Select Publications

Journal articles

Singh SK; Raval S; Banerjee B, 2021, 'Roof bolt identification in underground coal mines from 3D point cloud data using local point descriptors and artificial neural network', International Journal of Remote Sensing, vol. 42, pp. 367 - 377, http://dx.doi.org/10.1080/2150704X.2020.1809734

Tabelin CB; Corpuz RD; Igarashi T; Villacorte-Tabelin M; Alorro RD; Yoo K; Raval S; Ito M; Hiroyoshi N, 2020, 'Acid mine drainage formation and arsenic mobility under strongly acidic conditions: Importance of soluble phases, iron oxyhydroxides/oxides and nature of oxidation layer on pyrite', Journal of Hazardous Materials, vol. 399, pp. 122844 - 122844, http://dx.doi.org/10.1016/j.jhazmat.2020.122844

Mi J; Yang Y; Hou H; Zhang S; Raval S; Chen Z; Hua Y, 2020, 'The long‐term effects of underground mining on the growth of tree, shrub, and herb communities in arid and semiarid areas in China', Land Degradation & Development, http://dx.doi.org/10.1002/ldr.3751

Mi J; Hou H; Raval S; Yang Y; Zhang S; Hua Y; Wang C; Chen F, 2020, 'Effect of crop cultivation on the soil carbon stock in mine dumps of the Loess Plateau, China', Science of the Total Environment, vol. 741, http://dx.doi.org/10.1016/j.scitotenv.2020.139809

Rai SS; Murthy VMSR; Sukesh N; Sairam Teja A; Raval S, 2020, 'Operational efficiency of equipment system drives environmental and economic performance of surface coal mining—A sustainable development approach', Sustainable Development, http://dx.doi.org/10.1002/sd.2129

Banerjee BP; Raval S; Cullen PJ, 2020, 'UAV-hyperspectral imaging of spectrally complex environments', International Journal of Remote Sensing, vol. 41, pp. 4136 - 4159, http://dx.doi.org/10.1080/01431161.2020.1714771

Dallas JA; Raval S; Alvarez Gaitan JP; Saydam S; Dempster AG, 2020, 'The environmental impact of emissions from space launches: A comprehensive review', Journal of Cleaner Production, vol. 255, pp. 120209 - 120209, http://dx.doi.org/10.1016/j.jclepro.2020.120209

Dallas JA; Raval S; Gaitan JPA; Saydam S; Dempster AG, 2020, 'Mining beyond earth for sustainable development: Will humanity benefit from resource extraction in outer space?', Acta Astronautica, vol. 167, pp. 181 - 188, http://dx.doi.org/10.1016/j.actaastro.2019.11.006

Gorai AK; Raval S; Patel AK; Chatterjee S; Gautam T, 2020, 'Design and development of a machine vision system using artificial neural network-based algorithm for automated coal characterization', International Journal of Coal Science and Technology, http://dx.doi.org/10.1007/s40789-020-00370-9

Gorai AK; Raval S; Patra AK, 2020, 'Path analysis approach to quantify the causal factors of ground-level ozone concentration near coal-mining regions', International Journal of Environmental Science and Technology, vol. 17, pp. 645 - 660, http://dx.doi.org/10.1007/s13762-019-02278-7

Biswal SS; Raval S; Gorai AK, 2019, 'Delineation and mapping of coal mine fire using remote sensing data–a review', International Journal of Remote Sensing, vol. 40, pp. 6499 - 6529, http://dx.doi.org/10.1080/01431161.2018.1547455

Shamsoddini A; Raval S, 2018, 'Mapping red edge-based vegetation health indicators using Landsat TM data for Australian native vegetation cover', Earth Science Informatics, vol. 11, pp. 545 - 552, http://dx.doi.org/10.1007/s12145-018-0347-5

Gonzalez FR; Raval S; Taplin ROS; Timms WENDY; Hitch MICHAEL, 2018, 'Evaluation of Impact of Potential Extreme Rainfall Events on Mining in Peru', Natural Resources Research, vol. 28, pp. 393 - 408, http://dx.doi.org/10.1007/s11053-018-9396-1

banerjee B; Raval S; cullen , 2018, 'Alignment of UAV-hyperspectral bands using keypoint descriptors in a spectrally complex environment', Remote Sensing Letters, vol. 9, pp. 524 - 533, http://dx.doi.org/10.1080/2150704X.2018.1446564

