Chen Zhang

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 48

Top Topics

Machine Learning

Top Venues

Agro-Geoinformatics

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

Comput. Electron. Agric.

Publications

Hui Li, Liping Di, Chen Zhang, Li Lin, Liying Guo, Eugene G. Yu, Zhengwei Yang
Automated In-Season Crop-Type Data Layer Mapping Without Ground Truth for the Conterminous United States Based on Multisource Satellite Imagery. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Md Didarul Islam, Liping Di, Chen Zhang, Ruixin Yang, John J. Qu, Daniel Q. Tong, Liying Guo, Li Lin, Aran Pandey
A Decision Rule and Machine Learning-Based Hybrid Approach for Automated Land-Cover Type Local Climate Zones (LCZs) Mapping Using Multi-Source Remote Sensing Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Li Lin, Liping Di, Chen Zhang, Liying Guo
The Global Land Surface Temperature Change in the 21st Century - A Satellite Remote Sensing Based Assessment. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Chen Zhang, Liping Di, Li Lin, Haoteng Zhao, Hui Li, Anna Yang, Liying Guo, Zhengwei Yang
Cyberinformatics tool for in-season crop-specific land cover monitoring: Design, implementation, and applications of iCrop. Comput. Electron. Agric. 213 (2023)
Hui Li, Liping Di, Chen Zhang, Li Lin, Liying Guo, Haoteng Zhao
Prediction of Crop Planting Map Using One-dimensional Convolutional Neural Network and Decision Tree Algorithm. Agro-Geoinformatics (2023)
Haoteng Zhao, Liping Di, Liying Guo, Li Lin, Chen Zhang, Eugene Yu, Hui Li
Optimizing Irrigation Scheduling Using Deep Reinforcement Learning. Agro-Geoinformatics (2023)
Zhiqi Yu, Liping Di, Sravan Shrestha, Chen Zhang, Liying Guo, Faisal Qamar, Timothy J. Mayer
RiceMapEngine: A Google Earth Engine-Based Web Application for Fast Paddy Rice Mapping. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Haoteng Zhao, Liping Di, Eugene Yu, Liying Guo, Li Lin, Chen Zhang, Hui Li
A Review of Scientific Irrigation Scheduling Methods. Agro-Geoinformatics (2023)
Wilman Vlach, Li Lin, Chen Zhang, Liping Di, Haoteng Zhao, Hui Li
Enhancing Remote Sensing Based Machine Learning Applications through Analysis Ready Data: A Comprehensive Review. Agro-Geoinformatics (2023)
Hui Li, Liping Di, Chen Zhang, Li Lin, Liying Guo, Haoteng Zhao, Claire Guo, Ryan Hong
A Review of Remote Sensing in Sugarcane Mapping. Agro-Geoinformatics (2023)
Chen Zhang, Purva Marfatia, Hamza Farhan, Liping Di, Li Lin, Haoteng Zhao, Hui Li, Md Didarul Islam, Zhengwei Yang
Enhancing USDA NASS Cropland Data Layer with Segment Anything Model. Agro-Geoinformatics (2023)
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
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. Int. J. Appl. Earth Obs. Geoinformation 112 (2022)
Hui Li, Liping Di, Chen Zhang, Li Lin, Liying Guo
Improvement Of In-season Crop Mapping For Illinois Cropland Using Multiple Machine Learning Classifiers. Agro-Geoinformatics (2022)
Eugene G. Yu, Liping Di, David J. Meyer, Peisheng Zhao, Li Lin, Chen Zhang, Sreten Cvetojevic
ICroplandNet: An Open Distributed Training Dataset for Irrigated Cropland Detection. Agro-Geoinformatics (2022)
Haoteng Zhao, Liping Di, Ziheng Sun, Eugene Yu, Chen Zhang, Li Lin
Validation and Calibration of HRLDAS Soil Moisture Products in Nebraska. Agro-Geoinformatics (2022)
Eugene G. Yu, Liping Di, Faisal Mueen Qamer, Haoteng Zhao, Zhiqi Yu, Li Lin, Chen Zhang, Sreten Cvetojevic
