Curriculum Vitae
Curriculum Vitae
Positions
- 2024–2025: Postdoctoral Researcher, Vrije Universiteit Brussel — ICE³ project: Modelling the global multi-century evolution of glacier ice in 3D. Supervised by Harry Zekollari.
- 2025–present: Postdoctoral Fellow (FWO), Vrije Universiteit Brussel — ICE-BUFFER project: Global glacier buffering of streamflow droughts in a changing climate using deep learning. FWO Postdoctoral Junior Fellowship. Supervised by Harry Zekollari.
Education
- 2019–2023: PhD in Environmental Sciences, Universidad de Concepción, Concepción, Chile. Thesis: Assessment of the impacts of climate change on the spatio-temporal patterns of freshwater sources to the coastal system of Western Patagonia. Supervised by Mauricio Aguayo and Jorge León.
- 2022–2022: Research Stay — Regional Glacier Modelling, University of Innsbruck, Innsbruck, Austria. Seven-month research stay working with Fabien Maussion at the Department of Ice & Climate.
- 2017–2019: MSc in Civil Engineering (Water Resources), Universidad de Concepción, Concepción, Chile. Thesis: Impacts of anthropogenic climate change on the runoff of a trans-Andean basin in Patagonia. Supervised by Jorge León.
- 2012–2018: Civil Engineering (Hydraulic-Environmental mention), Universidad de Concepción, Concepción, Chile. Thesis: Hydrological modeling of a Patagonian basin: Application of remote sensing. Supervised by José Vargas. Approved with maximum distinction.
Grants & Funding
- 2025–2028: FWO Postdoctoral Junior Fellowship — ICE-BUFFER project
- 2019–2023: ANID National Doctoral Fellowship —
- 2021–2022: ANID Operational Expenses Grant —
- 2022: ANID International Research Stay Fellowship —
- 2023: ANID Doctoral Writing Extension Fellowship —
Awards
- 2025: Outstanding Reviewer Award, The Cryosphere (EGU)
- 2017: Professor Edgar Pino Barrueto Prize — Best thesis of the Civil Engineering promotion
- 2021: Top 100 in Earth Science — Scientific Reports collection
Supervision
- Magali Ponds (PhD, Vrije Universiteit Brussel, 2024-2027) — The effect of irrigation on glacier evolution in High-Mountain Asia. Co-supervised with Harry Zekollari
- Maziar Freki (MSc, Vrije Universiteit Brussel, 2024-2025) — Closing the regional water budget in Western Patagonia using SWOT data. Co-supervised with Harry Zekollari
- Garance du Bus de Warnaffe (MSc, Vrije Universiteit Brussel, 2024-2025) — The time of emergence of glacier runoff in Patagonia. Co-supervised with Harry Zekollari
- Francesco Calista (MSc, Vrije Universiteit Brussel, 2025-2026) — Implications of glacier melt in High Mountain Asia for future water security. Co-supervised with Harry Zekollari and Magali Ponds
- Fernanda Espinoza (MSc, Universidad de Chile, 2025-2026) — Flood forecasting using deep learning in south-central Chile. Co-supervised with Pablo Mendoza
- Isadora Leon (MSc, Universidad Austral de Chile, 2023-2024) — Effects of land cover on the hydrological propagation of droughts in Southern Chile. Co-supervised with Jorge Leon and Alvaro Gonzalez
- Paul Sandoval (Bachelor, Universidad del Bío-Bío, 2021) — Potential impacts of global warming in the upper Manso River Basin.
