TOTAL CONTENTS

Abstractive Text Summarization Based on Semantic Alignment Network ······················ WU Shixin, HUANG Degen, LI Jiuyi (1) A Multi-modal Sentiment Recognition Method Based on Multi-task Learning ·········· LIN Zijie, LONG Yunfei, DU Jiachen, et al (7) Robustness of Chinese Machine Reading Comprehension ······························· LI Yeqiu, TANG Hongxuan, QIAN Jin, et al (16) Abstractive Summarization Based on Fine-grained Interpretable Matrix ········ WANG Haonan, GAO Yang , FENG Junlan, et al (23) Multi-turn Conversation Rewriter Model Based on Masked-pointer ················ YANG Shuangtao, FU Bo, YU Chenchen, et al (31) An Antinoise Response Generation for Open Domain Dialogue System ······························· ZHU Qinpei, MIAO Qingliang (38) Syntax-based Code Generation Model with Selective Local Attention

and Pre-order Information LSTM Decoder ··········································· LIANG Wanying, ZHU Jia, WU Zhijie, et al (45) Joint Extraction of Entities and Relations Based on

Hierarchical Sequence Labeling ··················································· TIAN Jialai, LÜ Xueqiang, YOU Xindong, et al (53) Chinese Spelling Correction Method Based on Transformer Local

Information and Syntax Enhancement Architecture ································· DUAN Jianyong, YUAN Yang, WANG Hao (61) Research on the Construction and Application

of Paraphrase Parallel Corpus ················································ WANG Yasong, LIU Mingtong, ZHANG Yujie, et al (68) Object Space Relation Mechanism Fused Image Caption Method ················ WAN Zhang, ZHANG Yujie, LIU Mingtong, et al (75) Unsupervised Syntactically Controllable Paraphrase Network

for Adversarial Example Generation ········································ YANG Erguang, LIU Mingtong, ZHANG Yujie, et al (83) A Review of Entity Linking Research Based on Deep Learning ···················· LI Tianran, LIU Mingtong, ZHANG Yujie, et al (91) Modeling for Dynamic Monitoring of Marine Gas Hydrate Exploitation

Using 4C-OBC Time-lapse Seismic System ············································ ZHU He, HE Tao, LIANG Qianyong, et al (99) Mineralogical Mechanism of Micro-remaining Oil Occurrence: An Example Study

of Middle-low Permeability Sandstone Reservoir of Ordos Basin ··········· WANG Zhelin, SHI Yongmin, PAN Mao, et al (111) Coupled Model Studies of the Tibetan Plateau Effect on the Atlantic Meridional

Overturning Circulation under Different Resolutions ································ SHAO Xing, YANG Haijun, LI Yang, et al (121) Impact of Overflow Pollution on Water Quality in Shenzhen Bay ····················· CHENG Peng, LI Mingyuan, LOU Kai, et al (132) Biogeographic Patterns of Microbial Communities Associated with Syntrophic

Butyrate Degradation in Paddy Soils in Eastern China ···································· FEI Yuanyuan, JIAO Shuo, LU Yahai (143) Change of NDVI during Growing Season and Its Relationship with Climate

in North China and the Adjacent Areas from 1982 to 2014 ·················· ZHANG Xinyue, FENG Yuhao, ZENG Hui, et al (153) Impact of Model Structure and Parameterization Differences

on Evapotranspiration Estimation ················································ ZHAO Wenli, XIONG Yujiu, QIU Guoyu, et al (162) Evaluation and Analysis of Ecosystem Services Value in Beijing-tianjin-hebei

Region Based on Demand Zoning ···················································· TANG Xiumei, LIU Yu, REN Yanmin, et al (173) Research on China’s Carbon Dioxide Emissions Efficiency from 2007 to 2016:

Based on Two Stage Super Efficiency SBM Model and Tobit Model ······· NING Lunchen, ZHENG Wen, ZENG Liang’en (181) Impact of Environmental Regulation on Industy Green Total Factor

Productivity: Mediation Effect of Short-term Liquidity ······························· LIU Jinhui, ZOU Zhendong, QIU Guoyu (189) Dynamics Model of Type 2 Diabetes with Inflammation

in Islets and Treatment Strategies ··························································· LIN Zhili, LEI Lei, LI Changrun, et al (199)

Simulation and Ground Experiment of Deep Dielectric

Charging Effect Monitor ························································· SONG Siyu, YU Xiangqian, CHEN Hongfei, et al (209) Air Flow and Transport Patterns over Baoding-xiong’an Area ···························· LI Hange, CAI Xuhui, KANG Ling, et al (215) Late Smithian (Early Triassic) Fish-bearing Concretions

from Chaohu Area: Geochemistry and Its Significance ························· YU Xin, SUN Zuoyu, MENG Qingqiang, et al (225) INSAR Time Series Analysis Technique Combined with Sequential

