المؤلفون: Dhanapala Arachchige Sachindra

المصدر: JOURNAL OF JAPAN SOCIETY OF HYDROLOGY AND WATER RESOURCES. 2022, 35(1):80

المؤلفون: Dhanapala Arachchige, Sachindra, Kanae, S

مصطلحات موضوعية: 0401 Atmospheric Sciences, 0801 Artificial Intelligence and Image Processing, College of Science and Engineering, Institute for Sustainability and Innovation (ISI), GP algorithm, demes, climate, statistical downscaling, Japan, atmospheric domain

وصف الملف: text

Relation: https://vuir.vu.edu.au/39530/; https://vuir.vu.edu.au/39530/1/10.1007_s00477-019-01721-y.pdf; Dhanapala Arachchige, Sachindra orcid:0000-0002-4022-0636 and Kanae, S (2019) Machine learning for downscaling: the use of parallel multiple populations in genetic programming. Stochastic Environmental Research and Risk Assessment, 33 (8/9). pp. 1497-1533. ISSN 1436-3240

الاتاحة: https://vuir.vu.edu.au/39530/
https://link.springer.com/article/10.1007%2Fs00477-019-01721-y
https://doi.org/10.1007/s00477-019-01721-y
https://vuir.vu.edu.au/39530/1/10.1007_s00477-019-01721-y.pdf

المؤلفون: Dhanapala Arachchige, Sachindra, Perera, B. J. C

مصطلحات موضوعية: 0905 Civil Engineering, 0907 Environmental Engineering, College of Science and Engineering, Institute for Sustainability and Innovation (ISI), climate change, hydroclimatic, rainfall, genetic programming, downscaling models

وصف الملف: text

Relation: https://vuir.vu.edu.au/34514/; https://vuir.vu.edu.au/34514/1/file.pdf; Dhanapala Arachchige, Sachindra orcid:0000-0002-4022-0636 and Perera, B. J. C (2016) Statistical downscaling of general circulation model outputs to precipitation accounting for non-stationarities in predictor-predictand relationships. PLoS ONE, 11 (12). ISSN 1932-6203

الاتاحة: https://vuir.vu.edu.au/34514/
http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0168701
https://doi.org/10.1371/journal.pone.0168701
https://vuir.vu.edu.au/34514/1/file.pdf

المؤلفون: Dhanapala Arachchige, Sachindra, Huang, Fuchun, Barton, Andrew, Perera, B. J. C

مصطلحات موضوعية: 0905 Civil Engineering, 9004 Water and Waste Services, College of Science and Engineering, statistical downscaling, precipitation, general circulation model

وصف الملف: text

Relation: https://vuir.vu.edu.au/24325/; https://vuir.vu.edu.au/24325/7/Sachindra_et_al-2014-International_Journal_of_Climatology.pdf; https://vuir.vu.edu.au/24325/1/Statistical%20Downscaling%20of%20General%20Circulation%20Model%20Outputs%20to%20Precipitation%20-%20part%201%20calibration%20and%20validation.pdf; Dhanapala Arachchige, Sachindra orcid:0000-0002-4022-0636 , Huang, Fuchun, Barton, Andrew and Perera, B. J. C (2014) Statistical Downscaling of General Circulation Model Outputs to Precipitation - part 1: calibration and validation. International Journal of Climatology. ISSN 1097-0088

الاتاحة: https://vuir.vu.edu.au/24325/
http://onlinelibrary.wiley.com/doi/10.1002/joc.3914/abstract
https://doi.org/10.1002/joc.3914
https://vuir.vu.edu.au/24325/7/Sachindra_et_al-2014-International_Journal_of_Climatology.pdf

المؤلفون: Dhanapala Arachchige, Sachindra, Huang, Fuchun, Barton, Andrew, Perera, B. J. C

مصطلحات موضوعية: 0905 Civil Engineering, 9004 Water and Waste Services, College of Science and Engineering, statistical downscaling, precipitation, general circulation model, bias

