Works by Deo, Ravinesh

Results: 103

Hybrid CNN–GRU model for hourly flood forecasting index: case studies from the Fiji islands.

Published in:

Stochastic Environmental Research & Risk Assessment, 2025, v. 39, n. 5, p. 2203, doi. 10.1007/s00477-025-02964-8

By:

Chand, Ravinesh;
Deo, Ravinesh C.;
Ghimire, Sujan;
Nguyen-Huy, Thong;
Ali, Mumtaz

Publication type:

Article

Forecasting solar photosynthetic photon flux density under cloud cover effects: novel predictive model using convolutional neural network integrated with long short-term memory network.

Published in:

Stochastic Environmental Research & Risk Assessment, 2022, v. 36, n. 10, p. 3183, doi. 10.1007/s00477-022-02188-0

By:

Deo, Ravinesh C.;
Grant, Richard H.;
Webb, Ann;
Ghimire, Sujan;
Igoe, Damien P.;
Downs, Nathan J.;
Al-Musaylh, Mohanad S.;
Parisi, Alfio V.;
Soar, Jeffrey

Publication type:

Article

Hybrid deep learning method for a week-ahead evapotranspiration forecasting.

Published in:

Stochastic Environmental Research & Risk Assessment, 2022, v. 36, n. 3, p. 831, doi. 10.1007/s00477-021-02078-x

By:

Ahmed, A. A. Masrur;
Deo, Ravinesh C.;
Feng, Qi;
Ghahramani, Afshin;
Raj, Nawin;
Yin, Zhenliang;
Yang, Linshan

Publication type:

Article

LSTM integrated with Boruta-random forest optimiser for soil moisture estimation under RCP4.5 and RCP8.5 global warming scenarios.

Published in:

Stochastic Environmental Research & Risk Assessment, 2021, v. 35, n. 9, p. 1851, doi. 10.1007/s00477-021-01969-3

By:

Ahmed, A. A. Masrur;
Deo, Ravinesh C.;
Ghahramani, Afshin;
Raj, Nawin;
Feng, Qi;
Yin, Zhenliang;
Yang, Linshan

Publication type:

Article

Development of Flood Monitoring Index for daily flood risk evaluation: case studies in Fiji.

Published in:

Stochastic Environmental Research & Risk Assessment, 2021, v. 35, n. 7, p. 1387, doi. 10.1007/s00477-020-01899-6

By:

Moishin, Mohammed;
Deo, Ravinesh C.;
Prasad, Ramendra;
Raj, Nawin;
Abdulla, Shahab

Publication type:

Article

Developing reservoir evaporation predictive model for successful dam management.

Published in:

Stochastic Environmental Research & Risk Assessment, 2021, v. 35, n. 2, p. 499, doi. 10.1007/s00477-020-01918-6

By:

Allawi, Mohammed Falah;
Ahmed, Mohammed Lateef;
Aidan, Ibraheem Abdallah;
Deo, Ravinesh C.;
El-Shafie, Ahmed

Publication type:

Article

Copula statistical models for analyzing stochastic dependencies of systemic drought risk and potential adaptation strategies.

Published in:

Stochastic Environmental Research & Risk Assessment, 2019, v. 33, n. 3, p. 779, doi. 10.1007/s00477-019-01662-6

By:

Deo, Ravinesh C.;
Khan, Shahjahan;
Nguyen-Huy, Thong;
Mushtaq, Shahbaz;
Kath, Jarrod

Publication type:

Article

Design and implementation of a hybrid MLP-GSA model with multi-layer perceptron-gravitational search algorithm for monthly lake water level forecasting.

Published in:

Stochastic Environmental Research & Risk Assessment, 2019, v. 33, n. 1, p. 125, doi. 10.1007/s00477-018-1630-1

By:

Ghorbani, Mohammad Ali;
Deo, Ravinesh C.;
Karimi, Vahid;
Kashani, Mahsa H.;
Ghorbani, Shahryar

Publication type:

Article

Design and evaluation of SVR, MARS and M5Tree models for 1, 2 and 3-day lead time forecasting of river flow data in a semiarid mountainous catchment.

