Textbooks

1) Dubey, S., and Goyal, Manish Kumar (2020). Glacial Lake Outburst Flood (GLOF) Hazard, Downstream Impact, and Risk over the Indian Himalayas. Water Resources Research, 56, e2019WR026533. Impact Factor: 4.14

2) Sinha, J., Das, J., Jha, S. and Goyal Manish Kumar (2020). Analysing model disparity in diagnosing the climatic and human stresses on runoff variability over India. Journal of Hydrology, 581, p.124407. Impact Factor: 4.405

3) Das, J., Jha, S. and Goyal Manish Kumar (2020). Non-stationary and copula-based approach to assess the drought characteristics encompassing climate indices over the Himalayan states in India. Journal of Hydrology, 580, p.124356. Impact Factor: 4.405

4) Sharma, A. and Goyal Manish Kumar (2020). Assessment of the changes in precipitation and temperature in Teesta River basin in Indian Himalayan Region under climate change. Atmospheric Research, 231, p.104670. Impact Factor: 4.114

5) Das, J., Jha, S. and Goyal, Goyal Manish Kumar (2020). On the relationship of climatic and monsoon teleconnections with monthly precipitation over meteorologically homogenous regions in India: Wavelet & global coherence approaches. Atmospheric Research, p.104889. Impact Factor: 4.114

6) Jha, S., Das, J. and Goyal Manish Kumar (2019). Assessment of Risk and Resilience of terrestrial ecosystem Productivity under the Influence of extreme climatic conditions over india. Scientific reports, 9(1), pp.1-12. Impact Factor: 4.525

7) Jhilam Sinha Srinidhi Jha and Goyal Manish Kumar (2019). Influences of watershed characteristics on long-term annual and intra-annual water balances over India. Journal of hydrology, Vol.577, 123970. Impact Factor: 4.405

8) Jha, S., Das, J., Sharma, A., Hazra, B., & and Goyal Manish Kumar (2019). Probabilistic evaluation of vegetation drought likelihood and its implications to resilience across India. Global and Planetary Change, 176, 23-35. Impact Factor: 4.100

9) Azhoni, A., and Goyal Manish Kumar (2018). Diagnosing climate change impacts and identifying adaptation strategies by involving key stakeholder organisations and farmers in Sikkim, India: Challenges and opportunities. Science of the Total Environment, 626, 468-477. Impact Factor: 5.589

10) Sinha, J., Sharma, A., Khan, M., and Goyal Manish Kumar (2018). Assessment of the impacts of climatic variability and anthropogenic stress on hydrologic resilience to warming shifts in Peninsular India. Scientific reports, 8(1), 13833. Impact Factor: 4.525

11) Sharma, A., and Goyal Manish Kumar (2018). District-level assessment of the ecohydrological resilience to hydroclimatic disturbances and its controlling factors in India. Journal of hydrology, 564, 1048-1057. Impact Factor: 4.405

12) Goswami, U. P., Hazra, B., and Goyal Manish Kumar (2018). Copula-based probabilistic characterization of precipitation extremes over North Sikkim Himalaya. Atmospheric research, 212, 273-284. Impact Factor: 4.114

13) Goswami, U. P., Bhargav, K., Hazra, B., and Goyal Manish Kumar (2018). Spatiotemporal and joint probability behavior of temperature extremes over the Himalayan region under changing climate. Theoretical and applied climatology, 134(1-2), 477-498. Impact factor: 2.720

14) Sharma A and Goyal Manish Kumar (2017), Assessment of ecosystem resilience to hydroclimatic disturbances in India, Global Change Biology, Wiley, doi: 10.1111/gcb.13874, Impact factor: 8.997

15) Shivam, Goyal Manish Kumar, and Sarma A K (2017), Index-based study of future precipitation changes over Subansiri river catchment under changing climate, Journal of Environmental Informatics, doi:10.3808/jei.201700376 , Impact factor: 4.521

16) Goyal Manish Kumar, K Katsifarakis, A Sharma (2017), Prediction of flow rate of Karstic springs using Support Vector Machines, Hydrological Sciences Journal, Taylor and Francis, 62:13, 2175-2186, Impact factor: 2.180

