Dr  Indishe Senanayake

Dr Indishe Senanayake

Research Associate

School of Environmental and Life Sciences

Career Summary

Biography

Indishe obtained his Bachelor's and Master's degrees from the University of Moratuwa, Sri Lanka. After graduation, he worked as a lecturer at his alma mater and as a research engineer at the Arthur C Clarke Institute for Modern Technologies.

He moved to Australia in 2016 to pursue his doctoral studies in the field of environmental engineering at the University of Newcastle. The focus of his PhD was on estimating soil moisture at a high spatial resolution using satellite remote sensing.

His main research interests include environmental planning and natural resource management through remote sensing and GIS based approaches.



Qualifications

  • Doctor of Philosophy, University of Newcastle
  • Bachelor of Science (Engineering), University of Moratuwa, Sri Lanka
  • Master of Philosophy, University of Moratuwa, Sri Lanka

Keywords

  • Environmental Engineering
  • GIS
  • Remote Sensing
  • Soil Moisture

Languages

  • Sinhalese (Mother)
  • English (Fluent)

Fields of Research

Code Description Percentage
401304 Photogrammetry and remote sensing 50
410406 Natural resource management 30
370799 Hydrology not elsewhere classified 20

Professional Experience

UON Appointment

Title Organisation / Department
Research Associate University of Newcastle
School of Engineering
Australia

Academic appointment

Dates Title Organisation / Department
2/7/2015 - 20/6/2016 Lecturer University of Moratuwa
Department of Earth Resources Engineering
Sri Lanka
1/10/2013 - 1/7/2015 Senior Lecturer (contract) University of Moratuwa
Department of Earth Resources Engineering
Sri Lanka
11/10/2010 - 28/2/2012 Lecturer University of Moratuwa
Department of Civil Engineering
Sri Lanka

Professional appointment

Dates Title Organisation / Department
12/4/2023 - 30/6/2024 Research Associate College of Engineering, Science & Environment, University of Newcastle
School of Engineering
Australia
1/12/2022 - 31/8/2023 Guest Editor Remote Sensing - Special Issue on "Recent Advances in Remote Sensing of Soil Moisture"
Switzerland
4/7/2016 - 30/7/2016 Casual Research Assistant Faculty of Engineering and Built Environment - The University of Newcastle (Australia)
School of Engineering
Australia
1/10/2013 - 31/3/2014 Visiting Consultant Arthur C Clarke Institute for Modern Technologies
Space Applications Division
Sri Lanka
1/3/2012 - 30/9/2013 Research Scientist/Engineer Arthur C Clarke Institute for Modern Technologies
Space Applications Division
Sri Lanka

Teaching appointment

Dates Title Organisation / Department
1/7/2019 - 31/12/2019 Research Assistant Faculty of Engineering and Built Environment, University of Newcastle
School of Engineering
Australia
1/1/2017 - 31/12/2017 Sessional Academic Staff Member Faculty of Engineering and Built Environment - The University of Newcastle (Australia)
School of Engineering
Australia
25/7/2016 - 8/11/2016 Casual Staff Member Faculty of Engineering and Built Environment - The University of Newcastle (Australia)
School of Engineering
Australia

Awards

Research Award

Year Award
2020 1st Place and People's Choice Award - 2020 Three Minute Thesis, Faculty of Engineering and Built Environment, The University of Newcastle
Faculty of Engineering and Built Environment - The University of Newcastle (Australia)
2018 President’s Award for Scientific Publications in 2016
National Research Council, Sri Lanka
2018 Best Poster Presentation Award - Mine Rehab Conference 2018
The Tom Farrell Institute for the Environment
2017 The Faculty of Engineering and Built Environment Postgraduate Research Prize in Environmental Engineering and Surveying 2017, University of Newcastle, Australia
Faculty of Engineering and Built Environment - The University of Newcastle (Australia)
2015 NRC Merit Award for Scientific Publication -2013 (Sri Lanka)
National Research Council, Sri Lanka

