401302. Geospatial information systems and geospatial data modelling

Title401302. Geospatial information systems and geospatial data modelling
Parent4013. Geomatic engineering

Latest research outputs

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Temporal Dynamics and Predictive Modelling of Streamflow and Water Quality Using Advanced Statistical and Ensemble Machine Learning Techniques
Farzana, Syeda Zehan, Paudyal, Dev Raj, Chadalavada, Sreeni and Alam, Md Jahangir. 2024. "Temporal Dynamics and Predictive Modelling of Streamflow and Water Quality Using Advanced Statistical and Ensemble Machine Learning Techniques." Water. 16 (15). https://doi.org/10.3390/w16152107

Article

Spatiotemporal Variability Analysis of Rainfall and Water Quality: Insights from Trend Analysis and Wavelet Coherence Approach
Farzana, Syeda Zeh, Paudyal, Dev Raj, Chadalavada, Sreeni and Alam, Md Jahangir. 2024. "Spatiotemporal Variability Analysis of Rainfall and Water Quality: Insights from Trend Analysis and Wavelet Coherence Approach." Geosciences. 14 (8). https://doi.org/10.3390/geosciences14080225

Article

Spatially Enabled Digital Twin Framework for the Field Design Process of Oil and Gas Projects
Bhandari, Sijan. 2024. Spatially Enabled Digital Twin Framework for the Field Design Process of Oil and Gas Projects. Masters Thesis Master of Research. University of Southern Queensland. https://doi.org/10.26192/z8v0v

Masters Thesis

Spatial Digital Twin Architecture for the Field Design Process of Oil and Gas Projects in Australia
Bhandari, Sijan, Paudyal, Dev Raj and Chadalavada, Sreeni. 2024. "Spatial Digital Twin Architecture for the Field Design Process of Oil and Gas Projects in Australia ." Land. 13 (7), p. 902. https://doi.org/10.3390/land13070902

Article

Machine learning-based assessment of deforestation, successional stages, and carbon stocks in a tropical montane forest using radar and optical satellite imagery
Altarez, Richard Dein D.. 2024. Machine learning-based assessment of deforestation, successional stages, and carbon stocks in a tropical montane forest using radar and optical satellite imagery. PhD by Publication Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/z78z2

PhD by Publication

Canopy Scale High-Resolution Forest Biophysical Parameter (LAI, fAPAR, and fCover) Retrieval Through Machine Learning and Cloud Computation Approach
Bandopadhyay, Subhajit, Barnali, Das, Sánchez, Alexander Cotrina, Banerjee, Sankar Prasad, Banerjee, Bikram P. and Ghosh, Subhasis. 2023. "Canopy Scale High-Resolution Forest Biophysical Parameter (LAI, fAPAR, and fCover) Retrieval Through Machine Learning and Cloud Computation Approach." 2023 International Conference on Machine Intelligence for GeoAnalytics and Remote Sensing (MIGARS). Hyderabad, India 27 - 29 Jan 2023 Hyderabad, India. https://doi.org/10.1109/MIGARS57353.2023.10064558

Paper

Prediction of Water Quality in Reservoirs: A Comparative Assessment of Machine Learning and Deep Learning Approaches in the Case of Toowoomba, Queensland, Australia
Farzana, Syeda Zehan, Paudyal, Dev Raj, Chadalavada, Sreeni and Alam, Md Jahangir. 2023. "Prediction of Water Quality in Reservoirs: A Comparative Assessment of Machine Learning and Deep Learning Approaches in the Case of Toowoomba, Queensland, Australia." Geosciences. 13 (293). https://doi.org/10.3390/geosciences13100293

Article

A Multi-Framework of Google Earth Engine and GEV for Spatial Analysis of Extremes in Non-Stationary Condition in Southeast Queensland, Australia
Pakdel, Hadis, Paudyal, Dev Raj, Chadalavada, Sreeni, Alam, Md Jahangir and Vazifedoust, Majid. 2023. "A Multi-Framework of Google Earth Engine and GEV for Spatial Analysis of Extremes in Non-Stationary Condition in Southeast Queensland, Australia." ISPRS International Journal of Geo-Information. 12 (9). https://doi.org/10.3390/ijgi12090370