وصف الملف: text

Relation: https://vuir.vu.edu.au/24326/; https://vuir.vu.edu.au/24326/7/Sachindra_et_al-2014-International_Journal_of_Climatology.pdf; https://vuir.vu.edu.au/24326/1/Statistical%20Downscaling%20of%20General%20Circulation%20Model%20Outputs%20to%20Precipitation%20-%20part%202%20bias-correction%20and%20future%20projections.pdf; Dhanapala Arachchige, Sachindra orcid:0000-0002-4022-0636 , Huang, Fuchun, Barton, Andrew and Perera, B. J. C (2014) Statistical Downscaling of General Circulation Model Outputs to Precipitation - part 2: bias-correction and future projections. International Journal of Climatology. ISSN 1097-0088

الاتاحة: https://vuir.vu.edu.au/24326/
http://onlinelibrary.wiley.com/doi/10.1002/joc.3915/abstract
https://doi.org/10.1002/joc.3915
https://vuir.vu.edu.au/24326/7/Sachindra_et_al-2014-International_Journal_of_Climatology.pdf

المؤلفون: Dhanapala Arachchige, Sachindra, Huang, Fuchun, Barton, Andrew, Perera, B. J. C

مصطلحات موضوعية: 0502 Environmental Science and Management, School of Engineering and Science, ResPubID25859, statistical downscaling, support vector machine, multi-linear regression, streamflow, general circulation models, river catchment, monitoring, water supply system, Grampians, Victoria

وصف الملف: text

Relation: https://vuir.vu.edu.au/21966/; https://vuir.vu.edu.au/21966/1/3493_ftp.pdf; Dhanapala Arachchige, Sachindra orcid:0000-0002-4022-0636 , Huang, Fuchun, Barton, Andrew and Perera, B. J. C (2013) Least square support vector and multi-linear regression for statistically downscaling general circulation model outputs to catchment streamflows. International Journal of Climatology, 33 (5). pp. 1087-1106. ISSN 0899-8418,(print), 1097-0088 (online)

الاتاحة: https://vuir.vu.edu.au/21966/
http://onlinelibrary.wiley.com/doi/10.1002/joc.3493/pdf
https://doi.org/10.1002/joc.3493
https://vuir.vu.edu.au/21966/1/3493_ftp.pdf

المؤلفون: Khan, Najeebullah, Dhanapala Arachchige, Sachindra, Shahid, S, Ahmed, Kamal, Shiru, M, Nawaz, N

مصطلحات موضوعية: 4101 Climate change impacts and adaptation, 4611 Machine learning, College of Science and Engineering, drought forecasting, drought modelling, Support Vector Machine, Artificial Neural Network, k-Nearest Neighbour, climate change, humidity, wind speed

Relation: https://vuir.vu.edu.au/45981/; https://doi.org/10.1016/j.advwatres.2020.103562; Khan, Najeebullah, Dhanapala Arachchige, Sachindra orcid:0000-0002-4022-0636 , Shahid, S, Ahmed, Kamal, Shiru, M and Nawaz, N (2020) Prediction of droughts over Pakistan using machine learning algorithms. Advances in Water Resources, 139. ISSN 0309-1708

الاتاحة: https://vuir.vu.edu.au/45981/
https://www.sciencedirect.com/science/article/pii/S0309170819306797?via%3Dihub
https://doi.org/10.1016/j.advwatres.2020.103562

المؤلفون: Ahmed, Kamal, Dhanapala Arachchige, Sachindra, Shahid, Shamsuddin, Iqbal, Zafar, Nawaz, Nadeem, Khan, Najeebullah

مصطلحات موضوعية: 0401 Atmospheric Sciences, College of Science and Engineering, MMEs, machine learning, ML algorithms, artificial neural network, k-nearest neighbour, support vector machine, relevance vector machine, GCMs, Pakistan

Relation: https://vuir.vu.edu.au/40962/; Ahmed, Kamal, Dhanapala Arachchige, Sachindra orcid:0000-0002-4022-0636 , Shahid, Shamsuddin, Iqbal, Zafar, Nawaz, Nadeem and Khan, Najeebullah (2020) Multi-model ensemble predictions of precipitation and temperature using machine learning algorithms. Atmospheric Research, 236. ISSN 0169-8095

الاتاحة: https://vuir.vu.edu.au/40962/
https://www.sciencedirect.com/science/article/pii/S0169809519309858
https://doi.org/10.1016/j.atmosres.2019.104806

