Frontiers of Data and Domputing

2022 Vol. 4 No. 5

Preface

2022, 4 (5): 1–2;

doi:

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2022 Vol. 4 No. 5

Application-Aware Method for Optimized Computing Power Scheduling

KOU Dazhi,WEI Jianwen,TANG Xiaoyong

2022, 4 (5): 3–10;

CSTR: 32002.14.jfdc.CN10-1649/TP.2022.05.001

doi: 10.11871/jfdc.issn.2096-742X.2022.05.001

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2022 Vol. 4 No. 5

Computing Power Scheduling of Cloud-Enabled Infrastructure Based on Inter-Cloud and Multi-Cloud

CHENG Ying,PEI Xiaoyan

2022, 4 (5): 11–22;

CSTR: 32002.14.jfdc.CN10-1649/TP.2022.05.002

doi: 10.11871/jfdc.issn.2096-742X.2022.05.002

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2022 Vol. 4 No. 5

Analysis and Discussion of Routing Strategy for Programmable Services in Computing Power Network

YI Xinxin,MA Herong,CAO Chang,TANG Xiongyan

2022, 4 (5): 23–32;

CSTR: 32002.14.jfdc.CN10-1649/TP.2022.05.003

doi: 10.11871/jfdc.issn.2096-742X.2022.05.003

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2022 Vol. 4 No. 5

HPC Computing Power Programming Paradigm Based on CNGrid

WANG Xiaoning,LU Shasha,WU Can,He Rong,YAN Xiaoting,XIAO Haili,CHI Xuebin

2022, 4 (5): 33–41;

CSTR: 32002.14.jfdc.CN10-1649/TP.2022.05.004

doi: 10.11871/jfdc.issn.2096-742X.2022.05.004

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2022 Vol. 4 No. 5

The Impact of “East-West Computing Requirement Transfer” on Meteorological Industry

ZHOU Yong,GUO Zhuanzhuan,ZENG Qin,HAO Yiyi

2022, 4 (5): 42–49;

CSTR: 32002.14.jfdc.CN10-1649/TP.2022.05.005

doi: 10.11871/jfdc.issn.2096-742X.2022.05.005

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2022 Vol. 4 No. 5

Meteorological Computing Power and Service Architecture under “East-West Computing Requirement Transfer”

YANG Xin,SHEN Wenhai

2022, 4 (5): 50–59;

CSTR: 32002.14.jfdc.CN10-1649/TP.2022.05.006

doi: 10.11871/jfdc.issn.2096-742X.2022.05.006

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2022 Vol. 4 No. 5

Network Malicious Traffic Detection Incorporating Multi-Head Attention Mechanism

ZHAO Zhongbin,CAI Manchun,LU Tianliang

2022, 4 (5): 60–67;

CSTR: 32002.14.jfdc.CN10-1649/TP.2022.05.007

doi: 10.11871/jfdc.issn.2096-742X.2022.05.007

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2022 Vol. 4 No. 5

ATWebshell: Webshell Detection Model Based on Adversarial Learning and Long-Short Semantic Awareness

GAO Hongkui,AN Tongjian,SHUI Xuefei,WANG Xin,FAN Yuan

2022, 4 (5): 68–76;

CSTR: 32002.14.jfdc.CN10-1649/TP.2022.05.008

doi: 10.11871/jfdc.issn.2096-742X.2022.05.008

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2022 Vol. 4 No. 5

Research on Webshell Detection Methods Based on Feature Engineering and Threat Intelligence

XU Bo,JIANG Zhengwei,XIN Liling,ZHOU Yufei

2022, 4 (5): 77–86;

CSTR: 32002.14.jfdc.CN10-1649/TP.2022.05.009

doi: 10.11871/jfdc.issn.2096-742X.2022.05.009

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2022 Vol. 4 No. 5

Reliability Evaluation Method for Power Dispatching Data Network

LI Zeke,XU Zhiguang,YU Sihang,CHEN Jianhong,YANG Mingwei,LIU Yanhua

2022, 4 (5): 87–97;