17) Singh V, Goyal Manish Kumar (2017), Spatio-temporal heterogeneity and changes in extreme precipitation over eastern Himalayan catchments India, Stochastic Environmental Research and Risk Assessment, Springer, doi:10.1007/s00477-016-1350-3, Impact factor: 2.807

18) Singh V, Goyal Manish Kumar (2017), Curve number modifications and parameterization sensitivity analysis for reducing model uncertainty in simulated and projected streamflows in a Himalayan catchment, Ecological Engineering. 108:17–29, Impact factor: 3.406

19) Shivam, Goyal Manish Kumar, Sarma A K (2017), Analysis of the change in temperature trends in Subansiri River basin for RCP scenarios using CMIP5 datasets, Theoretical and Applied Climatology, Springer, 129(3), 1175-1187, Impact factor: 2.720

20) Singh V, Goyal Manish Kumar (2016), Analysis and trends of precipitation lapse rate and extreme indices over north Sikkim eastern Himalayas under CMIP5ESM2-M RCPs experiments, Atmospheric Research, Elsevier, 167(1):34-60, Impact factor: 4.114

21) Apurv T., Mehrotra R., Sharma A., Goyal Manish Kumar, Dutta S.(2015), “Impact of Climate Change on Floods in the Brahmaputra basin using CMIP5 Decadal Predictions”, Journal of Hydrology, Elsevier, 527:281–291, Impact factor: 4.405

22) Goyal Manish Kumar, Singh V and Meena H A. (2015) “Geospatial and hydrological modeling to assess hydropower potential zones and site location over rainfall dependent Inland catchment” Water Resources Management, Springer, June 2015, Volume 29, Issue 8, pp 2875-2894, Impact factor: 2.987

23) Goyal Manish Kumar and Gupta V (2014), Identification of homogeneous rainfall regimes in Northeast region of India using fuzzy cluster analysis, Water Resources Management. Springer, 28(13):4491-4511, Impact factor: 2.987

24) Goyal Manish Kumar (2014), “Monthly Rainfall Prediction Using Wavelet Regression and Neural Network: An Analysis of 1901-2002 data, Assam, India”, Theoretical and Applied Climatology, Springer, 118:25–34, Impact factor: 2.720

25) Goyal Manish Kumar, Bharti B., Quilty J., Adamowski J., Pandey A. (2014), Modeling of Daily Pan Evaporation in Sub Tropical Climates using ANN, LS-SVR, Fuzzy Logic, and ANFIS, Expert Systems With Applications, Elsevier, Volume 41, Issue 11, September 2014, Pages 5267–5276, Impact factor: 4.292

26) Goyal, Manish Kumar (2014), Modeling of Sediment Yield Prediction using M5 Model Tree Algorithm and Wavelet Regression. Water Resources Management. 28:1991–2003 Springer, May 2014 DOI: 10.1007/s11269-014-0590-6, Impact factor: 2.987

27) Goyal, Manish Kumar (2014), Statistical analysis of long term trends of rainfall during 1901-2002 at Assam, India. Water Resources Management. Springer, 28:1501–1515, April 2014 DOI: 10.1007/s11269-014-0529-y, Impact factor: 2.987

28) Seshan H, Goyal Manish Kumar, Falk Michael W, W Stefan (2014). Support Vector Regression Model of Wastewater Bioreactor Performance Using Microbial Community Diversity Indices: Effect of Stress and Bioaugmentation. Water Research, Elsevier. Volume 53, 15 April 2014, Pages 282–296, Impact factor: 7.913

29) Dongqing Z, Richard M. Gersberg, Tao Hua, Junfei Z, Goyal Manish Kumar, Wun Jern Ng, Soon Keat Tan (2013), “Fate of pharmaceutical compounds in wetland mesocosms planted with Scirpus validus” Environment Pollution, Elsevier Ltd, 181: 98–106, Impact factor: 5.714

30) Senthil kumar A.R., Goyal Manish Kumar, Ojha C.S.P., Singh R. D. Swamee P. K. and Nema R.K.(2013), Application of ANN, Fuzzy Logic and Decision Tree Algorithms for the Development of Reservoir Operating Rules, Water Resources Management, Springer Netherlands vol. 27, Issue 3 , Page 911-925, Impact factor: 2.987

