Academic - Hydro – Informatics Institute (HII)

Articles

International

Disaster Risk Reduction Using Applied Concept of Room for River for High-Water Channel in Agricultural Retention

Year: 2024, Seminar/Journal: International conference: Nature-Based Solutions for water management and climate adaptation,3-5 July 2024, Belgrade, Serbia

Jittiporn Chantarojsiri, Winai Chaowiwat, Sumaporn Puengpo, Royboon Rassameethes, Sutat Weesakul

keyword: Community Participation, Integrated Ecosystem Approach, Nature-Based Solutions (NBS), Resilience Building, Sustainable Water Management

Validating a Deep Learning Approach for Weekly Rainfall Anomaly Forecasting: A Case Study in Upper Thailand with Diverse Climate Features

Year: 2024, Seminar/Journal: การประชุมวิชาการระดับนานาชาติ Asia Oceania Geoscience Society (AOGS2024) ครั้งที่ 21 วันที่ 23-28 มิถุนายน 2567 ณ เมืองพย็องชัง จังหวัดคังวอนโด ประเทศเกาหลีใต้

Rati Sawangwattanaphaibun

keyword: Climate Variability, Deep Learning Approach, Rainfall Anomaly Forecasting, Upper Thailand Climate Features, Weekly Rainfall Forecast

Evaluation of WRF Land Surface Model Accuracy in Sub-Seasonal to Seasonal (S2S) Rainfall Prediction Skill Across Thailand

Kritanai Torsri

keyword: Model Accuracy Evaluation, Rainfall Prediction, Sub-Seasonal to Seasonal Prediction (S2S), Thailand Climate, WRF Land Surface Model

Fire activity and fire weather in a Lower Mekong subregion: association, regional calibration, weather–adjusted trends, and policy implications

Year: 2024, Seminar/Journal: Natural Hazards

Kanoksri Sarinnapakorn

keyword: Fire Activity, Fire Weather, Lower Mekong Subregion, Policy Implications, Weather-Adjusted Trends

Tuning structure learning algorithms with out-of-sample and resampling strategies

Year: 2024, Seminar/Journal: Knowledge and Information Systems

Kiattikun Chobtham

keyword: Model Optimization, Out-of-sample Validation, Predictive Performance, Resampling Strategies, Structure Learning Algorithms

Skill of rice yields forecasting over Mainland Southeast Asia using the ECMWF SEAS5 ensemble prediction system and the WOFOST crop model

Year: 2024, Seminar/Journal: ScienceDirect

Winai Chaowiwat

keyword: Agricultural Prediction Skill, ECMWF-SEAS5 Ensemble Prediction, Mainland Southeast Asia, Rice Yield Forecasting, WOFOST Crop Model

แบบจำลองการเรียนรู้แบบเครื่องสำหรับการพยากรณ์ระยะสั้นของระดับน้ำในแม่น้ำเจ้าพระยา ประเทศไทย (Machine Learning for Short–Term Water Level Prediction of the Chao Phraya River, Thailand)

Year: 2024, Seminar/Journal: งานประชุมวิชาการระดับชาติ The Korea Water Resources Association (KWRA) วันที่ 9-10 พฤษภาคม 2567 ณ เมืองซอกวิโพ จังหวัดเชจู สาธารณรัฐเกาหลี

Pheeranat Dornpunya

keyword: Chao Phraya River, Forecasting Accuracy, Hydrological Modeling, Machine Learning, Short-Term Water Level Prediction

Advancing In-Situ Measurements for Enhanced Understanding of the Gulf of Thailand’s Environmental Dynamics

Year: 2024, Seminar/Journal: 2nd UN Ocean Decade Regional Conference 11th WESTPAC International Marine Science Conference “Accelerating Ocean Science Solutions for Sustainable Development” 22-25 April 2024, The Berkeley Hotel Pratunam, Bangkok, Thailand

Watin Thanathanphon, Narongrit Luangdilok

keyword: Environmental Dynamics, Gulf of Thailand, In-Situ Measurements, Marine Monitoring, Oceanographic Data

Modeling Flood Susceptible Areas Using Deep Learning Techniques with Random Subspace: A Case Study of the Mae Chan Basin in Thailand

Year: 2024, Seminar/Journal: International Journal on Advanced Science Engineering Information Technology

Surachai Chantee

keyword: Deep Learning Techniques, Flood Susceptibility Modeling, Hydrological Prediction, Mae Chan Basin, Random Subspace Method

Development of simplified Survey and Measurement Systems for Water Sources to Support Water Resources Management Operations Center

Year: 2024, Seminar/Journal: งานประชุมวิชาการ International Conference on Management and Education Innovation (ICMEI 2024) วันที่ 5- 7 มกราคม 2567 ณ เมืองนาโงย่า ประเทศญี่ปุ่น

Chawin Kanyawararak, Warini Nanta

keyword: Data Collection Tools, Operation Center Support, Simplified Survey Systems, Water Resource Management, Water Source Measurement

Dynamic LULC mapping for agriculture in Suphanburi, Thailand using ALOS-2/PALSAR-2

Year: 2024, Seminar/Journal: International Meeting on Land Cover/Land Use Change (LULUC) in South/Southeast Asia Synthesis in Hanoi, Vietnam

Peeraya Tantianuparp, Sota Hirayama, Takeo Tadono, Koichi Imamura, Naoyoshi Hirade, Fumi Ohgushi, Ryo Satake, Kenlo Nasahara (Nishida)

keyword: Agricultural Mapping, Dynamic Land Use and Land Cover (LULC), GIS Analysis, Remote Sensing Technology, Suphanburi Province

Novel Methods for Imputing Missing Values in Water Level Monitoring Data

Year: 2023, Seminar/Journal: Variable at Journal of Water Resources Management

Thakolpat Khampuengson

keyword: Imputation, Missing Data, Telemetry, Time Series, Water Level

Simulating Heavy Rainfall Associated with Tropical Cyclones and Atmospheric Disturbances in Thailand Using the Coupled WRF-ROMS Model-Sensitivity Analysis of Microphysics and Cumulus Parameterization Schemes

Year: 2024, Seminar/Journal: Atmosphere

Kritanai Torsri, Apiwat Faikrua, Pattarapoom Peangta, Rati Sawangwattanaphaibun, Jakrapop Akaranee, Kanoksri Sarinnapakorn

keyword: Cumulus Parameterization, Heavy Rainfall Simulation, Microphysics Parameterization, Tropical Cyclones, WRF-ROMS Coupled Model

Decision Support System for Flood Forecasting in Thailand

Year: 2023, Seminar/Journal: การประชุมวิชาการระดับนานาชาติ IAHR WORLD CONGRESS ครั้งที่ 40 (International Association for Hydro-Environment Engineering and Research) วันที่ 21 - 25 สิงหาคม 2566 ณ กรุงเวียนนา สาธารณรัฐออสเตรีย

Watin Thanathanphon, Sathit Chantip, Apimook Mooktaree, Theerapol Charoensuk, Narongrit Luangdilok, Ticha Lolupiman, Kachapond Chettanawanit, Piyamarn Sisomphon

keyword: Data Integration, Decision Support System (DSS), Flood Forecasting, Hydro-Informatics Institute (HII), Thailand

Development of Flood Monitoring System from Social Media in Thailand