGARSS 2015): Remote Sensing: Understanding the Earth for a Safer World. Milan, Italy 26 - 31 Jul 2015 Milan, Italy.
Vulnerability assessment and interdependency analysis of critical infrastructures for climate adaptation and flood mitigation
Espada Jr., Rodolfo, Apan, Armando and McDougall, Kevin. 2015. "Vulnerability assessment and interdependency analysis of critical infrastructures for climate adaptation and flood mitigation." International Journal of Disaster Resilience in the Built Environment. 6 (3), pp. 313-346. https://doi.org/10.1108/IJDRBE-02-2014-0019
Preliminary spatial analysis of Hendra disease outbreaks in South East Queensland
Burnham, Jahnavi, Chong, Albert K., Liu, Xiaoye and Moore, Antoni. 2015. "Preliminary spatial analysis of Hendra disease outbreaks in South East Queensland." The Globe.
Spatial modelling of natural disaster risk reduction policies with Markov decision processes
Espada Jr., Rodolfo, Apan, Armando and McDougall, Kevin. 2014. "Spatial modelling of natural disaster risk reduction policies with Markov decision processes." Applied Geography. 53, pp. 284-298. https://doi.org/10.1016/j.apgeog.2014.06.021
Characterisation of network objects in natural and anthropic environments
Harris, Bruce, McDougall, Kevin and Barry, Michael. 2014. "Characterisation of network objects in natural and anthropic environments." Dragicevic, S. and Li, S. (ed.) ISPRS Technical Commission II Midterm Symposium 2014. Toronto, Canada 06 - 08 Oct 2014 London, United Kingdom. https://doi.org/10.5194/isprsarchives-XL-2-161-2014
The impact of varying statutory arrangements on spatial data sharing and access in regional NRM bodies
Paudyal, D. R., McDougall, K. and Apan, A.. 2014. "The impact of varying statutory arrangements on spatial data sharing and access in regional NRM bodies." ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. II (8), pp. 193-197. https://doi.org/10.5194/isprsannals-II-8-193-2014
Feature assessment in object-based forest classification using airborne LiDAR data and high spatial resolution satellite imagery
Zhang, Zhenyu, Liu, Xiaoye and Wright, Wendy. 2014. "Feature assessment in object-based forest classification using airborne LiDAR data and high spatial resolution satellite imagery." Gamba, Paolo, Xian, George, Wang, Guangxing, Zhu, Jianjun and Weng, Qihao (ed.) 3rd International Workshop on Earth Observation and Remote Sensing Applications (EORSA 2014): Global Change and Sustainable Development: A Remote Sensing Perspective. Changsha, China 11 - 14 Jun 2014 Piscataway, NJ. United States. https://doi.org/10.1109/EORSA.2014.6927920
A pyramid approach to lossless data compression of grid-based digital elevation models
Scarmana, Gabriel and McDougall, Kevin. 2014. "A pyramid approach to lossless data compression of grid-based digital elevation models." IEEE International Geoscience and Remote Sensing Symposium 2014 (IGARSS 2014): Energy and our Changing Planet. Quebec City, Canada 13 - 18 Jul 2014 Piscataway, NJ. United States. https://doi.org/10.1109/IGARSS.2014.6946981
WorldView-2 satellite imagery and airborne LiDAR data for object-based forest species classification in a cool temperate rainforest environment
Zhang, Zhenyu and Liu, Xiaoye. 2013. "WorldView-2 satellite imagery and airborne LiDAR data for object-based forest species classification in a cool temperate rainforest environment." Abdul Rahman, Alias, Boguslawski, Pawel, Gold, Christopher and Nor Said, Mohamad (ed.) Developments in multidimensional spatial data models. Heidelberg, Germany. Springer. pp. 103-122
Effects of spatial resolution on measurement of landscape function using the landscape leakiness calculator
Dunwoody, Ernest, Apan, Armando and Liu, Xiaoye. 2013. "Effects of spatial resolution on measurement of landscape function using the landscape leakiness calculator." Surveying and Spatial Sciences Conference (SSSC 2013): Collect, Connect, Capitalise. Canberra, Australia 17 - 19 Apr 2013 Canberra, Australia.
Developing spatial information sharing strategies across natural resource management communities
Paudyal, Dev Raj, McDougall, Kevin and Apan, Armando. 2013. "Developing spatial information sharing strategies across natural resource management communities." Onsrud, Harlan and Rajabifard, Abbas (ed.) Spatial Enablement in Support of Economic Development and Poverty Reduction: Research, Development and Education Perspectives. Needham, MA, USA. GSDI Association Press. pp. 141-168
Using spatial modelling to develop flood risk and climate adaptation capacity metrics for vulnerability assessments of urban community and critical water supply infrastructure
Espada Jr., Rodolfo, Apan, Armando and McDougall, Kevin. 2013. "Using spatial modelling to develop flood risk and climate adaptation capacity metrics for vulnerability assessments of urban community and critical water supply infrastructure." Featherstone, Jeffrey (ed.) 49th World Congress of the International Society of City and Regional Planners (ISOCARP 2013): Frontiers of Planning: Evolving and Declining Models of City Planning Practice. Brisbane, Australia 01 - 04 Oct 2013 Netherlands.