31) Chua Lloyd H C, Tan Stephen B K, Sim C H, Goyal Manish Kumar (2012), Treatment of Baseflow from an Urban Catchment by a Floating Wetland System, J. of Ecological Engineering, Elsevier Ltd., Vol 49, Pages 170–180, Impact factor: 3.406

32) Hong Jian-Hao, Goyal Manish Kumar, Chiew Yee-Meng, and Chua Lloyd H C (2012), “Predicting time dependent pier scour depth with support vector regression”, Journal of Hydrology, Elsevier Ltd. Vol 468–469, Pages 241–248 , Impact factor: 4.405

33) Ajmera T. K. and Goyal Manish Kumar (2012), “Development of Stage Discharge Rating Curve Using Model Tree and Neural Networks: An Application to Peachtree Creek in Atlanta” Expert Systems With Applications, Elsevier 39(5):5702–5710, Impact factor: 4.292

34) Goyal Manish Kumar, Burn Donald H. and Ojha C.S.P. (2012), “Evaluation of Machine Learning Tools as a Statistical Downscaling Tool: Temperatures Projections for Multi-Stations for Thames River Basin, Canada” Theoretical and Applied Climatology Springer Netherlands, Volume 108, Issue 3-4, pp 519-534 , Impact factor: 2.720

35) Goyal Manish Kumar and Ojha C. S. P.(2012)“ Downscaling of Surface Temperature for Lake Catchment in Arid Region in India using Linear Multiple Regression and Neural Networks” International Journal of Climatology, Online ISSN: 1097-0088 Wiley InterScience on behalf of Royal Meteorological Society (RMetS), Volume 32, Issue 4, pages 552–566, Impact factor: 3.76

36) Goyal Manish Kumar and Ojha C. S. P.(2011), “Estimation of Scour Downstream of a Ski—Jump Bucket Using Support Vector and M5 Model Tree”, Water Resources Management, Springer Netherlands, 25(9):2177-2195, Impact factor: 2.987

37) Goyal Manish Kumar and Ojha C. S. P.(2011), “PLS regression based Pan evaporation and Minimum-Maximum Temperature projections for an arid lake basin in India” Theoretical and Applied Climatology, Springer Netherlands, 105(3-4):403-415, Impact factor: 2.720

38) Goyal Manish Kumar and Ojha C. S. P.(2011), “Evaluation of Linear Regression Methods As Downscaling Tool in Temperature Projections Over Pichola lake Basin in India” Hydrological Processes, Wiley InterScience, Volume 25, Issue 9, pages 1453–1465, 30 April 2011, Impact factor: 2.768

1. Hinge, G., Surampalli, R. Y., and Goyal, Manish Kumar (2019). Effects of Land Use and Soil Management on Soil Quality in India’s Northeastern Himalayas. Journal of Environmental Engineering, 145(4), 04019007.

2. Goyal Manish Kumar and Rao Y Surampalli (2018), The Impact of climate change on water resources in India, ASCE's Journal of Environmental Engineering (accepted)

3. Gilbert Hinge, Rao Y Surampalli, Goyal Manish Kumar (2018), Regional Carbon Fluxes from land-use conversion and land use management in Northeast India. ASCE- Journal of Hazardous, Toxic, and Radioactive Waste,22(4), 04018016.

4. Chandrra Sekar, Gurjar B R, Ojha C S P, Goyal Manish Kumar (2017), Closure to “Potential Assessment of Neural Network and Decision Tree Algorithms for Forecasting Ambient PM 2.5 and CO Concentrations: Case Study” by Chandrra Sekar, BR Gurjar, CSP Ojha, and Manish Kumar Goyal, ASCE- Journal of Hazardous, Toxic, and Radioactive Waste, Volume 21, Issue 4, page: 07017002-1, October 2017

