Liying Guo

Orcid: 0000-0001-9684-0204

According to our database1, Liying Guo authored at least 39 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

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Bibliography

2024
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., 2024

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., 2024

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., 2024

Exploration, exploitation and funding success: Evidence from junior scientists supported by the Chinese Young Scientists Fund.
J. Informetrics, 2024

Generation of NAIP-like earth surface imagery using Generative Adversarial Networks.
Proceedings of the 12th International Conference on Agro-Geoinformatics, 2024

The Importance of Early-Season Weather Factors and Vegetation Indices on Prediction of Corn Yield at County Level.
Proceedings of the 12th International Conference on Agro-Geoinformatics, 2024

In-season crop-type mapping in Kenya using Sentinel-2 imagery.
Proceedings of the 12th International Conference on Agro-Geoinformatics, 2024

2023
Cyberinformatics tool for in-season crop-specific land cover monitoring: Design, implementation, and applications of iCrop.
Comput. Electron. Agric., October, 2023

Rapid Rice Yield Estimation Using Integrated Remote Sensing and Meteorological Data and Machine Learning.
Remote. Sens., May, 2023

RiceMapEngine: A Google Earth Engine-Based Web Application for Fast Paddy Rice Mapping.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

A Review of Scientific Irrigation Scheduling Methods.
Proceedings of the 11th International Conference on Agro-Geoinformatics, 2023

Optimizing Irrigation Scheduling Using Deep Reinforcement Learning.
Proceedings of the 11th International Conference on Agro-Geoinformatics, 2023

A Review of Remote Sensing in Sugarcane Mapping.
Proceedings of the 11th International Conference on Agro-Geoinformatics, 2023

Prediction of Crop Planting Map Using One-dimensional Convolutional Neural Network and Decision Tree Algorithm.
Proceedings of the 11th International Conference on Agro-Geoinformatics, 2023

2022
Bibliometric Analysis of OGC Specifications between 1994 and 2020 Based on Web of Science (WoS).
ISPRS Int. J. Geo Inf., 2022

Improvement Of In-season Crop Mapping For Illinois Cropland Using Multiple Machine Learning Classifiers.
Proceedings of the 10th International Conference on Agro-geoinformatics, 2022

2021
Remote Sensing of Urban Poverty and Gentrification.
Remote. Sens., 2021

Rapid in-season mapping of corn and soybeans using machine-learned trusted pixels from Cropland Data Layer.
Int. J. Appl. Earth Obs. Geoinformation, 2021

Applying Machine Learning to Cropland Data Layer for Agro-Geoinformation Discovery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Using machine learning and trapezoidal model to derive All-weather ET from Remote sensing Images and Meteorological Data.
Proceedings of the 9th International Conference on Agro-Geoinformatics, 2021

2020
Foreword to the Special Issue on Digital Innovations in Agriculture Research and Applications.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Application of SPCA-LSSVM model in soft measurement of Gasoline dry point.
Proceedings of the 13th International Symposium on Computational Intelligence and Design, 2020

2019
Investigating the Long-Term Spatial and Temporal Characteristics of Vegetative Drought in the Contiguous United States.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

An Enhanced Deep Convolutional Model for Spatiotemporal Image Fusion.
Remote. Sens., 2019

Machine-learned prediction of annual crop planting in the U.S. Corn Belt based on historical crop planting maps.
Comput. Electron. Agric., 2019

Global vegetative drought trend and variability analysis from long-term remotely sensed data.
Proceedings of the 8th International Conference on Agro-Geoinformatics, 2019

Extracting Trusted Pixels from Historical Cropland Data Layer Using Crop Rotation Patterns: A Case Study in Nebraska, USA.
Proceedings of the 8th International Conference on Agro-Geoinformatics, 2019

Advanced Cyberinfrastructure for Agricultural Drought Monitoring.
Proceedings of the 8th International Conference on Agro-Geoinformatics, 2019

Building Near-Real-Time MODIS Data Fusion Workflow to Support Agricultural Decision-making Applications.
Proceedings of the 8th International Conference on Agro-Geoinformatics, 2019

2018
Fingerprint Database Optimization Method for Indoor Localization Based on Neighbor Mean Filter.
Proceedings of the 2018 7th International Conference on Agro-geoinformatics (Agro-geoinformatics), 2018

Landscape Pattern Analysis and Prediction in Qingyang City Based on CA-Markov Model.
Proceedings of the 2018 7th International Conference on Agro-geoinformatics (Agro-geoinformatics), 2018

Rapid Estimation of Flood Crop Loss by Using DVDI.
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.
Comput. Environ. Urban Syst., 2017

Design and implementation of Wi-Fi signals collection and storage in SQLite.
Proceedings of the 2017 6th International Conference on Agro-Geoinformatics, 2017

Building robust geospatial web services for agricultural information extraction and sharing.
Proceedings of the 2017 6th International Conference on Agro-Geoinformatics, 2017

Establish cyberinfrastructure to facilitate agricultural drought monitoring.
Proceedings of the 2017 6th International Conference on Agro-Geoinformatics, 2017

2012
Expansion of Virtual Collection of University libraries based on CALIS Cloud Platform.
Proceedings of the 11th Wuhan International Conference on E-Business, 2012

2011
An Intelligent Load Balancing Algorithm Towards Efficient Cloud Computing.
Proceedings of the AI for Data Center Management and Cloud Computing, 2011

2009
Influence of Social Networks on Recovering Large Scale Distributed Systems.
Proceedings of the Principles of Practice in Multi-Agent Systems, 2009


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