CSTR: 32002.14.jfdc.CN10-1649/TP.2022.05.010

doi: 10.11871/jfdc.issn.2096-742X.2022.05.010

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2022 Vol. 4 No. 5

Research Progress in Data-Driven Threat Hunting Language Models

ZHANG Runzi,KANG Bin

2022, 4 (5): 98–107;

CSTR: 32002.14.jfdc.CN10-1649/TP.2022.05.011

doi: 10.11871/jfdc.issn.2096-742X.2022.05.011

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2022 Vol. 4 No. 5

Porting and Optimizing Gadget-2 on a Heterogeneous Accelerator Platform

ZHAO Wenlong,WANG Wu

2022, 4 (5): 108–119;

CSTR: 32002.14.jfdc.CN10-1649/TP.2022.05.012

doi: 10.11871/jfdc.issn.2096-742X.2022.05.012

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2022 Vol. 4 No. 5

Research on Military Domain Named Entity Recognition Based on Pre-Training Model

TONG Zhao,WANG Ludi,ZHU Xiaojie,DU Yi

2022, 4 (5): 120–128;

CSTR: 32002.14.jfdc.CN10-1649/TP.2022.05.013

doi: 10.11871/jfdc.issn.2096-742X.2022.05.013

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2022 Vol. 4 No. 5

An Sentiment Analysis Method of Hot Events Based on Automatically Labeled Corpus and Its Application

YI Hanbing,LIU Qian

2022, 4 (5): 129–137;

CSTR: 32002.14.jfdc.CN10-1649/TP.2022.05.014

doi: 10.11871/jfdc.issn.2096-742X.2022.05.014

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2022 Vol. 4 No. 5

A Differentiated Reliable Transmission Control Mechanism

YIN Ming,REN Yongmao,ZHANG Yundong,ZHOU Xu,XU Anmin,YU Delei

2022, 4 (5): 138–151;

CSTR: 32002.14.jfdc.CN10-1649/TP.2022.05.015

doi: 10.11871/jfdc.issn.2096-742X.2022.05.015

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2022 Vol.4 No.4
2022 Vol.4 No.3
2022 Vol.4 No.2
2022 Vol.4 No.1

2022, Vol.4	No.4	No.3	No.2	No.1
2021, Vol.3	No.6	No.5	No.4	No.3	No.2	No.1
2020, Vol.2	No.6	No.5	No.4	No.3	No.2	No.1
2019, Vol.1	No.2	No.1

PaddlePaddle: An Open-Source Deep Learning Platform from Industrial Practice
Yanjun Ma,Dianhai Yu,Tian Wu,Haifeng Wang
2019, 1 (1): 105-115 doi:10.11871/jfdc.issn.2096.742X.2019.01.011
Abstract (3519) | HTML (206) | PDF (7401KB) (1513)

Application of Deep Learning in Medical Imaging Analysis: A Survey
Yu Yizhou, Ma Jiechao, Shi Dejun, Zhou Zhen
2019, 1 (2): 37-52 doi:10.11871/jfdc.issn.2096-742X.2019.02.004
Abstract (2540) | HTML (98) | PDF (13574KB) (689)

Multi-Granularity Cognitive Computing—A New Model for Big Data Intelligent Computing
Wang Guoyin, Yu Hong
2019, 1 (2): 75-85 doi:10.11871/jfdc.issn.2096-742X.2019.02.007
Abstract (2518) | HTML (56) | PDF (9520KB) (495)

Earth System Model: CAS-ESM
Zhou Guangqing,Zhang Yunquan,Jiang Jinrong,Zhang He,Wu Baodong,Cao Hang,Wang Tianyi,Hao Huiqun,Zhu Jiawen,Yuan Liang,Zhang Minghua
2020, 2 (1): 38-54 doi:10.11871/jfdc.issn.2096-742X.2020.01.004
Abstract (2351) | HTML (84) | PDF (12318KB) (536)

State-of-the-Art Analysis and Perspectives of China HPC Development in 2020
ZHANG Yunquan,YUAN Liang,YUAN Guoxing,LI Xidai
2020, 2 (6): 1-10 doi:10.11871/jfdc.issn.2096-742X.2020.06.001
Abstract (2014) | HTML (113) | PDF (7190KB) (637)