A comparison between static and dynamic foot mobility magnitude measures
Alshadli, Duaa, Chong, Albert K., Newsham-West, Richard, Al-Baghdadi, Jasim Ahmed Ali, Milburn, Peter and McDougall, Kevin. 2013. "A comparison between static and dynamic foot mobility magnitude measures." Toby, Hung (ed.) 31st International Conference on Biomechanics in Sports (ISBS 2013). Taipei, Taiwan 07 - 11 Jul 2013 Taipei, Taiwan.
Human foot plantar surface shape change during gait
AL-Baghdadi, Jasim Ahmed Ali, Chong, Albert K., McDougall, Kevin, Milburn, Peter and Newsham-West, Richard. 2013. "Human foot plantar surface shape change during gait." Toby, Hung (ed.) 31st International Conference on Biomechanics in Sports (ISBS 2013). Taipei, Taiwan 07 - 11 Jul 2013 Taipei, Taiwan.
Using spatial modelling to develop flood risk and climate adaptation capacity metrics for assessing urban community and critical electricity infrastructure vulnerability
Espada Jr., R., Apan, A. and McDougall, K.. 2013. "Using spatial modelling to develop flood risk and climate adaptation capacity metrics for assessing urban community and critical electricity infrastructure vulnerability." Piantadosi, J., Anderssen, R. S. and Boland, J. (ed.) 20th International Congress on Modelling and Simulation (MODSIM2013). Adelaide, Australia 01 - 06 Dec 2013 Australia. Modelling and Simulation Society of Australia and New Zealand . https://doi.org/10.36334/modsim.2013.L1.espada
The global cadastre
McDougall, Kevin, Bennett, Rohan and Molen, Paul van der. 2013. "The global cadastre." GIM International. 27 (7), pp. 30-34.
Support vector machines for tree species identification using LiDAR-derived structure and intensity variables
Zhang, Zhenyu and Liu, Xiaoye. 2013. "Support vector machines for tree species identification using LiDAR-derived structure and intensity variables." Geocarto International. 28 (4), pp. 364-378. https://doi.org/10.1080/10106049.2012.710653
Understanding the January 2011 Queensland flood: the role of geographic interdependency in flood risk assessment for urban community
Espada Jr., Rodolfo, Apan, Armando and McDougall, Kevin. 2013. "Understanding the January 2011 Queensland flood: the role of geographic interdependency in flood risk assessment for urban community." Australian and New Zealand Disaster and Emergency Management Conference (ANZDMC 2013): Earth: Fire and Rain. Brisbane, Australia 28 - 30 May 2013 Gold Coast, Australia.
Advances in spatial mapping of waterways
Harris, Bruce, McDougall, Kevin and Barry, Michael. 2013. "Advances in spatial mapping of waterways." Surveying and Spatial Sciences Conference (SSSC 2013): Collect, Connect, Capitalise. Canberra, Australia 17 - 19 Apr 2013 Canberra, Australia.
Development of validation rules to support digital lodgement of 3D cadastral plans
Karki, Sudarshan, Thompson, Rod and McDougall, Kevin. 2013. "Development of validation rules to support digital lodgement of 3D cadastral plans." Computers, Environment and Urban Systems. 40, pp. 34-45. https://doi.org/10.1016/j.compenvurbsys.2012.10.007
Reliability of a high accuracy image-based system for 3D modelling of the medial longitudinal arch during gait
Alshadli, Duaa, Chong, Albert K., McDougall, Kevin, Al-Baghdadi, Jasim, Milburn, Peter and Newsham-West, Richard. 2013. "Reliability of a high accuracy image-based system for 3D modelling of the medial longitudinal arch during gait." Rahman, Alias Abdul, Boguslawski, Pawel, Gold, Christopher and Said, Mohamad Nor (ed.) International Workshop on Geoinformation Advances 2012. Johor Bahru, Malaysia 07 - 08 Nov 2012 Berlin, Germany. https://doi.org/10.1007/978-3-642-36379-5_6
An investigation of the 3-dimensional surface capture techniques of the human foot
Al-Baghdadi, Jasim Ahmed, Chong, Albert K., McDougall, Kevin and Alshadli, Duaa. 2012. "An investigation of the 3-dimensional surface capture techniques of the human foot." Rahman, Alias Abdul, Boguslawski, Pawel, Gold, Christopher and Said, Mohamad Nor (ed.) International Workshop on Geoinformation Advances 2012. Johor Bahru, Malaysia 07 - 08 Nov 2012 Johor Bahru, Malaysia.
Object-based image analysis for forest species classification using Worldview-2 satellite imagery and airborne LiDAR data
Zhang, Zhenyu, Liu, Xiaoye and Wright, Wendy. 2012. "Object-based image analysis for forest species classification using Worldview-2 satellite imagery and airborne LiDAR data." International Symposium on Remote Sensing (ISRS 2012), 8th International Conference on Space, Aeronautical and Navigational Electronics (ICSANE 2012). Incheon, Korea 10 - 12 Oct 2012
Terrain and canopy surface modelling from LiDAR data for tree species classification
Zhang, Zhenyu, Liu, Xiaoye, Peterson, Jim and Wright, Wendy. 2012. "Terrain and canopy surface modelling from LiDAR data for tree species classification." Ruzicka, Jan and Ruzickova, Katerina (ed.) Symposium GIS Ostrava 2012: Surface Models for Geosciences. Ostrava, Czech Republic 23 - 25 Jan 2012 Ostrava, Czech Republic.