Teaching

Code Course Role Duration
SURV3650 GIS and Remote Sensing
School of Engineering, The University of Newcastle
Lecturer 1/7/2023 - 31/12/2023
GEOS6250 Advanced Spatial Science
School of Environmental and Life Sciences, University of Newcastle
Lecturer 16/4/2021 - 30/6/2021
SURV3650 Spatial Data Sytems and Remote Sensing
Faculty of Engineering and Built Environment - The University of Newcastle (Australia)
Lecturer 1/7/2019 - 31/12/2019
SURV3650 Spatial Data Sytems and Remote Sensing
Faculty of Engineering and Built Environment - The University of Newcastle (Australia)
Tutor 1/7/2018 - 30/11/2018
GEOS3250 Advanced Spatial Science | GEOS3250
School of Environmental and Life Sciences, University of Newcastle
Lecturer 16/4/2021 - 30/6/2021
SURV2650 Spatial Data Systems and Remote Sensing
Faculty of Engineering and Built Environment - The University of Newcastle (Australia)
Tutor 24/7/2017 - 3/11/2017
SURV3650 Spatial Data Sytems and Remote Sensing
Faculty of Engineering and Built Environment - The University of Newcastle (Australia)
Tutor 1/7/2020 - 30/11/2020
SURV3650 GIS and Remote Sensing
School of Engineering, The University of Newcastle, Australia
Lecturer 1/7/2022 - 31/12/2022
SURV2650 Spatial Data Systems and Remote Sensing
Faculty of Engineering and Built Environment - The University of Newcastle (Australia)
Tutor 25/7/2016 - 8/11/2016
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Publications

For publications that are currently unpublished or in-press, details are shown in italics.


Journal article (16 outputs)

Year Citation Altmetrics Link
2024 Bretreger D, Hancock GR, Lowry J, Senanayake I, Yeo I-Y, 'The Impacts of Burn Severity and Frequency on Erosion in Western Arnhem Land, Australia', Sensors, 24 2282-2282
DOI 10.3390/s24072282
Co-authors In-Young Yeo
2024 Senanayake IP, Hartmann P, Giacomini A, Huang J, Thoeni K, 'Prediction of rockfall hazard in open pit mines using a regression based machine learning model', International Journal of Rock Mechanics and Mining Sciences, 177 105727-105727 (2024)
DOI 10.1016/j.ijrmms.2024.105727
Co-authors Jinsong Huang, Anna Giacomini, Klaus Thoeni
2023 Senanayake IP, Yeo I-Y, Kuczera GA, 'A Random Forest-Based Multi-Index Classification (RaFMIC) Approach to Mapping Three-Decadal Inundation Dynamics in Dryland Wetlands Using Google Earth Engine', REMOTE SENSING, 15 (2023) [C1]
DOI 10.3390/rs15051263
Citations Scopus - 3
Co-authors George Kuczera, In-Young Yeo
2023 Fernando WAM, Senanayake IP, 'Developing a two-decadal time-record of rice field maps using Landsat-derived multi-index image collections with a random forest classifier: A Google Earth Engine based approach', Information Processing in Agriculture, (2023) [C1]
DOI 10.1016/j.inpa.2023.02.009
Citations Scopus - 5
2023 Senanayake IP, Kiem AS, Hancock GR, Metelka V, Folkes CB, Blevin PL, Budd AR, 'A Spatial Data-Driven Approach for Mineral Prospectivity Mapping', Remote Sensing, 15 4074-4074 [C1]
DOI 10.3390/rs15164074
Citations Scopus - 1
Co-authors Anthony Kiem, Greg Hancock
2022 Senanayake IP, Yeo I-Y, Hancock GR, Willgoose GR, 'A decadal record of soil moisture space-time variability over a south-east Australian catchment', HYDROLOGICAL PROCESSES, 36 (2022) [C1]
DOI 10.1002/hyp.14770
Co-authors Greg Hancock, In-Young Yeo
2021 Senanayake IP, Yeo I-Y, Walker JP, Willgoose GR, 'Estimating catchment scale soil moisture at a high spatial resolution: Integrating remote sensing and machine learning', Science of The Total Environment, 776 (2021) [C1]
DOI 10.1016/j.scitotenv.2021.145924
Citations Scopus - 28Web of Science - 17
Co-authors In-Young Yeo
2021 Senanayake IP, Yeo I-Y, Willgoose GR, Hancock GR, 'Disaggregating satellite soil moisture products based on soil thermal inertia: a comparison of a downscaling model built at two spatial scales', Journal of Hydrology, 594 (2021) [C1]
DOI 10.1016/j.jhydrol.2020.125894
Citations Scopus - 18Web of Science - 11
Co-authors In-Young Yeo, Greg Hancock
2019 Senanayake I, Yeo I-Y, Tangdamrongsub N, Willgoose G, Hancock G, Wells T, et al., 'An in-situ data based model to downscale radiometric satellite soil moisture products in the Upper Hunter Region of NSW, Australia', Journal of Hydrology, 572 820-838 (2019) [C1]
DOI 10.1016/j.jhydrol.2019.03.014
Citations Scopus - 27Web of Science - 24
Co-authors Greg Hancock, In-Young Yeo
2019 Ramya R, Nanthakumaran A, Senanayake IP, 'Identification of artificial groundwater recharge zones in Vavuniya district using remote sensing and GIS', AGRIEAST: Journal of Agricultural Sciences, 13 44-55 (2019) [C1]
DOI 10.4038/agrieast.v13i1.63
2018 Senanayake IP, Palihakkara CR, Dassanayake S, Jayawardena C, 'Floating Wetland Treatment of Acid Mine Drainage using Eichhornia crassipes (Water Hyacinth)', Journal of Health & Pollution, 8 14-19 (2018) [C1]
DOI 10.5696/2156-9614-8.17.14
Citations Scopus - 14Web of Science - 6
2016 Senanayake IP, Dissanayake DMDOK, Mayadunna BB, Weerasekera WL, 'An approach to delineate groundwater recharge potential sites in Ambalantota, Sri Lanka using GIS techniques', GEOSCIENCE FRONTIERS, 7 115-124 (2016)
DOI 10.1016/j.gsf.2015.03.002
Citations Scopus - 184Web of Science - 133
2013 Senanayake IP, 'Anticipated prospects and civilian applications of Indian satellite navigation services in Sri Lanka', Egyptian Journal of Remote Sensing and Space Science, 16 1-10 (2013)

