Liping Di

Liping Di

George Mason University

H-index: 52

North America-United States

About Liping Di

Liping Di, With an exceptional h-index of 52 and a recent h-index of 37 (since 2020), a distinguished researcher at George Mason University, specializes in the field of geoinformation science, agro-geoinformatics, remote sensing, global change, AI/machine learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

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

Standardization of geospatial analysis ready data via OGC and ISO

Modeling urban redevelopment: A novel approach using time-series remote sensing data and machine learning

Automated In-season Crop-type Data Layer Mapping without Ground Truth for the Conterminous United States based on Multisource Satellite Imagery

Leveraging OGC API for cloud-based flood modeling campaigns

The Global Land Surface Temperature Change in the 21st Century–A Satellite Remote Sensing Based Assessment

Modeling, Prediction, and Decision Making Based on Remote Sensing Big Data

Ricemapengine: A google earth engine-based web application for fast paddy rice mapping

Liping Di Information

University

Position

Professor of Geographic Information Science

Citations(all)

10630

Citations(since 2020)

5724

Cited By

6820

hIndex(all)

52

hIndex(since 2020)

37

i10Index(all)

245

i10Index(since 2020)

141

Email

University Profile Page

Google Scholar

Liping Di Skills & Research Interests

geoinformation science

agro-geoinformatics

remote sensing

global change

AI/machine learning

Top articles of Liping Di

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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing

2024/4/8

Standardization of geospatial analysis ready data via OGC and ISO

2024/3/7

Liping Di
Liping Di

H-Index: 27

Modeling urban redevelopment: A novel approach using time-series remote sensing data and machine learning

Geography and Sustainability

2024/2/19

Automated In-season Crop-type Data Layer Mapping without Ground Truth for the Conterminous United States based on Multisource Satellite Imagery

IEEE Transactions on Geoscience and Remote Sensing

2024/2/5

Leveraging OGC API for cloud-based flood modeling campaigns

Environmental Modelling & Software

2024/1/1

The Global Land Surface Temperature Change in the 21st Century–A Satellite Remote Sensing Based Assessment

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

2023/12/4

Modeling, Prediction, and Decision Making Based on Remote Sensing Big Data

2023/7/23

Liping Di
Liping Di

H-Index: 27

Ricemapengine: A google earth engine-based web application for fast paddy rice mapping

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

2023/6/29

Multi-sensor integration management in the earth observation sensor web: State-of-the-art and research challenges

2023/12/1

Combining Meta’s SAM with traditional machine learning methods to improve crop type classification

Journal of Student-Scientists' Research

2023/10/27

Chen Zhang
Chen Zhang

H-Index: 11

Liping Di
Liping Di

H-Index: 27

A Rule Based Machine Learning Approach to Vegetation Classification using Remote Sensing Data

Journal of Student-Scientists' Research

2023/10/27

Liping Di
Liping Di

H-Index: 27

Operational in-season rice area estimation through Earth observation data in Nepal.

2023/5/29

Analysis Ready Data (ARD) for Detecting Urban Gentrification: Current Capabilities and Challenges

Journal of Student-Scientists' Research

2023/10/27

Li Lin
Li Lin

H-Index: 11

Liping Di
Liping Di

H-Index: 27

Rapid rice yield estimation using integrated remote sensing and meteorological data and machine learning

Remote Sensing

2023/4/30

Transfer Learning for Crop Type Classification: The Agricultural Breakthrough with AI

2023/10/27

Liping Di
Liping Di

H-Index: 27

Chen Zhang
Chen Zhang

H-Index: 11

Sugarcane Identification using Linear Time Weighted Cosine regression and One-class Support Vector Machine

Journal of Student-Scientists' Research

2023/10/27

Hui Li
Hui Li

H-Index: 7

Liping Di
Liping Di

H-Index: 27

Cyberinformatics tool for in-season crop-specific land cover monitoring: Design, implementation, and applications of iCrop

Computers and Electronics in Agriculture

2023/10/1

An Automated Data-Driven Irrigation Scheduling Approach Using Model Simulated Soil Moisture and Evapotranspiration

Sustainability

2023/8/26

Prediction of Crop Planting Map Using One-dimensional Convolutional Neural Network and Decision Tree Algorithm

2023/7/25

Optimizing Irrigation Scheduling Using Deep Reinforcement Learning

2023/7/25

See List of Professors in Liping Di University(George Mason University)

Co-Authors

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