S. Puttinaovarat

发表

Internetworking flood disaster mitigation system based on remote sensing and mobile GIS

P. Horkaew, S. Puttinaovarat, Paramate Horkaew, 2020 .

Multi-spectral and Topographic Fusion for Automated Road Extraction

P. Horkaew, S. Puttinaovarat, Paramate Horkaew, 2018, Open Geosciences.

RIVER BOUNDARY DELINEATION FROM REMOTELY SENSED IMAGERY BASED ON SVM AND RELAXATION LABELING OF WATER INDEX AND DSM

P. Horkaew, S. Puttinaovarat, Kanit Khaimook, 2015 .

Coral Reef Bleaching under Climate Change: Prediction Modeling and Machine Learning

T. Chaichana, Jirapond Muangprathub, V. Boonjing, 2022, Sustainability.

River classification and change detection from landsat images by using a river classification toolbox

S. Puttinaovarat, Jinda Kongcharoen, Supaporn Chai-Arayalert, 2021, IAES International Journal of Artificial Intelligence (IJ-AI).

Forecast Coral Bleaching by Machine Learnings of Remotely Sensed Geospatial Data

S. Puttinaovarat, Nathaphon Boonnam, Tanatpong Udomchaipitak, 2022, International Journal of Design & Nature and Ecodynamics.

A Digital Micro-Game Approach to Improve the Learning of Hand-Weaving Art and History

S. Puttinaovarat, Supaporn Chai-Arayalert, 2021, Int. J. Emerg. Technol. Learn..

Stroke Risk Assessment and Emergency Mobile Application in a Hospital in Thailand

S. Puttinaovarat, Jinda Kongcharoen, Siwipa Pruitikanee, 2022, Iranian journal of public health.

A Geospatial Platform for Crowdsourcing Green Space Area Management Using GIS and Deep Learning Classification

S. Puttinaovarat, Paramate Horkaew, 2022, ISPRS Int. J. Geo Inf..

Flood Forecasting System Based on Integrated Big and Crowdsource Data by Using Machine Learning Techniques

Paramate Horkaew, Supattra Puttinaovarat, S. Puttinaovarat, 2020, IEEE Access.

Facility maintenance management system based on GIS and indoor map

Jinda Kongcharoen, Siwipa Pruitikanee, Supattra Puttinaovarat, 2019, International Journal of Electrical and Computer Engineering (IJECE).

Entropy-Based Fusion of Water Indices and DSM Derivatives for Automatic Water Surfaces Extraction and Flood Monitoring

Paramate Horkaew, Supattra Puttinaovarat, S. Puttinaovarat, 2017, ISPRS Int. J. Geo Inf..

Urban areas extraction from multi sensor data based on machine learning and data fusion

S. Puttinaovarat, P. Horkaew, S. Puttinaovarat, 2017, Pattern Recognition and Image Analysis.

Robust water body extraction from landsat imagery by using gradual assignment of water index and DSM

Paramate Horkaew, Supattra Puttinaovarat, Kanit Khaimook, 2015, 2015 IEEE International Conference on Signal and Image Processing Applications (ICSIPA).

Adaptive hydrological flow field modeling based on water body extraction and surface information

Paramate Horkaew, Supattra Puttinaovarat, Kanit Khaimook, 2015 .

Urban areas extraction from multi sensor data based on machine learning and data fusion

S. Puttinaovarat, Paramate Horkaew, 2017, Pattern Recognition and Image Analysis.

COVID-19 Vaccine Tracking Geospatial Application using GIS and GPS

S. Puttinaovarat, Jinda Kongcharoen, Kanit Khaimook, 2023 .

Dengue Transmission Mapping with Weather-Based Predictive Model in Three Southernmost Provinces of Thailand

S. Puttinaovarat, Siriwan Kajornkasirat, Teerawad Sriklin, 2021, Sustainability.

Dengue Risk Mapping from Geospatial Data Using GIS and Data Mining Techniques

Siriwan Kajornkasirat, Benjawan Hnusuwan, Supattra Puttinaovarat, 2020, Int. J. Online Biomed. Eng..

Gamification Smartphone Application for Leg Physical Therapy

Jinda Kongcharoen, Siwipa Pruitikanee, Supattra Puttinaovarat, 2019, Int. J. Online Biomed. Eng..

Deep and machine learnings of remotely sensed imagery and its multi-band visual features for detecting oil palm plantation

Paramate Horkaew, Supattra Puttinaovarat, S. Puttinaovarat, 2019, Earth Science Informatics.

Land use and land cover classification from satellite images based on ensemble machine learning and crowdsourcing data verification

S. Puttinaovarat, Kanit Khaimook, Paramate Horkaew, 2023, International Journal of Cartography.

RISK MAP OF DENGUE CASE IN THE SOUTHERNMOST PROVINCES OF THAILAND USING A MACHINE LEARNING

S. Puttinaovarat, Siriwan Kajornkasirat, Teerawad Sriklin, 2021 .