The government of Sri Lanka has embarked on a massive development programme of the country in all spheres of the economy, with the conclusion of war in May 2009. Sri Lanka is witn... [more]

The government of Sri Lanka has embarked on a massive development programme of the country in all spheres of the economy, with the conclusion of war in May 2009. Sri Lanka is witnessing a new era with a rapid increase especially in infrastructure development projects. With the annihilation of the threats of terrorism, new prospects in satellite and space related technologies and their applications are flourishing. Navigation satellite (NAVSAT) technology plays the core role in a majority of the modern location based services (LBS) and consequent applications can be productively utilized for the development of the country. Global Positioning System (GPS) technology and related services are currently utilized in numerous location based applications in the country. India has launched navigation service providing satellite programmes, including a regional navigational satellite system. Whilst being covered under the footprint of Indian navigational satellite programmes, neighbouring countries of India can positively use their services for the benefit of the country through collaborative approaches. In this paper, positive impacts of 3 Indian Navigational Satellite programmes (GAGAN, IRNSS and INSAT-MSS reporting system) for the civilian applications over Sri Lanka are discussed. Other neighbouring countries covered under the footprint of Indian navigational satellite programmes can also employ these services for the location based applications productively. © 2012 National Authority for Remote Sensing and Space Sciences. Production and hosting by Elsevier B.V. All rights reserved. 70.

DOI 10.1016/j.ejrs.2013.03.002
Citations Scopus - 8Web of Science - 6
2013 Senanayake IP, Welivitiya WDDP, Nadeeka PM, 'Urban green spaces analysis for development planning in Colombo, Sri Lanka, utilizing THEOS satellite imagery - A remote sensing and GIS approach', URBAN FORESTRY & URBAN GREENING, 12 307-314 (2013)
DOI 10.1016/j.ufug.2013.03.011
Citations Scopus - 62Web of Science - 42
2013 Senanayake IP, Welivitiya WDDP, Nadeeka PM, 'Remote sensing based analysis of urban heat islands with vegetation cover in Colombo city, Sri Lanka using Landsat-7 ETM+ data', Urban Climate, 5 19-35 (2013)

Urbanisation leads to rapid constructions, which use low albedo materials leading to high heat absorption in urban centres. In addition, removal of vegetation cover and emissions ... [more]

Urbanisation leads to rapid constructions, which use low albedo materials leading to high heat absorption in urban centres. In addition, removal of vegetation cover and emissions of waste heat from various sources contribute to the accumulation of heat energy, leading to formation of urban heat islands (UHIs). UHIs have many adverse socio-environmental impacts. Therefore, spatial identification of UHIs is a necessity to take appropriate remedial measures to minimise their adverse impacts. Satellite remote sensing provides a cost-effective and time-saving methodology for spatio-temporal analyses of land surface temperature (LST) distribution.In this study, thermal bands (10.40-12.50. µm) of Landsat-7 ETM+ imagery acquired in 3 distinct dates covering Colombo city of Sri Lanka were analysed for the spatio-temporal identification of UHIs. Vegetation cover of Colombo city was extracted by using NDVI method and subsequently examined with the distribution of LST.A deductive index was defined to identify the environmentally critical areas in Colombo city based on the distribution of LST and availability of vegetation cover. Accordingly, Colombo harbour and surrounding areas were identified as the most critical areas. Remedial measures can be taken in future urban planning endeavours based on the results of this study. © 2013 Elsevier Ltd.