Article

Convolutional Neural Network-Based Deep Learning Approach for Automatic Flood Mapping Using NovaSAR-1 and Sentinel-1 Data
Apan, Armando, Andrew, Ogbaje, Paudyal, Dev Raj and Perera, Kithsiri. 2023. "Convolutional Neural Network-Based Deep Learning Approach for Automatic Flood Mapping Using NovaSAR-1 and Sentinel-1 Data." ISPRS International Journal of Geo-Information. 12 (194), pp. 1-26. https://doi.org/https://doi.org/10.3390/ijgi12050194

Article

Crowd-Assisted Flood Disaster Management
Koswatte, S., McDougall, K. and Liu, X.. 2023. "Crowd-Assisted Flood Disaster Management." Singh, Vijay P., Yadav, Shalini, Yadac, Krishna Kumar, Corzo, Gerald Augusto, Munoz-Arriola, Francisco and Yadava, Ram Narayan (ed.) Application of Remote Sensing and GIS in Natural Resources and Built Infrastructure Management. Switzerland. Springer. pp. 39-55

Edited book (chapter)

Water quality management using hybrid machine learning and data mining algorithms: An indexing approach
Aslam, Bilal, Maqsoom, Ahsen, Cheema, Ali Hassan, Ullah, Fahim, Alharbi, Abdullah and Imran, Muhammad. 2022. "Water quality management using hybrid machine learning and data mining algorithms: An indexing approach." IEEE Access. 10, pp. 119692 - 119705. https://doi.org/10.1109/ACCESS.2022.3221430

Article

Identifying and Ranking Landfill Sites for Municipal Solid Waste Management: An Integrated Remote Sensing and GIS Approach
Aslam, Bilal, Maqsoom, Ahsen, Tahir, Muhammad Dawar, Ullah, Fahim, Rehman, Muhammad Sami Ur and Albattah, Mohammed. 2022. "Identifying and Ranking Landfill Sites for Municipal Solid Waste Management: An Integrated Remote Sensing and GIS Approach." Buildings. 12 (5), pp. 1-20. https://doi.org/10.3390/buildings12050605

Article

Crack Detection in Concrete Structures Using Deep Learning
Golding, Vaughn Peter, Gharineiat, Zahra, Munawar, Hafiz Suliman and Ullah, Fahim. 2022. "Crack Detection in Concrete Structures Using Deep Learning." Sustainability. 14 (13), pp. 1-25. https://doi.org/10.3390/su14138117

Article

Detection of calcium, magnesium, and chlorophyll variations of wheat genotypes on sodic soils using hyperspectral red edge parameters
Choudhury, Malini Roy, Christopher, Jack, Das, Sumanta, Apan, Armando, Menzies, Neal W., Chapman, Scott, Mellor, Vincent and Dang, Yash P.. 2022. "Detection of calcium, magnesium, and chlorophyll variations of wheat genotypes on sodic soils using hyperspectral red edge parameters." Environmental Technology and Innovation. 27, pp. 1-14. https://doi.org/10.1016/j.eti.2022.102469

Article

3D LoD2 and LoD3 Modeling of Buildings with Ornamental Towers and Turrets Based on LiDAR Data
Lewandowicz, Elzbieta, Tarsha Kurdi, Fayez and Gharineiat, Zahra. 2022. "3D LoD2 and LoD3 Modeling of Buildings with Ornamental Towers and Turrets Based on LiDAR Data." Remote Sensing. 14 (19), pp. 1-17. https://doi.org/10.3390/rs14194687

Article

Review of Automatic Processing of Topography and Surface Feature Identification LiDAR Data Using Machine Learning Techniques
Gharineiat, Zahra, Tarsha Kurdi, Fayez and Campbell, Glenn. 2022. "Review of Automatic Processing of Topography and Surface Feature Identification LiDAR Data Using Machine Learning Techniques." Remote Sensing. 14 (19), pp. 1-24. https://doi.org/10.3390/rs14194685

Article

Calibration of a continuous hydrologic simulation model in the urban Gowrie Creek catchment in Toowoomba, Australia
Brown, I. W., McDougall, K., Alam, Md. Jahangir, Chowdhury, R. and Chadalavada, S.. 2022. "Calibration of a continuous hydrologic simulation model in the urban Gowrie Creek catchment in Toowoomba, Australia." Journal of Hydrology: Regional Studies. 40, pp. 1-16. https://doi.org/10.1016/j.ejrh.2022.101021

