| Title | Author | Year | SCOPUS | PUBMED | ISI | TCI | |
|---|---|---|---|---|---|---|---|
| 1. | Evaluation of the thermal properties of jatropha curcas L. kernels using near-infrared spectroscopy | Jetsada Posom Panmanas Sirisomboon |
2014 | ||||
| 2. | Evaluation of the moisture content of Jatropha curcas kernels and the heating value of the oil-extracted residue using near-infrared spectroscopy | Jetsada Posom Panmanas Sirisomboon |
2015 | ||||
| 3. | Rapid non-destructive evaluation of moisture content and higher heating value of Leucaena leucocephala pellets using near infrared spectroscopy | Jetsada Posom Amrit Shrestha Wanphut Saechua Panmanas Sirisomboon |
2016 | ||||
| 4. | Evaluation of lower heating value and elemental composition of bamboo using near infrared spectroscopy | , | 2017 | ||||
| 5. | Evaluation of pyrolysis characteristics of milled bamboo using near-infrared spectroscopy | , | 2017 | ||||
| 6. | Evaluation of the higher heating value, volatile matter, fixed carbon and ash content of ground bamboo using near infrared spectroscopy | , | 2017 | ||||
| 7. | A new creep model for studying the non-linear viscoelastic behavior of cooked white, brown and germinated brown Thai jasmine rice by large deformation testing | Sirisomboon, P Posom, J |
2018 | ||||
| 8. | A portable near infrared spectrometer as a non-destructive tool for rapid screening of solid density stalk in a sugarcane breeding program | Saengprachatanarug, K. Wongpichet, S. , |
2018 | ||||
| 9. | Effect of waxy material and measurement position of a sugarcane stalk on the rapid determination of Pol value using a portable near infrared instrument | Chuan-Udom, S. Saengprachatanarug, K. Wongpichet, S. , |
2018 | ||||
| 10. | Gross calorific and ash content assessment of recycled sawdust from mushroom cultivation using near infrared spectroscopy | , | 2018 | ||||
| 11. | Gross calorific value estimation for milled maize cob biomass using near infrared spectroscopy | , | 2018 | ||||
| 12. | Precision test for spectral characteristic of NIR spectroscopy and bomb calorimeter for measuring higher heating value of Leucaena Leucocephala | , | 2018 | ||||
| 13. | Prediction of Higher Heating Value, Lower Heating Value and Ash Content of rice Husk Using FT-NIR Spectroscopy | , | 2018 | ||||
| 14. | A study of stalk shape for designing the operational mechanism of gripping equipment for cassava tuber cut preparation process | Wongpichet, S. Saengprachatanarug, K. , Watyotha, C. Yangyuen, S. |
2019 | ||||
| 15. | Comparison of Analytical Ability of PLS and SVM Algorithm in Estimation of Moisture Content, Higher Heating Value, and Lower Heating Value of Cassava Rhizome Ground using FT-NIR Spectroscopy | , | 2019 | ||||
| 16. | Effects of waxy types of a sugarcane stalk surface on the spectral characteristics of visible-shortwave near infrared measurement | Arthit Phuphaphud Khwantri Saengprachatanarug Jetsada Posom Seree Wongpichet Kanvisit Maraphum Eizo Taira |
2019 | ||||
| 17. | Feasibility study of sugarcane stalks separation from trash using PCA based on color space of digital photos | , | 2019 | ||||
| 18. | Investigation of the influence of image acquisition condition on the image repeatability for online measurement of cane bagasse quality using multispectral image | , Wongpichet, S. |
2019 | ||||
| 19. | On-line measurement of activation energy of ground bamboo using near infrared spectroscopy | Panmanas Sirisomboon Jetsada Posom |
2019 | ||||
| 20. | Prediction of elemental components of ground bamboo using micro-NIR spectrometer | , | 2019 | ||||
| 21. | Prediction of the fibre content of sugarcane stalk by direct scanning using visible-shortwave near infrared spectroscopy | Saengprachatanarug, K. , |
2019 | ||||
| 22. | Study of field capacity and variables of UAV operation time during spraying hormone fertilizer in sugarcane field | , Watyotha, C. |
2019 | ||||
| 23. | Sugarcane canopy detection using high spatial resolution UAS images and digital surface model | Saengprachatanarug, K. , |
2019 | ||||
| 24. | Use of vegetation indices in monitoring sugarcane white leaf disease symptoms in sugarcane field using multispectral UAV aerial imagery | , Wongpichet, S. |
2019 | ||||
| 25. | Improvement of proximate data and calorific value assessment of bamboo through near infrared wood chips acquisition | Posom, J. | 2020 | ||||
| 26. | In-field measurement of starch content of cassava tubers using handheld vis-near infrared spectroscopy implemented for breeding programmes | Kanvisit Maraphum Khwantri Saengprachatanarug Seree Wongpichet Arthit Phuphaphud Jetsada Posom |
2020 | ||||
| 27. | Non-destructive and rapid measurement of sugar content in growing cane stalks for breeding programmes using visible-near infrared spectroscopy | Saengprachatanarug, K. Posom, J. |
2020 | ||||