5. Chandrra Sekar; Gurjar B.R., Ojha CSP, Goyal Manish Kumar (2016), “Modeling and prediction of hourly ambient Ozone (O₃) and Oxides of Nitrogen (NOx) concentrations using artificial neural network and decision tree algorithms for an urban intersection in India”, ASCE's Journal of Hazardous, Toxic, and Radioactive Waste, Vol: 20, Issue:4, A4015001-1:13, DOI: 10.1061/(ASCE)HZ.2153-5515.0000270

6. Chandrra Sekar, Gurjar BR, Ojha CSP, Goyal Manish Kumar (2016), “Potential Assessment of Neural Network and Decision Tree Algorithms for Forecasting Ambient PM2.5 and CO Concentrations: A Case Study”, ASCE's Journal of Hazardous, Toxic, and Radioactive Waste, Vol: 20, Issue: 4, A5015001-1:9, DOI- 10.1061/(ASCE)HZ.2153-5515.0000276, A5015001.

7. Singh V, Goyal Manish Kumar, Xuefeng Chu (2015), “A Multi-criteria Evaluation Approach for Assessing Parametric Uncertainty during Extreme Peak and Low Flow Conditions over Snow Glaciated and Inland Catchments” ASCE-Journal of Hydrologic Engg, Vol 21 Issue 1, 04015044:1-17 DOI: 10.1061/(ASCE)HE.1943-5584.0001217

8. Goyal Manish Kumar, Madramootoo C.A., Richards J. (2015), “Simulation of the streamflow for the Rio Nuevo watershed of Jamaica for use in agriculture water scarcity planning”, ASCE-Journal of Irrigation and Drainage Engineering, Volume 141, Issue 3 (March 2015), 04014056-1-9

9. Goyal Manish Kumar and Singh V. (2014), Discussion of SWAT-Based Evapotranspirative Water Conservation Analysis Performed on Irrigated Croplands to Determine Potential Regional Water Savings, ASCE- Journal of Irrigation and Drainage Engineering. Volume 140, Issue 4 (April 2014). 10.1061/(ASCE)IR.1943-4774.0000684

10. Singh A. K. , Madramootoo C. A., Goyal Manish Kumar, and Smith D. L. (2014), “Corn yield simulation using the STICS model under varying nitrogen management and climate change scenarios” ASCE-Journal of Irrigation and Drainage Engineering volume 140, Issue 4 (April 2014) DOI: 10.1061/(ASCE)IR.1943-4774.0000682, Page number: 04013023-1-7

11. Goyal Manish Kumar, Ojha C.S.P. (2014), “Evaluation of Rule and Decision Tree Induction Algorithms for Generating Climate Change Scenarios for Temperature and Pan Evaporation on a Lake Basin” ASCE-Journal of Hydrologic Engg (April 2014) Vol.19(4): 828–835. http://dx.doi.org/10.1061/(ASCE)HE.1943-5584.0000795

12. Richards J., Madramootoo C.A., Goyal Manish Kumar and Trotman Adrian (2013) ^“Application of the SPI and NDVI for evaluating irrigation demands in Jamaica^” ASCE-Journal of Irrigation and Drainage Engineering, 39(11), 922–932. November 2013

13. Goyal Manish Kumar, Burn Donald H. and Ojha C.S.P. (2013), “Precipitation Simulation based on k-Nearest Neighbour Approach using Gamma Kernel” ASCE-Journal of Hydrologic Engg., Vol.18(5), 481–487.

14. Goyal Manish Kumar and Burn Donald H.(2012), Discussion of "Comparison of Multivariate Regression and Artificial Neural Networks for Peak Urban Water-Demand Forecasting: Evaluation of Different ANN Learning Algorithms" by Jan Adamowski and Christina Karapataki, ASCE's Journal of Hydrologic Engineering. Vol. 15, No. 10, pp. 729–743

15. Goyal Manish Kumar, Ojha C.S.P. and Burn Donald H. (2012), “Nonparametric Statistical Downscaling of Temperature, Precipitation and Evaporation for Semi-Arid Region in India”, ASCE-Journal of Hydrologic Engg., Vol. 17, No. 5,pp 615-627, May 2012

16. Senthil kumar A.R., Ojha C.S.P.,Goyal Manish Kumar, Singh R. D. Swamee P. K. (2012), “Modelling of Suspended Sediment Concentration at Kasol in India using ANN, Fuzzy Logic and Decision Tree Algorithms”, ASCE's Journal of Hydrologic Engineering. Vol.17(3):394-404