Research on Unsupervised KPI Anomaly Detection Based on Deep Learning
Zhang Shenglin,Lin Xiaofei,Sun Yongqian,Zhang Yuzhi,Pei Dan
2020, 2 (3): 87-100 doi:10.11871/jfdc.issn.2096-742X.2020.03.008
Abstract (1948) | HTML (51) | PDF (11129KB) (392)

Key Technologies of Cyber Security Knowledge Graph
LI Xu,LIAN Yifeng,ZHANG Haixia,HUANG kezhen
2021, 3 (3): 9-18 doi:10.11871/jfdc.issn.2096-742X.2021.03.002
Abstract (1947) | HTML (100) | PDF (7105KB) (585)

Artificial Intelligence: Developments and Advances in 2019
Sun Zhenan,Zhang Zhaoxiang,Wang Wei,Liu Fei,Tan Tieniu
2019, 1 (2): 1-16 doi:10.11871/jfdc.issn.2096-742X.2019.02.001
Abstract (1925) | HTML (114) | PDF (13407KB) (436)

Research on the Recent Development and Future Trend of Data Mid-End Technology
Meng Su,Xishun Jia,Xiaomeng Du,Tiwei Gao
2019, 1 (1): 116-126 doi:10.11871/jfdc.issn.2096.742X.2019.01.012
Abstract (1871) | HTML (85) | PDF (10315KB) (340)

State-of-Art Analysis and Perspectives of China HPC Development in 2019
Zhang Yunquan,Yuan Liang,Yuan Guoxing,Li Xidai
2020, 2 (1): 18-26 doi:10.11871/jfdc.issn.2096-742X.2020.01.002
Abstract (1671) | HTML (71) | PDF (7325KB) (489)

Big Data Technology Applications in Agriculture
Wang Wensheng,Guo Leifeng
2020, 2 (2): 101-110 doi:10.11871/jfdc.issn.2096-742X.2020.02.008
Abstract (1669) | HTML (64) | PDF (7371KB) (267)

SKS: A Platform for Big Data Based Scientific Knowledge Graph
Yuanchun Zhou,Qingling Chang,Yi Du
2019, 1 (1): 82-93 doi:10.11871/jfdc.issn.2096.742X.2019.01.009
Abstract (1553) | HTML (109) | PDF (11789KB) (806)

A Dynamic Conversion Method from Protobuf to JSON
Tian Dan,Zhang Jinjie,Li Chong,Qu Yanhua,Jiao Hao
2020, 2 (4): 155-164 doi:10.11871/jfdc.issn.2096-742X.2020.04.013
Abstract (1535) | HTML (40) | PDF (6939KB) (150)

Innovative Application of Scientific Data Identification Based on Block Chain
Wang Shu,Yan Min,Liu Jia,Zhou Qihui,Guo Zhibin,Wang Yazhe,Zhou Yuanchun
2019, 1 (2): 62-74 doi:10.11871/jfdc.issn.2096-742X.2019.02.006
Abstract (1529) | HTML (43) | PDF (11607KB) (263)

The Design and Control of Squid-Like Underwater Robot
Zhang Tiandong,Wang Rui,Wang Shuo
2019, 1 (2): 53-61 doi:10.11871/jfdc.issn.2096-742X.2019.02.005
Abstract (1516) | HTML (23) | PDF (10254KB) (436)

Big Data 3.0—The Key Technologies of Big Data in Post-Hadoop Era
Wanggen Liu,Yuanhao Sun
2019, 1 (1): 94-104 doi:10.11871/jfdc.issn.2096.742X.2019.01.010
Abstract (1510) | HTML (133) | PDF (11457KB) (669)

Research on Edge Resource Scheduling Solutions for Computing Power Network
Li Mingxuan,Cao Chang,Tang Xiongyan,He Tao,Li Jianfei,Liu Qiuyan
2020, 2 (4): 80-91 doi:10.11871/jfdc.issn.2096-742X.2020.04.007
Abstract (1491) | HTML (52) | PDF (9882KB) (383)

