World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
50
Citations
10138
World Ranking
5619
National Ranking
2565

Overview

Liping Di is affiliated with George Mason University in the United States and contributes extensively to research in Environmental Science and Computer Science. Their work intersects multiple subfields, including Ecology, Global and Planetary Change, Environmental Engineering, Plant Science, and Information Systems and Management.

The research topics Liping Di focuses on include:

  • Remote Sensing in Agriculture
  • Smart Agriculture and AI
  • Remote Sensing and LiDAR Applications
  • Land Use and Ecosystem Services
  • Remote Sensing and Land Use
  • Data Management and Algorithms
  • Big Data Technologies and Applications

Recent significant publications by Liping Di document advances in agricultural remote sensing and land-use studies. Selected papers include:

  • "Transfer Learning for Crop classification with Cropland Data Layer data (CDL) as training samples" (2020), published in The Science of The Total Environment
  • "Multilevel Deep Learning Network for County-Level Corn Yield Estimation in the U.S. Corn Belt" (2020), IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
  • "Towards automation of in-season crop type mapping using spatiotemporal crop information and remote sensing data" (2022), Agricultural Systems
  • "Rapid in-season mapping of corn and soybeans using machine-learned trusted pixels from Cropland Data Layer" (2021), International Journal of Applied Earth Observation and Geoinformation
  • "Comparative evaluation of geospatial scenario-based land change simulation models using landscape metrics" (2021), Ecological Indicators

Liping Di frequently collaborates with several researchers, including Chen Zhang, Liying Guo, Li Lin, Genong Yu, and Ziheng Sun.

The scientist's publications are often featured in leading venues such as the IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Remote Sensing, Zenodo (CERN European Organization for Nuclear Research), ISPRS International Journal of Geo-Information, and the International Journal of Applied Earth Observation and Geoinformation.

In addition to journal articles, Liping Di has contributed to book publications with Springer International Publishing, including:

  • Remote Sensing Big Data (2023)
  • Agro-geoinformatics (2021)

Best Publications

  • CropScape: A Web service based application for exploring and disseminating US conterminous geospatial cropland data products for decision support

    Weiguo Han;Zhengwei Yang;Liping Di;Richard Mueller

  • Estimation of Crop LAI using hyperspectral vegetation indices and a hybrid inversion method

    Liang Liang;Liang Liang;Liang Liang;Liping Di;Lianpeng Zhang;Meixia Deng

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

    Jie Sun;Jie Sun;Liping Di;Ziheng Sun;Yonglin Shen;Yonglin Shen

  • Modelling relationships between NDVI and precipitation during vegetative growth cycles

    Liping Di;D. C. Rundquist;Luoheng Han

  • Semantics-based automatic composition of geospatial Web service chains

    Peng Yue;Liping Di;Wenli Yang;Genong Yu

  • Using long short-term memory recurrent neural network in land cover classification on Landsat and Cropland data layer time series

    Ziheng Sun;Liping Di;Hui Fang

  • Transfer Learning for Crop classification with Cropland Data Layer data (CDL) as training samples.

    Pengyu Hao;Liping Di;Chen Zhang;Liying Guo

  • Deriving High Spatiotemporal Remote Sensing Images Using Deep Convolutional Network

    Zhenyu Tan;Peng Yue;Liping Di;Junmei Tang

  • The state of the art of spaceborne remote sensing in flood management

    Md. Shahinoor Rahman;Liping Di

  • Estimation of Leaf Nitrogen Content in Wheat Using New Hyperspectral Indices and a Random Forest Regression Algorithm

    Liang Liang;Liping Di;Ting Huang;Jiahui Wang

  • A Decision-Tree Classifier for Extracting Transparent Plastic-Mulched Landcover from Landsat-5 TM Images

    Lizhen Lu;Liping Di;Yanmei Ye

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

    Jie Sun;Zulong Lai;Liping Di;Ziheng Sun

  • Estimating crop chlorophyll content with hyperspectral vegetation indices and the hybrid inversion method

    Liang Liang;Zhihao Qin;Shuhe Zhao;Liping Di

  • An Enhanced Deep Convolutional Model for Spatiotemporal Image Fusion

    Zhenyu Tan;Liping Di;Mingda Zhang;Liying Guo

  • Regression model to estimate flood impact on corn yield using MODIS NDVI and USDA cropland data layer

    Ranjay Shrestha;Liping Di;Eugene G. Yu;Lingjun Kang

  • Statewide groundwater‐vulnerability assessment in nebraska using the drastic/GIS model

    Donald C. Rundquist;Albert J. Peters;Liping Di;Donn A. Rodekohr

  • Classification of cities in Bangladesh based on remote sensing derived spatial characteristics

    Md. Shahinoor Rahman;Md. Shahinoor Rahman;Hossain Mohiuddin;Hossain Mohiuddin;Abdulla-Al Kafy;Pintu Kumar Sheel

  • Machine-learned prediction of annual crop planting in the U.S. Corn Belt based on historical crop planting maps

    Chen Zhang;Liping Di;Li Lin;Liying Guo

  • GeoPW: Laying Blocks for the Geospatial Processing Web

    Peng Yue;Jianya Gong;Liping Di;Jie Yuan

  • Sharing geoscience algorithms in a Web service-oriented environment (GRASS GIS example)

    Xiaoyan Li;Liping Di;Weiguo Han;Peisheng Zhao

  • Geo-processing workflow driven wildfire hot pixel detection under sensor web environment

    Nengcheng Chen;Liping Di;Genong Yu;Jianya Gong

  • Impacts of land use and socioeconomic patterns on urban heat Island

    Junmei Tang;Liping Di;Jingfeng Xiao;Dengsheng Lu

  • Integrating semantic web technologies and geospatial catalog services for geospatial information discovery and processing in cyberinfrastructure

    Peng Yue;Jianya Gong;Liping Di;Lianlian He

Frequent Co-Authors

Jianya Gong
Jianya Gong Wuhan University
Nengcheng Chen
Nengcheng Chen Wuhan University
Xinyue Ye
Xinyue Ye Texas A&M University
Le Yu
Le Yu Tsinghua University
Daniel Tong
Daniel Tong George Mason University
Wade T. Crow
Wade T. Crow Agricultural Research Service
Peter E. Thornton
Peter E. Thornton Oak Ridge National Laboratory
Joseph A. Santanello
Joseph A. Santanello Goddard Space Flight Center
Donald C. Rundquist
Donald C. Rundquist University of Nebraska–Lincoln
Zhongxin Chen
Zhongxin Chen National University of Singapore

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