Teaching
KU Leuven / Vrije Universiteit Brussel
- Surface Water Hydrology (2025-2026) (2 semesters)
Universidad de Concepción
- GIS Applied to Environmental Science (2023)
- Fluid Mechanics (2022)
- Advanced Hydrology (2020)
- Distributed Hydrology (2020)
- Hydrology (2016-2018) (5 semesters)
- Introduction to Environmental Science (2015)
- Support Center for Learning Basic Sciences (2014-2015) (4 semesters)
Talks & Presentations
Invited Talks
- EGU General Assembly (2026, Vienna, Austria) — Glacio-hydrological modelling in Patagonia
- Student for Student Summerschool (2022, Austria) — Climate datasets are the main source of uncertainty of glacier evolution
- Glaciology Seminars (2021, online) — A multi-institutional effort for an open hydrometeorological dataset in Western Patagonia
- Seminar for Strategic Planning of Water Resources in Aysén (2022, Aysén, Chile) — PatagoniaMet v1.0: Una base de datos hidro-meteorológica para la Patagonia Occidental
Conference Presentations
- V Congress of the Chilean Cryosphere Society (2023, Chile) — Assessing glacier projection uncertainties in the Patagonian Andes
- 6th OGGM Workshop (2022, Norway) — Modelling freshwater inputs to the coastal system of Western Patagonia
- III Congress of the Chilean Cryosphere Society (2021, Online) — PatagoniaMet: A quality check observational dataset for Western Patagonia
- Scientific Meeting of the Argentine Association of Geophysicists and Geodesists (2021, Online) — PatagoniaMet: Generation and evaluation of precipitation and air temperature gridded datasets
- XXIV Chilean Congress of Hydraulic Engineering (2019, Chile) — The glass half-empty: Climate Change Impacts on Freshwater Input to the North Patagonia Coastal System
- XXVIII Latin American Hydraulics Congress (2018, Argentina) — Hydrological modeling of the trans-Andean basin of the Puelo River
Datasets
- PatagoniaMet (2023) — A multi-source hydrometeorological dataset for Western Patagonia (40–56°S). Includes precipitation, temperature, streamflow, and other variables from multiple observational sources.. DOI: 10.5281/zenodo.7992760
- RGI v7.1 Lake Termini Classification (2025) — Global mapping of lake-terminating glaciers — classification of Randolph Glacier Inventory v7.1 glacier termini as lake-terminating or not.. DOI: 10.5281/zenodo.15524733
- Historical and Future Runoff in Western Patagonia (2025) — Simulated historical and future runoff projections for Western Patagonia using hybrid glacio-hydrological modelling.. DOI: 10.5281/zenodo.15076803
- Glacier Runoff Projections in Patagonia (2024) — Ensemble of glacier runoff projections for the Patagonian Andes (40–56°S) under multiple climate scenarios.. DOI: 10.5281/zenodo.8384882
- Model-Based Runoff in Northern Patagonia (2024) — Hydrological model outputs for Northern Patagonia catchments under historical and future climate conditions.. DOI: 10.5281/zenodo.10949518
Service
- Reviewer — The Cryosphere (2025)
- Reviewer — Journal of Glaciology (2025)
- Reviewer — Hydrology and Earth System Sciences (2025)
- Project Scientist — Instrumentation and habilitation of a reference basin for snowpack studies in Aysén, CIEP (2021)
- Hydrological Modeler and Climate Analyst — Determination of average monthly flows in continental Chiloé, IFOP (2017)
- Project Engineer — Water Scenarios 2030, Fundación Chile (2017)
- Scientific Advisor — Strategic Water Management Plans for Puelo, Yelcho, Aysén, Baker and Pascua Basins, GEOSAFE (2021)
- Scientific Advisor — Predictive system for precipitation and streamflow in central-southern Chile, Universidad de Chile (2025)
Outreach & Media
- 2019: Estudio mide impacto del cambio climático en el sur de Chile — EMOL
- 2021: Investigación analizó las consecuencias del cambio climático en los ríos de la Patagonia norte — Ladera Sur
- 2021: Documentary RIO: Rivers Influencing the Ocean — YouTube
- 2024: Ciencia local crea pionera base de datos de la Patagonia — Diario Concepción
- 2024: Académico UCSC participó en PatagoniaMet — UCSC
- 2024: Un adiós helado y esperado: Desaparición del último glaciar de Venezuela — Niboe
- 2024: La metamorfosis de la Patagonia chilena — El País
- 2024: The world’s glaciers are melting faster than we thought — National Geographic
- 2025: Proyectan futuros hídricos opuestos al norte y sur de la vital Patagonia — Diario Concepción
Skills
- Programming: Python, R, Julia, Bash, shell scripting
- Glacier Modelling: OGGM, PyGEM, PISM, glacier dynamics
- Hydrological Modelling: HBV, TETIS, WRF-Hydro, hydrological signatures
- Deep Learning: PyTorch, TensorFlow, LSTM, neural hydrology
- Geospatial: GIS, remote sensing, Google Earth Engine, QGIS
- Tools: Quarto, Git, LaTeX, Docker, HPC, Linux
- Languages: Spanish (native), English (fluent)
Fieldwork
- Puelo River basin, Chile (2018-2021) — Trimestral hydrological campaigns for fjord land use change study (PI: Jorge Leon)
- Aysén region, Chile (2017) — Stream surveys in old-growth temperate forests (PI: Anna Astorga and Brian Reid)
- Bordu and Kara-Batkak glaciers, Kyrgyzstan (2024) — Glacier monitoring using drones (PI: Lander Van Tricht)
Publications
2026
Steiner, J., Armstrong, W., Kochtitzky, W., McNabb, R., Aguayo, R., … and Zheng, W. (2026). Global mapping of lake-terminating glaciers. Earth System Science Data.
Van Tricht, L., Zekollari, H., Huss, M., Rounce, D., Schuster, L., … and Farinotti, D. (2026). Peak glacier extinction in the mid-twenty-first century. Nature Climate Change.
