We tweet/retweet papers related machine learning applications in hydrology and climate sciences #MachineLearning #Hydrology #Climatesci #Remotesensing.Joined March 2024
Data gaps in soil moisture remain a major challenge for hydrology 🌱
Our new study shows how an FNO-based framework can help bridge this gap — with strong results across sites in India & Africa
Read here 👉 agupubs.onlinelibrary.wiley.com/doi/10.1029/20…
A novel imputation framework based on Fourier neural operators (FNO) for soil moisture data (10-40 cm). The FNO model outperforms traditional approaches, and incorporating temporal lag reduces error by up to 15% in the diverse climates in India and Zambia. doi.org/10.1029/2025JH…
Flood inundation mapped for widespread floods in the state of Punjab. This monsoon, we are testing our internal AI for Hazards platform for various flood events. We are looking for critical feedback on how our new Vision Transformer-based flood inundation models are performing so…
Happy to share that our paper on how to obtain reliable statistical inferences from satellite-based maps is now published in Remote Sensing of Environment!
I'm hiring 1-2 new postdocs to work on AI for Scientific Discovery (especially on drug discovery and material discovery) and Science-Inspired AI (especially on scientific foundation models). Please drop me an email if you are interested or know someone who might be a great fit!
Research Fellow in ML for African Weather Prediction
We are seeking a machine learning specialist ready to embrace challenges in weather prediction, with the aim of creating operational systems benefitting millions of people across Africa.
#ML#Africajobs.leeds.ac.uk/vacancy.aspx?r…
🌊 Continuing our #AGU Catchment Hydrology TC Early Career Competition 2024 series with @JsuWater !
Thank you for sharing your favorite #hydrology paper with us! 📖💧
We’ll spotlight #EarlyCareer voices twice a month—stay tuned for more insights from the #hydrologyCommunity! 🔍
Uttarkashi region is at very high risk of flash flood due to combination of flashiness and geomorphological factors! Short-duration extreme rain events are increasing under warming climate!
#flashfloods#uttarkashicloudburst
Uttarkashi region is at very high risk of flash flood due to combination of flashiness and geomorphological factors! Short-duration extreme rain events are increasing under warming climate!
#flashfloods#uttarkashicloudburst
Our recently published paper: Machine learning-based hydrograph modeling with LSTM: A case study in the Jatigede Reservoir Catchment, Indonesia. We present a case study of using ML in predicting reservoir inflow data and identify potential improvements. sciencedirect.com/science/articl…
Only 2 days left to submit an abstract to our phenology session at #AGU25!
B095 - Understanding Phenological Responses, Changes and Feedbacks: Patterns, Mechanisms, and Consequences
agu.confex.com/agu/agu25/prel…
Join us to explore the timing of life in a changing world.
#phenology
Less than 3 days left to submit your abstract in #AGU25
If your work involves #flood related research, consider submitting to our session.
Link: agu.confex.com/agu/agu25/meet…
Deadline: July 30th
Less than 3 days left to submit your abstract in #AGU25
If your work involves #flood related research, consider submitting to our session.
Link: agu.confex.com/agu/agu25/meet…
Deadline: July 30th
If you’ll be attending AGU in December, please consider submitting an abstract to this session. I’ll be giving an invited talk and would love to catch up and discuss potential collaborations. agu.confex.com/agu/agu25/prel…
📢Call for Abstracts – AGU 2025 💧
We are thrilled to invite submissions to our session:
H037: Advancing Water Science Through Artificial Intelligence: Lessons, Strategies, and New Frontiers
🔗Link: agu.confex.com/agu/agu25/prel…
📅 Deadline: July 30
🚰🌎🤖Good day, everyone! On today’s episode, Yadu Pokhrel describes the application of global hydrologic modeling with machine learning to understand water resources dynamics. Tune in here: lnkd.in/gpbCkQuv#water#machine#waterresources #hydrologic#machinelearning
250 Followers 223 FollowingAssistant Professor @IITKanpur , Postdoc, PhD @MPI_BGC, Masters @iitbombay. Works on Hydroclimatology, Land-Atmosphere interactions and Thermodynamics
338 Followers 589 FollowingGeomorphologist| Water Resources n Civil Engineer| Research interest in flood and sediment transport; Assist. prof. at IOE, Tribhuvan University
4K Followers 1K FollowingConvener of Interdisciplinary Program in Climate Studies, Professor of Department of Civil Engineering, IIT Bombay, India. IPCC AR6 WG-I Lead Author
2K Followers 4K FollowingARIN brings together a network of scholars across Africa.