Rice Modeling Using Long Time Series of High Temporal Resolution Vegetation Indices in Nepal. Agro-Geoinformatics (2022)
Haoteng Zhao, Liping Di, Ziheng Sun, Pengyu Hao, Eugene Yu, Chen Zhang, Li Lin
Impacts of Soil Moisture on Crop Health: A Remote Sensing Perspective. Agro-Geoinformatics (2021)
Li Lin, Liping Di, Eugene Yu, Chen Zhang, Haoteng Zhao
Disaster Information Dissemination During Emergency Event: An Experiment in OGC Disaster Resilience Pilot. Agro-Geoinformatics (2021)
Li Lin, Liping Di, Chen Zhang, Liying Guo, Yahui Di
Remote Sensing of Urban Poverty and Gentrification. Remote. Sens. 13 (20) (2021)
Chen Zhang, Liping Di, Pengyu Hao, Zhengwei Yang, Li Lin, Haoteng Zhao, Liying Guo
Rapid in-season mapping of corn and soybeans using machine-learned trusted pixels from Cropland Data Layer. Int. J. Appl. Earth Obs. Geoinformation 102 (2021)
Chen Zhang, Liping Di, Zhengwei Yang, Li Lin, Haoteng Zhao, Eugene G. Yu
An Overview of Agriculture Cyberinformatics Tools to Support USDA NASS Decision Making. Agro-Geoinformatics (2021)
Chen Zhang, Zhengwei Yang, Liping Di, Li Lin, Pengyu Hao, Liying Guo
Applying Machine Learning to Cropland Data Layer for Agro-Geoinformation Discovery. IGARSS (2021)
Zhengwei Yang, Chen Zhang, Haoteng Zhao, Ziheng Sun, Rajat Bindlish, Pang-Wei Liu, Andreas Colliander, Rick Mueller, Liping Di, Wade T. Crow, Rolf Reichle
Crop-CASMA - A Web GIS Tool for Cropland Soil Moisture Monitoring and Assessment Based on SMAP Data. IGARSS (2021)
Chen Zhang, Liping Di, Zhengwei Yang, Li Lin, Pengyu Hao
AgKit4EE: A toolkit for agricultural land use modeling of the conterminous United States based on Google Earth Engine. Environ. Model. Softw. 129 (2020)
Md. Shahinoor Rahman, Liping Di, Zhiqi Yu, Eugene G. Yu, Junmei Tang, Li Lin, Chen Zhang, Juozas Gaigalas
Crop Field Boundary Delineation using Historical Crop Rotation Pattern. Agro-Geoinformatics (2019)
Chen Zhang, Liping Di, Zhengwei Yang, Li Lin, Eugene G. Yu, Zhiqi Yu, Md. Shahinoor Rahman, Haoteng Zhao
Cloud Environment for Disseminating NASS Cropland Data Layer. Agro-Geoinformatics (2019)
Md. Shahinoor Rahman, Liping Di, Eugene Yu, Li Lin, Chen Zhang, Junmei Tang
Rapid Flood Progress Monitoring in Cropland with NASA SMAP. Remote. Sens. 11 (2) (2019)
Zhiqi Yu, Liping Di, Ruixing Yang, Junmei Tang, Li Lin, Chen Zhang, Md. Shahinoor Rahman, Haoteng Zhao, Juozas Gaigalas, Eugene Genong Yu, Ziheng Sun
Selection of Landsat 8 OLI Band Combinations for Land Use and Land Cover Classification. Agro-Geoinformatics (2019)
Chen Zhang, Liping Di, Ziheng Sun, Li Lin, Eugene Yu, Juozas Gaigalas
Exploring cloud-based Web Processing Service: A case study on the implementation of CMAQ as a Service. Environ. Model. Softw. 113 (2019)
Li Lin, Liping Di, Junmei Tang, Eugene Yu, Chen Zhang, Md. Shahinoor Rahman, Ranjay Shrestha, Lingjun Kang
Improvement and Validation of NASA/MODIS NRT Global Flood Mapping. Remote. Sens. 11 (2) (2019)
Chen Zhang, Liping Di, Li Lin, Liying Guo
Extracting Trusted Pixels from Historical Cropland Data Layer Using Crop Rotation Patterns: A Case Study in Nebraska, USA. Agro-Geoinformatics (2019)
Li Lin, Liping Di, Chen Zhang, Liying Guo, Junmei Tang, Eugene Yu, Md. Shahinoor Rahman, Haoteng Zhao, Zhiqi Yu, Ziheng Sun, Juozas Gaigalas
Building Near-Real-Time MODIS Data Fusion Workflow to Support Agricultural Decision-making Applications. Agro-Geoinformatics (2019)
Eugene Genong Yu, Liping Di, Li Lin, Haoteng Zhao, Md. Shahinoor Rahman, Chen Zhang, Junmei Tang