Spatial modelling of adaptation strategies for urban built infrastructures exposed to flood hazards
Espada Jr., Rodolfo, Apan, Armando and McDougall, Kevin. 2012. "Spatial modelling of adaptation strategies for urban built infrastructures exposed to flood hazards." Queensland Surveying and Spatial Conference: The Future of Surveying and Spatial Science is Open (QSSC 2012). Brisbane, Australia 13 - 14 Sep 2012 Brisbane, Australia.
Carbon sequestration potential of spotted gum (Corymbia citriodora subspecies Variegata) in south east Queensland, Australia
Salcedo, Precila G., Maraseni, Tek Narayan and McDougall, Kevin. 2012. "Carbon sequestration potential of spotted gum (Corymbia citriodora subspecies Variegata) in south east Queensland, Australia." International Journal of Environmental Studies. 69 (5), pp. 770-784. https://doi.org/10.1080/00207233.2012.715833
Comparison of multi-scale digital elevation models for defining waterways and catchments over large areas
Harris, Bruce, McDougall, Kevin and Barry, Michael. 2012. "Comparison of multi-scale digital elevation models for defining waterways and catchments over large areas." ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. 1-2, pp. 75-80. https://doi.org/10.5194/isprsannals-I-2-75-2012
The use of LiDAR and volunteered geographic information to map flood extents and inundation
McDougall, K. and Temple-Watts, P.. 2012. "The use of LiDAR and volunteered geographic information to map flood extents and inundation." ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. 1-4, pp. 251-256. https://doi.org/10.5194/isprsannals-I-4-251-2012
An assessment of the contribution of volunteered geographic information during recent natural disasters
McDougall, Kevin. 2012. "An assessment of the contribution of volunteered geographic information during recent natural disasters." Rajabifard, Abbas and Coleman, David (ed.) Spatially enabling government, industry and citizens: research and development perspectives. Needham, MA, United States. GSDI Association Press. pp. 201-214
Exploring the application of volunteered geographic information to catchment management: a survey approach
Paudyal, D. R., McDougall, K. and Apan, A.. 2012. "Exploring the application of volunteered geographic information to catchment management: a survey approach." ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. I (4), pp. 275-280. https://doi.org/10.5194/isprsannals-I-4-275-2012
Spatially enablement of NRM communities through spatial knowledge and information network development
Paudyal, Dev Raj, McDougall, Kevin and Apan, Armando. 2012. "Spatially enablement of NRM communities through spatial knowledge and information network development." Rajabifard, Abbas and Coleman, David (ed.) Spatially enabling government, industry and citizens: research and development perspectives. Needham, MA, United States. GSDI Association Press. pp. 81-102
Statistical analysis of airborne LiDAR data for forest classification in the Strzelecki Ranges, Victoria, Australia
Zhang, Z., Liu, X., Peterson, J. and Wright, W.. 2011. "Statistical analysis of airborne LiDAR data for forest classification in the Strzelecki Ranges, Victoria, Australia." Chan, F., Marinova, D. and Anderssen, R. S. (ed.) 19th International Congress on Modelling and Simulation (MODSIM2011). Perth, Australia 12 - 16 Dec 2011 Australia. Modelling and Simulation Society of Australia and New Zealand . https://doi.org/10.36334/modsim.2011.E3.zhang
Assessing spatial information access, use and sharing for catchment management in Australia
Paudyal, Dev Raj, McDougall, Kevin and Apan, Armando. 2011. "Assessing spatial information access, use and sharing for catchment management in Australia." Hock, Barbara (ed.) 2011 Surveying and Spatial Sciences Conference: Innovation in Action: Working Smarter (SSSC 2011). Wellington, New Zealand 21 - 25 Nov 2011 Rotorua, New Zealand.
Characteristic analysis of a flash flood-affected creek catchment using LiDAR-derived DEM
Liu, X., Zhang, Z. and McDougall, K.. 2011. "Characteristic analysis of a flash flood-affected creek catchment using LiDAR-derived DEM." Chan, F., Marinova, D. and Anderssen, R. S. (ed.) 19th International Congress on Modelling and Simulation (MODSIM2011). Perth, Australia 12 - 16 Dec 2011 Australia. Modelling and Simulation Society of Australia and New Zealand . https://doi.org/10.36334/modsim.2011.E14.liu
Standardizing Australian semi-urban land cover mapping through FAO land cover classification system
Perera, Kithsiri, Moore, David, Apan, Armando and McDougall, Kevin. 2011. "Standardizing Australian semi-urban land cover mapping through FAO land cover classification system." Hock, Barbara (ed.) 2011 Surveying and Spatial Sciences Conference: Innovation in Action: Working Smarter (SSSC 2011). Wellington, New Zealand 21 - 25 Nov 2011 Rotorua, New Zealand.