Article

Evaluation of drought tolerance of wheat genotypes in rain-fed sodic soil environments using high-resolution UAV remote sensing techniques
Das, Sumanta, Christopher, Jack, Choudhury, Malini Roy, Apan, Armando, Chapman, Scott, Menzies, Neal W. and Dang, Yash P.. 2022. "Evaluation of drought tolerance of wheat genotypes in rain-fed sodic soil environments using high-resolution UAV remote sensing techniques." Biosystems Engineering. 217, pp. 68-82. https://doi.org/10.1016/j.biosystemseng.2022.03.004

Article

Relative performance of AUSGeoid09 in mountainous terrain
Sussanna, V., Janssen, V. and Gibbings, P.. 2016. "Relative performance of AUSGeoid09 in mountainous terrain." Journal of Geodetic Science. 6 (1), pp. 34-42. https://doi.org/10.1515/jogs-2016-0002

Article

Assessing Cadastre 2034 to Develop a Federated Cadastral System in New South Wales Australia: Mixed Methods Research Approach
Sigley, Timothy and Paudyal, D. R.. 2022. "Assessing Cadastre 2034 to Develop a Federated Cadastral System in New South Wales Australia: Mixed Methods Research Approach." ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. V-4-2022, pp. 163-172. https://doi.org/10.5194/isprs-annals-V-4-2022-163-2022

Article

Extracting built-up areas from spectro-textural information using machine learning
Maqsoom, Ahsen, Aslam, Bilal, Yousafzai, Arbaz, Ullah, Fahim, Ullah, Sami and Imran, Muhammad. 2022. "Extracting built-up areas from spectro-textural information using machine learning." Soft Computing. 26 (16), pp. 7789-7808. https://doi.org/10.1007/s00500-022-06794-6

Article

Google Earth Engine as Multi-Sensor Open-Source Tool for Monitoring Stream Flow in the Transboundary River Basin: Doosti River Dam
Pakdel-Khasmakhi, Hadis, Vazifedoust, Majid, Paudyal, Dev Raj, Chadalavada, Sreeni and Alam, Md Jahangir. 2022. "Google Earth Engine as Multi-Sensor Open-Source Tool for Monitoring Stream Flow in the Transboundary River Basin: Doosti River Dam." ISPRS International Journal of Geo-Information. 11 (11), pp. 1-28. https://doi.org/10.3390/ijgi11110535

Article

Mapping Prominent Cash Crops Employing ALOS PALSAR-2 and Selected Machine Learners
Panuju, Dyah R., Haerani, H., Apan, Armando, Griffin, Amy L., Paull, David J. and Trisasongko, Bambang Hendro. 2022. "Mapping Prominent Cash Crops Employing ALOS PALSAR-2 and Selected Machine Learners." Kumar, Arvind, Kumar, Pavan, Singh, S. S., Trisasongko, Bambang Hendro and Rani, Meenu (ed.) Agriculture, Livestock Production and Aquaculture: Advances for Smallholder Farming Systems. Cham, Switzerland. Springer. pp. 131-146

Edited book (chapter)

A convolution-deconvolution method for improved storage and communication of remotely-sensed image data
Scarmana, Gabriel and McDougall, Kevin. 2018. "A convolution-deconvolution method for improved storage and communication of remotely-sensed image data." Larar, Allen M., Suzuki, Makoto and Wang, Jianyu (ed.) 11th SPIE Asia-Pacific Remote Sensing Symposium 2018: Multispectral, Hyperspectral, and Ultraspectral Remote Sensing Technology, Techniques and Applications VII. Honolulu, United States 24 - 26 Sep 2018 Bellingham, Washington, United States. https://doi.org/10.1117/12.2324451

Paper

ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences: XXIV ISPRS Congress, Imaging Today, Foreseeing Tomorrow, Commission IV
Paparoditis, N., Mallet, C., Lafarge, F., Yang, M. Y., Zlatanova, S., Dragicevic, S., Sithole, G., Agugiaro, G., Arsanjani, J. J., Boguslawski, P., Breunig, M., Brovelli, M. A., Christophe, S., Coltekin, A., Delavar, M. R., Al Doori, M., Guilbert, E., Fonte, C. C., Haworth, J., Isikdag, U., Ivanova, I., Kang, Z., Khoshelham, K., Koeva, M., Kokla, M., Liu, Y., Madden, M., Mostafavi, M. A., Navratil, G., Paudyal, D. R, Pettit, C., Spano, A., Stefanakis, E., Tu, W., Vacca, G., Diaz-Vilarino, L., Wise, S., Wu, H. and Zhou, X. G. (ed.) 2021. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences: XXIV ISPRS Congress, Imaging Today, Foreseeing Tomorrow, Commission IV. Germany. Copernicus GmbH.