Materials Science Database in Material Research and Development: Recent Applications and Prospects
Li Zixin,Zhang Neng,Xiong Bin,Hu Yunfeng,Zhao Xinpeng,Huang Haiyou
2020, 2 (2): 78-90 doi:10.11871/jfdc.issn.2096-742X.2020.02.006
Abstract (1484) | HTML (67) | PDF (10346KB) (383)

Intelligent Network Management and Control Architecture and Key Technologies for Future 6G Networks
Yu Peng,Li Wenjing,Feng Lei,Zhou Fanqin,Yang Yang,Qiu Xuesong
2020, 2 (3): 32-44 doi:10.11871/jfdc.issn.2096-742X.2020.03.003
Abstract (1481) | HTML (31) | PDF (10663KB) (305)

Current Status and Prospects of Genomics Data Analysis Methods
Chen Meili,Ma Yingke,Li Rujiao,Bao Yiming
2020, 2 (2): 1-19 doi:10.11871/jfdc.issn.2096-742X.2020.02.001
Abstract (1429) | HTML (167) | PDF (21169KB) (403)

Efficient Computing for Artificial Intelligence and Big Data
Li kenli,Yang Wangdong,Chen Cen,Chen Jianguo,Ding Yan
2020, 2 (1): 27-37 doi:10.11871/jfdc.issn.2096-742X.2020.01.003
Abstract (1422) | HTML (51) | PDF (10110KB) (295)

2019, 1 (1): 1-1 doi:10.11871/jfdc.issn.2096.742X.2019.01.001
Abstract (1388) | HTML (261) | PDF (644KB) (882)

A Survey on Satellite Networks Based on Software-Defined Networking
Zhang Ran,Liu Jiang,Yang Dan,Huang Tao,Liu Yunjie
2020, 2 (3): 3-17 doi:10.11871/jfdc.issn.2096-742X.2020.03.001
Abstract (1384) | HTML (54) | PDF (11342KB) (653)

Small Object Detection and Recognition Based onDeep Learning
Leng Jiaxu,Liu Ying
2020, 2 (2): 120-135 doi:10.11871/jfdc.issn.2096-742X.2020.02.010
Abstract (1357) | HTML (37) | PDF (14634KB) (509)

Document Image Recognition: Retrospective and Perspective of Technology
Liu Chenglin
2019, 1 (2): 17-25 doi:10.11871/jfdc.issn.2096-742X.2019.02.002
Abstract (1348) | HTML (44) | PDF (7403KB) (498)

The Data and Computing Platform Is An Important Infrastructure Which Drives Modern Scientific Research Development
Fangyu Liao,Xuehai Hong,Yang Wang,Dawei Chu
2019, 1 (1): 2-10 doi:10.11871/jfdc.issn.2096.742X.2019.01.002
Abstract (1343) | HTML (168) | PDF (7745KB) (562)

Research and Application of A Platform for Artificial Intelligence Computing and Data Services
Wang Yangang,Wang Jue,Cao Rongqiang
2019, 1 (2): 86-97 doi:10.11871/jfdc.issn.2096-742X.2019.02.008
Abstract (1333) | HTML (46) | PDF (9914KB) (197)

Direct Numerical Simulation of Hypersonic Turbulence Based on CPU/GPU Heterogeneous System Architecture
Dang Guanlin,Liu Shiwei,Hu Xiaodong,Zhang Jian,Li Xinliang
2020, 2 (1): 105-116 doi:10.11871/jfdc.issn.2096-742X.2020.01.009
Abstract (1318) | HTML (34) | PDF (9068KB) (252)

High Performance Computing Framework Software——SC_Tangram
Xuebin Chi,Lian Zhao,Shanshan Wang,Jian Zhang,Jinrong Jiang
2019, 1 (1): 11-21 doi:10.11871/jfdc.issn.2096.742X.2019.01.003
Abstract (1280) | HTML (55) | PDF (8526KB) (260)

Edge Intelligence: A New Exploration for Artificial Intelligence Expanding to Edge
Mo Zijia,Gao Zhipeng,Miao Dong
2020, 2 (4): 16-27 doi:10.11871/jfdc.issn.2096-742X.2020.04.002
Abstract (1260) | HTML (39) | PDF (9445KB) (258)

