Publications
Remote Sensing and Monitoring research staff names shown in
bold. Publications prior to the formation of this research group in 1987 not
included.
Caccetta, P., Waterworth, R., Furby, S.,
Richards, G., 2010. Monitoring Australian continental land cover changes
using Landsat imagery as a component of assessing the role of vegetation
dynamics on terrestrial carbon cycling, in: European Space Agency Living
Planet Symposium. Bergen, Norway, Jun.-Jul. 2010, pp. 1–7.
Full text PDF (1MB)
Curry, P., Zdunic, K., Wallace, J., Law, J., 2008.
Landsat monitoring of woodland regeneration in degraded mulga rangelands:
implications for arid landscapes managed for carbon sequestration, in:
Australasian Remote Sensing and Photogrammetry Conference. Darwin, NT,
Australia, Sep. 2008, pp. 1–4.
Full text PDF
(3MB)
Zhu, M., Wallace, J., Caccetta, P., Wang,
Y.G., 2006. S-estimation for image calibration. CMIS Technical Report
05/200, CSIRO Mathematical and Information Sciences.
Full text PDF (471KB)
2008
Campbell, N. A.
and Wu, X. (2008), Gradient Cross Correlation for Sub-Pixel
Matching, to appear in the proceedings of
the XXI Congress of the International Society for Photogrammetry and
remote Sensing, 3-11 July, 2008. Beijing, China.
Collings, S., Wu, X.,
Caccetta, P. A., and Campbell, N. A. (2008), Fitting BRDF
Kernels with Spatial Smoothness and Overlap Constraints, to appear
in the proceedings of the 14th Australasian Remote Sensing
and Photogrammetry Conference, Darwin, Australia, 29 September ¨C 3
October, 2008
Furby, S. L. and
Wu, X. (2008), Evaluation of Alternative Sensors for a
¡°Landsat-Based¡± Monitoring Program, to appear in a book of papers
from the 13th Australian Photogrammetry and Remote Sensing
conference published by Springer Verlag as part of a series in
Geoinformation and Cartography.
Furby, S. L.,
Caccetta, P. A., Wu, X. and Chia, J.
(2008), Continental Scale Land Cover Change Monitoring in
Australia using Landsat Imagery, to appear in the proceedings
of ¡°Studying, Modeling and Sense Making of Planet Earth¡±,1
¨C 6 June, 2008,
Department of Geography, University of the Aegean,
Mytilene, Lesvos, Greece.
Furby, S. L.,
Caccetta, P.A. and Wallace, J. F., (2008), Salinity
Monitoring Using Remotely Sensed and Other Spatial Data, to appear
in the proceedings of ¡°Studying, Modeling and
Sense Making of Planet Earth¡±,1 ¨C 6
June, 2008, Department of
Geography, University of the Aegean, Mytilene,
Lesvos, Greece.
Furby, S. L., Caccetta, P. A.,
Wallace, J. F., Wu, X., O¡¯Connell, J., Collings, S.,
Traylen, A. and Deveraux, D. (2008), Recent
Developments in Landsat-based Continental Scale Land Cover Change
Monitoring in Australia, to appear in the
proceedings of the XXI Congress of the International Society for
Photogrammetry and remote Sensing, 3-11 July, 2008. Beijing, China.
Furby, S. L.,
Devereux, D., Traylen, A., Collings, S. and
Wallace, J. F. (2008), Mapping Plantation Type Using Landsat MSS
Imagery, to appear in the proceedings of the 14th
Australasian Remote Sensing and Photogrammetry Conference, Darwin,
Australia, 29 September ¨C 3 October, 2008.
Lawes R.A. and Wallace
J. F. (2008), Monitoring an Invasive Perennial at Landscape Scale
with Remote Sensing, Ecological Management and Restoration, Volume
9, No. 1, pp54-59.
O'Connell, J. and
Caccetta, P. A. (2008), Testing of Alternate Classification
Procedures within an Operational, Satellite based, Forest Monitoring
System, to appear in a book of papers from the 13th
Australian Photogrammetry and Remote Sensing conference published by
Springer Verlag as part of a series in Geoinformation and Cartography.
Wallace J. F.,
Canci, M., Wu X. and Baddeley A. (2008), Monitoring
Native Vegetation on an Urban Groundwater Supply Mound using Airborne
Digital Imagery. Journal of Spatial Sciences, Vol 52, No.1, pp
63-73. [to appear, June 2008 issue]
Wu,
X. (2008), A Simplified
Ortho-Rectification Approach for Satellite Imagery, to appear
in the proceedings of the XXI Congress of the
International Society for Photogrammetry and remote Sensing, 3-11 July,
2008. Beijing, China.
Wu,
X., Guo, J., Wallace, J. F.,
Furby, S. L. and Caccetta, P. A. (2008), Evaluation of
CBERS Image Data: Geometric and Radiometric Aspects, to
appear in a book of papers from the 13th Australian
Photogrammetry and Remote Sensing conference published by Springer
Verlag as part of a series in Geoinformation and Cartography.
