Ruizhi Zhang

ORCID: 0000-0003-0776-943X
Publications
Citations
Views
---
Saved
---
About
Contact & Profiles
Research Areas
  • Climate variability and models
  • Diversity and Impact of Dance
  • Meteorological Phenomena and Simulations
  • Physical Education and Training Studies
  • Precipitation Measurement and Analysis
  • Atmospheric aerosols and clouds
  • Cultural Industries and Urban Development
  • Cancer, Hypoxia, and Metabolism
  • Diverse Aspects of Tourism Research
  • Cryospheric studies and observations
  • Cancer, Lipids, and Metabolism
  • Smart Agriculture and AI
  • Sport and Mega-Event Impacts
  • Arctic and Antarctic ice dynamics
  • Health and Well-being Studies
  • E-commerce and Technology Innovations
  • Advanced Technologies in Various Fields
  • Remote Sensing in Agriculture
  • Art Therapy and Mental Health
  • Metabolomics and Mass Spectrometry Studies
  • Spectroscopy and Chemometric Analyses
  • AI and Multimedia in Education

Nanjing Medical University
2025

Chinese Academy of Medical Sciences & Peking Union Medical College
2025

Jiangsu Province Hospital
2025

Hunan First Normal University
2022

University of Nebraska–Lincoln
2022

Hunan City University
2019-2021

Zhejiang University
2021

Nanjing University of Information Science and Technology
2015-2016

Abstract In this study, four machine learning (ML) models (gradient boost decision tree (GBDT), light gradient boosting (LightGBM), categorical (CatBoost) and extreme (XGBoost)) are used to perform seasonal forecasts for non-monsoonal winter precipitation over the Eurasian continent (30-60°N, 30-105°E) (NWPE). The forecast results from a traditional linear regression (LR) model two dynamic compared. ML LR trained using data period of 1979-2010, then, these empirical NWPE 2011-2018. Our show...

10.1175/jcli-d-21-0113.1 article EN Journal of Climate 2021-06-08

Abstract Analysis of the cloud components in numerical weather prediction models using advanced data assimilation techniques has been a prime topic recent years. In this research, variational (DA) system for Weather Research and Forecasting (WRF) Model (WRFDA) is further developed to assimilate satellite products that will produce liquid water ice analysis. Observation operators path are incorporated into WRFDA system. The updated tested by assimilating observations from Global Geostationary...

10.1175/jamc-d-14-0243.1 article EN Journal of Applied Meteorology and Climatology 2015-05-01

As a product of the tourism performing arts industry in culture–tourism integration development, to develop featured town is new trend for development era. To analyze social benefit industry, this study, an artificial intelligence model evaluation constructed based on backpropagation (BP) neural network and fuzzy comprehensive analysis, with Yiyang Town taken as example. The criterion layer includes three indexes (life G1, environmental G2, economic G3), index contains 11 (H1–H11). weight...

10.3389/fpsyg.2021.592925 article EN cc-by Frontiers in Psychology 2021-02-16

In order to study the model and system design of music dance resource management, a human nervous system-like fog computing architecture is proposed. Based on Internet Things, management analyzed, contribution resources allocation are established. The traditional NSGA-II (Quick Non-dominated Sorting Genetic Algorithms-II) algorithm improved, improved obtained solve problem. Music designed, implemented tested. Through simulation verification, has better performance in average service delay...

10.1109/access.2019.2963199 article EN cc-by IEEE Access 2019-12-31

The purpose is to strengthen the life education of contemporary college students and give better play vital role in preventing students' mental diseases. Specifically, it discusses dance therapy (DT) College Students' Life Education (CSLE). Firstly, based on educational psychology (EP), this manuscript analyzes relevant theoretical concepts EP importance students. Secondly, following a Questionnaire Survey (QS) using deep learning (DL) Convolutional Neural Network (CNN) Facial Emotion...

10.3389/fpsyg.2022.784568 article EN cc-by Frontiers in Psychology 2022-03-21

High-throughput plant phenotyping (HTPP) has become an emerging technique to study traits due its fast, labor-saving, accurate and non-destructive nature. It wide applications in breeding crop management. However, the resulting massive image data raised a challenge associated with efficient prediction anomaly detection. In this paper, we propose two-step image-based online detection framework for monitoring quick change of individual leaf area via real-time imaging data. Our proposed method...

10.1080/02664763.2022.2150753 article EN Journal of Applied Statistics 2022-12-05

In recent years, the theory of ecological outlook has been applied to study various disciplines and become a new way innovation development in disciplines.The dance education colleges universities from perspective is great significance.This paper explores significance concept college as well effective path education.

10.22606/jaer.2019.43006 article EN Journal of Advances in Education Research 2019-08-14
Coming Soon ...