Edited journal

The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences: XXIV ISPRS Congress Imaging Today, Foreseeing Tomorrow, Commission IV
Paparoditis, N., Mallet, C., Lafarge, F., Yang, M. Y., Zlatanova, S., Dragicevic, S., Sithole, G., Agugiaro, G., Arsanjani, J. J., Boguslawski, P., Breunig, M., Brovelli, M. A., Christophe, S., Coltekin, A., Delavar, M. R., Al Doori, M., Guilbert, E., Fonte, C. C., Haworth, J., Isikdag, U., Ivanova, I., Kang, Z., Khoshelham, K., Koeva, M., Kokla, M., Liu, Y., Madden, M., Mostafavi, M. A., Navratil, G., Paudyal, D. R., Pettit, C., Spano, A., Stefanakis, E., Tu, W., Vacca, G., Diaz-Vilarino, L., Wise, S., Wu, H. and Zhou, X. G. (ed.) 2021. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences: XXIV ISPRS Congress Imaging Today, Foreseeing Tomorrow, Commission IV. Germany. Copernicus GmbH.

Edited journal

UAV based spatiotemporal analysis of the 2019–2020 New South Wales bushfires
Ullah, Fahim, Khan, Sara Imran, Munawar, Hafiz Suliman, Qadir, Zakria and Qayyum, Siddra. 2021. "UAV based spatiotemporal analysis of the 2019–2020 New South Wales bushfires." Sustainability. 13, pp. 1-35. https://doi.org/10.3390/su131810207

Article

Using geospatial tools to combat fire ants
Scarmana, Gabriel and McDougall, Kevin. 2021. "Using geospatial tools to combat fire ants." Position Magazine.

Magazine

Urban overheating assessment through prediction of surface temperatures: a case study of Karachi, Pakistan
Aslam, Bilal, Maqsoom, Ahsen, Khalid, Nauman, Ullah, Fahim and Sepasgozar, Samad. 2021. "Urban overheating assessment through prediction of surface temperatures: a case study of Karachi, Pakistan." ISPRS International Journal of Geo-Information. 10 (8), pp. 1-22. https://doi.org/10.3390/ijgi10080539

Article

Investigating the flood damages in Lower Indus Basin since 2000: spatiotemporal analyses of the major flood events
Atif, Salman, Umar, Muhammad and Ullah, Fahim. 2021. "Investigating the flood damages in Lower Indus Basin since 2000: spatiotemporal analyses of the major flood events." Natural Hazards. 108, pp. 2357-2383. https://doi.org/10.1007/s11069-021-04783-w

Article

The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences: XXIV ISPRS Congress, Commission IV
Paparoditis, N., Mallet, C., Lafarge, F., Zlatanova, S., Dragicevic, S., Sithole, G., Agugiaro, G., Arsanjani, J. J., Boguslawski, P., Breunig, M., Brovelli, M. A., Christophe, S., Coltekin, A., Delavar, M. R., Al Doori, M., Guilbert, E., Fonte, C. C., Haworth, J., Isikdag, U., Ivanova, I., Kang, Z., Khoshelham, K., Koeva, M., Kokla, M., Liu, Y., Madden, M., Mostafavi, M. A., Navratil, G., Paudyal, D. R., Pettit, C., Spano, A., Stefanakis, E., Tu, W., Vacca, G., Diaz-Vilarino, L., Wise, S., Wu, H. and Zhou, X. G. (ed.) 2020. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences: XXIV ISPRS Congress, Commission IV. Germany. Copernicus GmbH.