Evaluation of photo imaging methods for vegetation condition assessment
Apan, Armando, Baral, Govinda, Dunwoody, Ernest, Richardson, Lucy and McDougall, Kevin. 2011. "Evaluation of photo imaging methods for vegetation condition assessment." 2011 Surveying and Spatial Sciences Conference: Innovation in Action: Working Smarter (SSSC 2011). Wellington, New Zealand 21 - 25 Nov 2011 Adelaide, Australia.
Mapping cycling pathways and route selection using GIS and GPS
Huntley, Matthew, Liu, Xiaoye, McDougall, Kevin and Gibbings, Peter. 2011. "Mapping cycling pathways and route selection using GIS and GPS." Hock, Barbara (ed.) 2011 Surveying and Spatial Sciences Conference: Innovation in Action: Working Smarter (SSSC 2011). Wellington, New Zealand 21 - 25 Nov 2011 Rotorua, New Zealand.
Skin texture-enhancement for automated 3D point cloud generation in Charcot-Marie-Tooth disease application
Alshadli, Duaa, Chong, Albert K., McDougall, Kevin and AL-Baghdadi, Jasim Ahmed Ali. 2011. "Skin texture-enhancement for automated 3D point cloud generation in Charcot-Marie-Tooth disease application." Jianping, Cui, Ying, Zhang and Juan, Wu (ed.) ICEMI 2011: 10th International Conference on Electronic Measurement and Instruments. Chengdu. China 16 - 18 Aug 2011 Piscataway, NJ. United States. https://doi.org/10.1109/ICEMI.2011.6037844
A dense surface modelling technique for foot surface imaging
Al-Baghdadi, Jasim Ahmed Ali, Chong, Albert K., McDougall, Kevin, Alshadli, Duaa, Milburn, Peter and Newsham-West, Richard. 2011. "A dense surface modelling technique for foot surface imaging." Hock, Barbara (ed.) 2011 Surveying and Spatial Sciences Conference: Innovation in Action: Working Smarter (SSSC 2011). Wellington, New Zealand 21 - 25 Nov 2011 Rotorua, New Zealand.
Accuracy assessment of LiDAR elevation data using survey marks
Liu, Xiaoye. 2011. "Accuracy assessment of LiDAR elevation data using survey marks." Survey Review. 43 (319), pp. 80-93. https://doi.org/10.1179/003962611X12894696204704
Drainage network extraction using LiDAR-derived DEM in volcanic plains
Liu, Xiaoye and Zhang, Zhenyu. 2011. "Drainage network extraction using LiDAR-derived DEM in volcanic plains." Area. 43 (1), pp. 42-52. https://doi.org/10.1111/j.1475-4762.2010.00955.x
Applying the global standard FAO LCCS to map land cover of rural Queensland
Perera, Kithsiri, Apan, Armando, McDougall, Kevin and Samarakoon, Lal. 2011. "Applying the global standard FAO LCCS to map land cover of rural Queensland." Asian Journal of Geoinformatics. 11 (3).
High-resolution DEM generated from LiDAR data for water resource management
Liu, X., Peterson, J. and Zhang, Z.. 2005. "High-resolution DEM generated from LiDAR data for water resource management." Zerger, Andre and Argent, Robert M. (ed.) 16th International Congress on Modelling and Simulation (MODSIM05). Melbourne, Australia 12 - 15 Dec 2005 Australia. Modelling and Simulation Society of Australia and New Zealand .
Long term land use and land cover change and its impact on cool temperate rainforest in the Strzelecki Ranges, Australia
Zhang, Z., Peterson, J., Zhu, X. and Wright, W.. 2008. "Long term land use and land cover change and its impact on cool temperate rainforest in the Strzelecki Ranges, Australia." Chen, Jun (ed.) 21st Congress of the International Society of Photogrammetry and Remote Sensing (ISPRS 2008). Beijing, China 03 - 11 Jul 2008 Beijing, China.
Ground truth extraction from LiDAR data for image orthorectification
Liu, Xiaoye and Zhang, Zhenyu. 2008. "Ground truth extraction from LiDAR data for image orthorectification." Weng, Qihao, Zhang, Jixian, Liu, Zhengjun and Wang, Jing (ed.) 2008 International Workshop on Earth Observation and Remote Sensing Applications. Beijing, China 30 Jun - 02 Jul 2008 China. https://doi.org/10.1109/EORSA.2008.4620320
LIDAR data reduction for efficient and high quality DEM generation
Liu, Xiaoye and Zhang, Zhenyu. 2008. "LIDAR data reduction for efficient and high quality DEM generation." Chen, Jun (ed.) 21st Congress of the International Society of Photogrammetry and Remote Sensing (ISPRS 2008). Beijing, China 03 - 11 Jul 2008 Beijing, China.
Airborne LiDAR for DEM generation: some critical issues
Liu, Xiaoye. 2008. "Airborne LiDAR for DEM generation: some critical issues." Progress in Physical Geography: an international review of geographical work in the natural and environmental sciences. 32 (1), pp. 31-49. https://doi.org/10.1177/0309133308089496
The effect of LiDAR data density on DEM accuracy
Liu, X., Zhang, Z., Peterson, J. and Chandra, S.. 2007. "The effect of LiDAR data density on DEM accuracy." Oxley, Les and Kulasiri, Don (ed.) 17th International Congress on Modelling and Simulation (MODSIM07). Christchurch, New Zealand 10 - 13 Dec 2007 Australia. Modelling and Simulation Society of Australia and New Zealand .
