Ziheng Sun

According to our database, Ziheng Sun authored at least 60 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

PyGeoweaver: Tangible workflow tool for enhancing scientific research productivity and FAIRness.

Gokul Prathin, Ziheng Sun, Sanjana Achan

SoftwareX, 2024

Applying the FAIR Principles to Computational Workflows.

Sean R. Wilkinson, Meznah Aloqalaa, Khalid Belhajjame, Michael R. Crusoe, Bruno de Paula Kinoshita, Luiz Gadelha, Daniel Garijo, Ove Johan Ragnar Gustafsson, Nick S. Juty, Sehrish Kanwal, Farah Zaib Khan, Johannes Köster, Karsten Peters-von Gehlen, Line Pouchard, Randy K. Rannow, Stian Soiland-Reyes, Nicola Soranzo, Shoaib Sufi, Ziheng Sun, Baiba Vilne, Merridee A. Wouters, Denis Yuen, Carole A. Goble

CoRR, 2024

Learning Graph Representation via Graph Entropy Maximization.

Ziheng Sun, Xudong Wang, Chris Ding, Jicong Fan

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Utility of the Python package Geoweaver_cwl for improving workflow reusability: an illustration with multidisciplinary use cases.

Amruta Kale, Ziheng Sun, Xiaogang Ma

Earth Sci. Informatics, September, 2023

A Review of Practical AI for Remote Sensing in Earth Sciences.

Bhargavi Janga, Gokul Asamani, Ziheng Sun, Nicoleta Cristea

Remote. Sens., August, 2023

Lovász Principle for Unsupervised Graph Representation Learning.

Ziheng Sun, Chris Ding, Jicong Fan

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Evaluating Machine Learning and Remote Sensing in Monitoring NO2 Emission of Power Plants.

Ahmed Alnaim, Ziheng Sun, Daniel Q. Tong

Remote. Sens., 2022

WaterSmart-GIS: A Web Application of a Data Assimilation Model to Support Irrigation Research and Decision Making.

Haoteng Zhao, Liping Di, Ziheng Sun

ISPRS Int. J. Geo Inf., 2022

A review of Earth Artificial Intelligence.

Ziheng Sun, Laura Sandoval, Robert Crystal-Ornelas, S. Mostafa Mousavi, Jinbo Wang, Cindy Lin, Nicoleta Cristea, Daniel Q. Tong, Wendy Hawley Carande, Xiaogang Ma, Yuhan Rao, James A. Bednar, Amanda Tan, Jianwu Wang, Sanjay Purushotham, Thomas E. Gill, Julien Chastang, Daniel Howard, Benjamin Holt, Chandana Gangodagamage, Peisheng Zhao, Zachary Chester, Javier Orduz, Aji John

Comput. Geosci., 2022

Crop-CASMA: A web geoprocessing and map service based architecture and implementation for serving soil moisture and crop vegetation condition data over U.S. Cropland.

Chen Zhang, Zhengwei Yang, Haoteng Zhao, Ziheng Sun, Liping Di, Rajat Bindlish, Pang-Wei Liu, Andreas Colliander, Rick Mueller, Wade T. Crow, Rolf H. Reichle, John D. Bolten, Simon H. Yueh

Int. J. Appl. Earth Obs. Geoinformation, 2022

Using Geoweaver to Make Snow Mapping Workflow FAIR.

Ahmed Alnaim, Ziheng Sun

Proceedings of the 18th IEEE International Conference on e-Science, 2022

EFD: A New Benchmark for Load Identification and Energy Disaggregation.

Ziheng Sun, Haochen Ye, Kangliang Liu

Proceedings of the IEEE International Conference on Big Data, 2022

Validation and Calibration of HRLDAS Soil Moisture Products in Nebraska.

Haoteng Zhao, Liping Di, Ziheng Sun, Eugene Yu, Chen Zhang, Li Lin

Proceedings of the 10th International Conference on Agro-geoinformatics, 2022

2021

GeoFairy2: A Cross-Institution Mobile Gateway to Location-Linked Data for In-Situ Decision Making.

Ziheng Sun, Liping Di, Sreten Cvetojevic, Zhiqi Yu

ISPRS Int. J. Geo Inf., 2021

Crop-CASMA - A Web GIS Tool for Cropland Soil Moisture Monitoring and Assessment Based on SMAP Data.

