Materials and methods
This study was carried out in Village number 4, Banpraw Sub-district, Banna District in Na-khon Nayok province. Twenty seven rice-paddy fields owned by 20 farmers, taken from the re-cords of Banna district Agricultural Extension were surveyed and recorded GPS data. Then, the soil, rice, and water samples were collected from each paddy field (Figure 1).