周晨｜南京大学｜学者主页

2026

Efficient Retrieval of Subpixel Cloud Fraction From Coarse Cloud Masks Using Dual‐Branch Deep Learning

Qingmin Wang, Yannian Zhu, Chao Liu, Husi Letu, Renge Zhou, Chen Zhou

Journal of Geophysical Research Machine Learning and Computation

DOI

2025

El Niño and Sea Surface Temperature Pattern Effects Lead to Historically High Global Mean Surface Temperatures in 2023

Ning Jiang, Congwen Zhu, Zeng‐Zhen Hu, Michael James McPhaden, Tao Lian, Chen Zhou, Weihong Qian, Deliang Chen

Geophysical Research Letters

DOI

2025

Quantifying Local Radiative Feedbacks at the Sea Surface

Yincheng Liu, Jian Ma, Xin Huang, Jian Lu, Chen Zhou

Journal of Climate

DOI

2025

Moderate climate sensitivity due to opposing mixed-phase cloud feedbacks

Ivy Tan, Chen Zhou, Aubert Lamy, Catherine L. Stauffer

npj Climate and Atmospheric Science

DOI

2025

Atypical warming pattern of strong 2023-24 El Niño boosts global temperatures to new 1.5 °C record

Ning Jiang, Congwen Zhu, Michael James McPhaden, Zeng‐Zhen Hu, Tao Lian, Chen Zhou, Deliang Chen

Communications Earth & Environment

DOI

2025

The Characteristics of Spatiotemporal Variations in Arctic Amplification and Its Association With Sea Ice

Guorui Shi, Lujun Zhang, Yuang Liu, Chen Zhou, Daqian Zhang, Yijia Hu, Mei Hong

Journal of Geophysical Research Atmospheres

DOI

2025

Estimation of Global Ocean TOA Instantaneous Clear‐Sky Albedo From CERES for Shortwave Cloud Radiative Effect Analysis Based on a Deep Learning Model

Boyang Zheng, Yang Cao, Kang‐En Huang, Jihu Liu, Yichuan Wang, Yannian Zhu, Minghuai Wang, Daniel Rosenfeld, Chen Zhou, Yi Huang

Journal of Geophysical Research Atmospheres

DOI

2025

Responses of the Stratospheric Arctic Vortex to Regional Sea Surface Temperature Changes

Lingyu Zhou, Yan Xia, Fei Xie, Chen Zhou, Chuanfeng Zhao

Advances in Atmospheric Sciences

DOI

2025

Responses of polar energy budget to regional sea surface temperature changes in extra-polar regions

Qingmin Wang, Yincheng Liu, Lujun Zhang, Chen Zhou

Atmospheric chemistry and physics

DOI

2025

Sea ice pattern effect on Earth’s energy budget is characterized by hemispheric asymmetry

Chen Zhou, Qingmin Wang, Ivy Tan, Lujun Zhang, Mark D. Zelinka, Minghuai Wang, Jonah Bloch‐Johnson

Science Advances

DOI

2025

Simulation of backscattering phase function with the geometric optics method using a paired ray-tracing technique

Chen Zhou, He Huang, Lei Bi

Journal of Quantitative Spectroscopy and Radiative Transfer

DOI

2024

拉曼雷达重叠函数的模拟与校准

张鹭，冼锦洪，夏敏洁，周晨

《大气科学学报》

2024

Responses of Lower-Stratospheric Water Vapor to Regional Sea Surface Temperature Changes

Lingyu Zhou, Yan Xia, Fei Xie, Chen Zhou, Chuanfeng Zhao

Journal of Climate

DOI

2024

Sensitivity of western Pacific subtropical high to regional sea surface temperature changes

Lingyu Zhou, Yan Xia, Chen Zhou, Chuanfeng Zhao, Fei Xie, Lu Di Dong

Global and Planetary Change

DOI

2024

Improving prediction of marine low clouds with cloud droplet number concentration and a deep learning method

Yang Cao, Yannian Zhu, Minghuai Wang, Daniel Rosenfeld, Chen Zhou

DOI

2024

Global warming rates and surface temperature patterns through 2023: A Green’s function based investigation