| 28. | Predicting Marian Plum Fruit Quality without Environmental Condition Impact by Handheld Visible-Near-Infrared Spectroscopy | Posom, J. Saengprachatanarug, K. Wongpichet, S. |
2020 | ||||
| 29. | Selection of proper combine harvesters to field conditions by an effective field capacity prediction model | Doungpueng, K. Saengprachatanarug, K. Posom, J. Chuan-Udom, S. |
2020 | ||||
| 30. | Sugar Yield Parameters and Fiber Prediction in Sugarcane Fields Using a Multispectral Camera Mounted on a Small Unmanned Aerial System (UAS) | Saengprachatanarug, K. Posom, J. |
2020 | ||||
| 31. | Two different portables visible-near infrared and shortwave infrared region for on-tree measurement of soluble solid content of marian plum fruit | Jetsada Posom Navavit Soonnamtiang Patcharapong Kotethum Pakhpoom Konjun Panmanas Sirisomboon Khwantri Saengprachatanarug Seree Wongpichet |
2020 | ||||
| 32. | A Low-Cost System for Moisture Content Detection of Bagasse upon a Conveyor Belt with Multispectral Image and Various Machine Learning Methods | Posom, J. Saengprachatanarug, K. Wongpichet, S. |
2021 | ||||
| 33. | Estimation of Sugar Content in Sugarcane (Saccharum spp.) Variety Lumpang 92-11 (LK 92-11) and Khon Kaen 3 (KK 3) by Near Infrared Spectroscopy | Kamwilaisak, K. Jutakridsada, P. Saengprachatanarug, K. Kasemsiri, P. Konyai, S. Posom, J. Chindaprasirt, P. |
2021 | ||||
| 34. | Green synthesis of nanosilver coating on paper for ripening delay of fruits under visible light | Kasemsiri, P. Posom, J. Theerakulpisut, S. Okhawilai, M. Chindaprasirt, P. |
2021 | ||||
| 35. | Integrating Vis-SWNIR spectrometer in a conveyor system for in-line measurement of dry matter content and soluble solids content of durian pulp | Posom, J. | 2021 | ||||
| 36. | Machine learning-based prediction of selected parameters of commercial biomass pellets using line scan near infrared-hyperspectral image | Lakkana Pitak Kittipong Laloon Seree Wongpichet Panmanas Sirisomboon Jetsada Posom |
2021 | ||||
| 37. | Modified specific gravity method for estimation of starch content and dry matter in cassava | Maraphum, K. Saengprachatanarug, K. Wongpichet, S. Posom, J. |
2021 | ||||
| 38. | Rapid elemental composition measurement of commercial pellets using line-scan hyperspectral imaging analysis | Saengprachatanarug, K. Wongpichet, S. Posom, J. |
2021 | ||||
| 39. | Achieving robustness across different ages and cultivars for an NIRS-PLSR model of fresh cassava root starch and dry matter content | Maraphum, K. Saengprachatanarug, K. Wongpichet, S. Posom, J. |
2022 | ||||
| 40. | Fast determination of total solids content (TSC) and dry rubber content (DRC) of para rubber latex using near-infrared spectroscopy | Maraphum, K. Wanjantuk, P. Posom, J. |
2022 | ||||
| 41. | Optimal models under multiple resource types for Brix content prediction in sugarcane fields using machine learning | Chea, C. Saengprachatanarug, K. Posom, J. Saikaew, K.R. |
2022 | ||||
| 42. | Prediction and Classification of Energy Content in Growing Cane Stalks for Breeding Programmes Using Visible and Shortwave Near Infrared | Phuphaphud, A. Saengprachatanarug, K. Posom, J. |
2022 | ||||
| 43. | Rapid measurement of classification levels of primary macronutrients in durian (Durio zibethinus Murray CV. Mon Thong) leaves using FT-NIR spectrometer and comparing the effect of imbalanced and balanced data for modelling | Phanomsophon, T. Jaisue, N. Worphet, A. Tawinteung, N. Shrestha, B. Posom, J. Khurnpoon, L. Sirisomboon, P. |
2022 | ||||
| 44. | Real-time measuring energy characteristics of cane bagasse using NIR spectroscopy | Posom, J. Phuphaphud, A. Saengprachatanarug, K. Maraphum, K. |
2022 | ||||
| 45. | UAV-Based Multispectral Imagery for Estimating Cassava Tuber Yields | Rattanasopa, K. | 2022 | ||||
| 46. | Wavelengths selection based on genetic algorithm (Ga) and successive projections algorithms (spa) combine with pls regression for determination the soluble solids content in nam-dokmai mangoes based on near infrared spectroscopy | Maraphum, K. Ounkaew, A. Kasemsiri, P. Posom, J. |
2022 | ||||
| 47. | Achieving prediction of starch in cassava (Manihot esculenta Crantz) by data fusion of Vis-NIR and Mid-NIR spectroscopy via machine learning | Posom, J. Maraphum, K. |
2023 | ||||
| 48. | A Geographical Origin Classification of Durian (cv. Monthong) Using Near-Infrared Diffuse Reflectance Spectroscopy | Chanachot, K. Saechua, W. Posom, J. Sirisomboon, P. |
2023 | ||||
| 49. | Application of thermal imaging combined with machine learning for detecting the deterioration of the cassava root | Posom, J Duangpila, C Saengprachatanarug, K Wongpichet, S Onmankhong, J |
2023 | ||||
| 50. | Comparing Machine Learning and PLSDA Algorithms for Durian Pulp Classification Using Inline NIR Spectra | Pokhrel, D.R. Sirisomboon, P. Khurnpoon, L. Posom, J. Saechua, W. |
2023 | ||||