Published in:

Stochastic Environmental Research & Risk Assessment, 2018, v. 32, n. 9, p. 2457, doi. 10.1007/s00477-018-1585-2

By:

Yin, Zhenliang;
Feng, Qi;
Wen, Xiaohu;
Yang, Linshan;
Si, Jianhua;
He, Zhibin;
Deo, Ravinesh C.

Publication type:

Article

Implementation of a hybrid MLP-FFA model for water level prediction of Lake Egirdir, Turkey.

Published in:

Stochastic Environmental Research & Risk Assessment, 2018, v. 32, n. 6, p. 1683, doi. 10.1007/s00477-017-1474-0

By:

Karimi, Vahid;
Ghorbani, Mohammad Ali;
Deo, Ravinesh C.;
Yaseen, Zaher Mundher;
Terzi, Ozlem

Publication type:

Article

Forecasting effective drought index using a wavelet extreme learning machine (W-ELM) model.

Published in:

Stochastic Environmental Research & Risk Assessment, 2017, v. 31, n. 5, p. 1211, doi. 10.1007/s00477-016-1265-z

By:

Deo, Ravinesh;
Tiwari, Mukesh;
Adamowski, Jan;
Quilty, John M.

Publication type:

Article

Estimation of monthly evaporative loss using relevance vector machine, extreme learning machine and multivariate adaptive regression spline models.

Published in:

Stochastic Environmental Research & Risk Assessment, 2016, v. 30, n. 6, p. 1769, doi. 10.1007/s00477-015-1153-y

By:

Deo, Ravinesh;
Samui, Pijush;
Kim, Dookie

Publication type:

Article

Generating High Spatial and Temporal Surface Albedo with Multispectral-Wavemix and Temporal-Shift Heatmaps.

Published in:

Remote Sensing, 2025, v. 17, n. 3, p. 461, doi. 10.3390/rs17030461

By:

Karalasingham, Sagthitharan;
Deo, Ravinesh C.;
Raj, Nawin;
Casillas-Perez, David;
Salcedo-Sanz, Sancho

Publication type:

Article

Kernel Ridge Regression Hybrid Method for Wheat Yield Prediction with Satellite-Derived Predictors.

Published in:

Remote Sensing, 2022, v. 14, n. 5, p. N.PAG, doi. 10.3390/rs14051136

By:

Ahmed, A. A. Masrur;
Sharma, Ekta;
Jui, S. Janifer Jabin;
Deo, Ravinesh C.;
Nguyen-Huy, Thong;
Ali, Mumtaz

Publication type:

Article

Deep Learning Forecasts of Soil Moisture: Convolutional Neural Network and Gated Recurrent Unit Models Coupled with Satellite-Derived MODIS, Observations and Synoptic-Scale Climate Index Data.

Published in:

Remote Sensing, 2021, v. 13, n. 4, p. 554, doi. 10.3390/rs13040554

By:

Ahmed, A. A. Masrur;
Deo, Ravinesh C;
Raj, Nawin;
Ghahramani, Afshin;
Feng, Qi;
Yin, Zhenliang;
Yang, Linshan;
Rodriguez-Fernandez, Nemesio

Publication type:

Article

Total rain accumulation and rain‐rate analysis for small tropical Pacific islands: a case study of Suva, Fiji.

Published in:

Atmospheric Science Letters (John Wiley & Sons, Inc. ), 2006, v. 7, n. 3, p. 53, doi. 10.1002/asl.131

By:

Vickal V. Kumar;
Ravinesh C. Deo;
Visagaperuman Ramachandran

Publication type:

Article

Experimental Study on the Rainfall-Runoff Responses of Typical Urban Surfaces and Two Green Infrastructures Using Scale-Based Models.