Bjørn Hallvard Samset, Chen Zhou, Jan S. Fuglestvedt, Marianne T. Lund, Jochem Marotzke, Mark D. Zelinka

DOI

2024

Retrieval of Cloud Properties from Thermal Infrared Radiometry Using Convolutional Neural Network

Quan Wang, Chen Zhou, Husi Letu, Yannian Zhu, Xiaoyong Zhuge, Chao Liu, Fuzhong Weng, Minghuai Wang

DOI

2024

The Green's Function Model Intercomparison Project (GFMIP) Protocol

Jonah Bloch‐Johnson, Maria A. A. Rugenstein, Marc J. Alessi, Cristian Proistosescu, Ming Zhao, Bosong Zhang, Andrew I. L. Williams, Jonathan M. Gregory, Jason N. S. Cole, Yue Dong, Margaret L. Duffy, Sarah M. Kang, Chen Zhou

Journal of Advances in Modeling Earth Systems

DOI

2024

Optimal estimation of cloud properties from thermal infrared observations with a combination of deep learning and radiative transfer simulation

He Qing Huang, Quan Wang, Chao Liu, Chen Zhou

Atmospheric measurement techniques

DOI

2024

Improving Prediction of Marine Low Clouds Using Cloud Droplet Number Concentration in a Convolutional Neural Network

Yang Cao, Yannian Zhu, Minghuai Wang, Daniel Rosenfeld, Chen Zhou, Jihu Liu, Yuan Liang, Kang‐En Huang, Quan Wang, Heming Bai, Yichuan Wang, Hao Wang, Haipeng Zhang

Journal of Geophysical Research Machine Learning and Computation

DOI

2024

Cloud Responses to Abrupt Solar and CO2 Forcing: 2. Adjustment to Forcing in Coupled Models

Travis Aerenson, R. Marchand, Chen Zhou

Journal of Geophysical Research Atmospheres

DOI

2024

Contribution of Surface Radiative Effects, Heat Fluxes and Their Interactions to Land Surface Temperature Variability

Y. Liu, Yi Huang, J. Yuan, Yan Xie, Chen Zhou

Journal of Geophysical Research Atmospheres

DOI

2023

大气探测激光雷达的分类和特征

韩雪，周晨

《南京大学学报(自然科学)》

2023

Explaining Forcing Efficacy With Pattern Effect and State Dependence

Chen Zhou, Minghuai Wang, Mark D. Zelinka, Yunfan Liu, Yue Dong, Kyle C. Armour

Geophysical Research Letters

DOI

2023

Obtaining Cloud Base Height and Phase From Thermal Infrared Radiometry Using a Deep Learning Algorithm

Quan Wang, Chen Zhou, Husi Letu, Yannian Zhu, Xiaoyong Zhuge, Chao Liu, Fuzhong Weng, Minghuai Wang

IEEE Transactions on Geoscience and Remote Sensing

DOI

2023

Steady global surface warming from 1973 to 2022 but increased warming rate after 1990

Bjørn Hallvard Samset, Chen Zhou, Jan S. Fuglestvedt, Marianne T. Lund, Jochem Marotzke, Mark D. Zelinka

Communications Earth & Environment

DOI

2023

Publisher Correction: Sea surface warming patterns drive hydrological sensitivity uncertainties

Shipeng Zhang, Philip Stier, Guy Dagan, Chen Zhou, Minghuai Wang

Nature Climate Change

DOI

2023

Data of SST patch experiments, Part1: warming patches

Chen Zhou

Zenodo (CERN European Organization for Nuclear Research)

DOI

2022

Retrieval of cloud properties from thermal infrared radiometry using convolutional neural network

Quan Wang, Chen Zhou, Xiaoyong Zhuge, Chao Liu, Fuzhong Weng, Minghuai Wang

Remote Sensing of Environment

DOI

2022

Long-term change in low-cloud cover in Southeast China during cold seasons

Zhe Chen, Minghuai Wang, Haipeng Zhang, Shuheng Lin, Zhun Guo, Yiquan Jiang, Chen Zhou

Atmospheric and Oceanic Science Letters

DOI

2022

Calculating the Climatology and Anomalies of Surface Cloud Radiative Effect Using Cloud Property Histograms and Cloud Radiative Kernels