Book Chpaters

1. Jew Das, Manish Kumar Goyal,Current Trends and Projections of Water Resources Under Climate Change in Ganga River Basin,The Ganga River Basin: A Hydrometeorological Approach,January 2021, Pages 233-256,-https://doi.org/10.1007/978-3-030-60869-9_16

2. Jew Das, Manish Kumar Goyal, NV Umamahesh,Water Harvesting, Climate Change, and Variability,Handbook of Water Harvesting and Conservation: Basic Concepts and Fundamentals,January 2021, Pages 427-446,-https://doi.org/10.1002/9781119478911.ch28

3. Manish Kumar Goyal, Ashutosh Sharma, Rao Y Surampalli,Remote Sensing and GIS Applications in Sustainability,Sustainability: Fundamentals and Applications,March 2020, Pages 605-626,-https://doi.org/10.1002/9781119434016.ch28

4. Prangya R Rout, Akshaya K Verma, Puspendu Bhunia, Rao Y Surampalli, Tian C Zhang, RD Tyagi, SK Brar, MK Goyal,Introduction to Sustainability and Sustainable Development,Sustainability: Fundamentals and Applications,March 2020, Pages 1-19,-https://doi.org/10.1002/9781119434016.ch1

5. Gilbert Hinge, Rao Y Surampalli, Manish Kumar Goyal,Sustainable Infrastructure,Sustainability: Fundamentals and Applications,March 2020, Pages 295-311,-https://doi.org/10.1002/9781119434016.ch14

6. Manish Kumar Goyal, Srinidhi Jha, Rao Y Surampalli,Sustainable Systems for Groundwater Resource Management,Sustainability: Fundamentals and Applications,March 2020, Pages 527-552,-https://doi.org/10.1002/9781119434016.ch25

7. Jew Das, Srinidhi Jha, Manish Kumar Goyal, Rao Y Surampalli,Challenges of sustainability in agricultural management,Sustainability: Fundamentals and Applications,March 2020, Pages 339-356,-https://doi.org/10.1002/9781119434016.ch16

8. Gilbert Hinge, Rao Y Surampalli, Manish Kumar Goyal,Sustainability of carbon storage and sequestration,Sustainability: Fundamentals and Applications,March 2020, Pages 465-482,-https://doi.org/10.1002/9781119434016.ch22

9. Shivam Gupta, Manish Kumar Goyal,Sustainability of River Water Resources Under the Influence of Climate Change,Sustainability: Fundamentals and Applications,March 2020, Pages 507-526,-https://doi.org/10.1002/9781119434016.ch24

10. Nikhil Kumar, Saket Dubey, Manish Kumar Goyal, Carlos Jimenez-Bescos, Amin Talei,Technological advancement and pandemic,Integrated Risk of Pandemic: Covid-19 Impacts, Resilience and Recommendations,November 2020, Pages 345-359,-https://doi.org/10.1007/978-981-15-7679-9_17

11. Anjali Barwal, Atisha Sood, Anil Kumar Gupta, Manish Kumar Goyal,Lessons from Trans-Domain Assessment of COVID 19 Outbreak,Integrated Risk of Pandemic: Covid-19 Impacts, Resilience and Recommendations,November 2020, Pages 481-496,-https://doi.org/10.1007/978-981-15-7679-9_24

12. Gilbert Hinge, Alacrity Muksor, Manish Kumar Goyal, Ravi Kumar Goyal, Mredu Goyal,Integrated Risk of Virus Outbreaks,Integrated Risk of Pandemic: Covid-19 Impacts, Resilience and Recommendations,November 2020, Pages 307-330,-https://doi.org/10.1007/978-981-15-7679-9_15

13. Shivam Singh, Saket Dubey, Nikhil Kumar, Manish Kumar Goyal, Indrajit Pal,Psychological Impacts of COVID-19,Integrated Risk of Pandemic: Covid-19 Impacts, Resilience and Recommendations,November 2020, Pages 153-168,-https://doi.org/10.1007/978-981-15-7679-9_7