¡¡
2007
Caccetta, P. A.
(2007), A Joint Spatial-Temporal Classification and Feature Boundary
Updating Model, ISPRS Symposium "Mapping without
the Sun" ¡ª
Techniques and Applications of Optical and SAR Imagery Fusion, 25-27
September 2007, Chengdu, China
Caccetta, P. A., Furby, S. L., O'Connell, J., Wallace, J. F. and Wu, X. (2007),
Continental Monitoring: 34 Years of Land Cover Change Using Landsat
Imagery, 32nd International Symposium on Remote Sensing of
Environment, June 25-29, 2007, San Jos? Costa Rica.
Article available in full text PDF
(94KB)
Furby, S. L, Wallace, J. F. and Caccetta, P. A.,
(2007). Monitoring Sparse Perennial Vegetation Cover over Australia
using Sequences of Landsat Imagery, 6th International Conference on
Environmental Informatics, Bangkok, Thailand, November 2007.
Richards, G., Held, A. and Caccetta, P. A. (2007), Earth
Observation Contributions to Assessing Australian Terrestrial
Ecosystems, Carbon Stocks and Greenhouse Gas Emissions, The Full
Picture, Tudor Rose, ISBN 978-92-990047-0-8, pp 209¡ª212.
Symeonakis, E.,
Caccetta, P. A., Furby, S. L., Wallace, J. F. and Koukoulasa, S. (2007),
Mapping Land Use Change using Conditional Probability Networks: a
Case Study in the Mediterranean Island of Lesvos. 32nd International
Symposium on Remote Sensing of Environment, June 25-29, 2007, San Jos?
Costa Rica. Article available in full text PDF
(451KB)
Wu, X., Caccetta, P. A.,
Furby, S. L., Wallace, J. F., and
Zhu M. (2007), Time Series Analysis of Land Cover
Change ¨C The National Carbon Accounting System trial in Fujian province,
China, pp.155-162. In book "Advances in Spatio-temporal Analysis"
(Editors Xinming Tang, Yaolin Liu, Jixian Zhang and Wolfgang Kainz),
Taylor & Francis Group, London, UK, September 2007
¡¡
2006
Canci, M., Wallace, J. F., Mattiske, E. and
Malcolm, A. (2006),
Evaluation of Airborne Multi-Spectral Imagery for Monitoring the Effect
of Falling Groundwater Levels on Native Vegetation, The 13th Australasian Remote Sensing and Photogrammetry Conference Proceedings,
Canberra, Australia, 20-24 November, 2006.
Article available in full text PDF (703KB)
Chia, J., Caccetta, P. A., Furby, S. L.
and Wallace, J. F. (2006),
Derivation of Plantation Type Maps, The 13th Australasian Remote Sensing and Photogrammetry Conference Proceedings,
Canberra, Australia, 20-24 November, 2006.
Article available in full text PDF (220KB)
Chia, J., Zhu, M., Caccetta, P. A.
and Wallace, J. F. (2006),
Derivation of a Perennial Vegetation Density Map for the Australian
Continent, The 13th Australasian Remote Sensing and Photogrammetry Conference Proceedings,
Canberra, Australia, 20-24 November, 2006.
Article available in full text PDF (311KB)
Furby, S. L. and Wu, X. (2006),
Evaluation of Alternative Sensors for a Landsat-Based Monitoring
Program, The 13th Australasian Remote Sensing and Photogrammetry Conference Proceedings,
Canberra, Australia, 20-24 November, 2006.
Article available in full text PDF (915KB)
O'Connell, J. and
Caccetta, P. A. (2006),
Testing of Alternate Classification Procedures within an Operational,
Satellite based, Forest Monitoring System, The 13th Australasian Remote Sensing and Photogrammetry Conference Proceedings,
Canberra, Australia, 20-24 November, 2006.