| 51. | Evaluating limit of detection and quantification for higher heating value and ultimate analysis of fast-growing trees and agricultural residues biomass using NIRS | Shrestha, B. Shrestha, Z. Posom, J. Sirisomboon, P. Shrestha, B.P. |
2023 | ||||
| 52. | Improving the non-destructive maturity classification model for durian fruit using near-infrared spectroscopy | Ditcharoen, S. Sirisomboon, P. Saengprachatanarug, K. Phuphaphud, A. Rittiron, R. Terdwongworakul, A. Malai, C. Saenphon, C. Panduangnate, L. Posom, J. |
2023 | ||||
| 53. | Measurement of Trash Percentage for Mechanical Harvested Sugarcane Using Multispectral Image | Panduangnate, L. Phuphaphud, A. Posom, J. Saengprachatanarug, K. |
2023 | ||||
| 54. | Near-infrared spectroscopy, hyperspectral, multispectral imaging principles and applications in energy properties of biomass | Posom, J. | 2023 | ||||
| 55. | The energy potential evaluation of biomass fuel from weed pellets | Saechua, W. Posom, J. Hongwiangjan, J. Nakawajana, N. |
2023 | ||||
| 56. | Total soluble solids, dry matter content prediction and maturity stage classification of durian fruit using long-wavelength NIR reflectance | Saenphon, C. Ditcharoen, S. Malai, C. Saengprachatanarug, K. Wongpichet, S. Sirisomboon, P. Saechua, W. Khurnpoon, L. Phuphaphud, A. Maraphum, K. Posom, J. |
2023 | ||||
| 57. | Effective measurement of starch and dry matter content in fresh cassava tubers using interactance Vis/NIR spectra | Malai, C. Maraphum, K. Saengprachatanarug, K. Wongpichet, S. Phuphaphud, A. Posom, J. |
2024 | ||||
| 58. | Effect of Combined Non-Wood and Wood Spectra of Biomass Chips on Rapid Prediction of Ultimate Analysis Parameters Using near Infrared Spectroscopy | Shrestha, B. Posom, J. Sirisomboon, P. |
2024 | ||||
| 59. | Effect of Environment Temperature and Relative Humidity on Thermal Emissivity: Study Case of Mango Fruit | Sirisomboon, P. Jongyingcharoen, J.S. Junto, A. Phanomsophon, T. Dachoupakan Sirisomboon, C. Rerngsamran, P. Pokhrel, D.R. Sharma, S. Posom, J. Pornchaloempong, P. Terdwongwarakul, A. Chongstitvatana, P. |
2024 | ||||
| 60. | Near-Infrared Spectroscopy Modeling of Combustion Characteristics in Chip and Ground Biomass from Fast-Growing Trees and Agricultural Residue | Shrestha, B. Posom, J. Pornchaloempong, P. Sirisomboon, P. |
2024 | ||||
| 61. | NIR Spectroscopy as an Alternative to Thermogravimetric Analyzer for Biomass Proximate Analysis: Comparison of Chip and Ground Biomass Models | Shrestha, B. Posom, J. Sirisomboon, P. |
2024 | ||||
| 62. | Optimization of a tensile strength prediction model for compacted ribbons using NIR-HIS analysis | Wanfueangfu, J. Posom, J. Teerasukaporn, D. Supprung, P. Peerapattana, J. |
2024 | ||||
| 63. | Time-efficient low-resolution RGB aerial imaging for precision mapping of weed types in site-specific herbicide application | Panduangnat, L. Posom, J. Saikaew, K. |
2024 | ||||
| 64. | Deep neural networks (DNNs) chemical compositions estimation of fresh durian in-line via near infrared spectroscopy | Posom, J. Saenphon, C. Ditcharoen, S. Pitak, L. Sirisomboon, P. Maraphum, K. |
2025 | ||||
| 65. | Forecasting gaps in sugarcane fields containing weeds using low-resolution UAV imagery based on a machine-learning approach | Thamoonlest, W. Posom, J. Saikaew, K. Phuphaphud, A. Chinapas, A. Panduangnat, L. Saengprachatanarug, K. |
2025 | ||||
| 66. | Fruit Quality and Antioxidant Content in Durian (Durio zibethinus Murr.) cv. ‘Monthong’ in Different Maturity Stages | Yongyut, N. Baopa, P. Meetha, S. Isarangkool Na Ayutthaya, S. Chiu, C.I. Sripontan, Y. Posom, J. Nampila, S. |
2025 | Count | 63 | 4 | 26 | 0 |
| Title | Authors | Year | Publication name | Cited count | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| < 2020 | 2021 | 2022 | 2023 | 2024 | 2025 | Total | ||||||
| 1. | Evaluation of lower heating value and elemental composition of bamboo using near infrared spectroscopy | , | 2017 |
Energy (121), pp. 147-158 |
||||||||
| 2. | Evaluation of pyrolysis characteristics of milled bamboo using near-infrared spectroscopy | , | 2017 |
Renewable Energy (103), pp. 653-665 |
||||||||
| 3. | Evaluation of the higher heating value, volatile matter, fixed carbon and ash content of ground bamboo using near infrared spectroscopy | , | 2017 |
Journal of Near Infrared Spectroscopy 5 (25), pp. 301-310 |
||||||||
| 4. | A new creep model for studying the non-linear viscoelastic behavior of cooked white, brown and germinated brown Thai jasmine rice by large deformation testing | , | 2018 |
Heliyon 8 (4), pp. |
||||||||
| 5. | A portable near infrared spectrometer as a non-destructive tool for rapid screening of solid density stalk in a sugarcane breeding program | Saengprachatanarug, K. Wongpichet, S. , |
2018 |
Sensing and Bio-Sensing Research (20), pp. 34-40 |
||||||||