LiDAR-derived high quality ground control information and DEM for image orthorectification
Liu, Xiaoye, Zhang, Zhenyu, Peterson, Jim and Chandra, Shobhit. 2007. "LiDAR-derived high quality ground control information and DEM for image orthorectification." Geoinformatica: an international journal on advances of computer science for geographic information systems. 11 (1), pp. 37-53. https://doi.org/10.1007/s10707-006-005-9
Cool temperate rainforest and adjacent forests classification using airborne LiDAR data
Zhang, Zhenyu, Liu, Xiaoye, Peterson, Jim and Wright, Wendy. 2011. "Cool temperate rainforest and adjacent forests classification using airborne LiDAR data." Area. 43 (4), pp. 438-448. https://doi.org/10.1111/j.1475-4762.2011.01035.x
Understanding the impact of volunteered geographic information during the Queensland floods
McDougall, Kevin. 2011. "Understanding the impact of volunteered geographic information during the Queensland floods." Shepherd, D., West, G. and Johnston, M. (ed.) ISDE 7: 7th International Symposium on Digital Earth . Perth, Australia 23 - 25 Aug 2011 Perth, Australia.
Effects of LiDAR data reduction and breaklines on the accuracy of digital elevation model
Liu, Xiaoye and Zhang, Zhenyu. 2011. "Effects of LiDAR data reduction and breaklines on the accuracy of digital elevation model." Survey Review. 43 (323), pp. 614-628. https://doi.org/10.1179/003962611X13117748892317
Bush lawyers in New South Wales and Queensland: a spatial analysis
McDougall, Kevin and Mortensen, Reid. 2011. "Bush lawyers in New South Wales and Queensland: a spatial analysis." Deakin Law Review. 16 (1), pp. 75-109.
Improving soil salinity prediction with high resolution DEM derived from LiDAR data
Liu, Xiaoye, Peterson, Jim, Zhang, Zhenyu and Chandra, Shobhit. 2005. "Improving soil salinity prediction with high resolution DEM derived from LiDAR data." 9th International Symposium on Physical Measurements and Signatures in Remote Sensing (ISPMSRS 2005). Beijing, China 17 - 19 Oct 2005
Spatial data infrastructure convergence: building spatial data infrastructure bridges to address climate change
Paudyal, Dev Raj, McDougall, Kevin and Apan, Armando. 2011. "Spatial data infrastructure convergence: building spatial data infrastructure bridges to address climate change." Joshi, P. K. and Singh, T. P. (ed.) Geoinformatics for climate change studies. New Delhi, India. TERI Press. pp. 377-392
Extracting drainage network from high resolution DEM in Toowoomba, Queensland
Liu, Xiaoye and Zhang, Zhenyu. 2010. "Extracting drainage network from high resolution DEM in Toowoomba, Queensland." Queensland Surveying and Spatial Conference 2010 (QSSC 2010). Brisbane, Australia 01 - 03 Sep 2010 Brisbane, Australia.
A regional collaborative network to improve spatial information sharing in Australia
Paudyal, Dev Raj, McDougall, Kevin and Apan, Armando. 2010. "A regional collaborative network to improve spatial information sharing in Australia." 12th Global Spatial Data Infrastructure Association World Conference (GSDI 12). Singapore 19 - 22 Oct 2010 Melbourne, Australia.
Applying the global standard FAO LCCS to map rural Queensland land cover
Perera, Kithsiri, Moore, David, Apan, Armando and McDougall, Kevin. 2010. "Applying the global standard FAO LCCS to map rural Queensland land cover." Queensland Surveying and Spatial Conference 2010 (QSSC 2010). Brisbane, Australia 01 - 03 Sep 2010 Brisbane, Australia.
Mapping Queensland land cover according to FAO LCCS using multi-source spatial data
Perera, Kithsiri, Moore, David, Tateishi, Ryutaro, Apan, Armando and McDougall, Kevin. 2010. "Mapping Queensland land cover according to FAO LCCS using multi-source spatial data." Kajiwara, Koji, Muramatsu, Kanako, Soyama, Noriko, Endo, Takahiro, Ono, Akiko and Akatsuka, Shin (ed.) ISPRS Technical Commission VIII Symposium (ISPRS 2010): Networking the World with Remote Sensing. Kyoto, Japan 09 - 12 Aug 2010 London, United Kingdom.
Data validation in a 3D cadastre
Karki, Sudarshan, Thompson, Rod and McDougall, Kevin. 2010. "Data validation in a 3D cadastre." Neutens, Tijs and de Maeyer, Philippe (ed.) Developments in 3D geo-information sciences. Heidelberg, Germany. Springer. pp. 92-122
An overview of 3d cadastre from a physical land parcel and a legal property object perspective
Karki, Sudarshan, McDougall, Kevin and Thompson, Rod. 2010. "An overview of 3d cadastre from a physical land parcel and a legal property object perspective." Staiger, Rudolf (ed.) 24th International Federation of Surveyors International Congress (FIG 2010): Facing the Challenges - Building the Capacity. Sydney, Australia 11 - 16 Apr 2010 Sydney, Australia.
From silos to networks - will users drive spatial data infrastructures in the future?
