The use of Web 2.0 and geoprocessing services to support geoscientific workflows. - Ziheng Sun; Peng Yue (Geoinformatics, 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)

A provenance framework for Web geoprocessing workflows. - Peng Yue; Ziheng Sun; Jianya Gong; Liping Di; Xianchang Lu (IGARSS, 2011)

Ontology-supported complex feature discovery in a web service environment. - Liping Di; Peng Yue; Ziheng Sun (IGARSS, 2012)

GeoPWTManager: a task-oriented web geoprocessing system. - Ziheng Sun; Peng Yue; Liping Di (Comput. Geosci., 2012)

A Task Ontology Driven Approach for Live Geoprocessing in a Service-Oriented Environment. - Ziheng Sun; Peng Yue; Xianchang Lu; Xi Zhai; Lei Hu 001 (Trans. GIS, 2012)

GeoPWProv: Interleaving Map and Faceted Metadata for Provenance Visualization and Navigation. - Ziheng Sun; Peng Yue; Lei Hu 001; Jianya Gong; Liangpei Zhang 001; Xianchang Lu (IEEE Trans. Geosci. Remote. Sens., 2013)

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)

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)

Coupling of Earth science models and earth observations through OGC interoperability specifications. - Liping Di; Ziheng Sun; Eugene Yu; Jia Song 001; Daniel Q. Tong; Haosheng Huang; Xiaoqing Wu; Ben Domenico (IGARSS, 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 001; Xinyue Ye; Zongyao Sha; Ziheng Sun; Weishu Gong; Yuanzheng Shao; Cheng Huang (Environ. Model. Softw., 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)

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)

Developing geospatial Web service and system for SMAP soil moisture monitoring. - Lei Hu 001; Liping Di; Eugene Yu; Peng Yue; Junmei Tang; Li Lin 002; Chen Zhang 014; Ziheng Sun; Ruiheng Hu; Ranjay Shrestha; Md. Shahinoor Rahman (Agro-Geoinformatics, 2017)

Extract flood duration from Dartmouth Flood Observatory flood product. - Li Lin 002; Liping Di; Eugene Genong Yu; Junmei Tang; Ranjay Shrestha; Md. Shahinoor Rahman; Lingjun Kang; Ziheng Sun; Chen Zhang 014; Lei Hu 001; Guangyuan Yang; Zhengwei Yang 002 (Agro-Geoinformatics, 2017)

Establish cyberinfrastructure to facilitate agricultural drought monitoring. - Ziheng Sun; Liping Di; Chen Zhang 014; Hui Fang; Eugene Yu; Li Lin 002; Xicheng Tan; Liying Guo; Zhongxin Chen; Peng Yue; Lili Jiang 001; Ziao Liu (Agro-Geoinformatics, 2017)

Building robust geospatial web services for agricultural information extraction and sharing. - Ziheng Sun; Liping Di; Chen Zhang 014; Hui Fang; Eugene Yu; Li Lin 002; Junmei Tang; Xicheng Tan; Ziao Liu; Lili Jiang 001; Liying Guo; Zhongxin Chen; et al. (Agro-Geoinformatics, 2017)

Spatial-temporal variation of NPP of vegetation in Xuzhou city based on TM data. - Jiahui Wang; Liang Liang 006; Xiang Luo; Jialing Li; Liping Di; Meixia Deng; Ziheng Sun; Li Lin 002 (Agro-Geoinformatics, 2017)

Integrating OGC Web Processing Service with cloud computing environment for Earth Observation data. - Chen Zhang 014; Liping Di; Ziheng Sun; Eugene G. Yu; Lei Hu 001; Li Lin 002; Junmei Tang; Md. Shahinoor Rahman (Agro-Geoinformatics, 2017)

Parallel Agent-as-a-Service (P-AaaS) Based Geospatial Service in the Cloud. - Xicheng Tan; Song Guo; Liping Di; Meixia Deng; Fang Huang 001; Xinyue Ye; Ziheng Sun; Weishu Gong; Zongyao Sha; Shaoming Pan (Remote. Sens., 2017)