Chen Zhou, Yincheng Liu, Quan Wang

Advances in Atmospheric Sciences

DOI

2022

Earlier emergence of a temperature response to mitigation by filtering annual variability

Bjørn Hallvard Samset, Chen Zhou, Jan S. Fuglestvedt, Marianne T. Lund, Jochem Marotzke, Mark D. Zelinka

Nature Communications

DOI

2021

A Machine Learning-based Cloud Detection Algorithm for the Himawari-8 Spectral Image

Chao Liu, Shu Yang, Di Di, Yuanjian Yang, Chen Zhou, Xiuqing Hu, Byung-Ju Sohn

Advances in Atmospheric Sciences

DOI

2021

A multi-year short-range hindcast experiment with CESM1 for evaluating climate model moist processes from diurnal to interannual timescales

Hsi‐Yen Ma, Chen Zhou, Yunyan Zhang, Stephen A. Klein, Mark D. Zelinka, Xue Zheng, Shaocheng Xie, Wei‐Ting Chen, Chien‐Ming Wu

Geoscientific model development

DOI

2021

Greater committed warming after accounting for the pattern effect

Chen Zhou, Mark D. Zelinka, Andrew Emory Dessler, Minghuai Wang

Nature Climate Change

DOI

2020

Intermodel Spread in the Pattern Effect and Its Contribution to Climate Sensitivity in CMIP5 and CMIP6 Models

Yue Dong, Kyle C. Armour, Mark D. Zelinka, Cristian Proistosescu, David S. Battisti, Chen Zhou, Timothy Andrews

Journal of Climate

DOI

2020

Inter-model spread of the climatological annual mean Hadley circulation and its relationship with the double ITCZ bias in CMIP5

Chenggong Wang, Yongyun Hu, Xinyu Wen, Chen Zhou, Jiping Liu

Climate Dynamics

DOI

2019

Responses of the Hadley Circulation to Regional Sea Surface Temperature Changes

Chen Zhou, Jian Lu, Yongyun Hu, Mark D. Zelinka

Journal of Climate

DOI

2019

Distinct Patterns of Cloud Changes Associated with Decadal Variability and Their Contribution to Observed Cloud Cover Trends

Yong‐Jhih Chen, Yen‐Ting Hwang, Mark D. Zelinka, Chen Zhou

Journal of Climate

DOI

2018

Accounting for Changing Temperature Patterns Increases Historical Estimates of Climate Sensitivity

Timothy Andrews, Jonathan M. Gregory, David J. Paynter, Levi G. Silvers, Chen Zhou, Thorsten Mauritsen, Mark J. Webb, Kyle C. Armour, Piers M. de F. Forster, Holly Titchner

Geophysical Research Letters

DOI

2018

Drivers of the Low-Cloud Response to Poleward Jet Shifts in the North Pacific in Observations and Models

Mark D. Zelinka, Kevin M. Grise, Stephen A. Klein, Chen Zhou, Anthony M. DeAngelis, Matthew W. Christensen

Journal of Climate

DOI

2018

Widening and weakening of the Hadley circulation under global warming

Yongyun Hu, Han Huang, Chen Zhou

《中国科学通报：英文版》

DOI

2018

Low‐Cloud Feedback in CAM5‐CLUBB: Physical Mechanisms and Parameter Sensitivity Analysis

Haipeng Zhang, Minghuai Wang, Zhun Guo, Chen Zhou, Tianjun Zhou, Yun Qian, Vincent Edwin Larson, Steven J. Ghan, Mikhail Ovchinnikov, Peter Bogenschutz, Andrew Gettelman

Journal of Advances in Modeling Earth Systems

DOI

精选作品

期刊论文

Efficient Retrieval of Subpixel Cloud Fraction From Coarse Cloud Masks Using Dual‐Branch Deep Learning

El Niño and Sea Surface Temperature Pattern Effects Lead to Historically High Global Mean Surface Temperatures in 2023

Quantifying Local Radiative Feedbacks at the Sea Surface

Moderate climate sensitivity due to opposing mixed-phase cloud feedbacks

Atypical warming pattern of strong 2023-24 El Niño boosts global temperatures to new 1.5 °C record

The Characteristics of Spatiotemporal Variations in Arctic Amplification and Its Association With Sea Ice