| 6. | Effect of waxy material and measurement position of a sugarcane stalk on the rapid determination of Pol value using a portable near infrared instrument | Chuan-Udom, S. Saengprachatanarug, K. Wongpichet, S. , |
2018 |
Journal of Near Infrared Spectroscopy 5 (26), pp. 287-296 |
||||||||
| 7. | Gross calorific and ash content assessment of recycled sawdust from mushroom cultivation using near infrared spectroscopy | , | 2018 |
MATEC Web of Conferences (192), pp. |
||||||||
| 8. | Gross calorific value estimation for milled maize cob biomass using near infrared spectroscopy | , | 2018 |
MATEC Web of Conferences (192), pp. |
||||||||
| 9. | Precision test for spectral characteristic of NIR spectroscopy and bomb calorimeter for measuring higher heating value of Leucaena Leucocephala | , | 2018 |
MATEC Web of Conferences (192), pp. |
||||||||
| 10. | Prediction of higher heating value, lower heating value and ash content of rice husk using FT-NIR spectroscopy | , | 2018 |
Engineering Journal 5 (22), pp. 45-56 |
||||||||
| 11. | A study of stalk shape for designing the operational mechanism of gripping equipment for cassava tuber cut preparation process | Wongpichet, S. Saengprachatanarug, K. , Watyotha, C. Yangyuen, S. |
2019 |
IOP Conference Series: Earth and Environmental Science 1 (301), pp. |
||||||||
| 12. | Comparison of Analytical Ability of PLS and SVM Algorithm in Estimation of Moisture Content, Higher Heating Value, and Lower Heating Value of Cassava Rhizome Ground using FT-NIR Spectroscopy | , | 2019 |
IOP Conference Series: Earth and Environmental Science 1 (301), pp. |
||||||||
| 13. | Effects of waxy types of a sugarcane stalk surface on the spectral characteristics of visible-shortwave near infrared measurement | Saengprachatanarug, K. , Wongpichet, S. |
2019 |
Engineering Journal 1 (23), pp. 13-24 |
||||||||
| 14. | Feasibility study of sugarcane stalks separation from trash using PCA based on color space of digital photos | , | 2019 |
IOP Conference Series: Earth and Environmental Science 1 (301), pp. |
||||||||
| 15. | Investigation of the influence of image acquisition condition on the image repeatability for online measurement of cane bagasse quality using multispectral image | , Wongpichet, S. |
2019 |
IOP Conference Series: Earth and Environmental Science 1 (301), pp. |
||||||||
| 16. | On-line measurement of activation energy of ground bamboo using near infrared spectroscopy | , | 2019 |
Renewable Energy (133), pp. 480-488 |
||||||||
| 17. | Prediction of elemental components of ground bamboo using micro-NIR spectrometer | , | 2019 |
IOP Conference Series: Earth and Environmental Science 1 (301), pp. |
||||||||
| 18. | Prediction of the fibre content of sugarcane stalk by direct scanning using visible-shortwave near infrared spectroscopy | Saengprachatanarug, K. , |
2019 |
Vibrational Spectroscopy (101), pp. 71-80 |
||||||||
| 19. | Study of field capacity and variables of UAV operation time during spraying hormone fertilizer in sugarcane field | , Watyotha, C. |
2019 |
IOP Conference Series: Earth and Environmental Science 1 (301), pp. |
||||||||
| 20. | Sugarcane canopy detection using high spatial resolution UAS images and digital surface model | Saengprachatanarug, K. , |
2019 |
Engineering and Applied Science Research 4 (46), pp. 312-317 |
||||||||
| 21. | Use of vegetation indices in monitoring sugarcane white leaf disease symptoms in sugarcane field using multispectral UAV aerial imagery | , Wongpichet, S. |
2019 |
IOP Conference Series: Earth and Environmental Science 1 (301), pp. |
||||||||
| 22. | Improvement of proximate data and calorific value assessment of bamboo through near infrared wood chips acquisition | Posom, J. | 2020 |
Renewable Energy (147), pp. 1921-1931 |
||||||||
| 23. | In-field measurement of starch content of cassava tubers using handheld vis-near infrared spectroscopy implemented for breeding programmes | Saengprachatanarug, K. Wongpichet, S. Posom, J. |
2020 |
Computers and Electronics in Agriculture (175), pp. |
||||||||
| 24. | Non-destructive and rapid measurement of sugar content in growing cane stalks for breeding programmes using visible-near infrared spectroscopy | Saengprachatanarug, K. Posom, J. |
2020 |
Biosystems Engineering (197), pp. 76-90 |
||||||||
| 25. | Predicting marian plum fruit quality without environmental condition impact by handheld visible-near-infrared spectroscopy | Posom, J. Saengprachatanarug, K. Wongpichet, S. |
2020 |
ACS Omega 43 (5), pp. 27909-27921 |
||||||||
| 26. | Selection of proper combine harvesters to field conditions by an effective field capacity prediction model | Doungpueng, K. Saengprachatanarug, K. Posom, J. Chuan-Udom, S. |
2020 |
International Journal of Agricultural and Biological Engineering 4 (13), pp. 125-134 |
||||||||