المؤلفون: Ahmed, Khandakar, Shahid, Shamsuddin, Dhanapala Arachchige, Sachindra, Nawaz, Nadeem, Chung, Eun-Sung

مصطلحات موضوعية: 0401 Atmospheric Sciences, College of Science and Engineering, Institute for Sustainability and Innovation (ISI)

Relation: https://vuir.vu.edu.au/38311/; Ahmed, Khandakar orcid:0000-0003-1043-2029 , Shahid, Shamsuddin, Dhanapala Arachchige, Sachindra orcid:0000-0002-4022-0636 , Nawaz, Nadeem and Chung, Eun-Sung (2019) Fidelity assessment of general circulation model simulated precipitation and temperature over Pakistan using a feature selection method. Journal of Hydrology, 573. pp. 281-298. ISSN 0022-1694

الاتاحة: https://vuir.vu.edu.au/38311/
https://www.sciencedirect.com/science/article/pii/S002216941930321X
https://doi.org/10.1016/j.jhydrol.2019.03.092

المؤلفون: Dhanapala Arachchige, Sachindra, Ahmed, Khandakar, Rashid, MM, Sehgal, V, Shahid, S, Perera, B. J. C

مصطلحات موضوعية: 0401 Atmospheric Sciences, College of Science and Engineering, Institute for Sustainability and Innovation (ISI), downscaling, genetic programming, generalised linear models, wavelet transformation, atmospheric domain, climate regime, hyper-sensitive regions

Relation: https://vuir.vu.edu.au/38312/; Dhanapala Arachchige, Sachindra orcid:0000-0002-4022-0636 , Ahmed, Khandakar orcid:0000-0003-1043-2029 , Rashid, MM, Sehgal, V, Shahid, S and Perera, B. J. C (2019) Pros and cons of using wavelets in conjunction with genetic programming and generalised linear models in statistical downscaling of precipitation. Theoretical and Applied Climatology. ISSN 0177-798X

الاتاحة: https://vuir.vu.edu.au/38312/
https://link.springer.com/article/10.1007%2Fs00704-019-02848-2
https://doi.org/10.1007/s00704-019-02848-2

المؤلفون: Dhanapala Arachchige, Sachindra, Ahmed, Khandakar, Shahid, S, Perera, B. J. C

مصطلحات موضوعية: 0401 Atmospheric Sciences, College of Science and Engineering, Institute for Sustainability and Innovation (ISI), GP algorithm, Victoria, Pakistan, downscaling models, climate, predictor–predictand relationships, atmospheric domain

Relation: https://vuir.vu.edu.au/37709/; Dhanapala Arachchige, Sachindra orcid:0000-0002-4022-0636 , Ahmed, Khandakar orcid:0000-0003-1043-2029 , Shahid, S and Perera, B. J. C (2018) Cautionary note on the use of genetic programming in statistical downscaling. International Journal of Climatology, 38 (8). 3449 - 3465. ISSN 0899-8418

الاتاحة: https://vuir.vu.edu.au/37709/
https://rmets.onlinelibrary.wiley.com/doi/10.1002/joc.5508
https://doi.org/10.1002/joc.5508

المؤلفون: Dhanapala Arachchige, Sachindra, Ahmed, Khandakar, Rashid, MM, Shahid, S, Perera, B. J. C

مصطلحات موضوعية: 0401 Atmospheric Sciences, 0905 Civil Engineering, College of Science and Engineering, Institute for Sustainability and Innovation (ISI), downscaling models, genetic programming, artificial neural networks, ANNs, observed precipitation, reanalysis precipitation, downscaled precipitation, Victoria

Relation: https://vuir.vu.edu.au/37575/; Dhanapala Arachchige, Sachindra orcid:0000-0002-4022-0636 , Ahmed, Khandakar orcid:0000-0003-1043-2029 , Rashid, MM, Shahid, S and Perera, B. J. C (2018) Statistical downscaling of precipitation using machine learning techniques. Atmospheric Research, 212. 240 - 258. ISSN 0169-8095