Zhengwei Yang, Chen Zhang, Haoteng Zhao, Ziheng Sun, Rajat Bindlish, Pang-Wei Liu, Andreas Colliander, Rick Mueller, Liping Di, Wade T. Crow, Rolf Reichle

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Impacts of Soil Moisture on Crop Health: A Remote Sensing Perspective.

Haoteng Zhao, Liping Di, Ziheng Sun, Pengyu Hao, Eugene Yu, Chen Zhang, Li Lin

Proceedings of the 9th International Conference on Agro-Geoinformatics, 2021

A Review of Smart Irrigation Decision Support Systems.

Ziheng Sun, Liping Di

Proceedings of the 9th International Conference on Agro-Geoinformatics, 2021

Intercomparison of Agricultural Drought Monitoring Products.

Ziheng Sun, Liping Di

Proceedings of the 9th International Conference on Agro-Geoinformatics, 2021

Using machine learning and trapezoidal model to derive All-weather ET from Remote sensing Images and Meteorological Data.

Pengyu Hao, Liping Di, Eugene Yu, Liying Guo, Ziheng Sun, Haoteng Zhao

Proceedings of the 9th International Conference on Agro-Geoinformatics, 2021

2020

Multilevel Deep Learning Network for County-Level Corn Yield Estimation in the U.S. Corn Belt.

Jie Sun, Zulong Lai, Liping Di, Ziheng Sun, Jianbin Tao, Yonglin Shen

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Estimation of GDP Using Deep Learning With NPP-VIIRS Imagery and Land Cover Data at the County Level in CONUS.

Jie Sun, Liping Di, Ziheng Sun, Jieyong Wang, Yingdan Wu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Deep Learning Classification for Crop Types in North Dakota.

Ziheng Sun, Liping Di, Hui Fang, Annie Burgess

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Geoweaver: Advanced Cyberinfrastructure for Managing Hybrid Geoscientific AI Workflows.

Ziheng Sun, Liping Di, Annie Burgess, Jason A. Tullis, Andrew B. Magill

ISPRS Int. J. Geo Inf., 2020

Advanced cyberinfrastructure for intercomparison and validation of climate models.

Ziheng Sun, Liping Di, Benjamin Cash, Juozas Gaigalas

Environ. Model. Softw., 2020

Design of Fine-grained Plant Dataset and A Plant Image Acquisition Tool.

Weilin Wan, Bingyu Tang, Ziheng Sun, Haochen Ye

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

Investigating the Long-Term Spatial and Temporal Characteristics of Vegetative Drought in the Contiguous United States.

Shaobo Zhong, Liping Di, Ziheng Sun, Zhanya Xu, Liying Guo

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

County-Level Soybean Yield Prediction Using Deep CNN-LSTM Model.

Jie Sun, Liping Di, Ziheng Sun, Yonglin Shen, Zulong Lai

Sensors, 2019

Distributed Geoscience Algorithm Integration Based on OWS Specifications: A Case Study of the Extraction of a River Network.

Xicheng Tan, Liping Di, Yanfei Zhong, Nengcheng Chen, Fang Huang, Jinchuan Wang, Ziheng Sun, Yahya Ali Khan

ISPRS Int. J. Geo Inf., 2019

Advanced Cyberinfrastructure to Enable Search of Big Climate Datasets in THREDDS.

Juozas Gaigalas, Liping Di, Ziheng Sun

ISPRS Int. J. Geo Inf., 2019

Exploring cloud-based Web Processing Service: A case study on the implementation of CMAQ as a Service.

Chen Zhang, Liping Di, Ziheng Sun, Li Lin, Eugene Yu, Juozas Gaigalas

Environ. Model. Softw., 2019

SUIS: Simplify the use of geospatial web services in environmental modelling.

Ziheng Sun, Liping Di, Juozas Gaigalas

Environ. Model. Softw., 2019

Global vegetative drought trend and variability analysis from long-term remotely sensed data.

Shaobo Zhong, Zhanya Xu, Ziheng Sun, Eugene Yu, Liying Guo, Liping Di

Proceedings of the 8th International Conference on Agro-Geoinformatics, 2019

Selection of Landsat 8 OLI Band Combinations for Land Use and Land Cover Classification.

