401302. Geospatial information systems and geospatial data modelling
| Title | 401302. Geospatial information systems and geospatial data modelling |
|---|---|
| Parent | 4013. 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/w16152107Article
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/geosciences14080225Article
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/z8v0vMasters 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/land13070902Article
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/z78z2PhD 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/MIGARS57353.2023.10064558Paper
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/geosciences13100293Article
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/ijgi12090370Article
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/ijgi12050194Article
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. 39-55Edited 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.2022.3221430Article
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/buildings12050605Article
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/su14138117Article
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.2022.102469Article
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/rs14194687Article
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/rs14194685Article
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.2022.03.004Article
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-2016-0002Article
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-4-2022-163-2022Article
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.2022.101021Article
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/s00500-022-06794-6Article
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/ijgi11110535Article
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. 131-146Edited 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/10.1117/12.2324451Paper
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/su131810207Article
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/ijgi10080539Article
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-wArticle
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-4-2021-139-2021Article
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/10.1088/1755-1315/509/1/012047Paper
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-W3-91-2019Article