Full Stack Web Development of a Geospatial Information Service System for Intelligently Irrigated Agriculture. Agro-Geoinformatics (2019)
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
Advanced Cyberinfrastructure for Agricultural Drought Monitoring. Agro-Geoinformatics (2019)
Chen Zhang, Liping Di, Li Lin, Liying Guo
Machine-learned prediction of annual crop planting in the U.S. Corn Belt based on historical crop planting maps. Comput. Electron. Agric. 166 (2019)
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
CyberConnector: a service-oriented system for automatically tailoring multisource Earth observation data to feed Earth science models. Earth Sci. Informatics 11 (1) (2018)
Md. Shahinoor Rahman, Liping Di, Eugene G. Yu, Junmei Tang, Li Lin, Chen Zhang, Zhiqi Yu, Juozas Gaigalas
Impact of Climate Change on Soil Salinity: A Remote Sensing Based Investigation in Coastal Bangladesh. Agro-Geoinformatics (2018)
Li Lin, Liping Di, Ruixing Yang, Chen Zhang, Eugene Yu, Md. Shahinoor Rahman, Ziheng Sun, Junmei Tang
Using Machine Learning Approach to Evaluate the PM2.5 Concentrations in China from 1998 to 2016. Agro-Geoinformatics (2018)
Zhiqi Yu, Liping Di, Junmei Tang, Chen Zhang, Li Lin, Eugene Genong Yu, Md. Shahinoor Rahman, Juozas Gaigalas, Ziheng Sun
Land Use and Land Cover Classification for Bangladesh 2005 on Google Earth Engine. Agro-Geoinformatics (2018)
Ziheng Sun, Liping Di, Chen Zhang, Hui Fang, Eugene Yu, Li Lin, Xicheng Tan, Liying Guo, Zhongxin Chen, Peng Yue, Lili Jiang, Ziao Liu
Establish cyberinfrastructure to facilitate agricultural drought monitoring. Agro-Geoinformatics (2017)
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
Building robust geospatial web services for agricultural information extraction and sharing. Agro-Geoinformatics (2017)
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
Extract flood duration from Dartmouth Flood Observatory flood product. Agro-Geoinformatics (2017)
Chen Zhang, Liping Di, Ziheng Sun, Eugene G. Yu, Lei Hu, Li Lin, Junmei Tang, Md. Shahinoor Rahman
Integrating OGC Web Processing Service with cloud computing environment for Earth Observation data. Agro-Geoinformatics (2017)
Lei Hu, Liping Di, Eugene Yu, Peng Yue, Junmei Tang, Li Lin, Chen Zhang, Ziheng Sun, Ruiheng Hu, Ranjay Shrestha, Md. Shahinoor Rahman
Developing geospatial Web service and system for SMAP soil moisture monitoring. Agro-Geoinformatics (2017)
Li Lin, Liping Di, Chen Zhang, Lei Hu, Junmei Tang, Eugene Yu
Developing a Web service based application for demographic information modeling and analyzing. Agro-Geoinformatics (2017)
Md. Shahinoor Rahman, Liping Di, Ranjay Shrestha, Eugene G. Yu, Li Lin, Chen Zhang, Lei Hu, Junmei Tang, Zhengwei Yang
Agriculture flood mapping with Soil Moisture Active Passive (SMAP) data: A case of 2016 Louisiana flood. Agro-Geoinformatics (2017)
Ziheng Sun, Liping Di, Gil Heo, Chen Zhang, Hui Fang, Peng Yue, Lili Jiang, Xicheng Tan, Liying Guo, Li Lin
GeoFairy: Towards a one-stop and location based Service for Geospatial Information Retrieval. Comput. Environ. Urban Syst. 62 (2017)
Eugene G. Yu, Liping Di, Md. Shahinoor Rahman, Li Lin, Chen Zhang, Lei Hu, Ranjay Shrestha, Lingjun Kang, Junmei Tang, Guangyuan Yang
Performance improvement on a Web Geospatial service for the remote sensing flood-induced crop loss assessment web application using vector tiling. Agro-Geoinformatics (2017)