McDougall, Kevin. 2010. "From silos to networks - will users drive spatial data infrastructures in the future?" Staiger, Rudolf (ed.) 24th International Federation of Surveyors International Congress (FIG 2010): Facing the Challenges - Building the Capacity. Sydney, Australia 11 - 16 Apr 2010 Sydney, Australia.
Spatial data infrastructure for pro-poor land management
Paudyal, Dev Raj and McDougall, Kevin. 2010. "Spatial data infrastructure for pro-poor land management." Staiger, Rudolf (ed.) 24th International Federation of Surveyors International Congress (FIG 2010): Facing the Challenges - Building the Capacity. Sydney, Australia 11 - 16 Apr 2010 Sydney, Australia.
Spatial data infrastructure for catchment management: a case study of Condamine Catchment, Australia
Paudyal, Dev Raj, McDougall, Kevin and Apan, Armando. 2009. "Spatial data infrastructure for catchment management: a case study of Condamine Catchment, Australia." Indian Cartographer. 28, pp. 439-444.
Evaluation of the performance of DEM interpolation algorithms for LiDAR data
Liu, Xiaoye, Zhang, Zhenyu and Peterson, Jim. 2009. "Evaluation of the performance of DEM interpolation algorithms for LiDAR data." Ostendorf, Bertram, Baldock, Penny, Bruce, David, Burdett, Michael and Corcoran, Paul (ed.) 2009 Surveying and Spatial Sciences Institute Biennial International Conference (SSC 2009): Spatial Diversity. Adelaide, Australia 28 Sep - 02 Oct 2009 Adelaide, Australia.
Large area DEM generation using airborne LiDAR data and quality control
Liu, Xiaoye, Zhang, Zhenyu, Peterson, Jim and Chandra, Shobhit. 2008. "Large area DEM generation using airborne LiDAR data and quality control." Li, D. R., Foody, Giles M. and Ge, Y. (ed.) 8th International Symposium on Spatial Accuracy Assessment in Natural Resources and Environmental Sciences. Shanghai, China 25 - 27 Jun 2008 Liverpool, UK.
A spatial analysis of Greater Bilby (Macrotis Lagotis) habitat in south-west Queensland
Dunwoody, Ernest, Liu, Xiaoye and McDougall, Kevin. 2009. "A spatial analysis of Greater Bilby (Macrotis Lagotis) habitat in south-west Queensland." Ostendorf, Bertram, Baldock, Penny, Bruce, David, Burdett, Michael and Corcoran, Paul (ed.) 2009 Surveying and Spatial Sciences Institute Biennial International Conference (SSC 2009): Spatial Diversity. Adelaide, Australia 28 Sep - 02 Oct 2009 Adelaide, Australia.
Volunteered geographic information for building SDI
McDougall, Kevin. 2009. "Volunteered geographic information for building SDI." Ostendorf, Bertram, Baldock, Penny, Bruce, David, Burdett, Michael and Corcoran, Paul (ed.) 2009 Surveying and Spatial Sciences Institute Biennial International Conference (SSC 2009): Spatial Diversity. Adelaide, Australia 28 Sep - 02 Oct 2009 Adelaide, Australia.
The potential of citizen volunteered spatial information for building SDI
McDougall, Kevin. 2009. "The potential of citizen volunteered spatial information for building SDI." GSDI 11 World Conference: Spatial Data Infrastructure Convergence: Building SDI Bridges to Address Global Challenges. Rotterdam, The Netherlands 15 - 19 Jun 2009 Rotterdam, The Netherlands.
Local government and SDI - understanding their capacity to share data
McDougall, Kevin, Rajabifard, Abbas and Williamson, Ian. 2009. "Local government and SDI - understanding their capacity to share data." van Loenen, B., Besemer, J. W. J. and Zevenbergen, J. A. (ed.) SDI convergence: research, emerging trends, and critical assessment. Delft, Netherlands. Netherlands Geodetic Commission. pp. 205-218
Regional SDIs in Australia
Masser, Ian and McDougall, Kevin. 2009. "Regional SDIs in Australia." Advanced Regional SDIs Workshop (2009). Ispra, Italy 19 - 20 May 2008 Ispra, Italy.
Building SDI bridges for catchment management
Paudyal, Dev Raj, McDougall, Kevin and Apan, Armando. 2009. "Building SDI bridges for catchment management." van Loenen, B., Besemer, J. W. J. and Zevenbergen, J. A. (ed.) SDI convergence: research, emerging trends, and critical assessment. Delft, Netherlands. Netherlands Geodetic Commission. pp. 265-279
Revealing long term land use and land cover change in a severely disturbed environment
Zhang, Z., Peterson, J., Zhu, X. and Wright, W.. 2008. "Revealing long term land use and land cover change in a severely disturbed environment." Zhang, Jingxiong and Goodchild, Michael F. (ed.) 8th International Symposium on Spatial Accuracy Assessment in Natural Resources and Environmental Sciences. Shanghai, China 25 - 27 Jun 2008 Liverpool, UK.