14. Vikas Poonia, Manish Kumar Goyal, Chandra A Madramootoo, Anil Kumar Gupta, Chitresh Saraswat,Impact of COVID-19 on Agro-Food Industry and Transitions Towards Food Security,Integrated Risk of Pandemic: Covid-19 Impacts, Resilience and Recommendations,November 2020, Pages 255-273,-https://doi.org/10.1007/978-981-15-7679-9_12

15. Atisha Sood, Anjali Barwal, Anil Kumar Gupta, Manish Kumar Goyal,Introduction to Virus Outbreaks,Integrated Risk of Pandemic: Covid-19 Impacts, Resilience and Recommendations,November 2020, Pages 3-20,-https://doi.org/10.1007/978-981-15-7679-9_1

16. Srinidhi Jha, Manish Kumar Goyal,COVID 19 Threat and the Role of Human and Natural Factors,Integrated Risk of Pandemic: Covid-19 Impacts, Resilience and Recommendations,November 2020, Pages 87-103,-https://doi.org/10.1007/978-981-15-7679-9_4

17. Manish Kumar Goyal, Arup K Sarma, Dhruv Sen Singh,Subansiri: Largest Tributary of Brahmaputra River, Northeast India,The Indian Rivers,January 2018, Pages 523-535,-https://doi.org/10.1007/978-981-10-2984-4_36

18. Manish Kumar Goyal, Uttam Puri Goswami,Teesta river and its ecosystem,The Indian Rivers,January 2018, Pages 537-551,-https://doi.org/10.1007/978-981-10-2984-4_37

19. D. Jhajharia A Sharma, Manish Kumar Goyal,Application of machine learning techniques in drought forecasting,Sustainable Holistic Water Resources Management in a Changing Climate, Jain Brothers, New Delhi,April 2017, Volume 1, Pages 510,-ISBN: 978-81-8360-253-2

20. Manish Kumar Goyal, Chandra S. P. Ojha, and Donald H. Burn,Machine Learning Algorithms and their application in water resources management,Sustainable Holistic Water Resources Management in a Changing Climate, Jain Brothers, New Delhi,April 2017, Volume 1, Pages Pages 165-178,-ISBN: 9780784480908

21. Manish Kumar Goyal, Vivek Gupta, Saeid Eslamian,Hydrological drought: water surface and duration curve indices,Handbook of Drought and Water Scarcity, CRC Press, USA,August 2017, Volume 1, Pages 45-71,-ISBN:9781315404219

22. Manish Kumar Goyal, Ashutosh Sharma,Regionalization of drought prediction,Handbook of Drought and Water Scarcity, CRC Press, USA,August 2017, Volume 1, Pages 253-278,-ISBN:9781315404219

23. Manish Kumar Goyal, Irom Royal,Soil carbon sequestration: an alternative option for climate change mitigation,Natural Resources Management: Concepts, Methodologies, Tools, and Applications,September, 2016, pages 188-212,-ISBN: 9781522508038

24. Manish Kumar Goyal, Vishal Singh, Saeid Eslamian,Impact of climate change on drinking water,Urban Water Reuse Handbook,CRC Press,January 2016, Volume 1, Pages 1027-1052,-ISBN: 9780429171802

25. Dongqing Zhang, Manish Kumar Goyal, Vishal Singh, Richard M Gersberg,Constructed Wetlands: Case Studies,Urban Water Reuse Handbook,CRC Press,January 2016, Volume 1, Pages 759-778,-ISBN: 9780429171802

26. Goyal Manish Kumar, C.S.P. Ojha, Rao Y. Surampalli and A. Choudhury ,Adapting to Climate Change: Water Management Strategy,Green Technologies for Sustainable Water Management,2016, Pages Pages 737-752,-https://doi.org/10.1061/9780784414422

27. Manish Kumar Goyal,Chandra Shekhar Prasad Ojha, Donald H Burn, Rao Y Surampalli,Statistical Downscaling of Precipitation and Temperature for a Lake Basin,Book: Climate Change Modeling, Mitigation, and Adaptation,2013, 219-250,-http://dx.doi.org/10.1061/9780784412718.ch09