Dr. Nikunj Mangukiya

We introduce CAMELS-INDIA dataset, which provides daily hydrometeorological time series and static catchment attributes for 472 catchments in peninsular India. Data link: zenodo.org/records/132212… Thanks to my supervisor @AshutoshHydro @hydrology_IITR @iitroorkee

Does MC-LSTM model improve the reliability of streamflow prediction in human-influenced watersheds? New paper by @g_sahu55951 and @nikk_mn Ans: MC-LSTM shows greater performance improvement over LSTM in high-human-influenced watersheds. @Hydrology_IITR

Thrilled to Share My First PhD paper published in the Journal of Hydrology! Our Work shows that MC-LSTM improves streamflow prediction in human-influenced watersheds. Paper link: sciencedirect.com/science/articl… @AshutoshHydro @nikk_mn @Hydrology_IITR @iitroorkee

Excited to join @NUSingapore as a Postdoctoral Research Fellow in Prof. Simone Fatichi’s group! I'll be working on a CFI Singapore–funded project on AI & hydrological sciences, climate change impacts & flood hazard mapping. Grateful to my PhD supervisor Prof. @AshutoshHydro.

JRF/PhD Position Available! Seeking a JRF (can convert to a PhD!) to work on Data-Driven Hydrological Modeling and Machine Learning (ML). 📧 Send your CV to ashutosh.sharma@hy.iitr.ac.in for details.

Presented CAMELS-IND dataset and our work on addressing the challenges of sparse hydrological observations at IAHS 2025! Grateful for the engaging discussions and inspiring feedback from the global hydrology community. #IAHS2025 #CAMELSIND @AshutoshHydro @Hydrology_IITR

Talking data, rivers, and community — CAMELS-IND at #IAHS2025 🌊

A highly engaging session at #IAHS2025! “Introducing CAMELS-IND: A Hydrometeorological and Catchment Attributes Dataset for Peninsular India,” organized by @AshutoshHydro and @pankaj_iisc, concluded successfully with insightful discussions and active participation👏 @iitroorkee

Looking for a systematic hydrometeorological dataset for Indian catchments? Join us for CAMELS-IND workshop at #IAHS2025 at @iitroorkee. Details: iahs2025.com/SECAMELS Register: forms.gle/9yhiDVFPfWrZLn… @pankaj_iisc @nikk_mn @IAHS_AISH @ShailzaSha41025

We developed a physically interpretable differentiable model for regulated catchments by integrating reservoir dynamics and addressing reservoir-specific data limitations using satellite-based indirect observations. @AshutoshHydro @iitroorkee @doh_iitr agupubs.onlinelibrary.wiley.com/doi/10.1029/20…

Today, I completed my PhD in Hydrology from @iitroorkee. My thesis focused on DL-based models for streamflow prediction in human-influenced watersheds and flood risk assessment in ungauged regions. Special thanks to my advisor Prof. @AshutoshHydro 🎓Officially Dr. Nikunj!

Exciting news! Our paper on CAMELS-IND data is finally published! Key features of the data: ✅ Standard CAMELS format 🌊 472 catchments covered ☁️ 19 hydrometeorological variables 📊 211 catchment attributes 📆 40+ years (1980-2020) 📥 3,000+ downloads essd.copernicus.org/articles/17/46…

Happy to share that CAMELS-IND has surpassed 3,000 downloads in under 3 months! 🚀 We’re eager to learn about how you’re using the data. If you've used it, let us know, and we’ll proudly feature it on our Data page: sites.google.com/view/ecohydrol…

Research Positions Available! Multiple RA & JRF (convertible to PhD) positions are open in my group at IIT Roorkee. Research areas: hydrological modeling, ML-based simulations, & water resources management. 📩 ashutosh.sharma@hy.iitr.ac.in

@prisharma4 @AshutoshHydro @hydrology_IITR @iitroorkee Thank you sir

@nikk_mn @AshutoshHydro @hydrology_IITR @iitroorkee Congratulations @nikk_mn , Dr. @AshutoshHydro and team

Excited to share my research published in WRR! We developed a DL approach for daily flow simulations from aggregated or intermittent observations. Read more: doi.org/10.1029/2024WR… A huge thanks to my supervisor, @AshutoshHydro @hydrology_IITR @iitroorkee

@pankaj_iisc @AshutoshHydro @hydrology_IITR @iitroorkee Thank you sir

@nikk_mn @AshutoshHydro @hydrology_IITR @iitroorkee Hearty congratulations Nikunj. This is a commendable effort and showcase of strong perseverance to achieve excellence. Keep it up.

Excited to share our published work on a ML-based multi-model ensemble framework that can extrapolate beyond the training range for fast flood inundation mapping! Check it out: authors.elsevier.com/c/1jTuq_V24KgJ… Thanks to my PhD supervisor @AshutoshHydro @doh_iitr @iitroorkee

We're hosting an #AGUFallMeeting session on #Freshwater ecosystems in Asia-Pacific! Submit your abstract on services, vulnerabilities, & conservation strategies by 31 July to join the discussion! More info: agu.confex.com/agu/agu24/prel… @SUMITSE14587600 @ThakuriPratikS

It was exciting to talk about our recent work at #HydroML and finally meet some amazing people in-person... @ChaopengShen @DapengFeng1. Your work has been a huge inspiration for me. Thanks @PNNLab for nicely organising the symposium. @AshutoshHydro @iitroorkee @hydrology_IITR