▶️A causal link exists between the North-Pacific index, which measures #sea-level pressure in the Northern #Pacific Ocean, and the frequency of rain-on-snow events in North America.
@rk_sinan @KanakKantiKar @Tirthankar__Roy
🔗Read more: https://t.co/kxZ5jia7b1
I’m super excited that this baby was awarded the Jim Dooge award yesterday as one of the most outstanding papers of 2022 published in @EGU_HESS. 🏆
Very happy that the collaborative work and massive efforts undertaken are acknowledged and valued by the community! 🙏
Delighted to share our garden-fresh article (https://t.co/l2YW6bSbJm). It introduces the nonlinear behavior of drying signatures & finds that 50% or higher, of US non-perennial streams showed nonlinear trend patterns.
Thanks @Tirthankar__Roy @ZipperSam & Sarah for your support.
The third HydroML symposium abstract submission is now open! https://t.co/DVAPmRfL3I. This year is May 29-31, Richland, WA. Last two years were hosted by Penn State and LBNL, respectively. They were highly successful, with >160 attendees from around the world and inspiring talks.
Hold the date!! HydroML symposium 2024 is May 29th-31st in Richland, WA, to be hosted by PNNL. Updated information will be put up on https://t.co/DVAPmRfL3I (awaiting updates now). Abstract submission call is expected to be out soon!
We (Students of Roy Research Group) are/will be presenting our ongoing work @theAGU from @unl_cee. If you are attending #AGU23, you are cordially invited in our presentations.
@rk_sinan@Tirthankar__Roy
Excited to share new paper on Nature Reviews @NatRevEarthEnv. Want to discover relationships from data? Or answer questions in #Geosci? Or obtain ML-level performance with interpretable processes? Differentiable Modelling could be your answer! https://t.co/qyuAzYPA6Y (1/n)
Proud to present the preliminary results of the collaborative paper by the @DitA_network at the #IAHS_Pantarhei Symposium at @GFZ_Potsdam.
Droughts are worsening in Europe!
This is a call for Europe-wide management 📢
Thanks to everyone who contributide and to @A_Shyrokaya
The HydroML 2.0 Symposium recently held at @BerkeleyLab brought together experts and researchers in the field of Earth System Science to explore the application of AI and ML techniques in hydrology and other related disciplines. https://t.co/d45ATR1Kse
Thrilled to share our recent work showing that combining attention with recurrence can improve streamflow prediction. For the first time, we set up Temporal Fusion Transformers for 2610 basins worldwide. TFTs outperform benchmark LSTMs & Transformers.
https://t.co/y9TPRXoJNm
Our new work, “Applicability of a Flood Forecasting System for Nebraska Watersheds,” published in EMS. This work is an important stepping stone towards a statewide operational real-time flood forecasting system for Nebraska. https://t.co/xFT6pdVj26
I am excited to report that the HydroML Symposium has received a tremendous response from the ML community. In response to several requests, we have decided to extend the deadline until March 31st, 2023.
https://t.co/jVW2D6ADCs
@ChaopengShen@eesalbnl@BerkeleyLab@doescience
The Tom Meixner memorial ALERT Station is installed at Holy Hope Cemetery, 3555 N Oracle Road, sponsored by the Pima County Regional Flood Control District (thanks go out to our colleagues there).
The rain gauge is operational and viewable at: https://t.co/IPRMT0eBit