DOI 10.1016/j.uclim.2013.07.004
Citations Scopus - 115
2012 Senanayake IP, Dissanayake DMDOK, Puswewala UGA, 'Analysis of the abundance of abandoned tanks in Hambantota District, Sri Lanka using GIS techniques', Egyptian Journal of Remote Sensing and Space Science, 15 143-150 (2012)

Around two thirds of the area in Sri Lanka is covered by the dry zone, which receives less than 1750 mm average annual rainfall, but not equally distributed over the land. Due to ... [more]

Around two thirds of the area in Sri Lanka is covered by the dry zone, which receives less than 1750 mm average annual rainfall, but not equally distributed over the land. Due to rainfall variations, dry zone of Sri Lanka faced periodic drought conditions in the past. On the basis of surface water availability, Hambantota District appears to be a highly affected area. Tanks have been constructed in order to harvest rainwater to overcome this problem. But, there are many abandoned tanks in Hambantota, which decrease the effectiveness and efficiency of water harvesting. In order to minimize the number of abandoned tanks, an analysis is carried out to find the cause for the abundance of abandoned tanks in the area. Integrating GIS techniques with the relevant data such as rainfall, topographic contours, spot heights, land use, temperature, geology, etc. gives an accurate and updated database, which helps to analyze the reason for the abundance of the abandoned tanks in the area, and hence facilitate the increase of efficiency and effectiveness of rainwater harvesting through a proper water management system. © 2012 National Authority for Remote Sensing and Space Sciences.

DOI 10.1016/j.ejrs.2012.07.001
Citations Scopus - 6Web of Science - 2
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Conference (13 outputs)

Year Citation Altmetrics Link
2022 Senanayake I, Hartmann P, Thoeni K, Watman A, Giacomini A, 'The Impact of Slope Roughness on the Uncertainty in Probabilistic Rockfall Modelling', 8th International Symposium for Geotechnical Safety & Risk (ISGSR 2022), Newcastle, Australia (2022)
DOI 10.3850/978-981-18-5182-7_00-12-001.xml
Co-authors Klaus Thoeni, Anna Giacomini
2021 Quijano J, Rodriguez J, Kuczera G, Saco P, Sandi S, Carlier R, et al., 'Water regime emulation in dryland wetland systems using network linear programming with side constraints', Online (2021)
Co-authors Jose Rodriguez, In-Young Yeo, George Kuczera
2019 Senanayake I, Yeo I-Y, Willgoose G, Hancock G, Tangdamrongsub N, Walker J, 'Downscaling satellite-derived soil moisture products based on soil thermal inertia: a comparison of three models over a semi-arid catchment in south-eastern Australia', Vienna (2019)
Co-authors Greg Hancock
2019 Jayawardena C, Jayasundara R, Thiruchittampalam S, Jayakodi S, Senanayake I, 'A Statistical Appraisal on Accuracy of Smartphone Location Services: A Case Study at the University of Moratuwa, Sri Lanka', MERCon 2019 - Proceedings, 5th International Multidisciplinary Moratuwa Engineering Research Conference, Katubedda, Sri Lanka (2019) [E1]
DOI 10.1109/MERCon.2019.8818764
Citations Scopus - 2Web of Science - 1
2019 Senanayake I, Yeo I-Y, Willgoose GR, Bretreger D, 'Using an artificial neural network to enhance the spatial resolution of satellite soil moisture products based on soil thermal inertia', MODSIM2019, 23rd International Congress on Modelling and Simulation, Canberra, ACT (2019) [E1]
DOI 10.36334/modsim.2019.k10.senanayake
Citations Scopus - 2
Co-authors Greg Hancock, In-Young Yeo
2019 Senanayake I, Yeo I-Y, Tangdamrongsub N, Willgoose G, Hancock G, Wells T, et al., 'Estimating near surface soil moisture at a high spatial resolution using an in-situ data based model', Chiba, Japan (2019)
Co-authors Greg Hancock, In-Young Yeo
2018 Senanayake I, Yeo I, Willgoose GR, Hancock G, Wells T, 'Estimating Soil Moisture at Sub-Watershed Scale for Mine Rehabilitation Monitoring: A Remote Sensing Approach', Newcastle (2018)
Co-authors Greg Hancock, In-Young Yeo
2018 Senanayake IP, Yeo IY, Willgoose GR, Hancock GR, 'Towards sub-catchment scale soil moisture prediction: A combined remote sensing and land surface modelling approach', Hydrology and Water Resources Symposium (HWRS 2018): Water and Communities, Melbourne, VIC (2018) [E1]
Citations Scopus - 1
Co-authors Greg Hancock, In-Young Yeo
2017 Senanayake I, Yeo I, Tangdamrongsub N, Willgoose GR, Hancock GR, Wells T, et al., 'Estimating Soil Moisture at High Spatial Resolution with Three Radiometric Satellite Products: A Study from a South-Eastern Australian Catchment', New Orleans,USA (2017)
Co-authors In-Young Yeo, Greg Hancock
2017 Senanayake I, Willgoose GR, Yeo I, Hancock G, 'Drive by Soil Moisture Measurement: A Citizen Science Project', New Orleans, USA (2017)
Co-authors Greg Hancock, In-Young Yeo
2017 Senanayake I, Yeo I, Tangdamrongsub N, Willgoose G, Hancock G, Wells T, 'Disaggregation of SMAP radiometric soil moisture measurements at catchment scale using MODIS land surface temperature data', Proceedings of Research@Locate, the academic research stream at the 4th annual conference of Digital Earth & Locate, Sydney, Australia (2017) [E1]
Citations Scopus - 4
Co-authors In-Young Yeo, Greg Hancock
2017 Senanayake IP, Yeo IY, Tangdamrongsub N, Willgoose GR, Hancock GR, Wells T, et al., 'Downscaling SMAP and SMOS soil moisture retrievals over the Goulburn River Catchment, Australia', Hobart, Tasmania, Australia (2017) [E1]
Citations Scopus - 3
Co-authors Greg Hancock, In-Young Yeo
2013 Senanayake IP, Welivitiya WDDP, Nadeeka PM, Puswewala UGA, Dissanayake DMDOK, 'Remote sensing and GIS based assessment of water scarcity - A case study from Hambantota district, Sri Lanka', 34th Asian Conference on Remote Sensing 2013, ACRS 2013 (2013)