Adjustment Method for Monitoring of Surface Deformation ····················· WANG Hui, ZENG Qiming, JIAO Jian, et al (241) Spatial Pattern and Driving Factors of Soil Microbial Biomass Carbon

in Grassland in Northern Agro-pastoral Transition Zone ··············· CHEN Xinyue, YAO Xiaodong, ZENG Wenjing, et al (250) Global Agricultural Development Potential and Population Carrying

Capacity Analysis Based on GIS ······················································ LIANG Shumin, LIU Lan, CUI Qifeng, et al (261) Study on the Start-up and Operation of Partial Nitrification-anammox

in the Actual Landfill Leachate Treatment Project ····························· CHU Yongbao, ZHAO Shaoqi, LIU Sheng, et al (275) Distributions and Risk Assessment of Organochlorine

Pesticides (OCPS) in Tanghe Groundwater ······································· ZHANG Min, WANG Ting, YANG Chao, et al (283) Spatial Mutual Effects between Municipal Infrastructure

Investment and Economic Development ·············································· CHU Jun, LIU Yiming, LIN Xiongbin, et al (291) Effects of Carbon Nanotubes on Formation of Disinfection By-products

during Chlorination of Natural Organic Matters ································ LI Huimin, CHEN Xuejiao, YOU Mingtao, et al (299) Implementing Reduced Form Model to Construct Ozone Isopleths

and Its Application ································································· DU Yunsong, HUANG Ran, WANG Xinlu, et al (311) Simulation of Sub-daily Transpiration Characteristics of Typical

Arbor Trees in Cities Based on Deep Neural Network ························ ZHAO Wenli, QIU Guoyu, XIONG Yujiu, et al (322) Distribution of Heavy Metals in the Upstream of Yellow River

and Ecological Risk Assessment ················································· ZHANG Qian, LIU Xiangwei, SHUI Yong, et al (333) Estimation of Shadow Price of Major Pollutants in China’s Chemical Firms:

An Empirical Analysis Based on Directional Distance Function ·········································· CHEN Xing, XU Jintao (341) Hierarchical Characteristics of River Network in Hanjiang Basin ·························· HUANG Ziye, WANG Yichu, NI Jinren (351) Effects of Altered Plant Detritus Input on Soil Respiration and Its Temperature

Sensitivity in a Pinus sylvestris var. mongolica Plantation ····················· HE Keyi, SHEN Yawen, FENG Jiguang, et al (361) Changes of Surface and Groundwater Reserves in the Narenguole River Basin ············ WANG Yue, WANG Yichu, NI Jinren (371) Research on Supply and Demand of Habitat Maintenance Services:

A Case Study of Beijing-tianjin-hebei Region ····································· WANG Yalin, NIU Mingshuang, SONG Bo (381) Musculature of Cambrian Fossil Embryo Markuelia ··································· LIU Teng, DUAN Baichuan, LIU Jianbo, et al (390) Development and Characterization of Polymorphic Microsatellite

Markers in the Masked Palm Civet (Paguma Larvata) ······················ WANG Di, ZHANG Dan, XIONG Mengyin, et al (395) Study on Temperature Drift of Offset for Full-bridge Magneto

Resistive Sensors ··········································································· YU Xiangqian, LIU Si, XIAO Chijie, et al (401) Direct Synthesis of Graphene on 6H-SIC Assisted

by Carbon Ions Implantation ················································ CHEN Yuhan, ZHAO Ziqiang, ZHAO Yunbiao, et al (407) Meteorological and Pollution Characteristics of PM2.5 under Atmosphric

Circulation Types in Autumn and Winter in Shijiazhuang ··························· XIAO Teng, LIN Tingkun, YAN Yu, et al (414) Algorithm Optimization of First-break Tomography Statics

Based on Large Datasets ························································ LÜ Xuemei, ZHANG Xianbing, KANG Ping, et al (425) Model Inversion of Velocity Structure for Slipstream Submarine

Slide Related to Gas Hydrate ······································································ LAN Kun, ZHU He, HE Tao, et al (435)

REE Distribution Character in Skarn Garnet and Its Geological Implication ····················· WANG Yichuan, DUAN Dengfei (446) Analysis of Pore Properties of Favorable Shale Oil Reservoir

of Chang-7 in Ordos Basin ················································ WANG Xiaowen, GUAN Ping, LIANG Xiaowei, et al (459) Analysis of Formation and Evolution of Salt Diapir in the Contractional Domain of Central Lower

