Global Advances in Hydrology, Remote Sensing and AI: Our AGU 2025 Contributions (USA, LA; Dec. 15-19)

December 24, 2025

AGU 2025 marked another strong year of scientific engagement and leadership for our research group, with major contributions in research presentation, student participation, and international collaboration.

This year, Prof. Hyunglok Kim served consecutively as the primary convener of the session
H41B: Advances in Remote Sensing, AI, and Modeling for Hydrology and the Terrestrial Water Cycle.

This session focused on recent advances in satellite remote sensing, artificial intelligence, and physically based modeling for improving the understanding and prediction of hydrological processes and the terrestrial water cycle. Topics included soil moisture retrieval, evapotranspiration estimation, precipitation and drought monitoring, data assimilation, land atmosphere interactions, machine learning for hydrologic prediction, and the integration of multi-source observations into Earth system models.

The session emphasized interdisciplinary approaches that combine satellite observations, advanced AI techniques, and hydrologic modeling frameworks to address critical challenges in climate variability, extreme events, and global water resource management.


The session consisted of three oral blocks:

(1) Oral Session II: 08:30 - 10:00
(2) Oral Session III: 10:30 - 12:00
(3) Oral Session IV: 16:15 - 17:45

In total, the session hosted 18 oral presentations, including 3 invited presentations, and was accompanied by over 40 poster presentations spanning satellite remote sensing, hydrologic modeling, data assimilation, and artificial intelligence.

The invited speakers were:

(1) Dr. Kumar, NASA Goddard Space Flight Center - Session II
(2) Dr. Long, Tsinghua University - Session III
(3) Dr. Wang, Arizona State University - Session IV

Our research group was strongly represented.

Prof. Hyunglok Kim  presented ongoing collaborative research with USDA ARS on agricultural drought development, highlighting advances in understanding drought dynamics using satellite observations and modeling.

Prof. Hyunglok Kim sharing new insights into agricultural drought dynamics through international collaboration at AGU 2025.

Subin Kim, a 2nd-year MS-PhD student, delivered an oral presentation on her recent work. Dr. Jesea Lee (our postdoctoral researcher) and Mr. Choi (1st-year PhD student) presented a poster, generating extensive technical discussions with international researchers. Suah Cho, a 1st-year MS-PhD student actively participated in technical sessions and networking activities, gaining first-hand experience in the global research environment.

Dr. Jesea Lee and Euiyoung Choi presenting their research during the AGU 2025 poster session.

Beyond individual presentations, the session itself became a hub for interdisciplinary dialogue. Discussions ranged from next-generation satellite missions and advanced microwave remote sensing to emerging AI-based hydrological prediction systems and Earth system modeling frameworks. The diversity of topics and strong international participation reflected the rapidly evolving landscape of modern hydrology.

AGU 2025 once again demonstrated that leadership in science is built not only through publishing results, but also through building communities, mentoring young scientists, and fostering long-term collaborations. Our team returns with renewed motivation and a clear vision for the next phase of our research.

Contact

Read other projects

Ms. Subin Kim (MS/PhD) Receives AGU 2025 Outstanding Student Presentation Award

PhD student Subin Kim has been selected for the AGU Hydrology Section Remote Sensing Technical Committee Outstanding Student Presentation Award at the AGU Fall Meeting 2025 for her work on deep learning-based surrogate modeling for land data assimilation.

Read this event
Global Advances in Hydrology, Remote Sensing and AI: Our AGU 2025 Contributions (USA, LA; Dec. 15-19)

At AGU 2025, our group actively contributed to the global hydrology community through research presentations and scientific leadership. The week highlighted our expanding role in shaping the future of satellite hydrology and AI-driven Earth system science.

Read this event
A New Collaboration with Technische Universität Dresden (TUD): Remote Sensing and AI for Forest Resilience:

This blog highlights the visit of researchers from Technische Universität Dresden to the HydroAI Lab, where both teams discussed integrating physical forest health models with AI and remote sensing data. The collaboration focuses on improving prediction of forest stress and ecosystem resilience using multi sensor observations and advanced modeling approaches.

Read this event
Featured by Campbell Scientific for Earth Observation Validation Site

This blog shares the recent interview between Campbell Scientific and our lab, highlighting global interest in Koreas NASA satellite core validation site. The story covers why the site is unique, how it supports next generation Earth observation missions, and what this recognition means for Koreas growing role in the international remote sensing community.

Read this event
Visiting the GIST-NASA Core Validation Site and Drone Flights Demonstration

As part of the GIST-NASA-MIT Workshop, participants including Prof. Dara Entekhabi (MIT) and Dr. Simon Yueh (NASA JPL) visited the GIST-NASA Core Validation Site in Hampyeong, where they observed advanced soil moisture monitoring systems and a drone flight demonstration showcasing UAV-based remote sensing for satellite calibration and hydrological research.