Article available in full text PDF (8676KB)
O'Connell, J. and
Caccetta, P. A. (2006),
Testing of Alternate
Classification Procedures within an Operational, Satellite based, Forest
Monitoring System. CMIS Technical Report
06/46. Article available in full text PDF
(8817KB)
Sun C., Jones, R., Talbot, H., Wu, X.,
Cheong, K., Beare, R., Buckley, M. and Berman, M. (2006),
Measuring the Distance of Vegetation from Powerlines using Stereo
Vision, ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 60,
no.4, pp.269-283, June, 2006
Symeonakis, E.,
Caccetta, P. A., Wallace, J. F. and Koukoulasa, S. (2006),
Multi Temporal Land/Use Cover Change Detection in the Spanish
Mediterranean Coast. International Society of Photogrammetry and
Remote Sensing (ISPRS) Mid-Term Symposium 2006 (Enschede: The
Netherlands: May 2006). Call No 2295.
Article available in full text PDF
(1238KB)
Wallace, J. F.,
Behn G. and Furby, S. L. (2006), Vegetation condition
assessment and monitoring from sequences of satellite imagery.
Ecological Management and Restoration, Vol. 7, Sup 1, pp 33-36.
Wang, Y-G and
Zhu, M. (2006), Rank-based Regression for Analysis of Repeated
Measures. Biometrika: 93: 459--464. Call No 2114.
Wu, X. (2006),
Radiometric Calibration of Aerial Digital Imagery, The 13th Australasian Remote Sensing and Photogrammetry Conference Proceedings,
Canberra, Australia, 20-24 November, 2006.
Article available in full text PDF (3350KB)
Wu, X. (2006),
EuroSDR UltraCamD Data Sets ― Bundle Adjustment Results. CMIS Technical Report 06/158.
Wu, X. (2006),
A BRDF Calibration Approach for Aerial Photographs and Satellite
Images. CMIS Technical Report 06/85.
Wu, X.,
Caccetta, P. A., Furby, S. L., Wallace, J. F. and
Zhu, M. (2006), The National Carbon Accounting System (NCAS)
Trial in Fujian Province, China: Remote Sensing Analysis of Land Cover
Change. CMIS Technical Report 05/89.
Wu, X., Guo,
J.,
Wallace, J. F., Furby, S. L. and
Caccetta, P. A. (2006), Evaluation of CBERS Image Data: Geometric
and Radiometric Aspects. The 13th Australasian Remote Sensing and Photogrammetry Conference Proceedings,
Canberra, Australia, 20-24 November, 2006.
Article available in full text PDF (3343KB)
¡¡
2005
O'Connell, J. and
Caccetta, P. A. (2005), A Parallel Implementation of an Image
Processing Algorithm. APAC conference and exhibition on advanced
computing, grid applications and eResearch. Call No 2123.
Article available in full text PDF
(343KB)
Wang, Y-G, Lu
X. and Zhu M. (2005), Robust estimating functions and bias
corrections for longitudinal data analysis. Biometrics, 2005, 61,
684-691. Call No 2159.
Wu, X.,
Caccetta, P. A., Furby, S. L., Wallace, J. F. and
Zhu, M. (2005), Remote Sensing Analysis of Land Cover Change,
Proceedings of International Symposium on Spatio-temporal Modeling,
Spatial Reasoning, Spatial Analysis, Data Mining and Data Fusion, pp.
327-332, August 27-29, 2005, Beijing, China.
Article available in full text PDF (3225KB)
¡¡
2004
Renzullo, L. J. (2004), Radiometric processing of multitemporal
sequences of satellite imagery for surface reflectance retrievals in
change detection studies, PhD Thesis, Department of Applied Physics,
Curtin University of Technology, Western Australia. Thesis
Link
McFarlane, D. J., George, R. J. and Caccetta, P. A. (2004), The
Extent and Potential Area of Salt-affected Land in Western Australia
Estimated Using Remote Sensing and Digital Terrain Models, Engineering Salinity Solutions, 9-12 November, Perth, Western Australia.
Article available in full text PDF
(398KB)
Chia, J., Campbell, N. A. and Caccetta, P. A. (2004), Using Rational Polynomials for Mapping in Areas with Terrain without Using a Digital Elevation
Model, The 12th Australasian Remote Sensing and Photogrammetry Conference Proceedings, Fremantle, Western Australia, 18-22 October.
Article available in full text PDF (389KB)
Chia, J., Behn, G., Bebbington, D. and
Caccetta, P. A. (2004), Derivation of a Perennial Vegetation Density Map for The South-West Region of Western
Australia, The 12th Australasian Remote Sensing and Photogrammetry Conference Proceedings, Fremantle, Western Australia, 18-22 October.
Article available in full text PDF (879KB)
Caccetta, P. A. and Furby, S. L. (2004),
Monitoring Sparse Perennial Vegetation Cover, The 12th Australasian Remote Sensing and Photogrammetry Conference Proceedings, Fremantle, Western Australia, 18-22 October.