Congo Basin Based on Analogue and Discrete Element Modeling ················· CHENG Peng, LI Jianghai, LIU Zhiqiang (470) Simulation Study on Nitrogen and Phosphorus Reycling Response

of Changing Dissolved Oxygen Concentration in Lake Dianchi ··········· HU Mengchen, ZHU Tao, JIANG Qingsong, et al (481) Ecological Waterway Assessment of Wuhan-anqing Reach of the Yangtze River ······· LIU Nian, LI Tianhong, KUANG Shuya (489) Impact of Successful Bid for Winter Olympics on Perceived

Image in Beijing Tourism Destination ························································ CONG Li, XU Linlin, FANG Xiaoyu (496) Effect of Zeolite on Recovery of Anammox Bacteria Affected by Starvation ······ YU Daodao, SUN Jingqi, HUO Tangran, et al (507) Co-benefits of Decarbonizing China’s Transport Sector in Energy Saving

and Emission Reduction under 1.5- and 2-degree Targets in 2050 ··················· LU Pantao, HAN Yalong, DAI Hancheng (517) Thermophilic Cyanobacteria PKUAC-E542 Phycocyanin Heat Resistance

and Effects of Different Light Conditions on Its Accumulation ················· LI Liheng, LIANG Yuanmei, LI Meijin, et al (529) Spatio-temporal Dynamic Characteristics of Coupling and Coordination of Urbanization

System: Case Study in the Coastal Zone of East China Sea ································· XU Nuanyin, LI Zhijian, ZENG Hui (536) Influence of Propionate on Performance and Community

Structure of an Anammox Reactor ···························································· ZHANG Liyu, QIAO Xuejiao, YU Ke (545) Characteristics of Rural Households’ Livelihood Capital and Its Impact on Life Satisfaction:

Evidence from a Nationwide Survey in 25 Counties of 13 Provinces, China ···· LU Zhiqiang, CAO Guangzhong, LI Guicai (556) Urbanization Effects on Mammal Richness: A Case Study of Yangtze River Delta Urban Agglomeration ··············· LIN Ping (565) Research on Flood Risk Assessment of Floodplains from Huayuankou

to Aishan Section in the Lower Yellow River ······························ SUN Yuhang, CHENG Shupeng, ZHANG Qi, et al (575) Photocatalytic Degradation of Ciprofloxacin by Magnetic

COFE2O4/G-C3N4 Nanocomposites ············································ TAO Huchun, DENG Liping, ZHANG Lijuan, et al (587) Hardware Optimization and Evaluation for Crucial Modules

of Lattice-based Cryptography ······························································ CHEN Zhaohui, MA Yuan, JING Jiwu (595) A Dynamic Graph Convolutional Network Based on Spatial-temporal Modeling ······················ LI Jing, LIU Yu, ZOU Lei (605) Discrimination of Ripe, Unripe and Processed Rape Honey Based on

Nuclear Magnetic Resonance Method with Chemometrics ··························· CHEN Hui, ZHANG Jialin, JU Jing, et al (614) Synthesis of Pyrite FES2 Nanospheres and Study

on the Supercapacitor Performance ····································································· LI Jianzhuo, CHUAN Xiuyun (623) Prediction of Dust Storm Frequency Variation in Inner Mongolia Region

under Global Warming Scenarios ·········································································· YANG Shiyu, WEN Xinyu (632) Prediction of PM2.5 Daily Concentration of Guangzhoubased on Neural Network Algorithms ················· LI Zequn, WEI Jun (645) Three Dimensional Fault Enhancement Technique Based on

Multi-directional Recognition ··············································· AN Shengpei, CHEN Yanyang, LUO Hongmei, et al (653) Response of Leaf Amino Acids of Understory Shrubs to Nitrogen Addition

in Primary Forest and Secondary Forest of Mt. Jianfengling ························ LI Xiuping, AN Lihua, NI Xiaofeng, et al (660) Spatial Distribution and Influencing Factors of Unsafe Charging

for Electric Bicycles in Urban Areas ························································ LIAO Cong, WU Lun, CAI Heng, et al (671) Spatial Distribution Characteristics and Risk Assessment

of Heavy Metals in Shenzhen Coastal Areas ································· ZHANG Haijun, SHI Benning, JIAO Xueyao, et al (679) Quantitative Assessment on Supply-demand Budget of Culture Ecosystem Service:

A Case Study in Pinglu Swan Scenic Spot ····································· YANG Liwen, WANG Dayong, LI Shuangcheng (691) Relations between Structural Properties of Endorheic Rivers and Basin