The dry zone of Sri Lanka periodically faces drought conditions due to uneven distribution of annual rainfall. Hambantota district in the dry zone can be identified as a severely ... [more]

The dry zone of Sri Lanka periodically faces drought conditions due to uneven distribution of annual rainfall. Hambantota district in the dry zone can be identified as a severely drought affected area, on the basis of surface water availability. With the ongoing massive development projects in the district, the demand for water will increase significantly in the next few years. Therefore, implementation of a proper water management system is a pre-requisite in facilitating this requirement. The drought severity of Hambantota district was analysed meteorologically, hydrologically and physically using remote sensing and GIS techniques. The combined effect of the above drought components were spatially identified through a matrix overlay operation. The results illustrate that 20% of Hambantota district faces severe water stress conditions, while 11% of the district faces moderate water stress conditions. The resultant drought severity map can be used as a reference in a future water management endeavour to enhance the effectiveness of the project. Copyright© (2013) by the Asian Association on Remote Sensing.

Citations Scopus - 2
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Grants and Funding

Summary

Number of grants 2
Total funding $2,250

Click on a grant title below to expand the full details for that specific grant.


20191 grants / $1,000

JpGU Student Travel Support 2019$1,000

Funding body: Japan Geoscience Union

Funding body Japan Geoscience Union
Scheme Student Travel Support
Role Lead
Funding Start 2019
Funding Finish 2019
GNo
Type Of Funding International - Competitive
Category 3IFA
UON N

20171 grants / $1,250

AGU Fall Meeting Student Travel Grant$1,250

Funding body: American Geophysical Union

Funding body American Geophysical Union
Scheme Student Travel Grant
Role Lead
Funding Start 2017
Funding Finish 2017
GNo
Type Of Funding International - Competitive
Category 3IFA
UON N
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Dr Indishe Senanayake

Positions

Research Associate
School of Environmental and Life Sciences
College of Engineering, Science and Environment

Research Associate
School of Engineering
College of Engineering, Science and Environment

Contact Details

Email indishe.senanayake@newcastle.edu.au
Phone (02) 4921 5816
Mobile 0452 184 218
Links Research Networks
Research Networks
Research Networks
Research Networks

Office

Room EA213
Building Engineering-A (EA)
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