The Implementation and Optimization of LICOM on GPUs
Zhang Liuying,Wang Pengfei,Zhang Feng,Liu Hailong,Lin Pengfei,Wang Tao,Wei Junlin,Tian Shaobo,Jiang Jinrong,Chi Xuebin
2020, 2 (4): 92-104 doi:10.11871/jfdc.issn.2096-742X.2020.04.008
Abstract (1252) | HTML (19) | PDF (13769KB) (172)

The Research Development and Challenge of Automatic Speech Recognition
Liu Qingfeng, Gao Jianqing, Wan Genshun
2019, 1 (2): 26-36 doi:10.11871/jfdc.issn.2096-742X.2019.02.003
Abstract (1239) | HTML (69) | PDF (9686KB) (351)

A Data Prediction Method Based on Feature Selection and Transfer Learning
Chen Tongbao,Wen Liangming,Li Jianhui
2020, 2 (2): 145-154 doi:10.11871/jfdc.issn.2096-742X.2020.02.012
Abstract (1200) | HTML (52) | PDF (6779KB) (465)

Integration and Optimization of Material Data Mining and Machine Learning Tools
Dong Jiayuan,Yang Xiaoyu
2020, 2 (4): 105-120 doi:10.11871/jfdc.issn.2096-742X.2020.04.009
Abstract (1188) | HTML (10) | PDF (10415KB) (379)

Application-driven Big Data and Artificial Intelligence Integration Platform Construction
Bo Kang,Zijun Xia,Xiangfei Meng
2019, 1 (1): 35-45 doi:10.11871/jfdc.issn.2096.742X.2019.01.005
Abstract (1174) | HTML (103) | PDF (12472KB) (466)

Research on Geoscience Big Data Processing Framework and Key Techniques
Zhang Yaonan,Ai Minghao,Kang Jianfang,Min Yufang
2020, 2 (2): 91-100 doi:10.11871/jfdc.issn.2096-742X.2020.02.007
Abstract (1167) | HTML (24) | PDF (8180KB) (174)

A Brief Review of Theory and Systematic Technologies for Big Data
Qiangsheng Hua,Zhigao Zheng,Zhenyu Hu,Zhiman Zhong,Changfu Lin,Feng Zhao,Hai Jin,Xuanhua Shi
2019, 1 (1): 22-34 doi:10.11871/jfdc.issn.2096.742X.2019.01.004
Abstract (1163) | HTML (96) | PDF (10220KB) (541)

Research on 5G Media Streaming Standards
Zhou Xiang,Li Xunchun
2020, 2 (4): 65-79 doi:10.11871/jfdc.issn.2096-742X.2020.04.006
Abstract (1158) | HTML (21) | PDF (10996KB) (130)

High-Throughput Many-Core Processor Design
Ye Xiaochun,Li Wenming,Zhang Yang,Zhang Hao,Wang Da,Fan Dongrui
2020, 2 (1): 70-84 doi:10.11871/jfdc.issn.2096-742X.2020.01.006
Abstract (1114) | HTML (45) | PDF (11092KB) (263)

Computation Offloading Strategy for Multi-Base Station and Multi-User Equipment Mobile Edge Computing
Shi Yueru,Li Jun
2020, 2 (3): 126-136 doi:10.11871/jfdc.issn.2096-742X.2020.03.011
Abstract (1095) | HTML (35) | PDF (14461KB) (164)

PaddlePaddle: An Open-Source Deep Learning Platform from Industrial Practice
Yanjun Ma,Dianhai Yu,Tian Wu,Haifeng Wang
2019, 1 (1): 105-115 doi:10.11871/jfdc.issn.2096.742X.2019.01.011
Abstract (3519) | HTML (206) | PDF (7401KB) (1513)

2019, 1 (1): 1-1 doi:10.11871/jfdc.issn.2096.742X.2019.01.001
Abstract (1388) | HTML (261) | PDF (644KB) (882)