Van Tricht, L., Zekollari, H., Huss, M., van Tiel, M., Vanderkelen, I., … and Farinotti, D. (2026). Reduced future summer water availability in the Tien Shan due to glacier wastage. Water Resources Research.
2025
Aguayo, R., Zekollari, H., Hanus, S., Baez-Villanueva, O., Mendoza, P. and Maussion, F. (2025). Hybrid glacio-hydrological modelling reveals contrasting runoff changes in Western Patagonia over the 21st century. Earth’s Future.
Caro, A., Condom, T., Rabatel, A., Aguayo, R. and Champollion, N. (2025). Glacio-hydrological changes along the Andes over the first half of the 21st Century. Scientific Reports.
Farías-Barahona, D., Schaefer, M., Braun, M., Temme, F., Fürst, J., … and Harrison, S. (2025). QFuego-Patagonia: a comprehensive dataset and review of Southern South America’s glaciers. Journal of Glaciology.
2024
Aguayo, R., León-Muñoz, J., Aguayo, M., Baez-Villanueva, O., Fernandez, A., Zambrano-Bigiarini, M. and Jacques-Coper, M. (2024). PatagoniaMet: A multi-source hydrometeorological dataset for Western Patagonia (40-56ºS). Scientific Data.
Aguayo, R., Maussion, F., Ultee, L., Mackay, J., Caro, A., … and Aguayo, M. (2024). Unravelling the sources of uncertainty in glacier runoff projections in the Patagonian Andes (40–56° S). The Cryosphere.
León-Muñoz, J., Aguayo, R., Corredor, A., Tapia, F., Iriarte, J. L., Ried, B. and Soto, D. (2024). Hydrographic shifts in coastal waters reflect climate-driven changes in hydrological regimes across Northwestern Patagonia. Scientific Reports.
Zekollari, H., Huss, M., Schuster, L., Maussion, F., Rounce, D. R., … and Farinotti, D. (2024). Twenty-first century global glacier evolution under CMIP6 scenarios and the role of glacier-specific observations. The Cryosphere.
2023
- León-Muñoz, J., Aguayo, R., Echeverría, C., Nimptsch, J., Wolfl, S., Avendaño-Herrera, R., Simon, J. and Soto, D. (2023). Landscape dependency of salmon farming hatcheries under climate change. Climate Risk Management.
2021
Aguayo, R., León-Muñoz, J., Garreaud, R. and Montecinos, A. (2021). Hydrological droughts in the southern Andes (40-45ºS) from an ensemble experiment using CMIP5 and CMIP6 models. Scientific Reports.
León-Muñoz, J., Aguayo, R., Marce, R., Catalan, N., Wolfl, S., … and Miranda, A. (2021). Climate and land cover trends affecting freshwater inputs to a fjord in Northwestern Patagonia. Frontiers in Marine Sciences.
2019
- Aguayo, R., León-Muñoz, J., Vargas, J., Montecinos, A., Garreaud, R., Urbina, M., Soto, D. and Iriarte, J. L. (2019). The glass half-empty: climate change drives lower freshwater input in the coastal system of the Chilean Northern Patagonia. Climatic Change.
In Review
Mendoza, P. A., Toum, E., Wongchuig, S., Condom, T., Barco, J., Drenkhan, F. and Aguayo, R. (2026). Recent advances and challenges in process-based hydrological modeling over the Andes: A review. WIREs Water (in review).
Van Tricht, L., Huss, M., Zekollari, H., Aguayo, R., van Tiel, M., von der Esch, A., Beer, J. and Farinotti, D. (2026). Resolving short-term meteorological variability amplifies projected glacier loss. Nature Communications (in review).
Ponds, M., Aguayo, R., Yao, Y., Thiery, W. and Zekollari, H. (2026). Irrigation buffers glacier loss. Nature Climate Change (in review).
León-Muñoz, J., Reid, B., Iriarte, J. L., Mardones, J., Aguayo, R., … and Garreaud, R. (2026). Melt-driven freshwater inputs as potential drivers of harmful algal blooms in northwestern Patagonia. Scientific Reports (in review).
Fox, C., León-Muñoz, J., Reid, B., Astorga, A., Aguayo, R., Moreno-Meynard, P., Blanchet, L. and Butman, D. (2025). Riverine Biogeochemical Exports from Major Watersheds to the Northwest Patagonian Estuarine Network. JGR – Biogeosciences (in review).
Moreno, P., Aguayo, R., Astorga, A., Somos, M., Uribe, L. and Reid, B. (2025). Early detection of anthropogenic impacts on headwater streams in Patagonia through hydrological signatures metrics. Hydrological Sciences Journal (in review).