الاتاحة: https://vuir.vu.edu.au/37575/
https://www.sciencedirect.com/science/article/pii/S0169809517310141
https://doi.org/10.1016/j.atmosres.2018.05.022

المؤلفون: Dhanapala Arachchige, Sachindra, Huang, Fuchun, Barton, Andrew, Perera, B. J. C

مصطلحات موضوعية: 0105 Mathematical Physics, 0401 Atmospheric Sciences, College of Science and Engineering, Institute for Sustainability and Innovation (ISI), spatio-temporal changes in precipitation pattern, Victoria, Australia, general circulation models

Relation: https://vuir.vu.edu.au/34665/; Dhanapala Arachchige, Sachindra orcid:0000-0002-4022-0636 , Huang, Fuchun, Barton, Andrew and Perera, B. J. C (2016) Statistical downscaling of general circulation model outputs to precipitation, evaporation and temperature using a key station approach. Journal of Water and Climate Change, 7 (4). 683 - 707. ISSN 2040-2244

الاتاحة: https://vuir.vu.edu.au/34665/
http://jwcc.iwaponline.com/content/7/4/683
https://doi.org/10.2166/wcc.2016.021

المؤلفون: Dhanapala Arachchige, Sachindra, Perera, B. J. C

مصطلحات موضوعية: 0905 Civil Engineering, 0907 Environmental Engineering, College of Science and Engineering, Institute for Sustainability and Innovation (ISI), downscaling models, general circulation models, climate change, water resources, hydroclimatic

Relation: https://vuir.vu.edu.au/34649/; Dhanapala Arachchige, Sachindra orcid:0000-0002-4022-0636 and Perera, B. J. C (2016) Annual statistical downscaling of precipitation and evaporation and monthly disaggregation. Theoretical and Applied Climatology. ISSN 0177-798X

الاتاحة: https://vuir.vu.edu.au/34649/
https://link.springer.com/article/10.1007/s00704-016-1968-6
https://doi.org/10.1007/s00704-016-1968-6

المؤلفون: Dhanapala Arachchige, Sachindra, Ng, A. W. M, Muthukumaran, Shobha, Perera, B. J. C

مصطلحات موضوعية: 0401 Atmospheric Sciences, 0405 Oceanography, 0502 Environmental Science and Management, College of Science and Engineering, Institute for Sustainability and Innovation (ISI), greenhouse gas, urban environment, climate change, urban heat island, UHI, Melbourne, Australia

Relation: https://vuir.vu.edu.au/30417/; Dhanapala Arachchige, Sachindra orcid:0000-0002-4022-0636 , Ng, A. W. M orcid:0000-0002-7698-9068 , Muthukumaran, Shobha orcid:0000-0002-2660-8060 and Perera, B. J. C (2016) Impact of climate change on urban heat island effect and extreme temperatures: A case-study. Quarterly Journal of the Royal Meteorological Society, 142 (694). 172 - 186. ISSN 0035-9009

الاتاحة: https://vuir.vu.edu.au/30417/
http://onlinelibrary.wiley.com/doi/10.1002/qj.2642/abstract
https://doi.org/10.1002/qj.2642

المؤلفون: Dhanapala Arachchige, Sachindra, Huang, Fuchun, Barton, Andrew, Perera, B. J. C

المساهمون: Daniell, Katherine A

مصطلحات موضوعية: 0905 Civil Engineering, 9004 Water and Waste Services, College of Science and Engineering, ResPubID26193, general circulation model, GCM, global climate, catchment level, downscaling model, statistical downscaling

Relation: https://vuir.vu.edu.au/22220/; Dhanapala Arachchige, Sachindra orcid:0000-0002-4022-0636 , Huang, Fuchun, Barton, Andrew and Perera, B. J. C (2012) Issues Associated with Statistical Downscaling of General Circulation Model Outputs: A Discussion. In: Proceedings of the 2nd Practical Responses to Climate Change Conference, ‘Water and Climate: Policy Implementation Challenges’, 1–3 May 2012, Canberra, Australia. Daniell, Katherine A, ed. Engineers Australia, Barton, A. C. T, pp. 98-105.

