Rice is a vital staple crop globally, and accurate estimation of rice area was crucial for effective agricultural management and food security. Synthetic Aperture Radar (SAR) data has emerged as a valuable remote sensing tool for rice area estimation due to its ability to penetrate cloud cover and capture backscattered signals from rice fields. The backscatter signature of rice showed a minimum dB value at agronomic flooding indicating the Start of Season (SoS). The parameters viz., the minimum values of -22.03 to -17.69 dB at the start of season, maximum value of -16.10 to -14.20 dB at the peak of season coinciding with heading and corresponding mean increase of 5.07 dB during growing stages were utilized for developing rule-based classification system. Rice area was estimated over the Cauvery Delta Zone of Tamil Nadu, India for the past six years during samba (August-January) season from 2017 to 2023 using Sentinel 1 A Synthetic Aperture Radar satellite data. Rice area maps were generated for the region utilizing parameterization with a classification accuracy of 88.5 to 94.5 per cent with a kappa score of 0.77 to 0.87 during the study period. The total classified rice area during samba season in the Cauvery Delta Zone was 508,581 ha, 456,601 ha, 506,844 ha, 511,714 ha, 524,723 ha and 476,586 ha for the years 2017-18 to 2022-23, respectively. The Start of Season (SoS) maps for samba season revealed that the major planting periods for rice were between the second fortnight of September to first fortnight of November in all the years except 2018 when early planting happened during the first fortnight of September due to favorable weather conditions and assured water supply. Near real-time information on rice area, start of season, and progress of planting derived using SAR satellite data will facilitate the development of decision support systems for sustaining the productivity of rice-based ecosystems.
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http://dx.doi.org/10.1038/s41598-025-91655-z | DOI Listing |
J Basic Microbiol
March 2025
ICAR-Indian Institute of Agricultural Biotechnology, Ranchi, Jharkhand, India.
The positive impact of microbial inoculants on plants is well documented. In this study, we examined two rice varieties - PB 1509 (lowland) and Satyabhama (upland) - to investigate the effects of co-inoculating AMF and Pseudomonas protegens strain Ekn 03, under aerobic conditions. Co-inoculation with Pseudomonas protegens Ekn 03 significantly enhanced root mycorrhizal colonization in both varieties, while also increasing root surface area.
View Article and Find Full Text PDFSci Rep
March 2025
Department of Remote Sensing and GIS, Tamil Nadu Agricultural University, Coimbatore, 641003, India.
Rice is a vital staple crop globally, and accurate estimation of rice area was crucial for effective agricultural management and food security. Synthetic Aperture Radar (SAR) data has emerged as a valuable remote sensing tool for rice area estimation due to its ability to penetrate cloud cover and capture backscattered signals from rice fields. The backscatter signature of rice showed a minimum dB value at agronomic flooding indicating the Start of Season (SoS).
View Article and Find Full Text PDFPLoS One
March 2025
School of Health and Allied Sciences, Pokhara University, Pokhara, Nepal.
Jumli Marshi (J. Marshi), a native rice cultivar in Nepal, is gaining popularity owing to its health benefits for obesity, hypertension, and diabetes. However, scientific evidence verifying its therapeutic potential is lacking until November 2024.
View Article and Find Full Text PDFPlant Dis
March 2025
Shenyang Agricultural University, College of Plant Protection, Dongling Road 120, Shenhe District, Liaoning Province, China, Shenyang, Liaoning Province, China, 110866.
Rice, being the most important food crop in China, is also the world's largest producer and consumer, accounting for 30% of global production and consumption. In 2023, brown stripes were observed on the leaf sheaths of diseased rice seedlings in a Jingxi rice field (22°51'N, 105°56'E) in Guangxi, China. The investigated area of rice fields, which was about 1.
View Article and Find Full Text PDFJ Agromedicine
March 2025
College of Public Health Sciences, Chulalongkorn University, Bangkok, Thailand.
Background: Occupational exposure to pesticides in rice cultivation poses health risks, exacerbated by factors contributing to the improper use of pesticides. One significant factor is the limited literacy skills of farmers, hindering their ability to read and comprehend pesticide labels. Research in this area is limited by the lack of an acceptable method for measuring pesticide labeling literacy.
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