Author

Morakot Worachairungreung

Observed names: M. Worachairungreung, Morakot WORACHAIRUNGREUNG, Worachairungreung, Morakot

Institution: Suan Sunandha Rajabhat University

Observed institutions: Asian Institute of Technology, Suan Sunandha Rajabhat University, Rajabhat University System

ORCID: 0000-0002-9450-0473

Observed ORCID: 0000-0002-9450-0473

OpenAlex ID: A5046624599

Monitoring Agricultural Land Loss by Analyzing Changes in Land Use and Land Cover

2024 · Morakot Worachairungreung, Nayot Kulpanich, et al. · Emerging Science Journal · 47

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Classification of Coconut Trees Within Plantations from UAV Images Using Deep Learning with Faster R-CNN and Mask R-CNN

2024 · Morakot Worachairungreung, Nayot Kulpanich, et al. · Journal of Human Earth and Future · 19

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The Application of Unmanned Aerial Vehicles (UAVs) and Extreme Gradient Boosting (XGBoost) to Crop Yield Estimation: A Case Study of Don Tum District, Nakhon Pathom, Thailand

2023 · N. Kulpanich, M. Worachairungreung, et al. · International Journal of Geoinformatics · 14

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Smartphone LiDAR for urban forest carbon assessment: A comparative study with traditional methods

2025 · Pornperm Sae-ngow, Morakot Worachairungreung, et al. · MethodsX · 12

A Study on Oil Palm Classification for Ranong Province Using Data Fusion and Machine Learning Algorithms

2023 · Morakot WORACHAIRUNGREUNG, Kunyaphat THANAKUNWUTTHIROT, et al. · Geographia Technica · 11

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Cartography for Sustainable Tourism of Cultural Tourism Attractions Around Sawaswareesrimaram Temple, Dusit District, Bangkok

2023 · Katawut WAIYASUSRI, Nayot KULPANICH, et al. · GeoJournal of Tourism and Geosites · 10

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Identification of Road Traffic Injury Risk Prone Area Using Environmental Factors by Machine Learning Classification in Nonthaburi, Thailand

2021 · Morakot Worachairungreung, Sarawut Ninsawat, et al. · Sustainability · 9

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Using a Logistic Regression Model to Examine the Variables Influencing Changes in Northern Thailand’s Forest Cover and Comparing Machine Learning Algorithms

2024 · Morakot Worachairungreung, Nayot Kulpanich, et al. · Forests · 8

Height Measurement and Oil Palm Yield Prediction Using Unmanned Aerial Vehicle (uav) Data to Create Canopy Height Model (chm)

2022 · Nayot KULPANICH, Morakot WORACHAIRUNGREUNG, et al. · Geographia Technica · 6

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Flood Prone Risk Area Analysis During 2005 – 2019 in Lam Se Bok Watershed, Ubon Ratchathani Province, Thailand

2021 · Katawut WAIYASUSRI, Nayot KULPANICH, et al. · Geographia Technica · 6

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Identification of Road Crash Zones, Spatial Patterns, and Emerging Hot Spots of Road Traffic Injury Severity in Phuket, Thailand

2025 · Pornperm SAE-NGOW, Nayot KULPANICH, et al. · GeoJournal of Tourism and Geosites · 5

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Geospatial Analysis for Identifying Blackspots on National and Rural Highways in Thailand

2024 · P. Sae-ngow, N. Kulpanich, et al. · International Journal of Geoinformatics · 5

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Relationship Between Urbanization And Road Networks In The Lower Northeastern Region Of Thailand Using Nighttime Light Satellite Imagery

2023 · Nayot Kulpanich, Morakot Worachairungreung, et al. · GEOGRAPHY ENVIRONMENT SUSTAINABILITY · 5

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A Study on Estimating Land Value Distribution for the Talingchan District, Bangkok Using Points-of-Interest Data and Machine Learning Classification

2021 · Morakot Worachairungreung, Kunyaphat Thanakunwutthirot, et al. · Applied Sciences · 4

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Geospatial monitoring of land use and tree cover using Unmanned Aerial Vehicles and YOLOv5: a case study on tree crops and built-up detection in Thailand

2025 · Morakot Worachairungreung, Nayot Kulpanich, et al. · Geocarto International · 2

Cultural tourism drives land use and economic changes in Amphawa, Thailand

2025 · Morakot Worachairungreung, Nayot Kulpanich, et al. · Tourism Geographies · 2

Comparison of Carbon Sequestration in Family Forest using Tree Height Measurement by UAV and Field Surveys

2024 · Pornperm Sae-ngow, Nayot Kulpanich, et al. · Evergreen · 2

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Monitor the Land Use Change and Prediction Using CA-Markov Model in Li Pe Island, Satun Province, Thailand

2019 · Katawut Waiyasusri, Nayot Kulpanich, et al. · Springer geography · 2

Machine Learning and Spatial Context for Urban Road Traffic Crash Severity Prediction

2026 · Morakot Worachairungreung, Nayot Kulpanich, et al. · HighTech and Innovation Journal · 1

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Assessing Air Quality Through the Correlation Between Particulate Matter 2.5 (pm2.5) and Aerosol Optical Depth (aod) Using Modis Satellite Data

2025 · Morakot WORACHAIRUNGREUNG, Nayot KULPANICH, et al. · Geographia Technica · 1

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Using support vector machine models for size of motorcycle taxi terminal in Bang Yai district analysis

2019 · Morakot Worachairungreung, Kunyaphat Thanakunwutthirot, et al. · International Conference on Informatics, Environment, Energy and Applications (IEEA) · 1

Spatial Pattern And Gis-Based Model For Risk Assessment – A Case Study Of Dusit District, Bangkok

2014 · Morakot Worachairungreung · Zenodo (CERN European Organization for Nuclear Research) · 1

Spatial Distribution of Tourism Resources in Udon Thani, Thailand: a Gisbased Approach for Sustainable and Community-oriented Tourism Planning

2026 · Morakot WORACHAIRUNGREUNG, Nayot KULPANICH, et al. · GeoJournal of Tourism and Geosites

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Geospatial Deep Learning for Pomelo Tree Detection in Mixed Orchard Systems: A UAV-Based Assessment of YOLO Models

2026 · M. Worachairungreung · International Journal of Geoinformatics

Ai-assisted vehicle detection and traffic flow analysis from CCTV imagery using YOLO in the Bangkok metropolitan area

2026 · Morakot Worachairungreung, Nayot Kulpanich, et al. · Transportation Research Interdisciplinary Perspectives

Works count: 30

Citation count: 173

H-index: 8

I10-index: 6