Published in:

Environmental Management, 2020, v. 66, n. 4, p. 683, doi. 10.1007/s00267-020-01339-9

By:

Liu, Wen;
Feng, Qi;
Deo, Ravinesh C.;
Yao, Lei;
Wei, Wei

Publication type:

Article

A Comparative Study of Temperature and Precipitation-Based Aridity Indices and Their Trends in Mongolia.

Published in:

International Journal of Environmental Research, 2018, v. 12, n. 6, p. 887, doi. 10.1007/s41742-018-0143-6

By:

Nyamtseren, Mandakh;
Feng, Qi;
Deo, Ravinesh

Publication type:

Article

Ampelomyces mycoparasites of powdery mildews – a review.

Published in:

Canadian Journal of Plant Pathology, 2023, v. 45, n. 4, p. 391, doi. 10.1080/07060661.2023.2206378

By:

Prahl, Rosa E.;
Khan, Shahjahan;
Deo, Ravinesh C.

Publication type:

Article

Development and evaluation of the cascade correlation neural network and the random forest models for river stage and river flow prediction in Australia.

Published in:

Soft Computing - A Fusion of Foundations, Methodologies & Applications, 2020, v. 24, n. 16, p. 12079, doi. 10.1007/s00500-019-04648-2

By:

Ghorbani, Mohammad Ali;
Deo, Ravinesh C.;
Kim, Sungwon;
Hasanpour Kashani, Mahsa;
Karimi, Vahid;
Izadkhah, Maryam

Publication type:

Article

The Application of Quantum Pre-processing Filter for Binary Image Classification with Small Samples.

Published in:

Journal of Data Science & Intelligent Systems (JDSIS), 2025, v. 3, n. 2, p. 109, doi. 10.47852/bonviewJDSIS42024229

By:

Riaz, Farina;
Abdulla, Shahab;
Suzuki, Hajime;
Ganguly, Srinjoy;
Deo, Ravinesh C.;
Hopkins, Susan

Publication type:

Article

Mapping heatwave vulnerability in Korea.

Published in:

Natural Hazards, 2017, v. 89, n. 1, p. 35, doi. 10.1007/s11069-017-2951-y

By:

Kim, Do-Woo;
Deo, Ravinesh;
Lee, Jong-Seol;
Yeom, Jong-Min

Publication type:

Article

Projection of heat wave mortality related to climate change in Korea.

Published in:

Natural Hazards, 2016, v. 80, n. 1, p. 623, doi. 10.1007/s11069-015-1987-0

By:

Kim, Do-Woo;
Deo, Ravinesh;
Chung, Jea-Hak;
Lee, Jong-Seol

Publication type:

Article

Projected spatial patterns in precipitation and air temperature for China's northwest region derived from high‐resolution regional climate models.

Published in:

International Journal of Climatology, 2020, v. 40, n. 8, p. 3922, doi. 10.1002/joc.6435

By:

Yin, Zhenliang;
Feng, Qi;
Yang, Linshan;
Deo, Ravinesh C.;
Adamowski, Jan F.;
Wen, Xiaohu;
Jia, Bing;
Si, Jianhua

Publication type:

Article

Long‐term modelling of wind speeds using six different heuristic artificial intelligence approaches.

Published in:

International Journal of Climatology, 2019, v. 39, n. 8, p. 3543, doi. 10.1002/joc.6037

By:

Maroufpoor, Saman;
Sanikhani, Hadi;
Kisi, Ozgur;
Deo, Ravinesh C.;
Yaseen, Zaher Mundher

Publication type:

Article

Artificial intelligence models for suspended river sediment prediction: state-of-the art, modeling framework appraisal, and proposed future research directions.