It is a transformative network of talented African Researchers and thought leaders
228 Followers 774 FollowingResearch scholar at IDP Climate Studies IITB, I see things from space and put that in models.
Hydrology, SWOT mission, Flood Mapping
1K Followers 989 FollowingAGCI advances global change science and solutions, fostering interdisciplinary understanding and community to link knowledge with meaningful action.
3K Followers 383 FollowingWe tweet/retweet papers related to machine learning/data science/deep learning for Earth Sciences. Just email your paper details to [email protected]
926 Followers 406 FollowingSusanna Werth's lab for investigating (ground) water resources with innovative remote sensing methods & hydrogeodesy at @vtgeosciences. Opinions are our own.
18K Followers 4K FollowingThe @UN's 🇺🇳 leading platform on #AI to solve global challenges. Organized by @ITU in partnership w/ 53 UN agencies and 🇨🇭 #AIforGood
48 Followers 45 FollowingTwitter account of Institute of Geo-Hydroinformatics @TUHamburg. We are interested in #soil, #water, #environment & #climate related challenges.
4.5M Followers 460 FollowingCutting-edge research, news, commentary, and visuals from the Science family of journals. Follow @NewsfromScience for stories from our News team.
4K Followers 283 FollowingEcohydrology Technical Committee for the American Geophysical Union (AGU); How do plants and water Interact in landscapes? We want to learn more...
181K Followers 1K FollowingCutting-edge news & reports from PNAS, one of the world's most-cited scientific journals, sibling journal of @PNASNexus & an official journal of @theNASciences.
6K Followers 47 FollowingNASA/UMD's Global Ecosystem Dynamics Investigation is a lidar mission on the ISS mapping forest structure. Account managed by UMD. Tweet/retweet ≠ endorsement
11K Followers 917 FollowingThe National Drought Mitigation Center at the University of Nebraska-Lincoln helps people everywhere reduce vulnerability to drought.
4K Followers 1K FollowingThe ARC Centre of Excellence for Climate Extremes (2017-2024) advanced global research on climate extremes and their links to climate change.
4K Followers 180 FollowingA journal from @NaturePortfolio launched in January 2023 and publishing cutting-edge research on all aspects of the relationship between water and society
75K Followers 3K FollowingThe United Nations Convention to Combat Desertification is the global voice for land. We champion healthy, productive and accessible land for all #UNited4Land
1K Followers 128 FollowingAssociate professor at Water Systems and Global Change Group (WUR) Research focused on groundwater modelling, groundwater sustainability, groundwater and food.
1K Followers 989 FollowingAGCI advances global change science and solutions, fostering interdisciplinary understanding and community to link knowledge with meaningful action.
926 Followers 406 FollowingSusanna Werth's lab for investigating (ground) water resources with innovative remote sensing methods & hydrogeodesy at @vtgeosciences. Opinions are our own.
363 Followers 3K FollowingPostdoc @G_Hydrodynamics @UTokyo_IIS.
PhD @vmishraiit @iitgn on groundwater depletion in India.
Interested in human impact on water resources systems modeling.
2K Followers 38 FollowingHydrology opportunities (Master's courses, PhD, post-doc, research scientist positions, initiatives towards water research) powered by @YoungHydrology
3K Followers 714 FollowingOfficial journal of International Association of Hydrological Sciences (IAHS) - information and views on significant developments in hydrology worldwide.
5K Followers 101 FollowingFeed from the google group: Hydrosci-l, a forum focused on the science related to the terrestrial components of water cycle. Managed by David Kirschtel.
8K Followers 415 FollowingOfficial account for the EGU HS Division. This account is no longer active or monitored. To find out about our activities, follow us on our other social media.
6K Followers 685 FollowingIf you are interested in study or research in Germany and live in Bangladesh, Bhutan, India, Nepal or Sri Lanka, then you have come to the right place!
2K Followers 2K FollowingUNESCO Chair in Water Sciences at University of Birmingham. Researching hydrology, river temperature and other water-related topics. Views ours, RT /= endorse.
No recent Favorites. New Favorites will appear here.