Estimation of Global Ocean TOA Instantaneous Clear‐Sky Albedo From CERES for Shortwave Cloud Radiative Effect Analysis Based on a Deep Learning Model

Responses of the Stratospheric Arctic Vortex to Regional Sea Surface Temperature Changes

Responses of polar energy budget to regional sea surface temperature changes in extra-polar regions

Sea ice pattern effect on Earth’s energy budget is characterized by hemispheric asymmetry

Simulation of backscattering phase function with the geometric optics method using a paired ray-tracing technique

拉曼雷达重叠函数的模拟与校准

Responses of Lower-Stratospheric Water Vapor to Regional Sea Surface Temperature Changes

Sensitivity of western Pacific subtropical high to regional sea surface temperature changes

Improving prediction of marine low clouds with cloud droplet number concentration and a deep learning method

Global warming rates and surface temperature patterns through 2023: A Green’s function based investigation

Retrieval of Cloud Properties from Thermal Infrared Radiometry Using Convolutional Neural Network

The Green's Function Model Intercomparison Project (GFMIP) Protocol

Optimal estimation of cloud properties from thermal infrared observations with a combination of deep learning and radiative transfer simulation

Improving Prediction of Marine Low Clouds Using Cloud Droplet Number Concentration in a Convolutional Neural Network

Cloud Responses to Abrupt Solar and CO2 Forcing: 2. Adjustment to Forcing in Coupled Models

Contribution of Surface Radiative Effects, Heat Fluxes and Their Interactions to Land Surface Temperature Variability

大气探测激光雷达的分类和特征

Explaining Forcing Efficacy With Pattern Effect and State Dependence

Obtaining Cloud Base Height and Phase From Thermal Infrared Radiometry Using a Deep Learning Algorithm

Steady global surface warming from 1973 to 2022 but increased warming rate after 1990

Publisher Correction: Sea surface warming patterns drive hydrological sensitivity uncertainties

Data of SST patch experiments, Part1: warming patches

Retrieval of cloud properties from thermal infrared radiometry using convolutional neural network

Long-term change in low-cloud cover in Southeast China during cold seasons

Calculating the Climatology and Anomalies of Surface Cloud Radiative Effect Using Cloud Property Histograms and Cloud Radiative Kernels

Earlier emergence of a temperature response to mitigation by filtering annual variability

A Machine Learning-based Cloud Detection Algorithm for the Himawari-8 Spectral Image

A multi-year short-range hindcast experiment with CESM1 for evaluating climate model moist processes from diurnal to interannual timescales

Greater committed warming after accounting for the pattern effect

Intermodel Spread in the Pattern Effect and Its Contribution to Climate Sensitivity in CMIP5 and CMIP6 Models

Inter-model spread of the climatological annual mean Hadley circulation and its relationship with the double ITCZ bias in CMIP5

Responses of the Hadley Circulation to Regional Sea Surface Temperature Changes

Distinct Patterns of Cloud Changes Associated with Decadal Variability and Their Contribution to Observed Cloud Cover Trends

Accounting for Changing Temperature Patterns Increases Historical Estimates of Climate Sensitivity

Drivers of the Low-Cloud Response to Poleward Jet Shifts in the North Pacific in Observations and Models

Widening and weakening of the Hadley circulation under global warming

Low‐Cloud Feedback in CAM5‐CLUBB: Physical Mechanisms and Parameter Sensitivity Analysis

会议论文

云的辐射效应对陆表温度变率与变化的影响

单个大气粒子的后向散射相干增强效应

预印本

North Pacific surface warming pattern shaped by atmospheric responses and radiative feedbacks

Aerosol trends dominate over global warming-induced cloud feedback in driving recent changes in marine low clouds

Effect of sea ice loss on Earth's energy budget depends on its spatial pattern

Cloud Responses to Abrupt Solar and CO2 Forcing Part II: Adjustment to Forcing in Coupled Models

数据集

Data of SST patch experiments, Part2: cooling patches

Supporting data for ''Sea surface warming patterns drive hydrological sensitivity uncertainties"

Data that are used to Explain the Forcing Efficacy with Pattern Effect and Feedback Nonlinearity"

TOA and surface cloud radiative kernels calculated with RRTM

研究方向