Published in:

Engineering Applications of Computational Fluid Mechanics, 2021, v. 15, n. 1, p. 1585, doi. 10.1080/19942060.2021.1984992

By:

Tao, Hai;
Al-Khafaji, Zainab S.;
Qi, Chongchong;
Zounemat-Kermani, Mohammad;
Kisi, Ozgur;
Tiyasha, Tiyasha;
Chau, Kwok-Wing;
Nourani, Vahid;
Melesse, Assefa M.;
Elhakeem, Mohamed;
Farooque, Aitazaz Ahsan;
Pouyan Nejadhashemi, A.;
Khedher, Khaled Mohamed;
Alawi, Omer A.;
Deo, Ravinesh C.;
Shahid, Shamsuddin;
Singh, Vijay P.;
Yaseen, Zaher Mundher

Publication type:

Article

Computational intelligence approach for modeling hydrogen production: a review.

Published in:

Engineering Applications of Computational Fluid Mechanics, 2018, v. 12, n. 1, p. 438, doi. 10.1080/19942060.2018.1452296

By:

Faizollahzadeh Ardabili, Sina;
Najafi, Bahman;
Shamshirband, Shahaboddin;
Minaei Bidgoli, Behrouz;
Deo, Ravinesh Chand;
Chau, Kwok-wing

Publication type:

Article

Introductory Engineering Mathematics Students' Weighted Score Predictions Utilising a Novel Multivariate Adaptive Regression Spline Model.

Published in:

Sustainability (2071-1050), 2022, v. 14, n. 17, p. 11070, doi. 10.3390/su141711070

By:

Ahmed, Abul Abrar Masrur;
Deo, Ravinesh C.;
Ghimire, Sujan;
Downs, Nathan J.;
Devi, Aruna;
Barua, Prabal D.;
Yaseen, Zaher M.

Publication type:

Article

Trend Analysis of Water Poverty Index for Assessment of Water Stress and Water Management Polices: A Case Study in the Hexi Corridor, China.

Published in:

Sustainability (2071-1050), 2017, v. 9, n. 5, p. 756, doi. 10.3390/su9050756

By:

Shan Huang;
Qi Feng;
Zhixiang Lu;
Xiaohu Wen;
Deo, Ravinesh C.

Publication type:

Article

Synthetic retrieval of hourly net ecosystem exchange using the neural network model with combined MI and GOCI geostationary sensor datasets and ground-based measurements.

Published in:

International Journal of Remote Sensing, 2017, v. 38, n. 23, p. 7441, doi. 10.1080/01431161.2017.1375573

By:

Yeom, Jong-Min;
Deo, Ravinesh;
Chun, Junghwa;
Hong, Jinkyu;
Kim, Dong-Su;
Han, Kyung-Soo;
Cho, Jaeil

Publication type:

Article

The mitigating effect of street trees, urban flora, and the suburban environment on seasonal peak UV indices: A case study from Brisbane, Australia.

Published in:

Photochemistry & Photobiology, 2025, v. 101, n. 1, p. 251, doi. 10.1111/php.13988

By:

Downs, Nathan James;
Amar, Abdurazaq;
Dearnaley, John;
Butler, Harry;
Dekeyser, Stijn;
Igoe, Damien;
Parisi, Alfio V.;
Raj, Nawin;
Deo, Ravinesh;
Turner, Joanna

Publication type:

Article

The Playground Shade Index: A New Design Metric for Measuring Shade and Seasonal Ultraviolet Protection Characteristics of Parks and Playgrounds.

Published in:

Photochemistry & Photobiology, 2023, v. 99, n. 4, p. 1193, doi. 10.1111/php.13745

By:

Downs, Nathan;
Raj, Nawin;
Vanos, Jennifer;
Parisi, Alfio V.;
Butler, Harry;
Deo, Ravinesh;
Igoe, Damien;
Dexter, Benjamin;
Beckman‐Downs, Melanie;
Turner, Joanna;
Dekeyser, Stijn

Publication type:

Article

Soil organic carbon in semiarid alpine regions: the spatial distribution, stock estimation, and environmental controls.

Published in:

Journal of Soils & Sediments: Protection, Risk Assessment, & Remediation, 2019, v. 19, n. 10, p. 3427, doi. 10.1007/s11368-019-02295-6

By:

Zhu, Meng;
Feng, Qi;
Zhang, Mengxu;
Liu, Wei;
Deo, Ravinesh C.;
Zhang, Chengqi;
Yang, Linshan

Publication type:

Article

Effects of topography on soil organic carbon stocks in grasslands of a semiarid alpine region, northwestern China.