Predictive mapping of blackberry in the Condamine Catchment using logistic regression and spatial analysis
Apan, Armando, Wells, N., Reardon-Smith, Kathryn, Richardson, L., McDougall, Kevin and Basnet, Badri Bahadur. 2008. "Predictive mapping of blackberry in the Condamine Catchment using logistic regression and spatial analysis." McDougall, Kevin (ed.) Queensland Spatial Conference 2008. Surfers Paradise, Australia 17 - 19 Jul 2008 Brisbane, Australia.
Building spatial data infrastructure to support sustainable catchment management
Paudyal, Dev Raj and McDougall, Kevin. 2008. "Building spatial data infrastructure to support sustainable catchment management." McDougall, Kevin (ed.) Queensland Spatial Conference 2008. Surfers Paradise, Australia 17 - 19 Jul 2008 Brisbane, Australia.
Digital elevation model accuracy requirements for catchment management
McDougall, Kevin, Liu, Xiaoye, Basnet, Badri Bahadur and Apan, Armando. 2008. "Digital elevation model accuracy requirements for catchment management." McDougall, Kevin (ed.) Queensland Spatial Conference 2008. Surfers Paradise, Australia 17 - 19 Jul 2008 Brisbane, Australia.
Unlocking the potential of spatial information through data sharing: it's a two way street
McDougall, Kevin. 2008. "Unlocking the potential of spatial information through data sharing: it's a two way street." McDougall, Kevin (ed.) Global Warning: What's Happening in Paradise (2008). Gold Coast, Australia 17 - 19 Jul 2008 Brisbane, Australia.
Evaluation of current DEM accuracy for Condamine Catchment
McDougall, Kevin, Liu, Xiaoye, Basnet, Badri Bahadur and Apan, Armando. 2008. "Evaluation of current DEM accuracy for Condamine Catchment." Li, Deren, Ge, Yong and Foody, Giles M. (ed.) Accuracy in geomatics. Liverpool, England. World Academic Union.
Building the spatial data infrastructure through data sharing - measuring progress within Australian local and state government jurisdictions
McDougall, Kevin, Rajabifard, Abbas and Williamson, Ian. 2007. "Building the spatial data infrastructure through data sharing - measuring progress within Australian local and state government jurisdictions." Janssen, Volker and Russell, Michael (ed.) 2007 Spatial Sciences Institute Biennial International Conference (SSC2007). Hobart, Australia 14 - 18 May 2007 Hobart, Tasmania.
Measuring and modelling the performance of SDIs at the sub-national level - some research challenges
McDougall, Kevin. 2007. "Measuring and modelling the performance of SDIs at the sub-national level - some research challenges." Rajabifard, Abbas (ed.) Towards a spatially enabled society. Melbourne, Australia. Melbourne University. pp. 311-323
Professional training agreements: a co-operative approach to training surveying graduates
McDougall, Kevin. 1999. "Professional training agreements: a co-operative approach to training surveying graduates." Moorhead, C. (ed.) 18th AIMS National Surveying Conference (Survey 1999): Surveying Together into the New Millennium. Sunshine Coast, Australia 06 - 09 Oct 1999 Brisbane, Australia.
Mine surveying education - a model for the future
McDougall, Kevin and Storey, Bill. 1999. "Mine surveying education - a model for the future." Moorhead, C. (ed.) 18th AIMS National Surveying Conference (Survey 1999): Surveying Together into the New Millennium. Sunshine Coast, Australia 06 - 09 Oct 1999 Brisbane, Australia.
A mixed-method approach for evaluating spatial data sharing partnerships for spatial data infrastruture development
McDougall, Kevin, Rajabifard, Abbas and Williamson, Ian. 2007. "A mixed-method approach for evaluating spatial data sharing partnerships for spatial data infrastruture development." Onsrud, Harlan (ed.) Research and theory in advancing spatial data infrastructure concepts. Redlands, California. ESRI Press. pp. 55-73
Assessing the accuracy and integrity of RTK GPS beneath high voltage power lines
Gibbings, Peter, Manuel, Brent, Penington, Rafe and McDougall, Kevin. 2001. "Assessing the accuracy and integrity of RTK GPS beneath high voltage power lines." Higgins, Matthew (ed.) 42nd Australian Surveyors Congress 2001: A Spatial Odyessy. Brisbane, Australia 25 - 28 Sep 2001 Brisbane, Australia.
Distance, multimedia and web delivery in surveying and GIS courses at the University Of Southern Queensland
McDougall, Kevin, Apan, Armando, Wolski, Ivan and Young, Frank R.. 2001. "Distance, multimedia and web delivery in surveying and GIS courses at the University Of Southern Queensland." Higgins, Matthew (ed.) 42nd Australian Surveyors Congress 2001: A Spatial Odyessy. Brisbane, Australia 25 - 28 Sep 2001 Brisbane, Australia.
Comparison of a d-GPS system and conventional guidance for spraying applications
McDougall, Kevin, Gibbings, Peter and Wolski, Ivan. 2001. "Comparison of a d-GPS system and conventional guidance for spraying applications." 5th Precision Agriculture in Australasia Symposium: Information for Better Production and Environmental Management. Sydney, Australia 17 - 19 Jul 2001 Adelaide, Australia.
Engaging minds through problem solving - a day in the life of a scientist
George, Lucy and McDougall, Kevin. 2002. "Engaging minds through problem solving - a day in the life of a scientist." Australian Science Teacher's Association National Conference (CONASTA 51). Hobart, Tasmania 06 - 11 Jul 2002 Hobart, Tasmania.