Banerjee BP; Raval S; Zhai H; Cullen PJ, 2017, 'Health condition assessment for vegetation exposed to heavy metal pollution through airborne hyperspectral data', Environmental Monitoring and Assessment, vol. 189, http://dx.doi.org/10.1007/s10661-017-6333-4

Banerjee BP; Raval S; Cullen PJ, 2017, 'High-resolution mapping of upland swamp vegetation using a unmanned aerial vehicle-hyperspectral system', Journal of Spectral Imaging, vol. 6, http://dx.doi.org/10.1255/jsi.2017.a6

Banerjee BP; Raval S; Timms W, 2016, 'Erratum to: Evaluation of rainfall and wetland water area variability at Thirlmere Lakes using Landsat time-series data (Int. J. Environ. Sci. Technol, (2016), 13, (1781-1792), 10.1007/s13762-016-1018-z)', International Journal of Environmental Science and Technology, vol. 13, pp. 2535 - 2538, http://dx.doi.org/10.1007/s13762-016-1068-2

Banerjee BP; Raval S; Timms W, 2016, 'Evaluation of rainfall and wetland water area variability at Thirlmere Lakes using Landsat time-series data', International Journal of Environmental Science and Technology, vol. 13, pp. 1 - 12, http://dx.doi.org/10.1007/s13762-016-1018-z

Williams M; Taplin R; Virah-Sawmy M; Corss R; Raval SA, 2015, 'Assessment of mining biodiversity offsets and the potential for agricultural involvement in the upper Hunter Valey', Journal of Research Project Review, vol. 4, pp. 83 - 90, http://www.mea.edu.au/

Poon A; Raval S; Banerjee BP; Shamsoddini A, 2015, 'Detection of changes in the wetland conditions adjacent to a longwall mining area in the southern coalfields, New South Wales using radar satellite data', Journal of Research Project Review, vol. 4, pp. 35 - 41, http://www.mea.edu.au/asset/55712f559a67a/mea-journal-of-research-projects-review-2015.pdf

Raval S; Shamsoddini A, 2014, 'A monitoring framework for land use around kaolin mining areas through Landsat TM images', Earth Science Informatics, vol. 7, pp. 153 - 163, http://dx.doi.org/10.1007/s12145-014-0169-z

Raval S; Sarver E; Shamsoddini A; Zipper C; Donovan P; Evans D; Chu HT, 2014, 'Satellite remote sensing-based estimates of biomass production on reclaimed coal mines', Mining Engineering, vol. 66, pp. 76 - 82, http://search.proquest.com/docview/1554528878/abstract/2C86B33594A9477EPQ/26?accountid=12763

Raval S; Merton RN; Laurence D, 2013, 'Satellite based mine rehabilitation monitoring using WorldView-2 imagery', Transactions of the Institutions of Mining and Metallurgy, Section A: Mining Technology, vol. 122, pp. 200 - 207, http://dx.doi.org/10.1179/1743286313Y.0000000039

Raval S; Merton RN; Laurence D, 2013, 'Satellite based mine rehabilitation monitoring using WorldView-2 imagery', TRANSACTIONS OF THE INSTITUTIONS OF MINING AND METALLURGY SECTION A-MINING TECHNOLOGY, vol. 122, pp. 200 - 207, http://dx.doi.org/10.1179/1743286313Y.0000000039

Conference Papers

Raval S; Banerjee BP; Kumar Singh S; Canbulat I, 2019, 'A Preliminary Investigation of Mobile Mapping Technology for Underground Mining', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 6071 - 6074, http://dx.doi.org/10.1109/IGARSS.2019.8898518

Banerjee BP; Raval S; Cullen PJ; Kumar Singh S, 2019, 'Mapping of Complex Vegetation Communities and Species Using UAV-LIDAR Metrics and High-Resolution Optical Data', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 6110 - 6113, http://dx.doi.org/10.1109/IGARSS.2019.8899160

Raval S; Banerjee B; Shen X; Masoumi H; Tannant D, 2018, 'Evaluation of a UAV-LiDAR system for mapping geological structures in an open pit highwall', in the 4th Australasian Ground Control in Mining Conference, Sydney, presented at AusRock 2018, Sydney, 28 November 2018 - 30 November 2018