Published in:

Journal of Soils & Sediments: Protection, Risk Assessment, & Remediation, 2019, v. 19, n. 4, p. 1640, doi. 10.1007/s11368-018-2203-0

By:

Zhu, Meng;
Feng, Qi;
Zhang, Mengxu;
Liu, Wei;
Qin, Yanyan;
Deo, Ravinesh C.;
Zhang, Chengqi

Publication type:

Article

Assessment of soil salinisation in the Ejina Oasis located in the lower reaches of Heihe River, Northwestern China.

Published in:

Chemistry & Ecology, 2019, v. 35, n. 4, p. 330, doi. 10.1080/02757540.2018.1554060

By:

Zhao, Yu;
Feng, Qi;
Lu, Aigang;
Deo, Ravinesh C.

Publication type:

Article

Association between plant species diversity and edaphic factors in the lower reaches of the Heihe River, northwestern China.

Published in:

Chemistry & Ecology, 2017, v. 33, n. 3, p. 181, doi. 10.1080/02757540.2017.1287904

By:

Zhao, Yu;
Feng, Qi;
Xi, Haiyang;
Li, Huiya;
Yang, Huaide;
Deo, Ravinesh C.

Publication type:

Article

Effects of stand age on carbon storage in dragon spruce forest ecosystems in the upper reaches of the Bailongjiang River basin, China.

Published in:

Scientific Reports, 2019, v. 9, n. 1, p. 1, doi. 10.1038/s41598-019-39626-z

By:

Cao, Jianjun;
Gong, Yifan;
Adamowski, Jan F.;
Deo, Ravinesh C.;
Zhu, Guofeng;
Dong, Xiaogang;
Zhang, Xiaofang;
Liu, Haibo;
Xin, Cunlin

Publication type:

Article

A Comprehensive Review of UAV-UGV Collaboration: Advancements and Challenges.

Published in:

Journal of Sensor & Actuator Networks, 2024, v. 13, n. 6, p. 81, doi. 10.3390/jsan13060081

By:

Munasinghe, Isuru;
Perera, Asanka;
Deo, Ravinesh C.

Publication type:

Article

An ensemble tree-based machine learning model for predicting the uniaxial compressive strength of travertine rocks.

Published in:

Neural Computing & Applications, 2020, v. 32, n. 13, p. 9065, doi. 10.1007/s00521-019-04418-z

By:

Barzegar, Rahim;
Sattarpour, Masoud;
Deo, Ravinesh;
Fijani, Elham;
Adamowski, Jan

Publication type:

Article

Identifying separate impacts of climate and land use/cover change on hydrological processes in upper stream of Heihe River, Northwest China.

Published in:

Hydrological Processes, 2017, v. 31, n. 5, p. 1100, doi. 10.1002/hyp.11098

By:

Yang, Linshan;
Feng, Qi;
Yin, Zhenliang;
Wen, Xiaohu;
Si, Jianhua;
Li, Changbin;
Deo, Ravinesh C.

Publication type:

Article

Monitoring paddy productivity in North Korea employing geostationary satellite images integrated with GRAMI-rice model.

Published in:

Scientific Reports, 2018, v. 8, n. 1, p. 1, doi. 10.1038/s41598-018-34550-0

By:

Yeom, Jong-min;
Jeong, Seungtaek;
Jeong, Gwanyong;
Ng, Chi Tim;
Deo, Ravinesh C.;
Ko, Jonghan

Publication type:

Article

Forecasting River Water Temperature Using Explainable Artificial Intelligence and Hybrid Machine Learning: Case Studies in Menindee Region in Australia.

