Mapping active paddy rice area over monsoon asia using time-series Sentinel – 2 images in Google earth engine; a case study over lower gangetic plain

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dc.creatorMaiti, A.
dc.creatorAcharya, P.
dc.creatorSannigrahi, S.
dc.creatorZhang, Q.
dc.creatorBar, S.
dc.creatorChakraborti, S.
dc.creatorGayen, B. K.
dc.creatorBarik, G.
dc.creatorGhosh, Surajit
dc.creatorPunia, M.
dc.date2022-12-13
dc.date2022-04-30T23:58:05Z
dc.date2022-04-30T23:58:05Z
dc.date.accessioned2026-06-27T18:26:13Z
dc.descriptionWe proposed a modification of the existing approach for mapping active paddy rice fields in monsoon-dominated areas. In the existing PPPM approach, LSWI higher than EVI at the transplantation stage enables the identification of rice fields. However, it fails to recognize the fields submerged later due to monsoon floods. In the proposed approach (IPPPM), the submerged fields, at the maximum greenness time, were excluded for better estimation. Sentinel–2A/2B time-series images were used for the year 2018 to map paddy rice over the Lower Gangetic Plain (LGP) using Google earth engine (GEE). The overall accuracy (OA) obtained from IPPPM was 85%. Further comparison with the statistical data reveals the IPPPM underestimates (slope (b1) ¼ 0.77) the total reported paddy rice area, though R2 remains close to 0.9. The findings provide a basis for near real-time mapping of active paddy rice areas for addressing the issues of production and food security.
dc.identifierhttps://hdl.handle.net/10568/119435
dc.identifier.urihttp://hdl.handle.net/123456789/155801
dc.languageen
dc.publisherInforma UK Limited
dc.rightsLimited Access
dc.sourceMaiti, A.; Acharya, P.; Sannigrahi, S.; Zhang, Q.; Bar, S.; Chakraborti, S.; Gayen, B. K.; Barik, G.; Ghosh, Surajit; Punia, M. 2022. Mapping active paddy rice area over monsoon Asia using time-series Sentinel – 2 images in Google Earth engine; a case study over Lower Gangetic Plain. Geocarto International, 37(25):10254-10277. [doi: https://doi.org/10.1080/10106049.2022.2032396]
dc.subjectrice
dc.subjectmapping
dc.subjectsatellite imagery
dc.subjectmonsoons
dc.subjecttime series analysis
dc.subjectcase studies
dc.subjectfarmland
dc.subjectprecipitation
dc.subjectmodels
dc.titleMapping active paddy rice area over monsoon asia using time-series Sentinel – 2 images in Google earth engine; a case study over lower gangetic plain
dc.typeJournal Article

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