Raval S; Banerjee B, 2017, 'Remote sensing to advance sustainable mining practices', in ACRS Proceedings, New Delhi, India, presented at 38th Asian Conference on Remote Sensing (ACRS 2017), New Delhi, India, 23 October 2017 - 27 October 2017, http://a-a-r-s.org/acrs/index.php/acrs/acrs-overview/proceedings-1?view=publication&task=show&id=3025

Banerjee BP; Raval SA; Cullen PJ, 2015, 'Unmanned Aerial Vehicles for Mine Environment Monitoring', in Proceedings 3rd International Future Mining Conference, The AusIMM, Sydney, Australia, pp. 137 - 143, presented at 3rd International Future Mining Conference, Sydney, Australia, 04 November 2015 - 06 November 2015

Blommerde M; Taplin R; Raval SA, 2015, 'Assessment of rehabilitation completion criteria for mine closure evaluation', in Proceedings 7th International Conference on Sustainable Development Indicators in the Minerals Industry, Sustainable Development Indicators in the Minerals Industry (SDIMI) 2015, Vancouver, Canada, presented at Sustainable Development Indicators in the Minerals Industry (SDIMI) 2015, Vancouver, Canada, 13 July 2015 - 15 July 2015

Kumar C; Shetty A; Raval S; Sharma R; Champatiray PK, 2015, 'Lithological Discrimination and Mapping using ASTER SWIR Data in the Udaipur area of Rajasthan, India', in Vardhan H; Raj MG; Aruna M (eds.), Procedia of Earth & Planetary Science, Elsevier, Karnataka, India, pp. 180 - 188, presented at Global Challenges, Policy Framework & Sustainable Development for Mining of Mineral and Fossil Energy Resources (GCPF2015), Karnataka, India, 17 April 2015 - 18 April 2015, http://dx.doi.org/10.1016/j.proeps.2015.06.022

Kumar C; Shetty A; Raval S; Champatiray PK; Sharma R, 2014, 'Sub-Pixel Mineral Mapping using EO-1 Hyperion Hyperspectral data', in The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Copernicus Publications, Hyderabad, India, pp. 455 - 461, presented at ISPRS Technical Commission VIII Symposium, Hyderabad, India, 09 December 2014 - 12 December 2014, http://dx.doi.org/10.5194/isprsarchives-XL-8-455-2014

Shamsoddini A; Raval S; Taplin R, 2014, 'Spectroscopic analysis of soil metal contamination around a derelict mine site in the Blue Mountains, Australia', in Sunar F; Altan O; Taberner M (eds.), ISPRS Annals, Copernicus Publications, Istanbul, Turkey, pp. 75 - 79, presented at ISPRS Technical Commission VII Symposium, Istanbul, Turkey, 29 September 2014 - 02 October 2014, http://dx.doi.org/10.5194/isprsannals-II-7-75-2014

kariyawasam N; Raval S; Shamsoddini A, 2014, 'Incorporating Remote Sensing as a Tool to Assist Rehabilitation Monitoring in a Dolomite Mining Operation in South Australia', in The XXV FIG International Congress 2014 Proceedings, International Federation of Surveyors (FIG), Kuala Lumpur, Malaysia, pp. 1 - 13, presented at XXV FIG INTERNATIONAL CONGRESS, Kuala Lumpur, Malaysia, 16 June 2014 - 21 June 2014, http://www.fig.net/pub/fig2014/papers/ts08b/TS08B_kariyawasam_raval_et_al_6966.pdf

Saydam S; Timms W; Raval S; Daly C, 2013, 'Using Moodle - An Open Source Learning Management System in Australian Mining Engineering Education', in Proceedings INDICON 2013: Impact of Engineering on Global Sustainability, IEEE - Impact on Engineering on Global Sustainability, India, presented at IEEE - Impact on Engineering on Global Sustainability, India, 13 December 2013 - 15 December 2013

Morgan J; Raval S; McDonald B; Falorni G; Iannacone J, 2013, 'Application of advanced InSAR techniques to detect vertical and horizontal displacements', in Slope Stability 2013, Australian Centre for Geomechanics, Brisbane, presented at International Symposium on Slope Stability in Open Pit Mining and Civil Engineering, Brisbane, 25 September 2013 - 27 September 2013