GeoFairy: Towards a one-stop and location based Service for Geospatial Information Retrieval. - Ziheng Sun; Liping Di; Gil Heo; Chen Zhang 014; Hui Fang; Peng Yue; Lili Jiang 001; Xicheng Tan; Liying Guo; Li Lin 002 (Comput. Environ. Urban Syst., 2017)

Using Machine Learning Approach to Evaluate the PM2.5 Concentrations in China from 1998 to 2016. - Li Lin 002; Liping Di; Ruixing Yang; Chen Zhang 014; Eugene Yu; Md. Shahinoor Rahman; Ziheng Sun; Junmei Tang (Agro-Geoinformatics, 2018)

Land Use and Land Cover Classification for Bangladesh 2005 on Google Earth Engine. - Zhiqi Yu; Liping Di; Junmei Tang; Chen Zhang 014; Li Lin 002; Eugene Genong Yu; Md. Shahinoor Rahman; Juozas Gaigalas; Ziheng Sun (Agro-Geoinformatics, 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 014; Cora Virgei; Hui Fang; Eugene Yu; Xicheng Tan; Peng Yue; Li Lin 002 (Earth Sci. Informatics, 2018)

VCI-based Analysis of Spatio-temporal Variations of Spring Drought in China from 1981 to 2015. - Liang Liang 006; Di Geng; Ting Huang; Liping Di; Li Lin 002; Ziheng Sun (Agro-Geoinformatics, 2019)

Building Near-Real-Time MODIS Data Fusion Workflow to Support Agricultural Decision-making Applications. - Li Lin 002; Liping Di; Chen Zhang 014; Liying Guo; Junmei Tang; Eugene Yu; Md. Shahinoor Rahman; Haoteng Zhao; Zhiqi Yu; Ziheng Sun; Juozas Gaigalas (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 014; Li Lin 002; Zhiqi Yu; Shaobo Zhong; et al. (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 002; Chen Zhang 014; Md. Shahinoor Rahman; Haoteng Zhao; Juozas Gaigalas; Eugene Genong Yu; Ziheng Sun (Agro-Geoinformatics, 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 (Agro-Geoinformatics, 2019)

SUIS: Simplify the use of geospatial web services in environmental modelling. - Ziheng Sun; Liping Di; Juozas Gaigalas (Environ. Model. Softw., 2019)

Exploring cloud-based Web Processing Service: A case study on the implementation of CMAQ as a Service. - Chen Zhang 014; Liping Di; Ziheng Sun; Li Lin 002; Eugene Yu; Juozas Gaigalas (Environ. Model. Softw., 2019)

Advanced Cyberinfrastructure to Enable Search of Big Climate Datasets in THREDDS. - Juozas Gaigalas; Liping Di; Ziheng Sun (ISPRS Int. J. Geo Inf., 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 001; Jinchuan Wang; Ziheng Sun; Yahya Ali Khan (ISPRS Int. J. Geo Inf., 2019)

County-Level Soybean Yield Prediction Using Deep CNN-LSTM Model. - Jie Sun 029; Liping Di; Ziheng Sun; Yonglin Shen; Zulong Lai (Sensors, 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)

Design of Fine-grained Plant Dataset and A Plant Image Acquisition Tool. - Weilin Wan 002; Bingyu Tang; Ziheng Sun; Haochen Ye (IEEE BigData, 2020)

Advanced cyberinfrastructure for intercomparison and validation of climate models. - Ziheng Sun; Liping Di; Benjamin Cash; Juozas Gaigalas (Environ. Model. Softw., 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)

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)

Estimation of GDP Using Deep Learning With NPP-VIIRS Imagery and Land Cover Data at the County Level in CONUS. - Jie Sun 029; Liping Di; Ziheng Sun; Jieyong Wang; Yingdan Wu (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

Multilevel Deep Learning Network for County-Level Corn Yield Estimation in the U.S. Corn Belt. - Jie Sun 029; Zulong Lai; Liping Di; Ziheng Sun; Jianbin Tao; Yonglin Shen (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

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 (Agro-Geoinformatics, 2021)

Intercomparison of Agricultural Drought Monitoring Products. - Ziheng Sun; Liping Di (Agro-Geoinformatics, 2021)