SKS: A Platform for Big Data Based Scientific Knowledge Graph
Yuanchun Zhou,Qingling Chang,Yi Du
2019, 1 (1): 82-93 doi:10.11871/jfdc.issn.2096.742X.2019.01.009
Abstract (1553) | HTML (109) | PDF (11789KB) (806)

Application of Deep Learning in Medical Imaging Analysis: A Survey
Yu Yizhou, Ma Jiechao, Shi Dejun, Zhou Zhen
2019, 1 (2): 37-52 doi:10.11871/jfdc.issn.2096-742X.2019.02.004
Abstract (2540) | HTML (98) | PDF (13574KB) (689)

Big Data 3.0—The Key Technologies of Big Data in Post-Hadoop Era
Wanggen Liu,Yuanhao Sun
2019, 1 (1): 94-104 doi:10.11871/jfdc.issn.2096.742X.2019.01.010
Abstract (1510) | HTML (133) | PDF (11457KB) (669)

A Survey on Satellite Networks Based on Software-Defined Networking
Zhang Ran,Liu Jiang,Yang Dan,Huang Tao,Liu Yunjie
2020, 2 (3): 3-17 doi:10.11871/jfdc.issn.2096-742X.2020.03.001
Abstract (1384) | HTML (54) | PDF (11342KB) (653)

State-of-the-Art Analysis and Perspectives of China HPC Development in 2020
ZHANG Yunquan,YUAN Liang,YUAN Guoxing,LI Xidai
2020, 2 (6): 1-10 doi:10.11871/jfdc.issn.2096-742X.2020.06.001
Abstract (2014) | HTML (113) | PDF (7190KB) (637)

Building the New Generation of Computing Infrastructure Supporting Technology Innovation
Qian Depei
2020, 2 (1): 1-17 doi:10.11871/jfdc.issn.2096-742X.2020.01.001
Abstract (1069) | HTML (81) | PDF (12713KB) (612)

Key Technologies of Cyber Security Knowledge Graph
LI Xu,LIAN Yifeng,ZHANG Haixia,HUANG kezhen
2021, 3 (3): 9-18 doi:10.11871/jfdc.issn.2096-742X.2021.03.002
Abstract (1947) | HTML (100) | PDF (7105KB) (585)

Research on HPL Parallel Computing Model for a Class of Complex Heterogeneous Supercomputer System
Haitao Zhao, Jiachang Sun, Leisheng Li, Wenhao Yang, Hui Zhao, Huiyuan Li
2020, 2 (1): 85-92 doi:10.11871/jfdc.issn.2096-742X.2020.01.007
Abstract (910) | HTML (18) | PDF (6480KB) (579)

The Data and Computing Platform Is An Important Infrastructure Which Drives Modern Scientific Research Development
Fangyu Liao,Xuehai Hong,Yang Wang,Dawei Chu
2019, 1 (1): 2-10 doi:10.11871/jfdc.issn.2096.742X.2019.01.002
Abstract (1343) | HTML (168) | PDF (7745KB) (562)

A Survey on Network Intrusion Detection Based on Deep Learning
XIAO Jianping,LONG Chun,ZHAO Jing,WEI Jinxia,HU Anlei,DU Guanyao
2021, 3 (3): 59-74 doi:10.11871/jfdc.issn.2096-742X.2021.03.006
Abstract (1092) | HTML (68) | PDF (13043KB) (546)

A Brief Review of Theory and Systematic Technologies for Big Data
Qiangsheng Hua,Zhigao Zheng,Zhenyu Hu,Zhiman Zhong,Changfu Lin,Feng Zhao,Hai Jin,Xuanhua Shi
2019, 1 (1): 22-34 doi:10.11871/jfdc.issn.2096.742X.2019.01.004
Abstract (1163) | HTML (96) | PDF (10220KB) (541)

Earth System Model: CAS-ESM
Zhou Guangqing,Zhang Yunquan,Jiang Jinrong,Zhang He,Wu Baodong,Cao Hang,Wang Tianyi,Hao Huiqun,Zhu Jiawen,Yuan Liang,Zhang Minghua
2020, 2 (1): 38-54 doi:10.11871/jfdc.issn.2096-742X.2020.01.004
Abstract (2351) | HTML (84) | PDF (12318KB) (536)