Article available in full text PDF (1,166KB)
Campbell, N. A. and Wu, X. (2004),
Robust Estimation: Towards Automated Image Orientation, The 12th Australasian Remote Sensing and Photogrammetry Conference Proceedings, Fremantle, Western Australia, 18-22 October.
Article available in full text PDF (441KB)
Furby, S. L., Renzullo, L.
J.,
Chia, J. and Wallace, J. F. (2004), The Use of Spectral Indices and Spatially Varying Threshold Surfaces for Mapping the Extent of Perennial Vegetation
over Time, The 12th Australasian Remote Sensing and Photogrammetry Conference Proceedings, Fremantle, Western Australia, 18-22 October.
Article available in full text PDF (326KB)
Karfs, R. A., Daly, C., Beutel, T. S., Peel, L. and
Wallace, J. F. (2004), VegMachine ?Delivering Monitoring Information to Northern Australia’s Pastoral Industry, The 12th Australasian Remote Sensing and Photogrammetry Conference Proceedings, Fremantle, Western Australia, 18-22 October.
Article available in full text PDF
(1,068KB)
Wu, X. and Campbell, N. A. (2004),
A Colour-Balancing Method and its Applications, The 12th Australasian Remote Sensing and Photogrammetry Conference Proceedings, Fremantle, Western Australia, 18-22 October.
Article available in full text PDF
(567KB)
Wu, X., Furby, S. L. and
Wallace, J. F. (2004), An Approach for Terrain Illumination
Correction, The 12th Australasian Remote Sensing and Photogrammetry Conference Proceedings, Fremantle, Western Australia, 18-22 October.
Article available in full text PDF (728KB)
Wallace,
J. F., Caccetta, P. A. and Kiiveri, H. T. (2004), Recent developments in analysis of spatial and temporal data for landscape qualities and
monitoring. Austral Ecology, 29, 100-107.
¡¡
2003
Dunne, R. A. (2003), Multi-Layer Perceptron Models for
Classification, PhD Thesis, Murdoch University.
Thesis available in full text PDF
(10MB)
Caccetta,
P. A. (2003), Notes on Texture and Woody Vegetation Cover. CMIS Technical Report
03/205.
Caccetta,
P. A., Bryant, G., Campbell, N. A., Chia, J.,
Furby, S. L., Kiiveri, H. T., Richards, G., Wallace, J.
F.
and Wu, X. (2003), Notes on Mapping and Monitoring Forest Change in
Australia Using Remote Sensing and Other Data, 30th ISRSE Honolulu,
Hawaii, November 10-14. Article available in full text PDF
(132KB)
Kiiveri, H. T., Caccetta, P. A., Campbell, N. A.,
Evans, F. H., Furby, S. L. and Wallace, J. F.
(2003), Environmental Monitoring Using a Time Series of Satellite
Images and Other Spatial Data Sets, (in Nonlinear Estimation and
Classification by D. D. Denison (Editor), M. H. Hansen, C. Holmes,
B. Mallick, B. Yu), Lecture Notes In Statistics, New York, Springer
Verlag, 2003, ISSU 171, pages 49-62.
Book
Link
¡¡
2002
Dirnböck,
T., Hobbs, R.J., Lambeck, R.J. and Caccetta, P. A. (2002), Vegetation
distribution in relation to topographically driven processes in the
south-western Australia. Journal of Applied Vegetation Science 5, pp.
147-158. Article available in full text PDF
(1426KB)
Furby, S. L.
(2002), Land Cover Change: Specification for Remote Sensing Analysis. National Carbon Accounting System Technical Report 9, Australian Greenhouse Office,
Canberra.
Furby, S. L.
(2002), Remote Sensing of Land Cover Change (1970-2000). In Biomass Estimation: Approaches for Assessment of Stocks and Stock Change, edited by Richards,
G. P. National Carbon Accounting System Technical Report 27, Australian Greenhouse Office,
Canberra.
Richards,
G. and Furby,
S. L. (2002), Sub-hectare
land cover monitoring: developing a national scale time-series program.
11th Australasian Remote Sensing and Photogrammetry Conference
Proceedings, September 2-6, 2002. Article available in full text PDF
(472KB)
¡¡
2001
Furby,
S. L. and Campbell,
N. A. (2001), Calibrating images from different dates to ‘like
value?digital counts. Remote Sensing of Environment, Vol77, Issue
2, 186-196, August, 2001.
Kiiveri, H. T., Caccetta, P. A., and Evans, F. H.