| 27. | Sugar Yield Parameters and Fiber Prediction in Sugarcane Fields Using a Multispectral Camera Mounted on a Small Unmanned Aerial System (UAS) | Saengprachatanarug, K. Posom, J. |
2020 |
Sugar Tech 4 (22), pp. 605-621 |
||||||||
| 28. | Two different portables visible-near infrared and shortwave infrared region for on-tree measurement of soluble solid content of marian plum fruit | Posom, J. Saengprachatanarug, K. Wongpichet, S. |
2020 |
Engineering Journal 5 (24), pp. 227-236 |
||||||||
| 29. | A low-cost system for moisture content detection of bagasse upon a conveyor belt with multispectral image and various machine learning methods | Posom, J. Saengprachatanarug, K. Wongpichet, S. |
2021 |
Processes 5 (9), pp. |
||||||||
| 30. | Estimation of sugar content in sugarcane (Saccharum spp.) Variety lumpang 92-11 (LK 92-11) and khon kaen 3 (KK 3) by near infrared spectroscopy | Kamwilaisak, K. Jutakridsada, P. Saengprachatanarug, K. Kasemsiri, P. Konyai, S. Posom, J. Chindaprasirt, P. |
2021 |
Engineering Journal 3 (25), pp. 69-83 |
||||||||
| 31. | Green synthesis of nanosilver coating on paper for ripening delay of fruits under visible light | Kasemsiri, P. Posom, J. Theerakulpisut, S. Okhawilai, M. Chindaprasirt, P. |
2021 |
Journal of Environmental Chemical Engineering 2 (9), pp. |
||||||||
| 32. | Integrating Vis-SWNIR spectrometer in a conveyor system for in-line measurement of dry matter content and soluble solids content of durian pulp | Posom, J. | 2021 |
Postharvest Biology and Technology (181), pp. |
||||||||
| 33. | Machine learning-based prediction of selected parameters of commercial biomass pellets using line scan near infrared-hyperspectral image | Laloon, K. Wongpichet, S. Posom, J. |
2021 |
Processes 2 (9), pp. 1-15 |
||||||||
| 34. | Modified specific gravity method for estimation of starch content and dry matter in cassava | Maraphum, K. Saengprachatanarug, K. Wongpichet, S. Posom, J. |
2021 |
Heliyon 7 (7), pp. |
||||||||
| 35. | Rapid elemental composition measurement of commercial pellets using line-scan hyperspectral imaging analysis | Saengprachatanarug, K. Wongpichet, S. Posom, J. |
2021 |
Energy (220), pp. |
||||||||
| 36. | Achieving robustness across different ages and cultivars for an NIRS-PLSR model of fresh cassava root starch and dry matter content | Maraphum, K. Saengprachatanarug, K. Wongpichet, S. Posom, J. |
2022 |
Computers and Electronics in Agriculture (196), pp. |
||||||||
| 37. | Fast determination of total solids content (TSC) and dry rubber content (DRC) of para rubber latex using near-infrared spectroscopy | Maraphum, K. Wanjantuk, P. Posom, J. |
2022 |
Industrial Crops and Products (187), pp. |
||||||||
| 38. | Optimal models under multiple resource types for Brix content prediction in sugarcane fields using machine learning | Chea, C. Saengprachatanarug, K. Posom, J. Saikaew, K.R. |
2022 |
Remote Sensing Applications: Society and Environment (26), pp. |
||||||||
| 39. | Prediction and Classification of Energy Content in Growing Cane Stalks for Breeding Programmes Using Visible and Shortwave Near Infrared | Phuphaphud, A. Saengprachatanarug, K. Posom, J. |
2022 |
Sugar Tech 5 (24), pp. 1497-1509 |
||||||||
| 40. | Rapid measurement of classification levels of primary macronutrients in durian (Durio zibethinus Murray CV. Mon Thong) leaves using FT-NIR spectrometer and comparing the effect of imbalanced and balanced data for modelling | Phanomsophon, T. Jaisue, N. Worphet, A. Tawinteung, N. Shrestha, B. Posom, J. Khurnpoon, L. Sirisomboon, P. |
2022 |
Measurement: Journal of the International Measurement Confederation (203), pp. |
||||||||
| 41. | Real-time measuring energy characteristics of cane bagasse using NIR spectroscopy | Posom, J. Phuphaphud, A. Saengprachatanarug, K. Maraphum, K. |
2022 |
Sensing and Bio-Sensing Research (38), pp. |
||||||||
| 42. | UAV-Based Multispectral Imagery for Estimating Cassava Tuber Yields | Rattanasopa, K. | 2022 |
Engineering in Agriculture, Environment and Food 1 (15), pp. 1-12 |
||||||||
| 43. | Wavelengths selection based on genetic algorithm (Ga) and successive projections algorithms (spa) combine with pls regression for determination the soluble solids content in nam-dokmai mangoes based on near infrared spectroscopy | Maraphum, K. Ounkaew, A. Kasemsiri, P. Posom, J. |
2022 |
Engineering and Applied Science Research 1 (49), pp. 119-126 |
||||||||
| 44. | Achieving prediction of starch in cassava (Manihot esculenta Crantz) by data fusion of Vis-NIR and Mid-NIR spectroscopy via machine learning | Posom, J. Maraphum, K. |
2023 |
Journal of Food Composition and Analysis (122), pp. |
||||||||
| 45. | A Geographical Origin Classification of Durian (cv. Monthong) Using Near-Infrared Diffuse Reflectance Spectroscopy | Chanachot, K. Saechua, W. Posom, J. Sirisomboon, P. |
2023 |
Foods 20 (12), pp. |
||||||||