A Review of Smart Irrigation Decision Support Systems. - Ziheng Sun; Liping Di (Agro-Geoinformatics, 2021)

Impacts of Soil Moisture on Crop Health: A Remote Sensing Perspective. - Haoteng Zhao; Liping Di; Ziheng Sun; Pengyu Hao; Eugene Yu; Chen Zhang 014; Li Lin 002 (Agro-Geoinformatics, 2021)

Crop-CASMA - A Web GIS Tool for Cropland Soil Moisture Monitoring and Assessment Based on SMAP Data. - Zhengwei Yang 002; Chen Zhang 014; Haoteng Zhao; Ziheng Sun; Rajat Bindlish; Pang-Wei Liu; Andreas Colliander; Rick Mueller; Liping Di; Wade T. Crow; Rolf Reichle (IGARSS, 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)

Validation and Calibration of HRLDAS Soil Moisture Products in Nebraska. - Haoteng Zhao; Liping Di; Ziheng Sun; Eugene Yu; Chen Zhang 014; Li Lin 002 (Agro-Geoinformatics, 2022)

EFD: A New Benchmark for Load Identification and Energy Disaggregation. - Ziheng Sun; Haochen Ye; Kangliang Liu (IEEE Big Data, 2022)

Using Geoweaver to Make Snow Mapping Workflow FAIR. - Ahmed Alnaim; Ziheng Sun (e-Science, 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 014; Zhengwei Yang 002; Haoteng Zhao; Ziheng Sun; Liping Di; Rajat Bindlish; Pang-Wei Liu; Andreas Colliander; Rick Mueller; Wade T. Crow; Rolf H. Reichle; John D. Bolten; et al. (Int. J. Appl. Earth Obs. Geoinformation, 2022)

A review of Earth Artificial Intelligence. - Ziheng Sun; Laura Sandoval; Robert Crystal-Ornelas; S. Mostafa Mousavi; Jinbo Wang 002; Cindy Lin; Nicoleta Cristea; Daniel Q. Tong; Wendy Hawley Carande; Xiaogang Ma 001; Yuhan Rao; James A. Bednar; et al. (Comput. Geosci., 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)

Evaluating Machine Learning and Remote Sensing in Monitoring NO2 Emission of Power Plants. - Ahmed Alnaim; Ziheng Sun; Daniel Q. Tong (Remote. Sens., 2022)

Lovász Principle for Unsupervised Graph Representation Learning. - Ziheng Sun; Chris Ding; Jicong Fan 001 (NeurIPS, 2023)

A Review of Practical AI for Remote Sensing in Earth Sciences. - Bhargavi Janga; Gokul Asamani; Ziheng Sun; Nicoleta Cristea (Remote. Sens., 2023)

Utility of the Python package Geoweaver_cwl for improving workflow reusability: an illustration with multidisciplinary use cases. - Amruta Kale; Ziheng Sun; Xiaogang Ma 001 (Earth Sci. Informatics, 2023)

Learning Graph Representation via Graph Entropy Maximization. - Ziheng Sun; Xudong Wang; Chris Ding; Jicong Fan 001 (ICML, 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; et al. (CoRR, 2024)

K-means Derived Unsupervised Feature Selection using Improved ADMM. - Ziheng Sun; Chris Ding; Jicong Fan 001 (CoRR, 2024)

Back To The Future: A Hybrid Transformer-XGBoost Model for Action-oriented Future-proofing Nowcasting. - Ziheng Sun (CoRR, 2024)

PyGeoweaver: Tangible workflow tool for enhancing scientific research productivity and FAIRness. - Gokul Prathin; Ziheng Sun; Sanjana Achan (SoftwareX, 2024)

Explainable Graph Representation Learning via Graph Pattern Analysis. - Xudong Wang; Ziheng Sun; Chris Ding; Jicong Fan 001 (IJCAI, 2025)

Learnable Kernel Density Estimation for Graphs. - Xudong Wang; Ziheng Sun; Chris Ding; Jicong Fan 001 (CoRR, 2025)

GraphProp: Training the Graph Foundation Models using Graph Properties. - Ziheng Sun; Qi Feng; Lehao Lin; Chris Ding; Jicong Fan 001 (CoRR, 2025)