Read this event
GIST-NASA-MIT Workshop 2025

From October 20 to 22, Professor Hyunglok Kim at GIST hosted the GIST-NASA-MIT Workshop on Remote Sensing and AI. Experts from MIT and NASA JPL joined GIST researchers to share advances in satellite hydrology, visit the Hampyeong Core Validation Site, and plan future collaboration. The event strengthened international partnerships and provided valuable learning opportunities for students.

Read this event
Kunhee Park and Suah Cho Awarded NRF Graduate Research Scholarship

Kunhee Park and Suah Cho were awarded a prestigious scholarship from the National Research Foundation of Korea, which supports graduate students with 12 million won in research funds for one year based on the evaluation of their proposals.

Read this event
Student Participation in AOGS 2025, Singapore

From July 27 to August 2, nine students attended AOGS 2025 at Marina Bay Sands, Singapore. They joined hydrology, AI, and climate sessions.

Read this event
Insights and Motivation Gained from the 2025 KWRA Conference

Attending the KWRA conference was a valuable opportunity to engage with cutting-edge water resources research. We gained deeper insight through in-person sessions, especially the AGU-KWRA joint talks, and learned from active discussions with presenters.

Read this event
Building Team Spirit Through Basketball

We enjoyed a memorable evening of basketball and camaraderie with Professor Venkataraman Lakshmi, President-Elect of the AGU Hydrology section, who later delivered an insightful seminar on integrating land surface models and remote sensing to better understand and predict hydrological extremes like floods and droughts.

Read this event
NASA Scientists Visit GIST and HydroAI Lab to Advance Core Validation Site Collaboration in Korea

From October 7–10, 2024, NASA scientists from JPL and GSFC visited GIST and the HydroAI Lab for seminars and collaborative field visits, engaging with students and working on the development of a Core Validation Site (CVS) in Hampyeong to support soil moisture research and satellite validation efforts.

Read this event
HydroAI Lab Hosts Visiting Scholar from University of Virginia for Collaborative Drought Research

From November to December 2024, HydroAI Lab welcomed Sophia Bakar from the University of Virginia for a collaborative research stay, leading to joint AGU presentations on flash and agricultural drought prediction using deep learning and remote sensing.

Read this event
HydroAI Students Attend at Asia-Oceania Geoscience Society (AOGS), Showcasing Research and Winning Awards on the Global Stage

HydroAI Lab students actively participated in the AOGS conference in Pyeongchang, with Aigerim Bolatbekkyzy winning Best Poster in Hydrological Sciences, highlighting the lab’s strong presence and international engagement in geoscience research.

Read this event
HydroAI Students Present Research on the Global Stage at American Geophysical Union in the U.S.

Graduate students from HydroAI Lab traveled to Washington, D.C. to present their cutting-edge research at AGU 2024, showcasing their work on soil moisture, snow patterns, etc. to an international scientific audience.

Read this event
Subin and Nayoung Win Top Prizes at KIWW Student Competition on Remote Sensing and Water Resources

At Korea International Water Week 2024, GIST students Subin Kim and Nayoung Kwon won first and fourth prizes, respectively, in a competitive student session on hydrology and remote sensing, judged by leading international scholars.

Read this event
Award-Winning Study: HydroAI Lab Uses AI and Satellites to Analyze Urban Heat in Gwangju

Our lab’s project, led by Seongjun Lee and Subin Kim, was recognized as an excellent research study under the Gwangju Climate and Energy Agency’s Small Research Grant Program for using satellite imagery and AI to analyze urban heat island trends in Gwangju.

Read this event
Our Study Featured on NASA Landsat Science: Advancing Water Quality Monitoring

We are proud to share that Seongjun Lee’s research, presented at AGU, has been featured on NASA Landsat Science for its innovative use of satellite and reanalysis data with deep learning to monitor water quality in Korea’s inland reservoirs.

Read this event
Exploring Global Hydrological Research: HydroAI Lab’s Collaborative Visit to the USDA

HydroAI lab members visited the Unite States Department of Agriculture (USDA) to exchange insights on soil moisture monitoring and explore joint research opportunities, including establishing domestic cal/val sites for satellite-based hydrological remote sensing.

Read this event
HydroAI Lab Visits NASA to Strengthen Collaboration in Soil Moisture Monitoring and Remote Sensing

We visited NASA Goddard Space Flight Center (GSFC) to exchange research on water resources management using Earth observation satellites and explore opportunities for international collaboration in satellite-based hydrology.

Read this event
Subin Kim Awarded NRF Graduate Research Scholarship for Advancing AI-Based Hydrological Modeling

Subin Kim, an Integrated MS/PhD student, was awarded a prestigious scholarship from the National Research Foundation of Korea, which supports graduate students with 12 million won in research funds for one year based on the evaluation of their proposals.

Read this event
2024 Korea Water Resources Association (KWRA)

HydroAI Lab participated in the 2024 KWRA Conference at Jeju, gaining valuable experience through presentations, networking, and exposure to cutting-edge water research.

Read this event