A review of climate-change impact and adaptation studies for the water sector in Thailand

M Kiguchi, K Takata, N Hanasaki… - Environmental …, 2021 - iopscience.iop.org
Thailand plays a central economic and policy-making role in Southeast Asia. Although
climate change adaptation is being mainstreamed in Thailand, a well-organized overview of …

Drivers of summer extreme precipitation events over East China

Y Tang, A Huang, P Wu, D Huang… - Geophysical Research …, 2021 - Wiley Online Library
Extreme summer precipitation often associated with flash floods has devastating impact on
the local economies and livelihood of millions of people over East China. Tracking down the …

Typical synoptic patterns responsible for summer regional hourly extreme precipitation events over the middle and lower Yangtze River basin, China

J Zeng, A Huang, P Wu, D Huang… - Geophysical …, 2023 - Wiley Online Library
Based on the hourly rainfall gauge data and ERA5 reanalysis for the period 1980–2020,
typical synoptic patterns responsible for summer regional hourly extreme precipitation …

S-SOM v1. 0: a structural self-organizing map algorithm for weather ty**

QV Doan, H Kusaka, T Sato… - Geoscientific Model …, 2021 - gmd.copernicus.org
This study proposes a novel structural self-organizing map (S-SOM) algorithm for synoptic
weather ty**. A novel feature of the S-SOM compared with traditional SOMs is its ability to …

Classification of Synoptic Patterns With Mesoscale Mechanisms for Downslope Windstorms in Korea Using a Self‐Organizing Map

Y Shin, JH Kim, HY Chun, W Jang… - Journal of Geophysical …, 2022 - Wiley Online Library
Downslope windstorms (DWs) are responsible for wildfires, wind gusts, and turbulence on
the lee side of the Taebaek Mountains in the Yeongdong (YD) region of Korea. We classified …

Using a self-organizing map to explore local weather features for smart urban agriculture in northern Taiwan

A Huang, FJ Chang - Water, 2021 - mdpi.com
Weather plays a critical role in outdoor agricultural production; therefore, climate information
can help farmers to arrange planting and production schedules, especially for urban …

[HTML][HTML] Lower tropospheric states revealed in high vertical-resolution radiosonde data in Korea and synoptic patterns for instability based on a self-organizing map

YS Lee, HY Chun, HC Ko - Atmospheric Research, 2023 - Elsevier
Seasonal and spatial characterizations of wind and stability in the lower troposphere below
1500 m are investigated using 1 s high-resolution operational radiosonde data observed at …

[HTML][HTML] Classification of synoptic circulation patterns with a two-stage clustering algorithm using the modified structural similarity index metric (SSIM)

K Winderlich, C Dalelane, A Walter - Earth System Dynamics, 2024 - esd.copernicus.org
We develop a new classification method for synoptic circulation patterns with the aim to
extend the evaluation routine for climate simulations. This classification is applicable to any …

A spatial pattern extraction and recognition toolbox supporting machine learning applications on large hydroclimatic datasets

H Wang, Y Xuan - Remote Sensing, 2022 - mdpi.com
This paper presents the development and applications of a new, open-source toolbox that
aims to provide automatic identification and classification of hydroclimatic patterns by their …

Comparative study on the characteristics of rainfall simulation over South Korea by summertime weather patterns according to the use of cumulus parameterization

GY Seo, JB Ahn - Theoretical and Applied Climatology, 2023 - Springer
This study identifies the characteristics of summertime extreme rainfall events (ERE)
according to the weather patterns in South Korea and compares the extreme rainfall model …