Dr. PORNTIP DECHPICHAI

Work Affiliations

Strategic Research Themes

Publications

  

  

  

1 of 2

  

  

  

• ● Applications of machine learning and deep learning in agriculture: A comprehensive review; Waqas, M., Naseem, et al.; 2025; Journal article
• ● Comparison of Prediction Models for Arabica Coffee Berry Borer with Machine Learning in Chiang Mai and Chiang Rai ; ชนนิกานต์ อาภรศรี, ธัญชนก แจ้งศรี, พรทิพย์ เดชพิชัย
  ; 2025; Conference proceedings article
• ● Quantification and prediction of the impact of ENSO on rainfed rice yields in Thailand; Usa Humphries Wannasingha, Muhammad Waqas, Shakeel Ahmad, et al.; 2025; Journal article
• ● Sustainable management of coffee berry disease and leaf rust co-infection: a systematic review of deterministic models; Usa Wannasingha Humphries , Porntip Dechpichai , Alhassan Ibrahim , et al.; 2025; Journal article
• ● The Comparison of Machine Learning Models for Predicting of Coffee Berry Borer Infestation; ชนนิกานต์ อาภรศรี, ธัญชนก แจ้งศรี, พรทิพย์ เดชพิชัย; 2025; Conference proceedings article
• ● The Prediction of Cultivated Land Suitability of Arabica coffee in Chiang Rai using Spatial Distribution Models; จิรายุ จิตแจ่มใสสกุล, วรฤทัย สุขชื่น, อภิญญา ภิญโญ, et al.; 2025; Poster
• ● A Deep Learning Perspective on Meteorological Droughts in the Mun River Basin; Usa Wannasingha Humphries, Muhammad Waqas, Phyo Thandar Hliang, et al.; 2024; Journal article
• ● Advancements in Daily Precipitation Forecasting: A Deep Dive into Daily Precipitation Forecasting Hybrid Methods in the Tropical Climate of Thailand; Muhammad Waqas, Usa Wannasingha Humphries, Phyo Thandar Hliang, et al.; 2024; Journal article
• ● Assessment of CMIP6 GCMs for Selecting a Suitable Climate Model for Precipitation Projections in Southern Thailand; Usa Wannasingha Humphries, Muhammad Waqas, Phyo Thandar Hlaing, et al.; 2024; Journal article
• ● Comparing machine learning models for mixed data: Forecasting Arabica coffee yields n in the northern region of Thailand ; ฐิติวัฒน์ เขียวฉะอุ่ม, ณิชากร กมลสิทธิสถิต, อภิชญา ศรีไพศาล, et al.; 2024; Poster
• ● Determination of crop water requirements and potential evapotranspiration for sustainable coffee farming in response to future climate change scenarios ; Usa Wannasingha Humphries, Muhammad Waqas, Phyo Thandar Hlaing, et al.; 2024; Journal article
• ● Forecasting the Yield of Thai Hom Mali 105 rice in Thung Kula Ronghai using Principal Component Panel Regression; วิรัญยา มัสอูดี, สิลดา สะทองบุญ, พรทิพย์ เดชพิชัย; 2024; Conference proceedings article
• ● Incorporating novel input variable selection method for in the different water basins of Thailand; Muhammad Waqas, Usa Wannasingha Humphries, Angkool Wangwongchai, et al.; 2024; Journal article
• ● Study of Climate Factors Affecting the Incidence Rate of Dengue Fever Using Long Short-Term Memory (LSTM) for Mixed Data; ศศิธร แสนปอการ, อัมพกา อุปชา, พรทิพย์ เดชพิชัย; 2024; Poster
• ● A study of address matching using text matching techniques: A case study of telecommunication company; สุทธิพงศ์ อริยมงคลชัย, ปรมี วิทยานุพงศ์, พรทิพย์ เดชพิชัย, et al.; 2023; Poster
• ● Comparison of classification models for the stroke among elderly: A case study of Somdech Phra Pinklao Hospital; Porntip Dechpichai, Thunpitcha Sattabun, Rattana Mekwan, et al.; 2023; Journal article
• ● Forecasting corn prices in agribusiness using Causal Forecasting models; เมสิยา บวกกลาง, พรปวีณ์ สังข์ศิริ และ พรทิพย์ เดชพิชัย ; 2023; Poster
• ● Imputation of missing daily rainfall data; A comparison between artificial intelligence and statistical techniques; Angkool Wangwongchai, Muhammad Waqas, Porntip Dechpichai, et al.; 2023; Journal article
• ● MODELING FOR OPTIMUM CONDITIONS OF MEMBRANES FLUX FOR WASTEWATER TREATMENT IN SEASONING INDUSTRY
  ; สุทธิพงศ์ อริยมงคลชัย ปรมี วิทยานุพงศ์ และ พรทิพย์ เดชพิชัย; 2023; Poster
• ● Potential of Artificial Intelligence-Based Techniques for Rainfall Forecasting in Thailand: A Comprehensive Review; Muhammad Waqas, Usa Wannasingha Humphries, Angkool Wangwongchai, et al.; 2023; Journal article

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