Zhiqi Yu, Liping Di, Ruixing Yang, Junmei Tang, Li Lin, Chen Zhang, Md. Shahinoor Rahman, Haoteng Zhao, Juozas Gaigalas, Eugene Genong Yu, Ziheng Sun

Proceedings of the 8th International Conference on Agro-Geoinformatics, 2019

Advanced Cyberinfrastructure for Agricultural Drought Monitoring.

Ziheng Sun, Liping Di, Hui Fang, Liying Guo, Eugene Yu, Junmei Tang, Haoteng Zhao, Juozas Gaigalas, Chen Zhang, Li Lin, Zhiqi Yu, Shaobo Zhong, Xiaoping Wang, Xicheng Tan, Lili Jiang, Zhongxin Chen, Zhanya Xu, Jie Sun

Proceedings of the 8th International Conference on Agro-Geoinformatics, 2019

Building Near-Real-Time MODIS Data Fusion Workflow to Support Agricultural Decision-making Applications.

Li Lin, Liping Di, Chen Zhang, Liying Guo, Junmei Tang, Eugene Yu, Md. Shahinoor Rahman, Haoteng Zhao, Zhiqi Yu, Ziheng Sun, Juozas Gaigalas

Proceedings of the 8th International Conference on Agro-Geoinformatics, 2019

VCI-based Analysis of Spatio-temporal Variations of Spring Drought in China from 1981 to 2015.

Liang Liang, Di Geng, Ting Huang, Liping Di, Li Lin, Ziheng Sun

Proceedings of the 8th International Conference on Agro-Geoinformatics, 2019

2018

CyberConnector: a service-oriented system for automatically tailoring multisource Earth observation data to feed Earth science models.

Ziheng Sun, Liping Di, Haosheng Hao, Xiaoqing Wu, Daniel Q. Tong, Chen Zhang, Cora Virgei, Hui Fang, Eugene Yu, Xicheng Tan, Peng Yue, Li Lin

Earth Sci. Informatics, 2018

Land Use and Land Cover Classification for Bangladesh 2005 on Google Earth Engine.

Zhiqi Yu, Liping Di, Junmei Tang, Chen Zhang, Li Lin, Eugene Genong Yu, Md. Shahinoor Rahman, Juozas Gaigalas, Ziheng Sun

Proceedings of the 2018 7th International Conference on Agro-geoinformatics (Agro-geoinformatics), 2018

Using Machine Learning Approach to Evaluate the PM2.5 Concentrations in China from 1998 to 2016.

Li Lin, Liping Di, Ruixing Yang, Chen Zhang, Eugene Yu, Md. Shahinoor Rahman, Ziheng Sun, Junmei Tang

Proceedings of the 2018 7th International Conference on Agro-geoinformatics (Agro-geoinformatics), 2018

2017

GeoFairy: Towards a one-stop and location based Service for Geospatial Information Retrieval.

Ziheng Sun, Liping Di, Gil Heo, Chen Zhang, Hui Fang, Peng Yue, Lili Jiang, Xicheng Tan, Liying Guo, Li Lin

Comput. Environ. Urban Syst., 2017

Parallel Agent-as-a-Service (P-AaaS) Based Geospatial Service in the Cloud.

Xicheng Tan, Song Guo, Liping Di, Meixia Deng, Fang Huang, Xinyue Ye, Ziheng Sun, Weishu Gong, Zongyao Sha, Shaoming Pan

Remote. Sens., 2017

Integrating OGC Web Processing Service with cloud computing environment for Earth Observation data.

Chen Zhang, Liping Di, Ziheng Sun, Eugene G. Yu, Lei Hu, Li Lin, Junmei Tang, Md. Shahinoor Rahman

Proceedings of the 2017 6th International Conference on Agro-Geoinformatics, 2017

Spatial-temporal variation of NPP of vegetation in Xuzhou city based on TM data.

Jiahui Wang, Liang Liang, Xiang Luo, Jialing Li, Liping Di, Meixia Deng, Ziheng Sun, Li Lin

Proceedings of the 2017 6th International Conference on Agro-Geoinformatics, 2017

Building robust geospatial web services for agricultural information extraction and sharing.

Ziheng Sun, Liping Di, Chen Zhang, Hui Fang, Eugene Yu, Li Lin, Junmei Tang, Xicheng Tan, Ziao Liu, Lili Jiang, Liying Guo, Zhongxin Chen, Peng Yue

Proceedings of the 2017 6th International Conference on Agro-Geoinformatics, 2017

Establish cyberinfrastructure to facilitate agricultural drought monitoring.