| 46. | Application of thermal imaging combined with machine learning for detecting the deterioration of the cassava root | Posom, J. Duangpila, C. Saengprachatanarug, K. Wongpichet, S. Onmankhong, J. |
2023 |
Heliyon 10 (9), pp. |
||||||||
| 47. | Comparing Machine Learning and PLSDA Algorithms for Durian Pulp Classification Using Inline NIR Spectra | Pokhrel, D.R. Sirisomboon, P. Khurnpoon, L. Posom, J. Saechua, W. |
2023 |
Sensors 11 (23), pp. |
||||||||
| 48. | Evaluating limit of detection and quantification for higher heating value and ultimate analysis of fast-growing trees and agricultural residues biomass using NIRS | Shrestha, B. Shrestha, Z. Posom, J. Sirisomboon, P. Shrestha, B.P. |
2023 |
Engineering and Applied Science Research 6 (50), pp. 612-618 |
||||||||
| 49. | Improving the non-destructive maturity classification model for durian fruit using near-infrared spectroscopy | Ditcharoen, S. Sirisomboon, P. Saengprachatanarug, K. Phuphaphud, A. Rittiron, R. Terdwongworakul, A. Malai, C. Saenphon, C. Panduangnate, L. Posom, J. |
2023 |
Artificial Intelligence in Agriculture (7), pp. 35-43 |
||||||||
| 50. | Measurement of Trash Percentage for Mechanical Harvested Sugarcane Using Multispectral Image | Panduangnate, L. Phuphaphud, A. Posom, J. Saengprachatanarug, K. |
2023 |
Proceedings - 2023 10th International Conference on Electrical and Electronics Engineering, ICEEE 2023 (), pp. 62-67 |
||||||||
| 51. | Near-infrared spectroscopy, hyperspectral, multispectral imaging principles and applications in energy properties of biomass | Posom, J. | 2023 |
A Guide to Near-Infrared Spectroscopy (), pp. 133-200 |
||||||||
| 52. | The energy potential evaluation of biomass fuel from weed pellets | Saechua, W. Posom, J. Hongwiangjan, J. Nakawajana, N. |
2023 |
International Journal of Agricultural Technology 2 (19), pp. 621-638 |
||||||||
| 53. | Total soluble solids, dry matter content prediction and maturity stage classification of durian fruit using long-wavelength NIR reflectance | Saenphon, C. Ditcharoen, S. Malai, C. Saengprachatanarug, K. Wongpichet, S. Sirisomboon, P. Saechua, W. Khurnpoon, L. Phuphaphud, A. Maraphum, K. Posom, J. |
2023 |
Journal of Food Composition and Analysis (124), pp. |
||||||||
| 54. | Effective measurement of starch and dry matter content in fresh cassava tubers using interactance Vis/NIR spectra | Malai, C. Maraphum, K. Saengprachatanarug, K. Wongpichet, S. Phuphaphud, A. Posom, J. |
2024 |
Journal of Food Composition and Analysis (125), pp. |
||||||||
| 55. | Effect of Combined Non-Wood and Wood Spectra of Biomass Chips on Rapid Prediction of Ultimate Analysis Parameters Using near Infrared Spectroscopy | Shrestha, B. Posom, J. Sirisomboon, P. |
2024 |
Energies 2 (17), pp. |
||||||||
| 56. | Effect of Environment Temperature and Relative Humidity on Thermal Emissivity: Study Case of Mango Fruit | Sirisomboon, P. Jongyingcharoen, J.S. Junto, A. Phanomsophon, T. Dachoupakan Sirisomboon, C. Rerngsamran, P. Pokhrel, D.R. Sharma, S. Posom, J. Pornchaloempong, P. Terdwongwarakul, A. Chongstitvatana, P. |
2024 |
SISY 2024 - IEEE 22nd International Symposium on Intelligent Systems and Informatics, Proceedings (), pp. 485-490 |
||||||||
| 57. | Near-Infrared Spectroscopy Modeling of Combustion Characteristics in Chip and Ground Biomass from Fast-Growing Trees and Agricultural Residue | Shrestha, B. Posom, J. Pornchaloempong, P. Sirisomboon, P. |
2024 |
Energies 6 (17), pp. |
||||||||
| 58. | NIR Spectroscopy as an Alternative to Thermogravimetric Analyzer for Biomass Proximate Analysis: Comparison of Chip and Ground Biomass Models | Shrestha, B. Posom, J. Sirisomboon, P. |
2024 |
Energies 4 (17), pp. |
||||||||
| 59. | Optimization of a tensile strength prediction model for compacted ribbons using NIR-HIS analysis | Wanfueangfu, J. Posom, J. Teerasukaporn, D. Supprung, P. Peerapattana, J. |
2024 |
Heliyon 21 (10), pp. |
||||||||
| 60. | Time-efficient low-resolution RGB aerial imaging for precision mapping of weed types in site-specific herbicide application | Panduangnat, L. Posom, J. Saikaew, K. |
2024 |
Crop Protection (184), pp. |
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| 61. | Deep neural networks (DNNs) chemical compositions estimation of fresh durian in-line via near infrared spectroscopy | Posom, J. Saenphon, C. Ditcharoen, S. Pitak, L. Sirisomboon, P. Maraphum, K. |
2025 |
Journal of Food Composition and Analysis (142), pp. |
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| 62. | Forecasting gaps in sugarcane fields containing weeds using low-resolution UAV imagery based on a machine-learning approach | Thamoonlest, W. Posom, J. Saikaew, K. Phuphaphud, A. Chinapas, A. Panduangnat, L. Saengprachatanarug, K. |
2025 |
Smart Agricultural Technology (10), pp. |
||||||||
| 63. | Fruit Quality and Antioxidant Content in Durian (Durio zibethinus Murr.) cv. ‘Monthong’ in Different Maturity Stages | Yongyut, N. Baopa, P. Meetha, S. Isarangkool Na Ayutthaya, S. Chiu, C.I. Sripontan, Y. Posom, J. Nampila, S. |