(1999), Use of conditional probability networks for environmental
monitoring, Int. J. Remote Sensing, 22, 7, 1173-1190
Commander D. P., Schoknecht N., Verboom W.
and Caccetta P. A. (2001), The Geology and Physiography of
Wheatbelt Valleys, In proceedings of Dealing With Salinity in
Wheatbelt Valleys: processes, prospects and practical Options, Merredin
Western Australia. Article
available in full text PDF (1,233KB)
Wu,
X., Danaher, T., Wallace,
J. F. and Campbell, N. A. (2001), A
Landsat 7 Calibration Base for Australia Continent. SPIE Second
International Symposium on Multispectral Image Processing and Pattern
Recognition, SPIE Proceedings 4548, 109-113, Wuhan, China, 2001.
Article available in full text PDF
(286KB)
Wu,
X., Danaher,
T., Wallace, J. F. and Campbell, N. A. (2001), A BRDF-Corrected Landsat 7 Mosaic of the Australian Continent.
IGARSS 2001 conference proceedings, July 2001. Article
available in full text PDF (174KB)
Danaher,
T., Wu, X. and Campbell, N.
A. (2001), Bi-directional
Reflectance Distribution Function Approaches to Radiometric Calibration of
Landsat TM imagery. IGARSS 2001 conference proceedings, July 2001.
Article available in full
text PDF (57KB)
Sun,
C, Wu, X. (2001), Automatic
Segmentation of Fiducial Marks Using Attribute-based Mathematical
Morphology. Journal of Electronic Imaging. Vol. 10, No. 2, 560-566,
April, 2001.
Kiiveri,
H. T.
(2001), Landscape partitioning of the Avon Catchment II, CMIS technical
report.
¡¡
2000
Behn, G., McKinnell, F. H., Caccetta, P. A. and Vernes, T.
(2000), Mapping forest cover, Kimberley Region of Western Australia,
Australian Forestry, Vol. 64, No. 2 pp. 80-87.
Behn, G., McKinnell, F. H., Caccetta, P. A. and
Verne, T. (2000), Mapping Forest Cover, Proceedings of the Tenth
Australasian Remote Sensing Conference, available on cdrom.
Caccetta, P. A., Campbell, N. A., Evans,
F. H., Furby, S. L., Kiiveri, H. T. and Wallace, J.
F. (2000), Mapping and monitoring land use and condition change in
the South-West of Western Australia using remote sensing and other data,
(2000), Proceedings of the Europa 2000 Conference, Barcelona. Article
available in full text PDF (311KB).
Caccetta, P. A., Allan, A. and Watson, I. (2000), The
Land Monitor project, Proceedings of the Tenth Australasian Remote
Sensing Conference. Article
available in full text PDF (550KB).
Evans, F. H. and Caccetta, P. A. (2000), Broad-scale
spatial prediction of areas at risk from dryland salinity,
Cartography, Vol. 29, No. 2, pp. 33-40.
Evans, F. H. and Caccetta, P. A. (2000), Broad-scale
spatial prediction of areas at risk from dryland salinity, Proceedings
of the Mapping Sciences Institute of Australia National Conference.
Evans, F. H. and Caccetta, P. A. (2000), Salinity
risk prediction using Landsat TM and DEM-derived data, Proceedings of
the Tenth Australasian Remote Sensing Conference, available on cdrom.
Karfs, R., Applegate, R., Fisher, R., Mullin, D., Novelly,
P., Peel, L., Richardson, K and Wallace, J. F. (2000), Satellite-based
range monitoring in northern Australia: the Audit Rangeland Implementation
Project, Proceedings of the Tenth Australasian Remote Sensing
Conference, available on cdrom.
McDonald, E. R., Wu, X., Caccetta, P. A. and
Campbell, N. A. (2000), Illumination correction of Landsat TM
data in south east NSW, Proceedings of the Tenth Australasian Remote
Sensing Conference. Article
available in full text PDF (811KB)
¡¡
1999
Campbell, N. A. (1999), Recovering orientation and ground
coordinate location parameters by relating original photos to true
vertical photos and orthophotos. CMIS report number 99/175, prepared
for WA Department of Land Administration.
Campbell, N. A. (1999), Resampling DMSV data to match an
orthophoto image. CMIS report number 99/202, prepared for
SpecTerra Pty Ltd.
Campbell, N. A., McNeill, S. J., Caccetta, P. A. and Furby,
S. L. (1999), Temporal trends in Radarsat data in the agricultural
region of WA. CMIS report number 99/176, prepared for RadarSat
International.
Evans, F. H., Allen, A., Caccetta, P. A., Furby, S. L.
and Wallace, J. F. (1999), Broad-scale land condition monitoring
using Landsat TM and DEM-derived data, Proceedings of the fourth
International Symposium on Environmental Software Systems. Article
available in full text PDF (1263KB)
McNeill, S. J., Caccetta, P. A, Campbell, N. A., Pairman,
D. and Belliss, S. E. (1999), Systematic spatial processing of a
temporal Radarsat data set. Proceedings of Image and Vision Computing
?9, Christchurch, New Zealand.