الاتاحة: https://vuir.vu.edu.au/22220/
http://search.informit.com.au/fullText;dn=890068012801046;res=IELENG

المؤلفون: Dhanapala Arachchige, Sachindra, Huang, Fuchun, Barton, Andrew, Perera, B. J. C

مصطلحات موضوعية: 0905 Civil Engineering, 9004 Water and Waste Services, College of Science and Engineering, ResPubID26190

Relation: https://vuir.vu.edu.au/22219/; Dhanapala Arachchige, Sachindra orcid:0000-0002-4022-0636 , Huang, Fuchun, Barton, Andrew and Perera, B. J. C (2012) Statistical Downscaling of General Circulation Model Outputs to Precipitation. In: Proceedings of the 34th Hydrology & Water Resources Symposium: 19-22 November 2012, Sydney, Australia. Engineers Australia, Barton, A.C.T, pp. 595-602.

الاتاحة: https://vuir.vu.edu.au/22219/

المؤلفون: Dhanapala Arachchige, Sachindra, Huang, Fuchun, Barton, Andrew, Perera, B. J. C

المساهمون: Chan, F, Marinova, D, Anderssen, RS

مصطلحات موضوعية: School of Engineering and Science, 0905 Civil Engineering, 9609 Land and Water Management, ResPubID23660, general circulation model, GCMs, statistical downscaling, support vector machine, SVM, streamflow

Relation: https://vuir.vu.edu.au/9614/; Dhanapala Arachchige, Sachindra orcid:0000-0002-4022-0636 , Huang, Fuchun, Barton, Andrew and Perera, B. J. C (2011) Statistical Downscaling of General Circulation Model Outputs to Catchment Streamflows. In: MODSIM2011, 19th International Congress on Modelling and Simulation. Chan, F, Marinova, D and Anderssen, RS, eds. Modelling and Simulation Society of Australia and New Zealand, Australia, pp. 2810-2816.

الاتاحة: https://vuir.vu.edu.au/9614/
http://www.mssanz.org.au/modsim2011/F6/sachindra.pdf

المؤلفون: Dhanapala Arachchige, Sachindra, Huang, Fuchun, Barton, Andrew, Perera, B. J. C

مصطلحات موضوعية: 0905 Civil Engineering, College of Science and Engineering, support vector machine, multi-linear regression, streamflow, general circulation models, greenhouse gas emission, GHG emission

Relation: https://vuir.vu.edu.au/25525/; Dhanapala Arachchige, Sachindra orcid:0000-0002-4022-0636 , Huang, Fuchun, Barton, Andrew and Perera, B. J. C (2014) Statistical downscaling of general circulation model outputs to catchment scale hydroclimatic variables: issues, challenges and possible solutions. Journal of Water and Climate Change, 5 (4). pp. 496-525. ISSN 2040-2244

الاتاحة: https://vuir.vu.edu.au/25525/
http://www.iwaponline.com/jwc/005/jwc0050496.htm
https://doi.org/10.2166/wcc.2014.056

المؤلفون: Dhanapala Arachchige, Sachindra, Huang, Fuchun, Barton, Andrew, Perera, B. J. C

مصطلحات موضوعية: 0905 Civil Engineering, College of Science and Engineering, statistical downscaling, precipitation, general circulation models, multi-model ensemble

وصف الملف: text

Relation: https://vuir.vu.edu.au/25524/; https://vuir.vu.edu.au/25524/1/Multi-model%20ensemble%20approach%20for%20statistically%20downscaling%20general%20circulation%20model%20outputs%20to%20precipitation.pdf; Dhanapala Arachchige, Sachindra orcid:0000-0002-4022-0636 , Huang, Fuchun, Barton, Andrew and Perera, B. J. C (2014) Multi-model ensemble approach for statistically downscaling general circulation model outputs to precipitation. Quarterly Journal of the Royal Meteorological Society, 140 (681). pp. 1161-1178. ISSN 1477-870X

الاتاحة: https://vuir.vu.edu.au/25524/
http://onlinelibrary.wiley.com/doi/10.1002/qj.2205/abstract
https://doi.org/10.1002/qj.2205
https://vuir.vu.edu.au/25524/1/Multi-model%20ensemble%20approach%20for%20statistically%20downscaling%20general%20circulation%20model%20outputs%20to%20precipitation.pdf