2025 |
Horticulturae 4 (11), pp. |
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| Title | Authors | Year | Journal title | ||
|---|---|---|---|---|---|
| 1. | A new creep model for studying the non-linear viscoelastic behavior of cooked white, brown and germinated brown Thai jasmine rice by large deformation testing. | Sirisomboon, P Posom, J |
2018 |
Heliyon 8 (4), pp. e00745 |
|
| 2. | Predicting Marian Plum Fruit Quality without Environmental Condition Impact by Handheld Visible-Near-Infrared Spectroscopy. | Posom, J Klaprachan, J Rattanasopa, K Sirisomboon, P Saengprachatanarug, K Wongpichet, S |
2020 |
ACS omega 43 (5), pp. 27909-27921 |
|
| 3. | Modified specific gravity method for estimation of starch content and dry matter in cassava. | Maraphum, K Saengprachatanarug, K Wongpichet, S Phuphuphud, A Sirisomboon, P Posom, J |
2021 |
Heliyon 7 (7), pp. e07450 |
|
| 4. | Application of thermal imaging combined with machine learning for detecting the deterioration of the cassava root. | Posom, J Duangpila, C Saengprachatanarug, K Wongpichet, S Onmankhong, J |
2023 |
Heliyon 10 (9), pp. e20559 |
| Title | Authors | Year | Journal title | Cited count | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| < 2020 | 2021 | 2022 | 2023 | 2024 | 2025 | Total | ||||||
| 1. | Evaluation of the thermal properties of jatropha curcas L. kernels using near-infrared spectroscopy | Jetsada Posom Panmanas Sirisomboon |
2014 |
BIOSYSTEMS ENGINEERING (125.0), pp. 45.0-53.0 |
4 | 0 | 0 | 0 | 0 | 0 | 4 | |
| 2. | Evaluation of the moisture content of Jatropha curcas kernels and the heating value of the oil-extracted residue using near-infrared spectroscopy | Jetsada Posom Panmanas Sirisomboon |
2015 |
BIOSYSTEMS ENGINEERING (130.0), pp. 52.0-59.0 |
10 | 0 | 0 | 0 | 0 | 0 | 10 | |
| 3. | Rapid non-destructive evaluation of moisture content and higher heating value of Leucaena leucocephala pellets using near infrared spectroscopy | Jetsada Posom Amrit Shrestha Wanphut Saechua Panmanas Sirisomboon |
2016 |
ENERGY (107.0), pp. 464.0-472.0 |
16 | 0 | 0 | 0 | 0 | 0 | 16 | |
| 4. | Evaluation of lower heating value and elemental composition of bamboo using near infrared spectroscopy | Jetsada Posom Panmanas Sirisomboon |
2017 |
ENERGY (121.0), pp. 147.0-158.0 |
14 | 0 | 0 | 0 | 0 | 0 | 14 | |
| 5. | Evaluation of pyrolysis characteristics of milled bamboo using near-infrared spectroscopy | Jetsada Posom Wanphut Saechua Panmanas Sirisomboon |
2017 |
RENEWABLE ENERGY (103.0), pp. 653.0-665.0 |
9 | 0 | 0 | 0 | 0 | 0 | 9 | |
| 6. | Evaluation of the higher heating value, volatile matter, fixed carbon and ash content of ground bamboo using near infrared spectroscopy | Jetsada Posom Panmanas Sirisomboon |
2017 |
JOURNAL OF NEAR INFRARED SPECTROSCOPY 5.0 (25.0), pp. 301.0-310.0 |
2 | 0 | 0 | 0 | 0 | 0 | 2 | |
| 7. | A new creep model for studying the non-linear viscoelastic behavior of cooked white, brown and germinated brown Thai jasmine rice by large deformation testing | Panmanas Sirisomboon Jetsada Posom |
2018 |
HELIYON 8.0 (4.0), pp. |
3 | 0 | 0 | 0 | 0 | 0 | 3 | |
| 8. | Effect of waxy material and measurement position of a sugarcane stalk on the rapid determination of Pol value using a portable near infrared instrument | Kanvisit Maraphum Somchai Chuan-Udom Khwantri Saengprachatanarug Seree Wongpichet Jetsada Posom Arthit Phuphaphud Eizo Taira |
2018 |
JOURNAL OF NEAR INFRARED SPECTROSCOPY 5.0 (26.0), pp. 287.0-296.0 |
20 | 0 | 0 | 0 | 0 | 0 | 20 | |
| 9. | Prediction of Higher Heating Value, Lower Heating Value and Ash Content of rice Husk Using FT-NIR Spectroscopy | Natrapee Nakawajana Jetsada Posom Jaruwat Paeoui |
2018 |
ENGINEERING JOURNAL-THAILAND 5.0 (22.0), pp. 45.0-56.0 |
8 | 0 | 0 | 0 | 0 | 0 | 8 | |
| 10. | Effects of Waxy Types of a Sugarcane Stalk Surface on the Spectral Characteristics of Visible-Shortwave Near Infrared measurement | Arthit Phuphaphud Khwantri Saengprachatanarug Jetsada Posom Seree Wongpichet Kanvisit Maraphum Eizo Taira |
2019 |
ENGINEERING JOURNAL-THAILAND 1.0 (23.0), pp. 13.0-24.0 |
6 | 0 | 0 | 0 | 0 | 0 | 6 | |
| 11. | On-line measurement of activation energy of ground bamboo using near infrared spectroscopy | Panmanas Sirisomboon Jetsada Posom |
2019 |
RENEWABLE ENERGY (133.0), pp. 480.0-488.0 |
8 | 0 | 0 | 0 | 0 | 0 | 8 | |
| 12. | Prediction of the fibre content of sugarcane stalk by direct scanning using visible-shortwave near infrared spectroscopy | Arthit Phuphaphud Khwantri Saengprachatanarug Jetsada Posom Kanvisit Maraphum Eizo Taira |
2019 |
VIBRATIONAL SPECTROSCOPY (101.0), pp. 71.0-80.0 |
28 | 0 | 0 | 0 | 0 | 0 | 28 | |
| 13. | Improvement of proximate data and calorific value assessment of bamboo through near infrared wood chips acquisition | Panmanas Sirisomboon Axel Funke Jetsada Posom |