Shao, Q., Campbell, N. A., Ferdowsian, R. and O’Connell,
D. (1999), Analysing trends in groundwater levels. CMIS report
number 99/37, prepared for Agriculture Western Australia, as part
of a National Land and Water Resources Audit Project.
Shao, Q. and Campbell, N. A. (1999), Some examples of
analysing trends in groundwater levels. CMIS report number 99/53,
prepared for Agriculture Western Australia, as part of a National Land and
Water Resources Audit Project.
Wallace, J. F. and Thomas, P. T. (1999), Monitoring and
summarising rangeland changes using sequences of Landsat data.
Proceedings Seventh International Rangeland Conference.
¡¡
1998
Campbell, N. A., Hobbs, R. J. and Wallace, J. F. (1998), Vegetation
monitoring using Landsat TM data. National Land and Water Resources
Audit Discussion Paper.
Campbell, N. A., Lopuha? H. P. and Rousseeuw, P. J. (1998), On
the calculation of a robust S-estimator of a covariance matrix.
Statist. Med., 17, 2685-2695.
Dunne, R. A. and Campbell, N. A. (1998), Classification
of an AVIRIS data cube by a basis function MLP. Proceedings of the
Ninth Australasian Conference on Neural Networks, pp. 163-167.
Dunne, R. A. and Campbell, N. A. (1998), Fixed-slope
training ?a new form of penalized estimation. Proceedings of the
Ninth Australasian Conference on Neural Networks, pp. 210-214.
Dunne, R. A. and Campbell, N. A. (1998), Penalized
training for serially correlated data. Proceedings of ICANN?8,
Sweden, pp. 863-869.
Evans, F. H. (1998) , An investigation into the use of
maximum likelihood classifiers, decision trees, neural networks and
conditional probabilistic networks for mapping and predicting salinity,
MSc thesis, Curtin University.
Evans, F. H., Kiiveri, H. T., West, G. and Gahegan, M.
(1998), Mapping salinity using decision trees and conditional
probability networks, Proceedings of the second IEEE Conference on
Intelligent Processing Systems.
Furby, S. L. and Wallace, J. F., (1998), Land Condition
Monitoring in the Fitzgerald Biosphere Region, Proceedings of the 9th
Australasian Remote Sensing Conference.
Kiiveri, H. T. and Caccetta, P. A. (1998), Image fusion
with conditional probability networks for monitoring salinisation of
farmland, Digital Signal Processing, Vol. 8, No.4, pp.
225-230. Article
available in full text PDF (156KB).
Settle, J. J. and Campbell, N. A. (1998), On the errors of
two estimators of sub-pixel fractional cover when mixing is linear.
IEEE Trans. Geosci. Remote Sensing, 36, 163-170.
Wallace, J. F. and Campbell, N. A. (1998), Evaluation
of the feasibility of remote sensing for monitoring national state of the
environment indicators. Australia: State of the Environment Technical
Paper Series (Environmental Indicators), Department of the Environment,
Canberra, pp. 93.
¡¡
1997
Caccetta P. A. (1997), Remote sensing, geographic information
systems (GIS) and Bayesian knowledge-based methods for monitoring land
condition, PhD Thesis, School of Computing, Curtin University of
Technology.
Thesis
Link
Dunne, R. A. and Campbell, N. A. (1997), A sensitivity
study of the multi-layer perceptron classifier. Technical Report
85Stat3. Victoria University of Technology, Melbourne, Australia.
Dunne, R. A. and Campbell, N. A. (1997), Robustness
and multi-layer perceptron models. Proceedings of the Eighth
Australasian Conference on Neural Networks, pp. 100-104.
Dunne, R. A. and Campbell, N. A. (1997), Pruning,
interpreting and evaluating multi-layer perceptron models applied to
multispectral image data. Proceedings of the Eighth Australasian
Conference on Neural Networks, pp. 114-117.
Dunne, R. A. and Campbell, N. A. (1997), Fitting
multi-layer perceptron models without derivatives. Proceedings of the
Eighth Australasian Conference on Neural Networks, pp. 158-162.
Dunne, R. A. and Campbell, N. A. (1997), On the pairing of
the softmax activation and cross-entropy penalty functions and the
derivation of the softmax activation function. Proceedings of the
Eighth Australasian Conference on Neural Networks, pp. 181-185.
