Rabi groundnut area estimation using synthetic aperture radar (SAR) in Thiruvannamalai district of Tamil Nadu
2022
Thirumeninathan, S. | Pazhanivelan, S. | Sudarmanian, N.S. | Ragunath, K.P. | Gurusamy, A. | Sritharan, N.
Groundnut, commonly known as peanut, is a significant oil, food and feed legume crop grown in all seasons in Tamil Nadu, including kharif, rabi and summer and it is cultivated both under irrigated and rainfed conditions in all the seasons at Thiruvannamlai district. One of the most important applications of remote sensing in agriculture is a crop acreage and production estimation (CAPE). The CAPE's main goal is to estimate crop acreage and production of important crops, so that advanced food production, distribution and supply data were achieved. Multi-temporal Sentinel 1A SAR IW- GRD data with 20 m spatial resolution and 12 days temporal resolution of vertical -horizontal (V-H) polarization were downloaded for the period of 4ᵗʰ October 2020 to 8ᵗʰ January 2021 to have the full coverage during the crop growth period in the study area used for this work. Crop backscattering and multi-temporal features were extracted from MAP scape 5.2 automated pre-processing tool and its classified using supervised maximum likelihood classification for groundnut acreage extraction for Thiruvannamalai district. The rabi groundnut area of Thiruvannamalai district of Tamil Nadu was estimated using SAR Sentinel-1A data as 32298 ha with a higher accuracy percentage of 87.4 and kappa coefficient of 0.75.
اظهر المزيد [+] اقل [-]الكلمات المفتاحية الخاصة بالمكنز الزراعي (أجروفوك)
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