2020 |
RENEWABLE ENERGY (147.0), pp. 1921.0-1931.0 |
15 | 0 | 0 | 0 | 0 | 0 | 15 | |
| 14. | In-field measurement of starch content of cassava tubers using handheld vis-near infrared spectroscopy implemented for breeding programmes | Kanvisit Maraphum Khwantri Saengprachatanarug Seree Wongpichet Arthit Phuphaphud Jetsada Posom |
2020 |
COMPUTERS AND ELECTRONICS IN AGRICULTURE (175.0), pp. |
0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 15. | Non-destructive and rapid measurement of sugar content in growing cane stalks for breeding programmes using visible-near infrared spectroscopy | Arthit Phuphaphud Khwantri Saengprachatanarug Jetsada Posom Kanvisit Maraphum Eizo Taira |
2020 |
BIOSYSTEMS ENGINEERING (197.0), pp. 76.0-90.0 |
3 | 0 | 0 | 0 | 0 | 0 | 3 | |
| 16. | Predicting Marian Plum Fruit Quality without Environmental Condition Impact by Handheld Visible-Near-Infrared Spectroscopy | Jetsada Posom Junjira Klaprachan Kamonpan Rattanasopa Panmanas Sirisomboon Khwantri Saengprachatanarug Seree Wongpichet |
2020 |
ACS OMEGA 43.0 (5.0), pp. 27909.0-27921.0 |
2 | 0 | 0 | 0 | 0 | 0 | 2 | |
| 17. | Selection of proper combine harvesters to field conditions by an effective field capacity prediction model | Khunnithi Doungpueng Khwantri Saengprachatanarug Jetsada Posom Somchai Chuan-Udom |
2020 |
INTERNATIONAL JOURNAL OF AGRICULTURAL AND BIOLOGICAL ENGINEERING 4.0 (13.0), pp. 125.0-134.0 |
0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 18. | Sugar Yield Parameters and Fiber Prediction in Sugarcane Fields Using a Multispectral Camera Mounted on a Small Unmanned Aerial System (UAS) | Chanreaksa Chea Khwantri Saengprachatanarug Jetsada Posom Mahisorn Wongphati Eizo Taira |
2020 |
SUGAR TECH 4.0 (22.0), pp. 605.0-621.0 |
4 | 0 | 0 | 0 | 0 | 0 | 4 | |
| 19. | Two Different Portables Visible-Near Infrared and Shortwave Infrared Region for On-Tree Measurement of Soluble Solid Content of Marian Plum Fruit | Jetsada Posom Navavit Soonnamtiang Patcharapong Kotethum Pakhpoom Konjun Panmanas Sirisomboon Khwantri Saengprachatanarug Seree Wongpichet |
2020 |
ENGINEERING JOURNAL-THAILAND 5.0 (24.0), pp. 227.0-236.0 |
0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 20. | A Low-Cost System for Moisture Content Detection of Bagasse upon a Conveyor Belt with Multispectral Image and Various Machine Learning Methods | Natrapee Nakawajana Patchara Lerdwattanakitti Wanphut Saechua Jetsada Posom Khwantri Saengprachatanarug Seree Wongpichet |
2021 |
PROCESSES 5.0 (9.0), pp. |
1 | 0 | 0 | 0 | 0 | 0 | 1 | |
| 21. | Estimation of Sugar Content in Sugarcane (Saccharum spp.) Variety Lumpang 92-11 (LK 92-11) and Khon Kaen 3 (KK 3) by Near Infrared Spectroscopy | Khanita Kamwilaisak Pasakorn Jutakridsada Wimonporn Iamamornphanth Khwantri Saengprachatanarug Pornnapa Kasemsiri Supasit Konyai Jetsada Posom Prinya Chindaprasirt |
2021 |
ENGINEERING JOURNAL-THAILAND 3.0 (25.0), pp. 69.0-83.0 |
0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 22. | Green synthesis of nanosilver coating on paper for ripening delay of fruits under visible light | Artjima Ounkaew Pornnapa Kasemsiri Natnaree Srichiangsa Salim Hiziroglu Kanvisit Maraphum Jetsada Posom Somnuk Theerakulpisut Manunya Okhawilai Prinya Chindaprasirt |
2021 |
JOURNAL OF ENVIRONMENTAL CHEMICAL ENGINEERING 2.0 (9.0), pp. |
3 | 0 | 0 | 0 | 0 | 0 | 3 | |
| 23. | Integrating Vis-SWNIR spectrometer in a conveyor system for in-line measurement of dry matter content and soluble solids content of durian pulp | Wanphut Saechua Sneha Sharma Natrapee Nakawajana Kritsanaphon Leepaitoon Rashphon Chunsri Jetsada Posom Chanathip Roeksukrungrueang Techin Siritechavong Thitima Phanomsophon Panmanas Sirisomboon Ravipat Lapcharoensuk Pimpen Pornchaloempong |
2021 |
POSTHARVEST BIOLOGY AND TECHNOLOGY (181.0), pp. |
0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 24. | Machine Learning-Based Prediction of Selected Parameters of Commercial Biomass Pellets Using Line Scan Near Infrared-Hyperspectral Image | Lakkana Pitak Kittipong Laloon Seree Wongpichet Panmanas Sirisomboon Jetsada Posom |
2021 |
PROCESSES 2.0 (9.0), pp. |
1 | 0 | 0 | 0 | 0 | 0 | 1 | |
| 25. | Modified specific gravity method for estimation of starch content and dry matter in cassava | Kanvisit Maraphum Khwantri Saengprachatanarug Seree Wongpichet Arthit Phuphuphud Panmanas Sirisomboon Jetsada Posom |
2021 |
HELIYON 7.0 (7.0), pp. |
0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 26. | Rapid elemental composition measurement of commercial pellets using line-scan hyperspectral imaging analysis | Lakkana Pitak Panmanas Sirisomboon Khwantri Saengprachatanarug Seree Wongpichet Jetsada Posom |
2021 |
ENERGY (220.0), pp. |
1 | 0 | 0 | 0 | 0 | 0 | 1 | |
| Title | Authors | Year | Journal title |
|---|
| Title | Authors | NRIIS type | Year | NRIIS Scholarship |
|---|