Data clustering: application and trends

GJ Oyewole, GA Thopil - Artificial Intelligence Review, 2023 - Springer
Clustering has primarily been used as an analytical technique to group unlabeled data for
extracting meaningful information. The fact that no clustering algorithm can solve all …

Diagnosing potential impacts of Tibetan Plateau spring soil moisture anomalies on summer precipitation and floods in the Yangtze River basin

C Zhu, W Ullah, G Wang, J Lu, S Li… - Journal of …, 2023 - Wiley Online Library
Soil moisture as a key variable of land processes greatly influences the weather and climate.
This study investigates the observed linkage between Tibetan Plateau (TP) spring soil …

K-Means and c4. 5 decision tree based prediction of long-term precipitation variability in the Poyang lake basin, China

D Lou, M Yang, D Shi, G Wang, W Ullah, Y Chai… - Atmosphere, 2021 - mdpi.com
The machine learning algorithms application in atmospheric sciences along the Earth
System Models has the potential of improving prediction, forecast, and reconstruction of …

Weather‐type‐conditioned calibration of Tropical Rainfall Measuring Mission precipitation over the South Pacific Convergence Zone

Ó Mirones, J Bedia… - International Journal …, 2023 - Wiley Online Library
Abstract The South Pacific region is an area affected by characteristic precipitation patterns
undergoing extreme events such as tropical cyclones and droughts. First, a daily weather …

Cloud–precipitation hybrid regimes and their projection onto IMERG precipitation data

D Jin, L Oreopoulos, D Lee, J Tan… - Journal of Applied …, 2021 - journals.ametsoc.org
To better understand cloud–precipitation relationships, we extend the concept of cloud
regimes developed from two-dimensional joint histograms of cloud optical thickness and …

Summer regional pentad heat wave in eastern China and their possible causes

J Yao, X Sun, J Tang, Y Ji, Y Xu, XQ Yang - Frontiers in Earth Science, 2020 - frontiersin.org
Identification and understanding of persistent regional heat wave are essential for adaption
and alleviation of its severe effects on human health and ecological environment …

Summer regional pentad extreme precipitation in eastern China and their possible causes

Y Ji, X Sun, Y Xu, J Yao, XQ Yang - Frontiers in Earth Science, 2021 - frontiersin.org
Persistent extreme precipitation covering a large area usually causes severe flooding
disasters in China, but how to depict it and what are the possible causes are still open …

Object-Oriented Clustering Approach to Detect Evolutions of ENSO-Related Precipitation Anomalies over Tropical Pacific Using Remote Sensing Products

L Li, Y Zhang, C Xue, Z Zheng - Remote Sensing, 2023 - mdpi.com
Precipitation extremes driven by the El Niño–Southern Oscillation (ENSO) are one of the
critical ways in which the ENSO impacts the global climate, specifically in the tropical Pacific …

Exploring the climate variability of the tropical indo-pacific via advanced data sorting and signal processing techniques

MH Pike - 2022 - search.proquest.com
This dissertation explores the multiscale climate variability of the Indo-Pacificregion through
application of a variety of techniques including k-means clusteranalysis, empirical …

Patrones de Precipitación asociados a Extremos de Caudal Medio Mensual en la Provincia de Corrientes (Argentina)

P Blanco - Geográfica digital, 2024 - revistas.unne.edu.ar
Se caracterizan los patrones de precipitación asociados a extremos de caudal medio
mensual en los principales ríos de la Provincia de Corrientes, Argentina (1980-2022). Se …