Published in:

Water (20734441), 2024, v. 16, n. 24, p. 3720, doi. 10.3390/w16243720

By:

Briceno Medina, Leyde;
Joehnk, Klaus;
Deo, Ravinesh C.;
Ali, Mumtaz;
Prasad, Salvin S.;
Downs, Nathan

Publication type:

Article

Forecasting Multi-Step Soil Moisture with Three-Phase Hybrid Wavelet-Least Absolute Shrinkage Selection Operator-Long Short-Term Memory Network (moDWT-Lasso-LSTM) Model.

Published in:

Water (20734441), 2024, v. 16, n. 21, p. 3133, doi. 10.3390/w16213133

By:

Jayasinghe, W. J. M. Lakmini Prarthana;
Deo, Ravinesh C.;
Raj, Nawin;
Ghimire, Sujan;
Yaseen, Zaher Mundher;
Nguyen-Huy, Thong;
Ghahramani, Afshin

Publication type:

Article

Copula-Probabilistic Flood Risk Analysis with an Hourly Flood Monitoring Index.

Published in:

Water (20734441), 2024, v. 16, n. 11, p. 1560, doi. 10.3390/w16111560

By:

Chand, Ravinesh;
Nguyen-Huy, Thong;
Deo, Ravinesh C.;
Ghimire, Sujan;
Ali, Mumtaz;
Ghahramani, Afshin

Publication type:

Article

Correcting Satellite Precipitation Data and Assimilating Satellite-Derived Soil Moisture Data to Generate Ensemble Hydrological Forecasts within the HBV Rainfall-Runoff Model.

Published in:

Water (20734441), 2019, v. 11, n. 10, p. 2138, doi. 10.3390/w11102138

By:

Ciupak, Maurycy;
Ozga-Zielinski, Bogdan;
Adamowski, Jan;
Deo, Ravinesh C;
Kochanek, Krzysztof

Publication type:

Article

Effects of Afforestation on Soil Bulk Density and pH in the Loess Plateau, China.

Published in:

Water (20734441), 2018, v. 10, n. 12, p. 1710, doi. 10.3390/w10121710

By:

Zhang, Xiaofang;
Xu, Xueyun;
Zhu, Guofeng;
Cao, Jianjun;
Adamowski, Jan F;
Deo, Ravinesh C

Publication type:

Article

Future Projection with an Extreme-Learning Machine and Support Vector Regression of Reference Evapotranspiration in a Mountainous Inland Watershed in North-West China.

Published in:

Water (20734441), 2017, v. 9, n. 11, p. 880, doi. 10.3390/w9110880

By:

Zhenliang Yin;
Qi Feng;
Linshan Yang;
Deo, Ravinesh C.;
Xiaohu Wen;
Jianhua Si;
Shengchun Xiao

Publication type:

Article

The Spatial and Temporal Contribution of Glacier Runoff to Watershed Discharge in the Yarkant River Basin, Northwest China.

Published in:

Water (20734441), 2017, v. 9, n. 3, p. 159, doi. 10.3390/w9030159

By:

Zhenliang Yin;
Qi Feng;
Shiyin Liu;
Songbing Zou;
Jing Li;
Linshan Yang;
Deo, Ravinesh C.

Publication type:

Article

Separation of the Climatic and Land Cover Impacts on the Flow Regime Changes in Two Watersheds of Northeastern Tibetan Plateau.

Published in:

Advances in Meteorology, 2017, p. 1, doi. 10.1155/2017/6310401

By:

Yang, Linshan;
Feng, Qi;
Yin, Zhenliang;
Deo, Ravinesh C.;
Wen, Xiaohu;
Si, Jianhua;
Li, Changbin

Publication type:

Article

An Eigenvalues-Based Covariance Matrix Bootstrap Model Integrated With Support Vector Machines for Multichannel EEG Signals Analysis.

Published in:

Frontiers in Neuroinformatics, 2022, v. 15, p. 1, doi. 10.3389/fninf.2021.808339

By:

Al-Hadeethi, Hanan;
Abdulla, Shahab;
Diykh, Mohammed;
Deo, Ravinesh C.;
Green, Jonathan H.

Publication type:

Article