Edited journal

ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences: XXIV ISPRS Congress, Commission IV
Paparoditis, N., Mallet, C., Lafarge, F., Zlatanova, S., Dragicevic, S., Sithole, G., Agugiaro, G., Arsanjani, J. J., Boguslawski, P., Breunig, M., Brovelli, M. A., Christophe, S., Coltekin, A., Delavar, M. R., Al Doori, M., Guilbert, E., Fonte, C. C., Haworth, J., Isikdag, U., Ivanova, I., Kang, Z., Khoshelham, K., Koeva, M., Kokla, M., Liu, Y., Madden, M., Mostafavi, M. A., Navratil, G., Paudyal, D. R., Pettit, C., Spano, A., Stefanakis, E., Tu, W., Vacca, G., Diaz-Vilarino, L., Wise, S. and Zhou, X. G. (ed.) 2020. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences: XXIV ISPRS Congress, Commission IV. Germany. Copernicus GmbH.

Edited journal

ISPRS International Journal of Geo-Information: Integrating GIS and Internet of Things (IoT) in Sustainable Cities [Special issue]
Madden, Marguerite, Wang, Mingshu, Paudyal, Dev Raj and Vacca, Giuseppina. 2021. ISPRS International Journal of Geo-Information: Integrating GIS and Internet of Things (IoT) in Sustainable Cities [Special issue]. Switzerland. MDPI AG.

Edited journal

Development of 3D cadastre in New South Wales though e-plan lodgement
Masri, Taha and Paudyal, Dev Raj. 2021. "Development of 3D cadastre in New South Wales though e-plan lodgement." ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. 4, pp. 139-146. https://doi.org/10.5194/isprs-annals-V-4-2021-139-2021

Article

ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences [Special issue]
McDougall, Kevin, Bhatta, Ganesh Prasad, Paudyal, Dev Raj, Shrestha, Reshma, Upadhyaya, Pradeep Sapkota, Dahal, Tank Prasad, Ranjit, Bhuwan, Shrestha, Sanjeevan and Thapa, Laxmi. 2019. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences [Special issue]. Germany. Copernicus GmbH.

Edited journal

Characterizing net primary productivity of forests and non-forest areas in the Philippines using satellite imagery
Apan, Armando and Maraseni, Tek. 2012. "Characterizing net primary productivity of forests and non-forest areas in the Philippines using satellite imagery." 1st National Symposium and Workshop on Environmental Science (IESM 2012): Environmental Science in a Changing Environment. Manila, Philippines 07 - 08 May 2012 Manila, Philippines.

Presentation

A process for the accurate reconstruction of pre-filtered and compressed digital aerial images
Scarmana, Gabriel and McDougall, Kevin. 2020. "A process for the accurate reconstruction of pre-filtered and compressed digital aerial images." 11th International Symposium on Digital Earth (ISDE 11). Florence, Italy 24 - 27 Sep 2019 Florence, Italy. https://doi.org/10.1088/1755-1315/509/1/012047

Paper

Using a Mixed Method Research to Develop Spatial Information Sharing Strategies Across Natural Resource Management Communities
Paudyal, Dev Raj, McDougall, Kevin and Apan, Armando. 2019. "Using a Mixed Method Research to Develop Spatial Information Sharing Strategies Across Natural Resource Management Communities." Inaugural Australasia & Pacific Regional Mixed Methods International Research Association Conference 2019: Expanding Conceptual and Methodological Boundaries (MMIRA 2019). Wellington, New Zealand 04 - 06 Dec 2019 Indianapolis, United States.

Paper

ISPRS International Journal of Geo-Information: Geospatial Applications of the Internet of Things (IoT) [Special Issue]
Madden, Marguerite, Vacca, Giuseppina, Paudyal, Dev Raj and Wang, Mingshu. 2018. ISPRS International Journal of Geo-Information: Geospatial Applications of the Internet of Things (IoT) [Special Issue]. Switzerland. MDPI AG.

Edited journal

Smartphone-based volunteered geographic information (VGI) for slum mapping in Pokhara City of Nepal
Ranabhat, Kuber and Paudyal, Dev Raj. 2019. "Smartphone-based volunteered geographic information (VGI) for slum mapping in Pokhara City of Nepal." International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. XLII-5/W3, pp. 91-97. https://doi.org/10.5194/isprs-archives-XLII-5-W3-91-2019

Article

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