Characteristics in Eastern Inner Mongolia Plateau ······················································· LIU Danlu, WANG Yichu (699)

Construction Land Expansion and Its Driving Force in Highly

Urbanization Areas: A Case Study of Shenzhen City ·················· WANG Hongliang, GAO Yining, WU Jiansheng, et al (707) Quantitative Source Analysis of Waterlogging on Urban Roads

Based on a 1D and 2D Coupling Waterlogging Model ··················································· WU Junyi, QIN Huapeng (716) Dynamics of Photosynthetic Active Radiation and Photosynthetic Characteristics

of Rice Leaves at Two Canopy Heights ············································· ZHU Ting, KANG Huixing, KE Xinran, et al (723) Isolation and Identification of a 2,4-Dinitrotosylate Degrading

Strain and Its Degradation Characteristics ···································· XU Wenjie, ZHAO Quanlin, LUO Minghan, et al (733) Estimation of Agricultural Non-point Source Pollution Loads Based on

Improved Export Coefficient Model ·············································· HU Qing, GUO Huaicheng, WANG Yuqi, et al (739) Consistency Evaluation of Ecological Carrying Capacity and Industrial

Layout Based on “Three Lines One Permit” Index System ··················· LU Wentao, YIN Caichun, ZHANG Yang, et al (749) Growth Conditions of a Hydrogen-oxidizing Bacterium and

Its Utilization of Different Nitrogen Sources ··································· TAO Huchun, XIE Yong, ZHANG Lijuan, et al (756) Removal of Two Quinolone Antibiotics from Aqueous Solution

by the Municipal Sewage Sludge-based Adsorbent ························ TAO Huchun, GONG Yiwei, ZHANG Lijuan, et al (765) Livestock Keeping of Migrant Households from Perspective of Livelihood and Ecology:

A Case Study in Yushu Tibetan Autonomous Prefecture, Qinghai Province ············ LI Mingjing, QI Yingjun, LI Wenjun (773) Responses of Vegetation Growth to Climate Change in Permafrost

Distribution Region in Northeast China ··································································· LI Yunyun, LIU Hongyan (783) Pruning and Fine-tuning Optimization Method of Convolutional

Neural Network Based on Global Information ················································ SUN Wenyu, CAO Jian, LI Pu, et al (790) Application of Particle Swarm Optimization on the Multi-body System

Dynamics with Singular Positions ····················································· YANG Liusong, YAO Wenli, XUE Shifeng (795) Estimation of Area of Completed Houses Based on Statistical Yearbooks

and Online Big Data ·································································· YUAN Wen, WANG Jun, SHEN Hongyi, et al (804) A Charge Recycling Scheme with Read and Write Assist

for Low Power SRAM Design ··············································· ZHANG Hanzun, JIA Song, YANG Jiancheng, et al (815) Floor Plan Arrangement Based on Wafer-to-wafer Bond Product ····················· YIN Zhuo, SU Yueyang, LUO Daiyan, et al (823) Research of Sleep Staging Algorithms Based on

ECG and Body Motion Signals ······················································ LIU Zhong, WANG Xin’an, LI Qiuping, et al (833) Correlation Analysis of Electromagnetic Disturbance

and Earthquakes Based on AETA ······································ YONG Shanshan, WANG Xin’an, GUO Qinmeng, et al (841) Redescription of Chaohuperleidus Primus (Actinopterygii, Perleidiformes)

from Lower Triassic of Anhui Province, South China ··································· DAI Yanlin, SUN Zuoyu, LU Hao, et al (852) Diverse Mechanism of the Tibetan Plateau Effect on the North Atlantic

Deep Water Formation on Seasonal Timescale ························································· SHAO Xing, YANG Haijun (865) Accessibility of Public Service Facilities in Beijing

and Its Impact on Housing Prices ······························································· LI Ranhao, GONG Shize, Gao Yong (875) Travel Movement Pattern Extraction Based on Social Media Data ······················ SUN Qi, ZHANG Yi, ZHAO Pengfei, et al (885) Effects of Microplastics and PFOS Co-exposure on the Filtration

Rate and Antioxidant System of Perna viridis ····································· XU Peng, Muhammad Junaid, LIU Yan, et al (894) Salinity Influencing the Formation of Special Niches of Bacterioplankton

in Pearl River Estuary, China ····································································· MEI Siyu, YU Ke, CHEN Baowei (903) Climate, Health Impacts, and Social Costs of Electric Vehicles in China:

A Cost-benefit Analysis ······································································ HU Yuhan, JIN Yana, ZHANG Shiqiu (916)