Ziheng Sun, Liping Di, Chen Zhang, Hui Fang, Eugene Yu, Li Lin, Xicheng Tan, Liying Guo, Zhongxin Chen, Peng Yue, Lili Jiang, Ziao Liu

Proceedings of the 2017 6th International Conference on Agro-Geoinformatics, 2017

Extract flood duration from Dartmouth Flood Observatory flood product.

Li Lin, Liping Di, Eugene Genong Yu, Junmei Tang, Ranjay Shrestha, Md. Shahinoor Rahman, Lingjun Kang, Ziheng Sun, Chen Zhang, Lei Hu, Guangyuan Yang, Zhengwei Yang

Proceedings of the 2017 6th International Conference on Agro-Geoinformatics, 2017

Developing geospatial Web service and system for SMAP soil moisture monitoring.

Lei Hu, Liping Di, Eugene Yu, Peng Yue, Junmei Tang, Li Lin, Chen Zhang, Ziheng Sun, Ruiheng Hu, Ranjay Shrestha, Md. Shahinoor Rahman

Proceedings of the 2017 6th International Conference on Agro-Geoinformatics, 2017

2016

Developing a web-based system for supervised classification of remote sensing images.

Ziheng Sun, Hui Fang, Liping Di, Peng Yue, Xicheng Tan, Yuqi Bai

GeoInformatica, 2016

Realizing parameterless automatic classification of remote sensing imagery using ontology engineering and cyberinfrastructure techniques.

Ziheng Sun, Hui Fang, Liping Di, Peng Yue

Comput. Geosci., 2016

Agent-as-a-service-based geospatial service aggregation in the cloud: A case study of flood response.

Xicheng Tan, Liping Di, Meixia Deng, Fang Huang, Xinyue Ye, Zongyao Sha, Ziheng Sun, Weishu Gong, Yuanzheng Shao, Cheng Huang

Environ. Model. Softw., 2016

Coupling of Earth science models and earth observations through OGC interoperability specifications.

Liping Di, Ziheng Sun, Eugene Yu, Jia Song, Daniel Q. Tong, Haosheng Huang, Xiaoqing Wu, Ben Domenico

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015

Regular Shape Similarity Index: A Novel Index for Accurate Extraction of Regular Objects From Remote Sensing Images.

Ziheng Sun, Hui Fang, Meixia Deng, Aijun Chen, Peng Yue, Liping Di

IEEE Trans. Geosci. Remote. Sens., 2015

2014

Automation of Customized and Near-Real-Time Vegetation Condition Index Generation Through Cyberinfrastructure-Based Geoprocessing Workflows.

Ziheng Sun, Chunming Peng, Meixia Deng, Aijun Chen, Peng Yue, Hui Fang, Liping Di

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

2013

GeoPWProv: Interleaving Map and Faceted Metadata for Provenance Visualization and Navigation.

Ziheng Sun, Peng Yue, Lei Hu, Jianya Gong, Liangpei Zhang, Xianchang Lu

IEEE Trans. Geosci. Remote. Sens., 2013

2012

A Task Ontology Driven Approach for Live Geoprocessing in a Service-Oriented Environment.

Ziheng Sun, Peng Yue, Xianchang Lu, Xi Zhai, Lei Hu

Trans. GIS, 2012

GeoPWTManager: a task-oriented web geoprocessing system.

Ziheng Sun, Peng Yue, Liping Di

Comput. Geosci., 2012

Ontology-supported complex feature discovery in a web service environment.

Liping Di, Peng Yue, Ziheng Sun

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011

A provenance framework for Web geoprocessing workflows.

Peng Yue, Ziheng Sun, Jianya Gong, Liping Di, Xianchang Lu

Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

2010

GeoPW: Laying Blocks for the Geospatial Processing Web.

Peng Yue, Jianya Gong, Liping Di, Jie Yuan, Lizhi Sun, Ziheng Sun, Qian Wang

Trans. GIS, 2010

The use of Web 2.0 and geoprocessing services to support geoscientific workflows.

Ziheng Sun, Peng Yue

Proceedings of the 18th International Conference on Geoinformatics: GIScience in Change, 2010