Citizen science for hydrological risk reduction and resilience building

JD Paul, W Buytaert, S Allen… - Wiley …, 2018 - Wiley Online Library
In disaster risk management (DRM), an emerging shift has been noted from broad‐scale, top‐
down assessments toward more participatory, community‐based, bottom‐up approaches …

A concerted research effort to advance the hydrological understanding of tropical páramos

A Correa, BF Ochoa‐Tocachi, C Birkel… - Hydrological …, 2020 - Wiley Online Library
Páramos, a neotropical alpine grassland‐peatland biome of the northern Andes and Central
America, play an essential role in regional and global cycles of water, carbon, and nutrients …

[HTML][HTML] RF-MEP: A novel Random Forest method for merging gridded precipitation products and ground-based measurements

OM Baez-Villanueva, M Zambrano-Bigiarini… - Remote Sensing of …, 2020 - Elsevier
The accurate representation of spatio-temporal patterns of precipitation is an essential input
for numerous environmental applications. However, the estimation of precipitation patterns …

Merging multiple satellite-based precipitation products and gauge observations using a novel double machine learning approach

L Zhang, X Li, D Zheng, K Zhang, Q Ma, Y Zhao… - Journal of Hydrology, 2021 - Elsevier
This study proposed a novel double machine learning (DML) approach to merge multiple
satellite-based precipitation products (SPPs) and gauge observations, and tested its …

Construction of a high-resolution gridded rainfall dataset for Peru from 1981 to the present day

C Aybar, C Fernández, A Huerta… - Hydrological …, 2020 - Taylor & Francis
ABSTRACT A new gridded rainfall dataset available for Peru is introduced, called PISCOp
V2. 1 (Peruvian Interpolated data of SENAMHI's Climatological and Hydrological …

Global evaluation of runoff from 10 state-of-the-art hydrological models

HE Beck, AIJM Van Dijk, A De Roo… - Hydrology and Earth …, 2017 - hess.copernicus.org
Observed streamflow data from 966 medium sized catchments (1000–5000 km 2) around
the globe were used to comprehensively evaluate the daily runoff estimates (1979–2012) of …

[HTML][HTML] Multiregional satellite precipitation products evaluation over complex terrain

Y Derin, E Anagnostou, A Berne… - Journal of …, 2016 - journals.ametsoc.org
Anagnostou, EN, Maggioni V., Nikolopoulos EI, Meskele T., Hossain F., and Papadopoulos
A., 2010: Benchmarking high-resolution global satellite rainfall products to radar and rain …

Improving daily spatial precipitation estimates by merging gauge observation with multiple satellite-based precipitation products based on the geographically …

S Chen, L Xiong, Q Ma, JS Kim, J Chen, CY Xu - Journal of Hydrology, 2020 - Elsevier
Merging gauge observation with a single original satellite-based precipitation product (SPP)
is a common approach to generate spatial precipitation estimates. For the generation of high …

Glacial melt content of water use in the tropical Andes

W Buytaert, S Moulds, L Acosta… - Environmental …, 2017 - iopscience.iop.org
Accelerated melting of glaciers is expected to have a negative effect on the water resources
of mountain regions and their adjacent lowlands, with tropical mountain regions being …

[HTML][HTML] A two-step merging strategy for incorporating multi-source precipitation products and gauge observations using machine learning classification and …

H Lei, H Zhao, T Ao - Hydrology and Earth System Sciences, 2022 - hess.copernicus.org
Although many multi-source precipitation products (MSPs) with high spatiotemporal
resolution have been extensively used in water cycle research, they are still subject to …