Microbial Structure and Function of Activated Sludge

in Landfill Leachate Treatment Plant ·················································· ZHANG Xue, QIAO Xuejiao, SU Jia, et al (927) Forecasting Ozone and PM2.5 Pollution Potentials Using Machine

Learning Algorithms: A Case Study in Chengdu ························ WANG Xinlu, HUANG Ran, ZHANG Wenxian, et al (938) Optimization of Energy Consumption Right Quotas through the Consideration

of Responsibility Transfer Among Industrial Sectors ······························································· YANG Shunshun (951) Spatial Evolution Characteristics and Influence Mechanism of Retail Businesses in National New Area:

Evidence from Liangjiang New Area of Chongqing ································· HUANG Shengyi, CHAO Heng, LI Guicai (963) Study on Characteristics of Three-dimensional Cool Island Effect

and Evapotranspiration Contribution of Individual Urban Tree ············ WEN Haiyan, YAN Chunhua, GAO Huihui, et al (975) Impact of Socioeconomic Status Expectation on the Academic

Achievement among Rural Students ·········································································· DAI Yuwan, HOU Yubo (983) A Regularization Based Nonlinear Self-interference Suppression

Method for Full Duplex Communication Systems ······························· GUAN Pengxin, WANG Yiru, ZHAO Yuping (991) Research on Indonesia Ms 7.4 Earthquake Based on Data

of Zhangheng-1 Electromagnetic Satellite ································ YANG Chao, YONG Shanshan, WANG Xin’an, et al (997) Impact of Temporal and Spatial Resolution of CALMET on the

Simulated Concentration Fields of CALPUFF ······························· KANG Ling, ZHU Hao, HUANG Qianqian, et al (1006) Experimental Study on the Turbulence Characteristics and Flux Acquisition of PM2.5 REN Yan, LI Qianhui, ZHANG Hongsheng, et al (1019)

········································································· Spatial-temporal Distribution of Aerosol Optical Depth

over Northeastern China During 2000‒2019 ················································ HAN Yang, KANG Ling, SONG Yu (1027) Correction of Measured Speed of Ott-parsivel on Unstable Platform ·········· LIU Junhui, LIU Xiaoyang, TANG Jishun, et al (1035) Vertical Distribution Characteristics of Raindrop Size Distribution

at Lower Atmospheric Boundary Layer in Beijing ···························· TANG Jishun, LIU Xiaoyang, LIU Junhui, et al (1045) Heavy Minerals Characteristics, U-PB Geochronology and Provenance Analysis

of Neogene Shawan Formation in Chepaizi Uplift, Junggar Basin ··········· LI Yan, WU Chaodong, ZHANG Xuecai, et al (1058) Spring Predictability Barrier Phenomenon in ENSO Prediction Model

Based on LSTM Deep Learning Algorithm ····································· ZHOU Pei, HUANG Yingjie, HU Bingyi, et al (1071) Phase Transitions and Compressibility of Ilvaite at High Pressures ··········· WU Shenhui, HUANG Shengxuan, QIN Fei, et al (1079) Study on Metallogenic Mechanism of the Tremolite Jade Deposit in Jiubagou, Qinghai Province ··········· LI Yifan, LAI Yong (1087) Dimensionality Reduced Virtual Event Method to Suppress

Internal Multiples for Land Seismic Data ······································· XIE Fei, AN Shengpei, ZHU Chenghong, et al (1101) Emotional Characteristics and Influencing Factors of Urban Park Users:

A Case Study of South China Botanical Garden and Yuexiu Park ··········· FU Hongpeng, WANG Zhifang, JIE Hua, et al (1108) Spatial-temporal Characteristics and Pattern Evolution of Rural Territorial

Multi-functions in Wannian County, Jiangxi Province ·························· WANG Yanan, PU Jinfang, GAO Yang, et al (1121) Influencing Factors of Carbon Emissions from Transportation in China:

Empirical Analysis Based on Two-level Econometrics Method ································ WANG Jingtian, MA Xiaoming (1133) Spatial Fitness of Urban Public Resources and Population Distribution:

Taking Shenzhen as an Example ········································· WANG Hongliang, WU Jiansheng, GAO Yining, et al (1143) Water Conservation Function of Mountainous City in Western Yunnan:

A Case Study of Baoshan City ························································ CHEN Wenhua, XU Juan, LI Shuangcheng (1153) Dust Storms Forward Trajectories and Influence Range over the Mu Us Desert ··········· HU Wenjie, MA Li, WU Xiuqin, et al (1161) Housing Class of the Migrants in China ········································································· CAO Jiyang, GONG Yue (1172)