Kiiveri, H. T. (1997), Assessing, representing and
transmitting positional uncertainty in maps, Int. J. of Geographical
Information Science.
Kiiveri, H. T. and Caccetta, P. A. (1997), Data
fusion, uncertainty and causal probabilistic networks for monitoring the
salinisation of farmland, Proceedings of the International Workshop on
Image Analysis and Information Fusion (IAIF'97),
Hojsgaard S., Caccetta P. A. and Kiiveri H. T., Pixel
allocation using remotely sensed data and ground data, Int. J.
Remote Sensing, Vol. 18, No. 2, pp 417-433.
Article
available in full text PDF (1192KB).
¡¡
1996
Campbell, N. A. (1996), The decorrelation stretch
transformation. Int. J Remote Sensing, 10, 1939-1949.
Dunne, R. A. and Campbell, N. A. (1996), Multi-layer
perceptrons: robustness and the evolution of the weights through time.
Proceedings of the Seventh Australasian Conference on Neural Networks, pp.
155-160.
Simpson, J. J., Barton, I. J., Kingwell, J., Neal, A. B. and Wallace,
J. F. (1995), Review of the CSIRO Multi-divisional Program on
Satellite Data Acquisition and Utilisation, COSSA Publication #34.
Wallace, J. F., Furby, S. L. and Campbell, N. A. (1995),
Methods for monitoring vegetation using multi-date image data.
Proc. Second North Australian Remote Sensing and GIS Conference, pp.
62-67.
¡¡
1994
Achuthan, N. R., Caccetta L., Caccetta, P. A. and Geelen, J. F.
(1994), Computational methods for the diameter restricted minimum
weight spanning tree problem, Australasian Journal of Combinatorics,
Vol. 10, pp. 51-71.
Campbell, N. A. and Furby, S. L. (1994), Variable
selection along canonical vectors. Austral. J Statist.,
36, 177-183.
Campbell, N. A., Furby, S. L. and Fergusson, B.
(1994), Calibrating images from different dates. Report to LWRRDC
from the project, Detecting and Monitoring Changes in Land Condition
Through Time Using Remotely Sensed Data.
Dunne, R. A. and Campbell, N. A. (1994), Some
practical aspects of pruning multi-layer perceptron models applied to
remotely sensed data. Technical Report 94/06. School of
Mathematical and Physical Sciences, Murdoch University, Western Australia.
Furby, S. L., Evans, F. H. and Campbell, N. A.
(1994), Extracting information from remotely sensed data.
Proceedings of Image Analysis ?4 Conference, Perth, Australia, pp.
38-42.
McFarlane, D. J., Wheaton, G. A., Negus, T. R. and Wallace, J. F.
(1992), Effects of waterlogging on crop and pasture production in the
Upper Great Southern, Western Australia. Tech. Bulletin No 86. WA
Department of Agriculture.
Wallace, J. F., Holm, A. M., Novelly, P. E. and Campbell, N.
A. (1994), Assessment and monitoring of rangeland vegetation
composition using multi-temporal Landsat data. Proceedings of the
Seventh Australasian Remote Sensing Conference, pp. 1102-1109.
Full text PDF (705KB)
Wallace, J. F., Holm, A. M., Novelly, P. E. and Campbell, N.
A. (1994), Rangeland monitoring and change detection using remote
sensing. Final Report to National Landcare Program Project 91/W/M5.
Wheaton, G. A., Wallace, J. F., McFarlane, D. J., Furby, S.
L., Campbell, N. A. and Caccetta, P. A. (1994), Mapping
and monitoring salt-affected land in Western Australia. Proceedings of
Resource Technology ?4 Conference, Melbourne, Australia, pp. 531-543.
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1993
Campbell, N. A. (1993), Towards more quantitative extraction
of information from remotely sensed data. Proceedings of the Advanced
Remote Sensing Conference ‘Coming of Age - 21 Years after Landsat?
pp. 29-40.
Campbell, N. A. and Kiiveri, H. T. (1993), Canonical
variate analysis with spatially-correlated data. Austral. J Statist.,
35, 333-344. Article
available in full text PDF (638KB).
Caccetta, P. A., Campbell, N. A. and West G. (1993), Massively
parallel implementation of an image classifier. Technical Report 20/93,
School of Computing, Curtin University of Technology, Western Australia.
Dunne, R. A., Campbell, N. A. and Kiiveri, H. T. (1993),
Classifying high-dimensional spectral data by neural networks.
Proceedings of the Fourth Australian Conference on Neural Networks.
Wallace, J. F., Campbell, N. A., Wheaton, G. A. and
McFarlane, D. J. (1993), Spectral discrimination and mapping of
waterlogged cereal crops in Western Australia. Int. J Remote Sensing,
14, 2731-2743.