Raval S; Laurence DC, 2012, 'Mine Rehabilitation Monitoring Using a High-Resolution Satellite Image', in Mine Rehabilitation Monitoring Using a High-Resolution Satellite Image, 13th International Symposium on Environmental Issues and Waste Management in Energy and Mineral Production, New Delhi, pp. 293 - 304, presented at 13th International Symposium on Environmental Issues and Waste Management in Energy and Mineral Production, New Delhi, 28 November 2012 - 30 November 2012

Raval S; Jia X; Merton ; Laurence DC, 2012, 'Characterising surface mineralogy of an open pit mining area using Hyperion imagery', in Proceedings of IEEE 4th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing Conference, IEEE, Shanghai, presented at 4th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Shanghai, 04 June 2012 - 07 June 2012, http://dx.doi.org/10.1109/WHISPERS.2012.6874296

Raval S; Merton ; Laurence DC, 2012, 'Mine tailings water mapping using Chris Proba imagery', in Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing : Evolution in Remote Sensing, IEEE, Shanghai, presented at 4th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Shanghai, 04 June 2012 - 07 June 2012, http://dx.doi.org/10.1109/WHISPERS.2012.6874298

Raval S; Merton ; Laurence DC, 2011, 'Mine environmental monitoring using CHRIS Proba imagery of the Dexing Copper Mine, China', in 34th International Symposium on Remote Sensing of Environment, ISPRS, Sydney, presented at 34th International Symposium on Remote Sensing of Environment, Sydney, Australia, 10 April 2011 - 15 April 2011

Raval S; Laurence DC; Ge L, 2009, 'Evaluation of Remote Sensing Technology as a Tool for Mining Applications', in SDIMI 2009 - Sustainable Development Indicators in the Minerals Industry, AusIMM, Melbourne, presented at SDIMI 2009 - Sustainable Development Indicators in the Minerals Industry, Gold Coast Queensland, 06 July 2009 - 08 July 2009

Raval S, 2009, 'Evaluation of remote sensing technology as a tool for mining applications', in Evaluation of remote sensing technology as a tool for mining applications, 4th International Conference on Sustainable Development Indicators in the Minerals Industry, Gold Coast, Australia, pp. 411 - 416, presented at 4th International Conference on Sustainable Development Indicators in the Minerals Industry, Gold Coast, Australia, 06 July 2009 - 08 July 2009

Raval S; Ge L; Laurence DC; Saydam S, 2009, 'Applicability of Remote Sensing in Mining', in Applicability of Remote Sensing in Mining, International Conference of Advanced Technology in Exploration and Exploitation of Minerals, India, presented at International Conference of Advanced Technology in Exploration and Exploitation of Minerals, India, 14 February 2009 - 16 February 2009

Conference Posters

Raval S; Banerjee BP; Hao Z, 2015, 'Mapping vegetation stress around abandoned mines through airborne high resolution hyperspectral remote sensing data', Singleton, Australia, presented at The Best Practice Ecological Rehabilitation of Mined Lands 2015 Conference, Singleton, Australia, 26 March 2015 - 26 March 2015

Conference Presentations

Raval S, 2018, 'Drone based Hyperspectral and LiDAR Systems for Monitoring Mining Environment', presented at Mine Rehabilitation Conference, Newcastle, Australia, 12 April 2018 - 12 April 2018

Raval S, 2015, 'Optical remote sensing for monitoring mine site rehabilitation', presented at The Best Practice Ecological Rehabilitation of Mined Lands 2015 Conference, Singleton, Australia, 26 March 2015 - 26 March 2015

Saydam S; Daly C; Raval S; Timms W, 2013, 'Using Moodle As An Open Source Learning Management System in Mining Engineering Education', pp. 386 - 389, presented at The 24th Annual General Meeting of Society of Mining Professors, Milos, Greece, 26 June 2013 - 29 December 2013, http://dx.doi.org/10.1109/MITE.2013.6756373

Raval S, 'Advancing Sustainable Mining Practices through Remote Sensing'

Conference Abstracts

Raval S, 2018, 'Smart sensing for mineral exploration through to mine closure', in Proceedings of the 29th SOMP Annual Meeting and Conference, Beijing, China, presented at SOMP Annual Meeting and Conference, Beijing, China, 02 July 2018 - 07 July 2018

Reports

Raval S; Banerjee B, 2018, Evaluation of underground mobile laser scanning at Moranbah North Coal Mine


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