A mixed method approach for evaluating spatial data sharing partnerships for SDI development
McDougall, Kevin, Rajabifard, Abbas and Williamson, Ian. 2006. "A mixed method approach for evaluating spatial data sharing partnerships for SDI development." GSDI 9 International Conference for Global Spatial Data Infrastructure: Spatial Information: Tool for Reducing Poverty. Santiago, Chile 03 - 11 Nov 2006 Santiago, Chile.
Are equipment simulators effective when used for technology-based training?
Gibbings, P. and McDougall, K.. 2005. "Are equipment simulators effective when used for technology-based training?" Journal of Spatial Science. 50 (2), pp. 79-89. https://doi.org/10.1080/14498596.2005.9635051
From little things big things grow: building the SDI from local government up
McDougall, Kevin, Rajabifard, Abbas and Williamson, Ian. 2002. "From little things big things grow: building the SDI from local government up." Joint AURISA and 3rd Trans Tasman Surveyors Conference (AURISA 2002): e-Future: into the Mainstream. Adelaide, Australia 25 - 30 Nov 2002 Adelaide, Australia.
Comparison of a d-GPS system and conventional guidance for spraying applications
McDougall, Kevin, Gibbings, Peter and Wolski, Ivan. 2002. "Comparison of a d-GPS system and conventional guidance for spraying applications." Measure and Map.
Local and state-based collaboration: the key to unlocking the potential of SDI
Warnest, Mathew, McDougall, Kevin, Rajabifard, Abbas and Williamson, Ian. 2003. "Local and state-based collaboration: the key to unlocking the potential of SDI." 2003 Spatial Sciences Institute Biennial Conference: Spatial Knowledge Without Boundaries (SSC2003). Canberra, Australia 22 - 27 Sep 2003 Canberra, Australia.
Land tenure management in a dynamic social, economic and environmental context
McDougall, Kevin and Paterson, Mark. 2003. "Land tenure management in a dynamic social, economic and environmental context." 2003 Spatial Sciences Institute Biennial Conference: Spatial Knowledge Without Boundaries (SSC2003). Canberra, Australia 22 - 27 Sep 2003 Canberra, Australia.
Challenges facing spatial information and geomatics education in the higher education sector
McDougall, Kevin, Williamson, Ian, Bellman, Chris and Rizos, Chris. 2006. "Challenges facing spatial information and geomatics education in the higher education sector." Combined 5th Trans Tasman Survey Conference and 2nd Queensland Spatial Industry Conference 2006: Land and Sea Spatially Connected - In a Tropical Hub. Cairns, Australia 18 - 23 Sep 2006
Operational infrastructure for quality distance and online geospatial programs
McDougall, K., Young, F. R. and Apan, A.. 2003. "Operational infrastructure for quality distance and online geospatial programs." Cartography. 32 (1), pp. 25-38. https://doi.org/10.1080/00690805.2003.9714232
What will motivate local governments to share spatial information?
McDougall, Kevin, Rajabifard, Abbas and Williamson, Ian. 2005. "What will motivate local governments to share spatial information?" Bellman, Chris, Cartwright, William and Shortis, Mark (ed.) 2005 Spatial Sciences Institute Biennial Conference: Spatial Intelligence, Innovation and Praxis (SSC2005). Melbourne, Australia 12 - 16 Sep 2005 Melbourne, Australia.
The private surveyor as a spatial data custodian in the local community
Wilcox, Colin and McDougall, Kevin. 2005. "The private surveyor as a spatial data custodian in the local community." Bellman, Chris, Cartwright, William and Shortis, Mark (ed.) 2005 Spatial Sciences Institute Biennial Conference: Spatial Intelligence, Innovation and Praxis (SSC2005). Melbourne, Australia 12 - 16 Sep 2005 Melbourne, Australia.
The survey mark infrastructure: is it doing the job?
McDougall, Kevin. 2005. "The survey mark infrastructure: is it doing the job?" Bellman, Chris, Cartwright, William and Shortis, Mark (ed.) 2005 Spatial Sciences Institute Biennial Conference: Spatial Intelligence, Innovation and Praxis (SSC2005). Melbourne, Australia 12 - 16 Sep 2005 Melbourne, Australia.
Understanding the motivations and capacity for SDI development from the local level
McDougall, Kevin, Rajabifard, Abbas and Williamson, Ian. 2005. "Understanding the motivations and capacity for SDI development from the local level." Abdelaal, Abdelhadi (ed.) 8th International Conference on Global Spatial Data Infrastructure: From Pharaohs to Geoinformatics (GDSI 8). Cairo, Egypt 16 - 21 Apr 2005 Cairo, Egypt.
Modelling land use and land cover change in the Strzelecki ranges
Zhang Z., Peterson J., Zhu, X. and Wright W.. 2007. "Modelling land use and land cover change in the Strzelecki ranges." Oxley, L. and Kulasiri, D. (ed.) 17th International Congress on Modelling and Simulation (MODSIM07). Christchurch, New Zealand 10 - 13 Dec 2007 New Zealand. Modelling and Simulation Society of Australia and New Zealand . pp. 1328-1334