Wallace, J. F., Holm, A. M. and Novelly, P. E. (1993), Rangeland
condition assessment and monitoring using multi-temporal Landsat data.
Proc. North Aust. Remote Sensing and GIS Forum. OSS Darwin.
Palmer,
M. J. (2002), Calibration of a TM image to absolute reflectance.
CMIS report. Article available in full text PDF
(5336KB)
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1992
Behn, G. A. and Campbell, N. A. (1992), Dieback assessment,
using multispectral data, over the Stirling Range National Park, Western
Australia. Proceedings of the Sixth Australasian Remote Sensing
Conference, pp. 160-168.
Dunne, R. A., Campbell, N. A. and Kiiveri, H. T. (1992),
Task-based pruning. Proceedings of the Third Australasian
Conference on Neural Networks, pp. 166-170.
Foody, G. M., Campbell, N. A., Trodd, N. M. and Wood, T. F.
(1992), Derivation and applications of probabilistic measures of class
membership from the maximum-likelihood classification. Photogrammetric
Engineering and Remote Sensing, 58, 1335-1341.
Kiiveri, H. T. (1992), Fitting spatial correlation models:
approximating a likelihood ratio approximation, Australian Journal of
Statistics.
Kiiveri, H. T. and Campbell, N. A. (1992), Allocation
of remotely sensed data using Markov models for image data and pixel
labels. Austral. J Statist., 34, 361-374.
Wallace, J. F. (1992), Advanced Image Processing,
Notes for a course conducted for the Philippines Remote Sensing Project.
Wheaton, G. A., Wallace, J. F., McFarlane, D. J. and Campbell,
N. A. (1992), Mapping salt-affected land in Western Australia.
Proceedings of the Sixth Australasian Remote Sensing Conference, pp.
369-377.
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1990
Behn G. A., Wallace J. F. and Hick P. T. (1990), Airborne
multispectral scanner data for mapping insect damage in jarrah forest of
Western Australia. Proceedings of the 5th Australasian Remote Sensing
Conference.
Furby, S. L., Kiiveri, H. T. and Campbell, N. A. (1990), The
analysis of high-dimensional spectral curves. Proceedings of the Fifth
Australasian Remote Sensing Conference, pp. 175-184.
Wallace, J. F. and Campbell N. A. (1990), Analysis of
remotely sensed data, Chapter 14 in Hobbs & Mooney (editors)
Remote Sensing of Biosphere Functioning. Springer-Verlag. New York.
Wallace, J. F. and Wheaton, G. A. (1990), Mapping
the extent of waterlogged crop using satellite imagery. WA Journal of
Agriculture, 31, 48-50.
Wallace, J. F. and Wheaton, G. A. (1990), The
extent and cost of waterlogging. WA Journal of Agriculture, 2, 44-47.
Wallace, J. F. and Wheaton, G. A. (1990), Spectral
discrimination and mapping of land degradation in Western Australia's
agricultural regions. Proc. Fifth Aust Remote Sensing Conf., pp.
1066-1073
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1989
Campbell, N. A. and Wallace, J. F. (1989), Statistical
methods for cover class mapping using remotely sensed data. Proc.
Int. Geosci. Remote Sensing Symp., pp. 493-496.
Campbell, N. A. and Wallace, J. F. (1989), Cover class
mapping in agricultural environments. Proc. Int. Geosci. Remote
Sensing Symp., pp. 791-794.
Hobbs, R. J., Wallace, J. F. and Campbell, N. A. (1989), Classification
of vegetation in the Western Australian wheatbelt using Landsat MSS data.
Vegetation, 80, 91-105.
Kiiveri, H. T. and Campbell, N. A. (1989), Covariance
models for lattice data. Austral. J Statist., 31, 61-77.
Wallace, J. F. and Campbell, N. A. (1989), Analysis of
remotely sensed data. In Remote Sensing of Biosphere Functioning (Eds,
R J Hobbs and H A Mooney).
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1988
Campbell, N. A. and Kiiveri, H. T. (1988), Spectral /
temporal indices for discrimination. Appl. Statist., 37, 51-62.
Article available in full text PDF
(1177KB)
Campbell, N. A., Wallace, J. F. and De Boer, E. S. (1988),
Cover class mapping in agricultural environments in WA. In Remote
Sensing in Victoria (Eds, P Woodgate and G Ellis), pp. 39-51.
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Papers pending
Wallace, J. F., Behn, G. and Furby, S. L. (2005),
Vegetation Condition & Monitoring from Sequences of Satellite Imagery.
Ecological Management and Restoration. Call No 2185.
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