Exploring sentinel-1 and sentinel-2 time series sensitivity to rice height

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dc.authorid0000-0002-3310-352X
dc.authorid0000-0001-9265-9539
dc.authorid0000-0002-9286-7749
dc.authorid0000-0002-4715-5160
dc.authorid0000-0003-3970-1384
dc.authorid0000-0001-6606-3272
dc.authorid0000-0002-8013-402X
dc.authorid0000-0002-6248-0148
dc.authorid0000-0003-0553-2682
dc.authorid0000-0002-8095-4247
dc.authorid0000-0003-1243-8299
dc.authorid0000-0002-8267-4847
dc.contributor.authorAbdikan, Saygın
dc.contributor.authorGaneva, Dessislava
dc.contributor.authorNarin, Ömer Gökberk
dc.contributor.authorSekertekin, Aliihsan
dc.contributor.authorDimitrov, Zlatomir
dc.contributor.authorBayık, Çaglar
dc.contributor.authorChanev, Milen
dc.contributor.authorFilchev, Lachezar
dc.contributor.authorÜstüner, Mustafa
dc.contributor.authorEsetlili, Mustafa Tolga
dc.contributor.authorBalık Şanlı, Füsun
dc.contributor.authorKurucu, Yusuf
dc.date.accessioned2025-06-24T05:37:15Z
dc.date.available2025-06-24T05:37:15Z
dc.date.issued2024
dc.departmentAÇÜ, Mühendislik Fakültesi, Çevre Mühendisliği Bölümü
dc.description.abstractThe rice plant is one of the most widely consumed crops globally, and its height is a key indicator of growth. This study explored the relationship between rice plant height, measured in situ in Bulgaria and Türkiye, and multi-temporal data from Sentinel-1 and Sentinel-2 satellites to develop models for height estimation. The strongest correlation was observed when integrating the Radar Vegetation Index (RVI) and the Normalized Difference Vegetation Index (NDVI), yielding a correlation coefficient of r = 0.69. Additionally, using VV polarization in a multi-linear regression analysis resulted in the lowest error rate, with a root mean square error (RMSE) of 14.14 cm. The findings suggest that combining synthetic aperture radar (SAR) and optical data holds significant potential for accurately estimating rice plant height.
dc.identifier.doi10.1109/MetroAgriFor63043.2024.10948853
dc.identifier.endpage676
dc.identifier.isbn979-835035544-4
dc.identifier.scopus2-s2.0-105003537318
dc.identifier.startpage672
dc.identifier.urihttps://hdl.handle.net/11494/5613
dc.indekslendigikaynakScopus
dc.institutionauthorÜstüner, Mustafa
dc.institutionauthorid0000-0003-0553-2682
dc.language.isoen
dc.publisherInstitute of Electrical and Electronics Engineers Inc.
dc.relation.ispartof2024 IEEE International Workshop on Metrology for Agriculture and Forestry, MetroAgriFor 2024 - Proceedings
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/embargoedAccess
dc.subjectCrop phenophase
dc.subjectPaddy rice
dc.subjectRemote sensing
dc.subjectSentinel-1
dc.subjectSentinel-2
dc.titleExploring sentinel-1 and sentinel-2 time series sensitivity to rice height
dc.typeConference Object

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